tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=23
objective=binary sigmoid:1
feature_names=atom_v_bur_3_5_Cs atom_v_bur_frac_3_5_Cs atom_v_distal_3_5_Cs atom_v_free_3_5_Cs atom_v_molecular_3_5_Cs atom_volumes_sasa_Cs atom_area_sasa_Cs atom_p_int_Cs atom_areas_Cs atom_p_int_times_area_Cs atom_v_bur_3_5_Hs_min atom_v_bur_frac_3_5_Hs_min atom_v_distal_3_5_Hs_min atom_v_free_3_5_Hs_min atom_v_molecular_3_5_Hs_min atom_volumes_sasa_Hs_min atom_area_sasa_Hs_min atom_p_int_times_area_Hs_min atom_p_int_Hs_min atom_areas_Hs_min lst_pka_pred_nshell3 lst_pka_pred_diff_nshell3 cm5_Cs cm5_Hs_min
feature_infos=[66.490946482300004:150.69345512789999] [0.37022843630000002:0.8390766744] [7.8495098943999997:543.59553962769996] [28.900924902300002:113.103433548] [84.858941496100002:618.64424511729999] [0:41.940741425399999] [0:23.330545114500001] [0:51.936999288400003] [0:10.991422403] [0:277.5221649838] [50.645174261400001:135.21331321279999] [0.28199754500000002:0.75288165019999997] [27.547742549900001:554.36581307719996] [44.381066817399997:123.9970658925] [86.208421807500002:617.21784815640001] [0:65.784473075700006] [0:23.449945163799999] [121.4058452803:292.42862760449998] [10.7332075142:30.481528589900002] [5.4004357236000002:14.901202274499999] [13.582188368100001:54.915453171400003] [0:29.2393367116] [-0.77633000000000008:0.79020000000000001] [-0.79553000000000007:0.70690000000000008]
tree_sizes=3342 3355 3369 3361 3360 3363 3345 3379 3368 3384 3374 3382 3382 3358 3361 3400 3373 3384 3376 3372 3363 3384 3373 3393 3394 3385 3386 3380 3380 3412 3395 3375 3395 3373 3402 3396 3399 3390 3400 3411 3398 3396 3387 3384 3412 3388 3398 3399 3394 3405 3378 3393 3417 3383 3392 3411 3394 3393 3395 3383 3402 3377 3395 3383 3409 3390 3403 3371 3379 3393 3424 3419 3420 3403 3425 3425 3393 3394 3409 3389 3408 3392 3424 3388 3398 3389 3364 3399 3419 3411 3385 3398 3397 3421 3379 3404 3407 3390 3423 3418 3396 3420 3417 3406 3417 3400 3398 3400 3420 3390 3423 3414 3420 3432 3404 3437 3461 3440 3387 3404 3431 3446 3435 3391 3410 3419 3432 3434 3431 3458 3413 3389 3426 3418 3429 3432 3416 3438 3436 3427 3421 3436 3399 3418 3419 3446 3438 3453 3445 3451 3453 3455 3423 3430 3428 3451 3456 3441 3456 3453 3437 3425 3438 3459 3435 3424 3441 3476 3442 3465 3432 3438 3443 3424 3462 3432 3449 3466 3456 3449 3458 3474 3441 3440 3437 3463 3438 3466 3461 3455 3472 3448 3460 3451 3473 3437 3449 3437 3455 3450 3445 3485 3437 3449 3421 3469 3476 3460 3472 3468 3454 3451 3461 3481 3475 3448 3475 3474 3469 3446 3444 3471 3492 3482 3472 3454 3475 3504 3458 3468 3447 3474 3468 3484 3482 3462 3470 3473 3491 3466 3467 3483 3486 3461 3465 3457 3447 3449 3509 3492 3500 3496 3480 3499 3503 3456 3473 3503 3504 3463 3461 3495 3501 3472 3492 3496 3468 3446 3508 3504 3493 3459 3496 3513 3505 3466 3486 3518 3471 3471 3486 3512 3471 3518 3479 3483 3491 3485 3495 3497 3529 3488 3495 3500 3479 3492 3501 3505 3519 3509 3520 3487 3482 3524 3509 3478 3507 3508 3524 3523 3470 3496 3518 3501 3519 3524 3532 3494 3520 3497 3473 3521 3506 3505 3506 3523 3522 3485 3505 3488 3524 3526 3504 3505 3507 3526 3523 3545 3536 3544 3502 3514 3517 3499 3499 3530 3506 3535 3504 3514 3519 3502 3521 3544 3520 3507 3530 3512 3496 3505 3531 3514 3529 3534 3498 3540 3524 3532 3540 3543 3534 3524 3516 3518 3530 3519 3527 3537 3547 3542 3523 3508 3522 3522 3519 3570 3549 3527 3536 3541 3531 3552 3521 3517 3520 3584 3529 3561 3538 3555 3529 3520 3569 3592 3512 3572 3577 3555 3569 3541 3567 3551 3592 3555 3600 3538 3544 3532 3524 3542 3545 3547 3530 3548 3552 3559 3552 3554 3566 3539 3547 3536 3532 3564 3543 3577 3574 3584 3542 3545 3511 3557 3569 3562 3586 3561 3559 3597 3534 3591 3563 3598 3576 3552 3581 3565 3567 3591 3592 3584 3575 3558 3587 3554 3535 3600 3564 3560 3562 3551 3590 3589 3574 3578 3574 3575 3584 3590 3581 3616 3559 3572 3603 3574 3559 3581 3561 3573 3576 3577 3597 3588 3597 3591 3584 3584 3572 3574 3567 3585 3611 3593 3580 3599 3612 3588 3591 3559 3587 3573 3595 3582 3587 3554 3604 3574 3574 3569 3610 3582 3601 3595 3567 3596 3593 3582 3598 3576 3631 3611 3589 3604 3615 3565 3592 3580 3603 3597 3603 3591 3601 3620 3616 3605 3597 3626 3591 3624 3593 3589 3586 3587 3600 3589 3606 3604 3587 3608 3600 3625 3595 3606 3607 3627 3642 3612 3640 3593 3601 3585 3605 3609 3611 3618 3600 3620 3616 3619 3601 3601 3615 3619 3635 3601 3600 3597 3602 3594 3604 3603 3625 3611 3624 3581 3602 3610 3638 3623 3597 3617 3639 3617 3611 3622 3623 3622 3626 3637 3615 3621 3627 3651 3604 3644 3626 3620 3607 3652 3633 3657 3615 3655 3636 3625 3624 3661 3607 3662 3662 3631 3619 3641 3618 3643 3643 3599 3616 3626 3653 3638 3625 3646 3616 3623 3595 3630 3645 3622 3643 3660 3635 3624 3644 3643 3633 3629 3630 3649 3617 3645 3624 3611 3640 3611 3660 3635 3643 3618 3659 3612 3633 3618 3636 3631 3647 3605 3624 3627 3637 3614 3602 3610 3660 3649 3658 3638 3638 3625 3635 3645 3638 3624 3656 3637 3654 3622 3644 3633 3662 3607 3659 3619 3644 3632 3631 3636 3642 3624 3624 3636 3641 3645 3635 3644 3646 3630 3615 3619 3632 3636 3641 3624 3628 3634 3644 3628 3634 3643 3648 3650 3630 3628 3635 3640 3647 3659 3647 3630 3652 3661 3638 3636 3661 3635 3630 3652 3661 3635 3633 3639 3627 3629 3614 3652 3639 3654 3672 3630 3643 3666 3632 3643 3641 3658 3632 3667 3626 3652 3627 3626 3652 3636 3628 3657 3652 3615 3647 3636 3645 3660 3657 3666 3645 3667 3646 3627 3646 3673 3636 3650 3654 3626 3667 3621 3657 3633 3652 3652 3646 3648 3650 3630 3658 3638 3623 3637 3652 3645 3662 3665 3636 3639 3636 3664 3644 3644 3628 3677 3626 3629 3647 3646 3649 3610 3650 3631 3630 3630 3644 3628 3638 3641 3655 3638 3644 3641 3640 3645 3644 3638 3635 3637 3626 3632 3643 3619 3609 3643 3660 3660 3654 3647 3626 3648 3638 3641 3659 3621 3637 3611 3639 3638 3662 3632 3659 3644 3632 3640 3644 3655 3645 3637 3643 3647 3638 3639 3633 3645 3645 3645 3647 3663 3630 3642 3654 3654 3622 3620 3646 3633 3643 3616 3646 3648 3638 3644 3656 3635 3652 3621 3650 3632 3645 3629 3637 3648 3641 3652 3645 3651 3641 3659 3645 3657 3627 3645 3633 3653 3640 3657 3661 3625 3654 3637 3627 3634 3631 3648 3634 3636 3674 3655 3632 3641 3659 3647 3656 3656 3647 3646 3623 3639 3650 3624 3646 3641 3636 3654 3652 3657 3659 3628 3655 3645 3630 3638 3674 3659 3644 3631 3645 3647 3644 3626 3641 3641 3626 3624 3639 3641 3629 3644 3637 3654 3627 3648 3650 3643 3641 3628 3631 3649 3651 3659 3658 3647 3640 3636 3649 3639 3622 3648 3628 3634 3649 3639 3635 3627 3648 3647

Tree=0
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 21 13 5 15 23 0 9 9 20 20 20 5 6 2 2 5 16 22 0 7 20 20 18 4 7
split_gain=893.067 216.915 117.928 183.154 89.4235 85.3892 84.9199 69.3292 52.5271 51.4229 49.3874 48.5191 45.8166 43.4857 42.7043 40.3092 38.4132 37.3995 47.9747 34.0157 37.1 28.1227 27.1721 26.7969 24.5332 24.355 24.1375 23.3157 32.5847 22.1367
threshold=18.594956516900002 23.605484525250002 11.783123780850001 74.757955233350017 98.51854819030001 18.870920756500002 112.67059178900001 13.812766882300002 29.326787846200002 0.070640000000000022 102.75018128760001 67.711288258750002 186.70853236170004 45.458122212500008 41.873095646600007 44.202975721700007 2.9478561016000007 16.455384477450004 199.01127796720002 90.828344481500011 20.769304081650002 22.514947350300002 -0.074029999999999999 86.09518316945001 23.960918281000001 47.927946529500012 41.965446242000006 17.108018746400003 196.82258699960002 23.727132803250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 11 -5 -1 8 10 -2 -3 27 15 -9 -12 -11 -4 -7 23 26 -10 22 -16 24 -8 -21 -17 -19 28 -6 -23
right_child=1 9 3 4 7 16 17 12 19 14 13 -13 -14 -15 21 25 -18 18 -20 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.17402115252004977 0.11281270623401123 -0.12572990884383942 0.10941226708731978 0.11388374539316641 0.12281535940829078 0.16770381041098362 0.051247885036153691 0.087896367442742776 -0.20000000447710237 0.071133161177724696 -0.15064554897108032 -0.16029522325446527 -0.14239053546912647 0.19999999552289766 0.15191823192873211 -0.20000000447710231 -0.12309615956295294 0.1349024895488618 -0.11469299939735696 0.15619991197247968 -0.20000000447710237 -0.18255464889567147 0.11627651440257933 0.16902578676289876 -0.12647598275549168 0.024013200888312384 0.016757094648480408 0.16737423301155918 -0.15651067904622828 -0.018935278401527544
leaf_weight=181.05316579341888 46.988513708114624 39.581487596035004 13.301376819610594 58.066941648721695 10.927810251712801 11.192729175090792 21.060863733291626 10.211038261651991 9.7901497781276685 50.959048300981522 17.869030296802524 133.27104195952415 56.131275147199631 4.4095813035964957 5.0120520591735831 12.651885867118837 7.6451856791973105 85.145058453083038 10.338145852088926 4.1265041530132285 7.3802667558193198 16.851022928953171 22.307473570108417 233.40867632627487 11.994940429925917 7.8737881481647483 21.699650943279266 24.005936473608017 6.7596377730369559 16.235745817422867
leaf_count=1140 118 224 34 145 26 20 70 29 65 156 107 815 330 6 10 84 43 189 57 8 49 108 55 413 68 29 82 43 41 69
internal_value=-4.92481e-09 0.0842785 -0.0914881 -0.0569335 0.0106697 -0.152939 0.115519 -0.0353215 0.0349763 -0.0308921 0.0389569 -0.133147 -0.106946 -0.0812427 0.0112583 -0.0261911 0.0496855 0.137751 0.0910047 -0.0308054 0.00535416 -0.0688273 0.0447924 0.159278 -0.0541212 -0.114067 0.110908 0.103185 0.0160649 -0.102266
internal_weight=1158.25 602.88 555.37 355.479 188.381 199.891 474.24 130.314 102.588 128.639 63.972 167.098 66.3423 22.2786 89.0579 33.8271 18.8379 371.652 117.183 55.5993 45.8092 38.0988 38.4289 254.47 16.1214 20.5257 106.845 41.6934 17.6874 33.0868
internal_count=4633 1741 2892 1689 727 1203 1174 582 363 567 223 962 359 113 343 147 63 811 328 245 180 187 131 483 76 113 271 110 67 177
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=16 5 22 10 0 20 3 0 13 21 7 16 17 13 6 10 16 23 9 21 10 0 20 2 21 6 2 13 16 0
split_gain=727.75 176.894 103.772 71.3665 75.7958 72.7245 70.6134 56.0254 50.1792 62.3028 50.4916 46.8951 67.5689 42.7499 37.7845 36.1472 33.6065 29.8332 41.8165 26.9878 23.0823 22.9539 31.9982 31.678 26.5717 21.8814 39.4802 28.6411 53.328 22.9017
threshold=18.594956516900002 23.605484525250002 0.70681500000000008 90.937096262400004 95.217121606100008 38.238138001450004 85.589753040950015 96.082805124100005 98.255079293500017 18.870920756500002 24.103872582350004 15.614963485400002 236.15709471040003 113.62230596715001 13.185308072600002 74.927328095600004 22.694946929300002 -0.17949499999999999 64.155439819650013 2.8426267373000003 71.104340634100012 85.769879735700016 44.952171034750002 305.67240907785003 3.6533552218000005 16.455384477450004 199.01127796720002 112.67059178900001 19.934953383400003 85.990333302400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 17 -6 7 -2 9 10 15 -10 20 -3 -12 -7 21 18 -1 -18 -13 22 -15 -24 -23 27 -27 28 -8 -29
right_child=1 13 -4 -5 5 8 25 -9 11 -11 14 12 -14 16 -16 -17 19 -19 -20 -21 -22 24 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.061970780545069007 -0.10828014270342814 0.16914669707200491 0.11812373955488005 -0.17737719355468518 -0.15018423903288841 -0.15268702373253684 0.11302526236007333 0.11006863051663661 0.079858164792863465 0.12056748544278018 -0.1633752975167761 0.072888045187143993 0.14012412278661698 -0.17335258481077115 0.10430539522980434 0.089060616928539699 0.10500467729962136 -0.15985860665420201 -0.14072118470488568 -0.099995363000716167 -0.14654167374048219 -0.16361777121364829 0.094471563369193948 -0.1886719025656742 0.036976362129949591 0.098926660226498514 -0.10469307406265548 0.040658617858861879 -0.14082546219502859 0.15449300760420356
leaf_weight=16.678340420126915 26.370190590620041 10.14002814888954 24.545914441347122 82.937108561396599 54.507256105542183 8.9525396823883074 44.852843314409256 21.19731217622757 66.041971832513809 15.112578704953192 66.186411827802658 5.6040322929620734 14.205249056220053 35.054294884204865 5.7297700196504584 20.009062275290489 21.840255856513981 112.20736530423164 26.116200461983681 9.0965545624494535 33.160986348986626 8.8429771065711957 11.04566726088524 6.1521448343992224 26.077130690217018 106.90637621283531 10.453343480825422 19.126589238643646 10.147917598485945 232.62310191988945
leaf_count=53 145 17 59 547 337 56 109 52 192 35 423 18 29 226 15 56 56 711 159 49 202 55 31 41 92 274 58 65 60 411
internal_value=-2.89369e-06 0.0762397 -0.082866 -0.0922195 -0.0763307 -0.0461161 0.104554 -0.0109783 -0.0219781 -0.0687851 -0.0971522 0.0236403 -0.0464506 -0.0278969 -0.142048 0.0143322 -0.0448137 -0.132765 -0.0617259 0.0447272 -0.11482 -0.0765911 -0.11854 -0.00681688 -0.013821 0.117512 0.0807901 0.131562 0.0661885 0.145844
internal_weight=1151.92 599.927 551.995 527.449 444.512 289.51 471.678 47.5675 235.003 115.99 100.878 119.012 52.9703 128.249 71.9162 28.9616 118.109 155.002 42.7945 30.9368 38.765 87.1722 52.2521 17.1978 34.9201 424.11 117.36 306.75 55.0008 251.75
internal_count=4633 1741 2892 2833 2286 1363 1174 197 1026 585 550 441 249 567 438 112 550 923 212 105 220 445 298 72 147 977 332 645 169 476
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=16 5 22 10 0 20 3 0 13 21 23 16 18 23 13 6 4 20 23 9 18 23 4 3 6 10 8 8 20 5
split_gain=598.358 145.615 85.2742 60.2306 62.8981 60.0471 58.3704 45.6818 41.2994 51.2377 44.9611 38.1903 56.567 36.1434 31.8209 29.8413 27.775 25.1053 25.0572 35.5572 21.4253 19.5912 25.0599 28.3731 19.4184 19.2603 18.4171 17.5842 35.2849 15.1711
threshold=18.594956516900002 23.605484525250002 0.70681500000000008 90.937096262400004 95.217121606100008 38.238138001450004 85.589753040950015 96.082805124100005 98.255079293500017 18.870920756500002 -0.13578999999999999 15.614963485400002 17.549283450150003 0.070640000000000022 116.87802876315001 13.185308072600002 330.20885572415006 41.873095646600007 -0.17949499999999999 58.084576609100004 14.122113655700002 0.081775000000000028 310.44950696480004 92.238309997550019 15.635365317800002 71.104340634100012 7.2443465838000014 8.9430209551500024 38.911218973650008 29.741930202000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 18 -6 7 20 9 10 16 -10 25 -3 -15 -12 -7 29 19 -1 -2 -8 27 24 -24 -13 -4 -23 -29 -16
right_child=1 13 26 -5 5 8 21 -9 11 -11 15 12 -14 14 17 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.080815105648985197 0.13081221363512824 -0.10555391388224988 -0.017193997875692084 -0.16349343396133331 -0.13737923749475481 -0.13866067258231918 0.13784815248725121 0.099843876928754891 0.072117019159937831 0.10952717888597957 -0.14344564661268688 0.065398009682542488 0.12832126342857406 0.1413799366486769 0.0010521344197175918 0.094252591062388938 0.10423582080954344 -0.080799255229629427 -0.14667654505809533 -0.11744979815352639 -0.13363300517048496 0.10799494675939897 -0.078530033721177561 -0.16481621418830941 0.13623074029193469 -0.13504492813294194 0.16776383615351365 0.14533740810150195 -0.17644580480252059 0.14463409436559785
leaf_weight=13.091108262538908 3.5417592376470592 38.973968163132668 8.0191840380430239 81.0721495449543 53.669490352272987 6.6221247166395214 139.69046729803085 21.038847908377647 65.827855497598648 14.978723064064978 70.741726338863373 5.6202362626790991 14.175058513879774 15.264106124639509 29.473490118980408 5.7077448815107337 16.284575805068016 33.642366319894791 110.16157777607441 29.270924687385559 22.701628491282463 238.59602329134941 6.3144249320030275 7.5285342931747428 12.634176030755041 32.601457208395004 16.38070185482502 7.119452163577078 6.5362706631422043 9.8077967315912229
leaf_count=37 8 224 34 547 337 41 265 52 192 35 450 18 30 29 115 15 44 180 711 175 137 557 31 47 24 201 25 13 40 19
internal_value=-1.71721e-05 0.0694845 -0.0757304 -0.0843064 -0.0696743 -0.0420354 0.0953816 -0.00993568 -0.0200322 -0.062884 -0.0888764 0.0214098 -0.0422955 -0.0253578 0.0100843 -0.125699 0.0340166 -0.017398 -0.121542 -0.0561801 -0.097944 0.107283 0.0919641 -0.000586671 0.0646639 -0.105571 0.106976 0.101679 -0.00868316 0.0369018
internal_weight=1137.09 592.863 544.225 519.825 438.753 286.229 465.702 47.2822 232.56 114.335 99.3562 118.225 52.3968 127.162 88.1878 76.4495 22.9067 72.9237 152.524 42.362 26.2434 418.419 278.729 26.4771 18.9486 38.2217 24.3999 252.252 13.6557 39.2813
internal_count=4633 1741 2892 2833 2286 1363 1174 197 1026 585 550 441 249 567 343 465 85 314 923 212 145 977 712 102 55 219 59 610 53 134
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 13 21 5 15 9 21 10 23 10 20 5 6 20 5 20 22 22 5 13 7 5 0 13 17 0
split_gain=495.148 120.514 74.796 104.188 56.2022 52.0976 50.0004 47.7556 37.2771 33.0056 32.5286 31.3715 29.768 27.7765 27.0499 26.3655 25.2758 30.2746 23.4104 22.662 22.3522 22.3297 21.747 37.3533 21.0511 22.5748 21.0067 20.1627 19.9555 19.6392
threshold=18.594956516900002 23.605484525250002 11.783123780850001 74.757955233350017 98.51854819030001 112.67059178900001 18.870920756500002 13.812766882300002 30.054399297400007 186.70853236170004 11.534227923400001 84.675677276600013 0.070640000000000022 70.940344688150006 37.995872310650007 2.9478561016000007 16.455384477450004 41.935569238650011 31.794087907800002 35.119813570500007 -0.057599999999999998 -0.094409999999999994 18.790077190900004 108.49810477050001 24.775165158000004 19.897785533950003 85.866664228400012 96.357027853400012 200.17087924040001 86.09518316945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 10 -5 8 -1 11 28 -9 22 21 -3 -12 -14 -8 29 -18 26 -10 -19 27 23 -4 -21 -26 -16 -6 -2 -7
right_child=1 12 3 4 7 16 15 9 19 -11 13 -13 14 -15 18 -17 17 20 -20 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.13686962973603042 0.11287538021301811 -0.096423100102763989 -0.12022011258481412 0.092171401036931083 0.077482383614632208 0.030623757808297843 0.13724692505677347 0.078272971082637033 0.11837091707458279 -0.11851061311903827 0.047418497295909877 -0.16391050508621927 0.1161964043118035 -0.14579760495088412 -0.092594863444774342 -0.10743737539965377 0.095765150341845851 0.020390591107323247 0.15737299115979925 -0.14418845640758168 -0.20425333825579292 0.10217160339766913 -0.14509933195746338 0.14804182331389035 0.06477589574733314 -0.18119485610677538 0.024074651757009558 -0.14527343142371299 -0.036133170431452956 0.13219798480260764
leaf_weight=171.46003475785255 41.892590433359146 38.426293566823006 17.514209344983104 56.844005957245827 7.8705524802207973 20.816450655460358 10.784763097763063 10.104996919631956 7.4733640104532233 54.454602390527725 23.251478582620621 7.0123874843120566 18.594886779785156 10.941525936126707 33.546892583370209 7.442950874567031 86.328518122434616 22.407647177577022 6.7341183871030799 19.834470093250275 5.5204828530549994 38.561874940991402 100.74770350754261 7.3766732215881339 14.600602120161058 5.0121478438377371 28.581059142947197 8.4003405123949033 11.442313179373739 222.45415386557579
leaf_count=1140 95 224 110 145 23 70 20 29 16 330 85 49 41 72 185 43 210 81 11 123 37 97 675 20 45 34 106 54 50 413
internal_value=-3.42574e-05 0.0635922 -0.0697393 -0.0418786 0.00958751 0.0874205 -0.12013 -0.0275503 0.0237146 -0.0877097 -0.100885 0.0352494 -0.0230606 -0.0144093 0.00917293 0.0373346 0.105284 0.0664871 -0.0197267 -0.041297 -0.0240142 0.0607194 -0.12442 -0.0407179 -0.0715465 0.0019167 -0.0389228 -0.037522 0.0809075 0.123506
internal_weight=1116.43 583.666 532.768 343.08 183.249 457.783 189.688 126.405 100.255 64.5596 159.832 61.8452 125.883 34.193 87.457 18.2277 357.527 114.257 68.8621 46.9206 27.9281 54.8328 125.639 24.8909 39.4472 19.6127 62.128 16.2709 53.3349 243.271
internal_count=4633 1741 2892 1689 727 1174 1203 582 363 359 962 223 567 157 343 63 811 328 302 218 118 174 805 130 202 79 291 77 145 483
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=16 5 5 10 16 21 22 13 20 15 21 13 22 10 16 6 20 17 2 5 16 21 5 20 5 13 10 0 22 0
split_gain=411.781 100.451 64.0573 82.7771 59.9102 47.5841 46.2273 44.0542 41.4696 31.4477 26.7028 25.825 24.6993 24.6101 24.452 22.2673 26.743 26.591 21.6982 24.9157 21.4452 19.4565 19.1206 19.0645 18.2917 31.1471 18.1189 17.2435 16.8764 16.5884
threshold=18.594956516900002 23.605484525250002 10.726864994700001 74.757955233350017 13.534968349350001 18.870920756500002 -0.051199999999999996 112.67059178900001 40.300545846000013 29.326787846200002 11.534227923400001 113.62230596715001 -0.16533 70.348883899450016 15.839962959300001 16.455384477450004 39.354247760400007 201.61829342215003 90.828344481500011 20.769304081650002 22.694946929300002 2.8426267373000003 2.9478561016000007 41.243661560350013 18.790077190900004 108.49810477050001 83.602982482550019 86.09518316945001 -0.074029999999999999 86.162394622750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 10 12 -1 8 9 -6 -2 24 -3 26 -12 -10 27 -17 -18 -11 28 29 -22 -7 -16 25 -4 -5 -9 -20 -13
right_child=1 11 3 4 6 22 -8 15 14 18 13 20 -14 -15 23 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13264106177363882 0.082975087064623768 0.13680227267163464 -0.11286523909765173 0.090235650285515251 -0.098626859689017368 0.12730977808327479 0.10977071556507621 0.027661532834065541 0.088861666700981168 -0.16877364931467093 0.051404064029465013 -0.083666548246602357 -0.13270419536907693 -0.12112198424448245 0.080577897127463993 0.13655208697407492 0.047145388470128176 -0.15863939282175876 -0.047528413511468415 -0.1727234123028325 0.089825938548236089 -0.08609065078868984 -0.089643269147889046 -0.17002319401038576 -0.13556685095035534 0.13027002888890413 -0.10157588942064032 0.12312330715405773 0.089075299173646719 0.022999869727456698
leaf_weight=152.58225025236607 45.312686160206795 9.5710198283195478 17.519739627838138 11.19834913313389 31.39447495341301 10.479592323303224 55.564442843198776 20.744952291250229 37.284205928444862 9.3322643935680372 21.013383030891418 65.806295648217201 36.059051707386971 13.631703823804854 4.9973255991935712 32.916826218366623 72.934919804334641 6.8707750588655463 15.570578306913371 7.092678189277648 21.362650781869892 8.9091217815875989 6.6337903887033454 7.7335668504238129 97.229405507445335 7.5350123345851889 8.7906170040369016 215.33324339985847 21.57582595944405 18.729319870471954
leaf_count=1062 118 17 113 30 178 20 135 70 100 65 73 374 235 89 15 59 226 43 76 49 56 49 38 54 675 20 55 413 55 71
internal_value=-4.86033e-05 0.0584859 -0.0644874 -0.0400383 0.00381471 -0.114907 0.0394523 0.0805731 -0.00854216 0.0216571 -0.0939773 -0.0210145 -0.0832788 -0.0164793 0.048004 0.0972756 0.0607104 0.0294286 -0.030208 -0.000977491 -0.034171 0.0380529 0.0432106 -0.0716534 -0.115934 -0.0397443 0.00588202 0.114735 0.0318154 -0.060034
internal_weight=1091.71 572.063 519.647 349.951 193.022 169.696 136.974 447.685 81.4096 98.884 156.929 124.378 56.048 34.6451 50.0151 348.801 112.723 79.8057 53.5713 44.2391 114.807 30.2718 17.1134 12.7309 122.284 25.0548 19.989 236.078 37.1464 84.5356
internal_count=4633 1741 2892 1772 802 1120 482 1174 347 363 970 567 320 162 169 811 328 269 245 180 550 105 58 69 808 133 85 483 131 445
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=16 5 22 10 6 6 20 21 16 13 13 22 21 2 16 15 16 13 17 19 0 20 0 21 6 17 0 20 23 17
split_gain=343.8 84.4599 56.82 42.8112 45.664 38.6122 32.5331 44.3868 35.7933 42.7548 31.26 28.0055 27.2277 23.5727 23.1043 22.968 24.2618 21.4633 27.6746 32.1799 32.6495 20.6079 20.1553 23.1798 18.2215 17.7463 16.4735 21.3097 17.6256 16.8654
threshold=18.594956516900002 24.082771358500001 0.70681500000000008 90.937096262400004 15.635365317800002 14.825346391850003 38.238138001450004 3.3069203559500004 16.224962059000003 102.46520472580001 116.60111757565001 -0.053874999999999999 17.629804977050004 305.67240907785003 22.724946859200003 30.505324983850006 12.674970360400001 95.811270852950017 180.67147619190004 11.950964240300001 105.7585659356 43.157831852650006 85.866664228400012 6.5613067478000007 14.845346859150002 238.05090660085003 86.09518316945001 41.965446242000006 0.080545000000000019 203.65799419860002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 11 -1 15 9 12 13 21 17 -3 22 16 -8 -9 -19 -20 -21 -2 -12 -24 25 -10 27 -7 -28 -30
right_child=1 10 -4 -5 -6 26 7 8 24 -11 14 -13 -14 -15 -16 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.11121075151500269 -0.1159053439430453 0.12614346812189978 0.093530423450663092 -0.13827920695924856 -0.14454817335052292 0.083628464595661478 -0.051208357656688144 -0.12025652047111078 -0.13106880821297459 0.088952823626743754 -0.13399922310582327 0.065129878197332083 0.063043207695127529 -0.096929163276652755 0.029798151160056036 -0.15003426144244048 0.084920412492932709 -0.12180372310238319 0.11561578983797641 -0.1438834495003557 0.17287866907189323 0.051930401733232469 -0.14212856079558286 0.079729668638419543 0.087046474218416797 0.10004429843207679 0.13128706320151148 -0.022467158995156538 0.091574353700638253 0.012935202094639948
leaf_weight=57.5715102404356 22.707963734865189 18.798802822828296 23.042150810360909 72.086371123790741 49.716810420155525 52.198648408055305 17.269770979881287 45.375641748309135 68.065594434738159 27.686805859208107 37.798213198781013 36.089095205068588 18.461552292108536 6.3330041468143454 21.705651491880417 6.10882744193077 54.127166897058487 20.385817676782608 18.691598385572433 14.109859913587572 4.2292760610580435 10.793039381504057 7.8524525761604336 11.765331625938414 4.5288983136415473 3.4929490834474555 95.369631975889206 29.704670503735542 175.6999536305666 32.283087939023972
leaf_count=387 136 43 59 547 369 133 93 311 479 76 252 103 59 38 76 46 164 137 43 90 6 34 50 36 17 9 173 125 425 117
internal_value=-6.46306e-05 0.053955 -0.0598772 -0.0672123 -0.0547118 0.0725628 -0.0423088 -0.0291969 -0.0516766 -0.0231708 -0.0272285 0.00400906 -0.0487728 0.069931 -0.0580897 0.0360697 0.0519931 -0.0688551 -0.0282331 0.0232785 -0.0708334 -0.0618336 -0.091315 -0.009074 -0.107476 -0.119788 0.0849459 0.0451497 0.0956906 0.079368
internal_weight=1064.05 559.1 504.951 481.908 409.822 454.846 360.105 302.534 225.028 148.941 104.253 69.5901 121.254 25.1318 79.1216 77.5058 71.3969 102.792 57.4166 37.0307 18.3391 33.501 57.416 19.6178 76.0874 71.5585 385.256 81.9033 303.353 207.983
internal_count=4633 1741 2892 2833 2286 1246 1917 1530 1227 722 495 273 646 81 414 303 257 587 276 139 96 170 338 86 505 488 973 258 715 542
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 21 13 16 20 18 22 5 9 13 23 9 21 23 4 8 20 5 10 0 6 20 17 6 13 21
split_gain=287.443 71.436 50.5118 63.3008 47.4306 36.9061 34.3589 31.8812 36.8031 34.7834 27.7814 25.7442 24.4999 24.142 23.7122 22.4623 20.6252 20.3536 27.2746 19.3176 19.1547 20.1505 32.0649 18.4882 18.286 23.9009 21.3519 17.257 16.9234 25.9925
threshold=18.594956516900002 23.714185006400005 10.726864994700001 14.375335877400001 13.534968349350001 18.870920756500002 112.67059178900001 16.024962526700005 41.037275035300006 17.549283450150003 -0.054875 20.769304081650002 191.61296531520003 111.98772342380001 0.092185000000000031 226.58992707320002 11.155580190950003 -0.20885999999999996 323.22981966960009 5.1459841250500009 48.823707093150006 18.678742451450002 71.053259929650025 98.51854819030001 16.455384477450004 39.354247760400007 201.61829342215003 13.185308072600002 117.39690118230001 6.151769958900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 17 -1 11 8 10 12 23 13 19 16 15 28 -2 18 -4 -9 21 22 -5 -6 -8 -26 -27 -19 29 -3
right_child=1 14 3 20 7 -7 24 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 27 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.11919521530314064 0.060759404975852617 0.13727702745219028 -0.16051215624597967 0.13648375164365054 0.018143391356991761 0.039625011190237036 0.10007042328698497 -0.07293016019572994 0.11306563151312428 0.10286244204181577 0.074577312818964986 -0.1672573126046536 -0.1423733646677417 -0.15369199981975878 0.044082928849589087 0.13864889609687778 -0.11457505500462879 -0.13016762578709093 0.1044809940702771 0.16504491511873801 0.1160094556659777 -0.13012645192329539 -0.13290377569784084 -0.14487479926045588 0.12402917829924168 0.037241393937753428 -0.14797084395447013 0.023526171605128841 -0.098511160099660294 -0.089261309347568346
leaf_weight=140.21050830930471 75.013140693306923 8.9396305382251757 5.7296670749783543 7.9836864918470409 12.651649296283724 16.336167171597481 223.17990294098854 8.6693071573972684 55.448680497705936 13.166386023163794 24.254316911101341 7.1216367930173865 25.91632004827261 6.5999857485294333 38.342360630631447 5.7121757268905631 7.3680650740861884 43.908001214265823 12.058301627635954 5.6238688230514517 3.954324170947074 79.331481993198395 9.8945420533418638 15.456129819154738 31.770455375313759 73.672769412398338 6.7988215237855902 8.7636587321758253 50.696123003959656 11.685138002038
leaf_count=1062 228 19 42 19 45 58 494 50 130 31 70 51 190 41 133 10 44 315 33 12 12 610 71 108 60 235 43 34 311 72
internal_value=-9.92006e-05 0.0497205 -0.0557771 -0.0337424 -0.0049216 -0.102622 0.0684083 0.0249957 0.0562885 -0.0382107 -0.00383556 0.015692 -0.0844044 0.0303344 -0.0201753 -0.0521591 0.0450777 -0.0733618 0.0191243 0.0207048 -0.0997367 -0.108513 -0.0126063 -0.0714984 0.0835122 0.0505881 0.0215933 -0.104596 -0.0674411 0.00892981
internal_weight=1036.26 546.9 489.357 332.81 231.646 156.547 431.525 161.187 107.811 53.3759 52.3621 96.1028 40.2095 88.9812 115.375 77.0331 82.3812 70.4596 17.788 14.2932 101.164 97.2097 17.8782 28.1078 335.422 112.242 80.4716 52.6717 71.3209 20.6248
internal_count=4633 1741 2892 1772 1060 1120 1196 636 353 283 223 364 252 313 545 412 272 424 75 62 712 700 90 153 832 338 278 349 402 91
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 3 0 20 16 18 21 22 9 23 6 20 5 22 22 20 13 21 8 22 0 7 7 21 23 4
split_gain=241.317 60.0744 43.6997 57.6677 34.5136 31.5568 29.8344 28.7242 31.3507 30.0252 28.2101 19.8173 18.7678 19.1012 19.4521 17.8255 17.1679 15.4471 15.2581 27.4985 15.0772 23.7828 14.6213 15.1408 13.4281 22.5713 12.4698 12.987 11.474 17.3541
threshold=18.594956516900002 23.605484525250002 11.783123780850001 14.375335877400001 13.534968349350001 85.589753040950015 96.082805124100005 38.324118171300007 16.024962526700005 18.037292123150003 18.870920756500002 -0.59238000000000002 226.58992707320002 0.092185000000000031 16.415383542800004 48.823707093150006 2.9478561016000007 0.19977000000000003 -0.22147500000000001 45.458122212500008 117.39690118230001 7.515317457250001 8.8430989333000021 -0.084729999999999986 102.90611185915002 24.930088150450004 23.960918281000001 0.15802222800000001 0.080960000000000018 310.44950696480004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 10 4 18 6 26 -6 24 17 -1 -5 13 20 -15 -13 -12 -10 19 -4 21 -3 28 -24 -9 -26 -2 -28 -7 -30
right_child=1 12 3 11 7 22 -8 8 9 -11 16 15 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.1084344306503827 0.075275231567158485 0.11447273931892242 0.054069672952055441 0.13047134161648963 -0.086036447352721007 0.10538176066953767 0.075761970082747543 0.090044682233595477 -0.10036324910208703 0.14019283519988571 0.11382029000390988 -0.11265544095901084 0.13664690640887076 -0.12042062775630891 0.061759314791091174 0.10311497411279283 -0.090312007198106337 0.086456004260059505 -0.11142954071500939 -0.15809722210182153 -0.086899107095121955 -0.098946419613824818 0.062978708957673837 -0.10494824668598485 0.14921871276375576 -0.1375763151800326 0.0078296890621103628 -0.16860915418646083 0.075430586395862503 -0.012725305869985765
leaf_weight=145.51281136274338 3.8951374590396908 11.072467669844629 19.81690521538258 3.771484747529029 20.380320079624653 109.01271475851536 19.819270700216293 77.768487572669983 28.586806982755661 8.3610067218542081 9.8027611523866671 88.900466784834862 7.4831508994102469 7.1529958397150031 32.446332097053528 4.0010768324136725 7.1068918555974951 5.2366986051201811 32.510905355215073 8.8310116901993734 51.096349969506264 9.8812845200300199 13.249732613563539 9.0273386389017087 4.5020132064819318 7.0281781405210495 5.7729200646281269 15.041305989027022 213.98088170588017 24.932380653917789
leaf_count=1140 11 27 72 11 136 235 52 198 193 14 20 689 13 42 103 12 43 15 230 67 317 65 37 46 7 45 25 109 556 103
internal_value=-0.000134923 0.0459234 -0.0522171 -0.0301843 -0.00111465 0.0639022 -0.0156337 0.0244291 0.0415517 -0.0294935 -0.0942276 -0.0942401 -0.0166655 -0.0269411 0.0288514 -0.103363 0.0280263 -0.0714391 -0.0645424 -0.0113329 -0.057605 0.0138294 0.073469 -0.00507034 0.0751132 -0.025596 -0.0889418 -0.119673 0.0784977 0.0662309
internal_weight=1005.98 533.864 472.118 309.695 213.022 414.732 44.5286 151.864 131.483 42.1845 162.422 96.673 119.133 111.649 39.5993 92.9015 16.9097 33.8235 61.1588 28.6479 72.0501 20.9538 370.203 22.2771 89.2987 11.5302 24.7094 20.8142 347.926 238.913
internal_count=4633 1741 2892 1689 977 1174 197 608 472 222 1203 712 567 554 145 701 63 208 369 139 409 92 977 83 250 52 145 134 894 659
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=16 5 10 6 22 6 18 7 22 6 21 16 16 20 13 2 13 0 21 20 20 21 7 6 20 17 0 3 10 16
split_gain=202.581 50.3973 40.6744 40.0565 32.0626 29.1481 25.7088 24.5322 20.3064 19.6594 22.4572 20.8685 31.96 40.4677 22.9681 20.7998 17.946 17.0611 21.8247 15.9046 15.6304 16.3734 19.8264 15.0892 19.734 19.9776 15.6174 14.1176 13.7265 34.3868
threshold=18.594956516900002 23.714185006400005 90.937096262400004 15.635365317800002 0.70681500000000008 14.825346391850003 17.327266398450003 19.506002767000002 -0.053874999999999999 5.1351199812500008 20.581461612800002 11.949972055800002 15.954962690350003 40.574766824850009 109.64607639220002 85.298498744850022 113.62230596715001 102.75018128760001 17.629804977050004 43.157831852650006 47.309807198350008 0.91803327455000017 24.745523433100004 16.455384477450004 38.804629908750009 198.58733702675002 85.990333302400003 83.511574906150017 66.859265246100009 19.934953383400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 8 7 -1 19 10 -9 -11 13 15 20 -13 -3 -8 -19 27 21 22 -14 26 -25 -26 -7 -2 -28 -30
right_child=1 16 -4 -5 -6 23 17 9 -10 11 -12 12 14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=0.1243378660910419 0.029285113404815023 0.12337340922960678 -0.12389280005201674 -0.12834236590538001 0.096732106179343635 -0.006057891567838725 0.10013332375510618 -0.13104903840812562 0.051821972317500735 -0.10679341235581348 0.067929882492142032 0.022808022785126957 0.13956146426448407 0.070867844400380312 0.15176346452656006 -0.10858548289089949 -0.028572660303869502 -0.05769999890175162 0.15177335308470144 0.043482367945729967 0.064713496666950795 -0.12161541884800925 -0.14742321235468256 0.11762463922317815 0.035322045915889923 -0.10908972611225563 0.10462396774663273 -0.15480696554009193 0.087094208841425158 -0.13154132206584876
leaf_weight=8.2582876756787282 5.6056228429079082 8.4059843271970731 62.399283304810524 42.760977752506733 20.122599139809608 17.57256618142128 21.209096483886242 45.197567194700241 33.803034089505672 36.188755430281162 6.4860455095767966 20.735261298716068 5.6897807195782644 55.437803849577904 4.29554659128189 28.756282076239586 103.22453574836254 25.033173710107807 6.2071246802806845 10.252018898725508 6.2604674845933905 55.875488743185997 4.1727140843868256 24.945459224283695 72.714114360511303 11.032875463366507 173.20839352160692 16.217341296374798 34.93490868806839 9.0590931773185712
leaf_count=19 19 16 554 371 50 65 53 384 102 268 20 82 19 169 11 198 529 171 12 34 26 452 33 49 230 63 373 117 89 55
internal_value=-0.000151051 0.0424283 -0.0488952 -0.0369779 -0.0258131 0.0586704 -0.0332901 -0.0454314 -0.00225985 -0.0506415 -0.106078 -0.037463 -0.0236183 0.0121908 -0.0728676 -0.0535361 -0.0171308 0.0309136 -0.0160798 -0.0592553 -0.0862694 -0.100648 0.0181414 0.0703569 0.0395523 0.0162972 0.0846184 -0.10752 0.0919545 0.0420735
internal_weight=976.062 520.976 455.086 392.687 349.926 409.345 329.803 277.354 65.878 269.096 51.6836 217.412 181.223 104.929 76.294 49.4915 111.631 52.4494 31.2403 32.075 71.9985 65.738 9.86249 343.467 108.692 83.747 234.775 21.823 217.202 43.994
internal_count=4633 1741 2892 2338 1967 1196 1917 1681 272 1662 404 1258 990 449 541 280 545 236 183 170 530 504 52 924 342 293 582 136 517 144
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=16 0 10 6 6 22 20 21 0 18 6 23 16 19 2 5 6 19 20 21 22 16 7 16 20 22 10 21 13 23
split_gain=170.701 43.6605 36.4612 35.5665 31.579 26.8668 23.5342 28.2891 27.1388 21.6487 20.8333 20.3367 29.0164 29.4527 26.5611 22.5814 24.221 27.2985 22.2921 19.6752 17.6483 16.2805 26.7818 28.1853 15.2124 23.4561 14.4109 19.2706 14.1519 13.9317
threshold=18.594956516900002 86.09518316945001 90.937096262400004 15.635365317800002 14.865347326450001 0.70681500000000008 41.965446242000006 1.9425901130500003 75.381677519650012 17.327266398450003 5.1351199812500008 -0.13578999999999999 12.604970524100002 13.051052998800001 186.79363985910004 19.426367441400004 13.665319288000001 11.950964240300001 47.309807198350008 20.581461612800002 -0.043559999999999995 17.684958644900004 26.545218975000001 9.7049773055000017 38.396531328800009 -0.13734499999999997 71.658163008950012 12.717166023350002 116.51508691550002 0.08079500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 20 9 8 -8 -2 10 19 14 -13 15 -12 16 17 -14 -19 -1 -3 22 -11 -24 -10 -26 27 -16 -9 -6
right_child=1 4 -4 -5 29 -7 7 28 24 21 11 12 13 -15 26 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.12615461108131854 -0.1495537072706469 -0.052403085430500401 -0.11945052859600454 -0.12370862908934539 0.10766812765805317 0.089666188137951242 0.11185748110567416 0.058576104331055028 0.11264429676023667 0.12712970408094379 -0.10048562075665005 -0.13816605624390391 0.053275124855915706 -0.11320319302008125 -0.11761757434335054 -0.10134833245146624 0.071560141369107585 -0.13357766851101469 0.10765222984931011 0.06222525417483548 0.048159189572265934 0.14288793318083312 0.11200742958696681 -0.10999655431766975 -0.11836716017395295 0.047321191288039827 0.13087937351999115 0.10322082211690563 -0.093320201452665286 0.059224830052289457
leaf_weight=42.400423116981983 7.7925135716795912 34.226370334625244 58.451982386410236 40.06559381633997 85.546476274728775 19.566972509026527 9.4065487086772901 6.9706027358770362 24.065680712461472 11.911396905779837 11.84441018104553 28.084362179040909 22.057589255273342 31.166494056582451 7.2781004607677451 19.514831148087978 43.499111495912075 23.909596636891369 4.5616612732410422 6.3784060925245276 35.606987506151199 10.018828988075255 7.7998898848891285 21.43333525210619 10.353903636336325 48.88482166826725 19.245807491242886 8.6446178853511793 51.085734330117702 193.981520421803
leaf_count=384 61 183 554 371 190 50 24 26 51 31 90 243 77 258 54 157 139 176 14 20 109 17 25 163 68 152 46 23 312 565
internal_value=-0.000172997 0.0392713 -0.0459315 -0.0346043 0.0590231 -0.0240831 -0.00424849 -0.049017 0.0289053 -0.031044 -0.0424006 -0.0292807 -0.0451466 -0.0270939 0.0290337 -0.00345762 0.0168589 -0.0302321 -0.0949278 -0.101522 -0.00112788 0.0285734 0.000737519 -0.0507624 0.0455989 0.0183617 0.0726545 0.00227801 -0.0750826 0.0740504
internal_weight=945.755 507.921 437.833 379.381 349.361 339.316 158.56 67.4629 91.0969 319.749 268.585 219.807 172.794 144.709 47.0129 113.543 94.028 50.5288 28.4713 48.7788 69.8334 51.1635 41.1446 29.2332 83.3044 59.2387 35.1685 15.9227 58.0563 279.528
internal_count=4633 1741 2892 2338 1047 1967 694 362 332 1917 1681 1277 1064 821 213 563 406 267 190 404 292 236 219 188 271 220 123 77 338 755
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=16 5 10 6 20 21 10 5 7 0 13 15 13 2 17 9 21 5 9 0 16 23 20 23 20 22 20 0 19 13
split_gain=144.077 38.0718 32.6468 31.6073 23.9048 32.9784 21.2177 20.5595 19.1086 21.6482 18.5681 18.0513 16.807 16.731 15.6661 15.4511 15.1417 14.5457 17.0937 13.2163 13.0911 16.3956 12.678 12.6583 25.3078 12.3184 12.1992 12.8209 12.1239 15.5896
threshold=18.594956516900002 24.082771358500001 90.937096262400004 15.635365317800002 37.232443001650005 3.3069203559500004 66.859265246100009 20.769304081650002 19.506002767000002 95.44832900530001 111.98772342380001 30.505324983850006 116.60111757565001 305.67240907785003 168.88575108035005 189.34276022045003 8.9448347342500032 29.741930202000002 207.09414646890002 86.09518316945001 12.644970430600003 -0.222165 41.965446242000006 0.08759500000000002 41.489621506400006 0.63131000000000015 43.477771593600004 85.769879735700016 10.550851274900003 95.937628385050019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 11 19 10 -7 -10 16 20 13 -3 -11 -14 -8 18 -17 22 21 -6 -2 -21 -25 28 27 -24 -16 -30
right_child=1 12 -4 -5 5 8 7 -9 9 14 -12 -13 15 -15 25 17 -18 -19 -20 23 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.099879031386544914 0.058473533025011452 0.10358730471465455 -0.11548682628901628 -0.11963733379847002 0.12901490903325127 0.12090753392101922 0.054239604271563407 -0.16361232167753048 -0.097017547986723865 -0.13848244802605375 -0.14145381763149309 -0.13192247272438659 -0.11161564246618101 -0.095123188819944804 0.061243208385793661 -0.0086944376510322691 -0.065325929186748663 0.10149212862474113 -0.18024772435394204 0.094814333816359675 0.070996553504578896 -0.089642920904608445 -0.025727908638485897 0.082506142661444293 -0.022550147612657119 0.12363030072027173 0.047317849694425825 -0.21898286753842094 -0.087740212409566587 -0.006315663945856898
leaf_weight=35.680849581956863 47.517966516315937 17.184987366199497 54.610934652388096 37.422597140073776 4.7802801504731205 7.5562003403902045 63.275129869580269 6.5603209510445586 51.265580467879772 10.602413721382616 6.5334770530462256 5.8141138553619376 22.986354328691959 5.6238783895969382 16.434982843697071 33.953640677034855 12.72094567120075 9.1377568244934064 7.0067099854350081 129.78777533769608 64.503031618893147 12.133402645587919 11.974124163389211 69.776889443397522 34.15429325401783 6.3583680987358084 13.213601030409334 4.8126061856746665 33.584566034376621 78.416838258504868
leaf_count=299 134 43 554 371 13 16 201 50 432 98 41 56 176 38 70 167 69 22 49 311 218 92 52 176 137 16 42 33 267 390
internal_value=-0.000215408 0.0362474 -0.0433813 -0.0325797 -0.0226206 -0.0131622 0.049804 0.00677379 -0.0351469 -0.0411428 0.0203179 0.0383068 -0.0203475 0.0545922 -0.021442 -0.0437354 0.0342256 -0.0125901 -0.0380405 0.0621211 0.0504632 -0.0278441 0.02634 0.0739888 0.0479821 -0.012236 -0.0245567 -0.0811324 -0.0189622 -0.0307315
internal_weight=915.385 496.22 419.164 364.553 327.131 291.45 400.327 89.0899 204.219 196.663 82.5296 87.2308 95.8933 22.8089 145.397 73.0845 75.9961 50.0981 40.9604 311.237 81.4167 16.9137 77.5183 233.719 103.931 134.795 30.0003 16.7867 128.436 112.001
internal_count=4633 1741 2892 2338 1967 1668 1246 361 1289 1273 311 379 495 81 841 414 270 238 216 885 323 105 261 624 313 743 127 85 727 657
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=16 3 10 6 15 0 21 20 20 21 23 23 15 0 6 21 13 18 9 5 5 15 21 22 9 2 20 0 5 6
split_gain=121.014 32.0413 29.6602 28.4216 23.2277 23.7581 21.2462 28.8893 20.5962 27.3145 17.3168 19.5223 17.1946 17.0567 17.0606 18.8722 17.6442 16.8665 15.7431 20.3408 16.1366 15.3764 14.8227 14.2334 14.225 13.946 22.4111 26.7587 12.8838 12.5703
threshold=18.594956516900002 93.883646373400012 90.937096262400004 15.635365317800002 46.674706678850008 91.109157582800023 0.49227235280000009 31.914316944300001 37.232443001650005 3.3069203559500004 -0.15849499999999997 -0.22831499999999999 28.983869461100003 95.550490414250007 13.665319288000001 18.870920756500002 95.811270852950017 17.370891598500005 186.16747084260001 31.794087907800002 23.714185006400005 30.505324983850006 6.5613067478000007 -0.045684999999999996 181.33671263215004 108.63443756215001 42.154118731400011 86.208098410950015 21.252944829650001 13.825323026450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 5 24 7 -3 -1 21 11 -11 -7 -12 15 16 -15 23 20 -20 -8 -10 -6 -18 -2 -26 -27 -28 -29 -16
right_child=1 6 -4 -5 22 12 18 -9 9 10 13 -13 -14 14 29 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.094444732989246175 -0.073378956480023808 -0.14005602276859155 -0.11189990876806821 -0.1160112602489847 -0.16349065152639353 0.064355533039157448 0.07950452044444882 0.11580407672758086 0.046030033281628843 -0.026594923004433529 -0.10337090775460954 0.12154556461961685 -0.024886526266468017 -0.13231718545247556 0.12417960774496135 0.067442504292870839 -0.10334365543216027 0.073667842574019454 -0.11224076008539874 0.13189325497893023 -0.054992642084126367 -0.12821855547789043 0.020692103159516011 0.016705381444954873 0.098978577728408762 0.073316220133644194 -0.20343709303612156 -0.083358403315140758 0.059708937837064227 -0.014120320680906677
leaf_weight=34.04657781869173 7.0309936627745619 5.6175080239772823 50.916335016489029 34.865074530243874 8.2227074354887026 34.39627568423748 15.797072343528269 20.580702602863312 80.350684307515621 24.074482038617134 40.00833310931921 14.109319217503069 57.988717883825302 26.7078517973423 10.986036568880083 12.261168740689753 28.568386606872078 11.632011845707892 34.719044141471386 3.7848559468984595 20.491973772644997 5.4049015343189231 9.3244205191731435 15.094406560063364 105.42129112780094 121.39400070160627 6.2518173679709426 8.5158781409263593 24.130897603929043 16.357413031160831
leaf_count=299 33 49 554 371 62 96 40 46 323 148 375 40 278 260 22 37 219 37 220 7 138 56 38 71 247 330 44 43 70 80
internal_value=-0.000231217 0.0335452 -0.0405303 -0.0302786 0.0467675 0.0521684 -0.0165569 0.0609417 -0.0209261 -0.0121606 -0.0324227 0.0281446 0.00833959 -0.0467326 -0.0280988 -0.0482718 -0.0655736 -0.0333358 -0.0437028 -0.0882429 0.00355564 0.0350477 -0.0656172 -0.0618422 0.0670142 0.0707291 0.05215 -0.0139052 0.02239 0.0414458
internal_weight=889.051 483.668 405.383 354.467 382.677 365.13 100.991 26.1982 319.602 285.555 199.799 38.1838 92.385 161.616 121.607 94.2638 82.0027 55.2948 74.7929 38.5039 36.289 85.7556 17.5471 43.6628 272.745 265.714 160.293 38.8986 32.6468 27.3434
internal_count=4633 1741 2892 2338 1241 1141 500 95 1967 1668 1289 188 374 1101 726 624 587 327 405 227 178 379 100 290 767 734 487 157 113 102
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=16 10 0 6 18 16 6 20 15 21 17 6 10 23 23 3 2 20 21 8 0 18 21 5 23 2 20 22 12 22
split_gain=101.987 26.8928 26.8058 25.5481 23.5144 29.2649 18.6596 17.7141 24.8824 22.8965 17.5388 16.7254 18.4102 16.2232 20.7296 19.0303 18.2861 14.0816 21.2931 18.4258 13.7076 13.0136 12.7939 16.0567 19.7073 12.4919 12.1823 14.426 12.095 14.4738
threshold=18.594956516900002 90.937096262400004 86.09518316945001 15.635365317800002 13.900697602550002 22.624947093000003 13.400313096150002 37.232443001650005 30.054399297400007 3.3069203559500004 167.17143786700004 13.500315432750002 80.538140213850014 0.085235000000000019 0.093325000000000033 85.589753040950015 193.30716668855004 41.965446242000006 1.9425901130500003 6.2451263653500009 98.752444047600008 17.142803710550002 18.870920756500002 12.451585980350002 -0.15148999999999999 110.58799860680001 38.396531328800009 -0.13734499999999997 157.18216850795002 -0.086800000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 7 28 6 -6 -1 9 -9 -11 12 21 -8 16 -16 25 19 -19 -2 -13 -12 23 24 -14 -15 -21 -28 -4 -30
right_child=2 -3 4 -5 5 -7 13 8 -10 10 11 20 22 14 15 -17 -18 18 -20 26 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.089350338066133767 -0.13680340597365973 -0.10860975365735591 0.094760247733666869 -0.11273917797878599 -0.16176538468633508 0.1133543337624652 0.056132437564821197 0.041583505160733808 -0.11655674626325169 -0.11044132278630497 -0.090608239830210366 0.059741936310057968 0.078690226005967645 -0.13492540995818667 -0.11049436819156321 0.063513693924138526 -0.19847211967482467 0.10311091786073832 -0.06240582724393972 0.1005509452708413 -0.11859323256142403 0.063696492651743195 0.1107324978856476 0.043321790865340055 -0.12716122642655822 0.01687485499913156 -0.10073422238715489 0.034798214032468744 -0.042428052365115536 0.06503834336090962
leaf_weight=32.472030028700829 6.6563065573573104 47.394936114549637 100.78221151977777 32.415683895349503 6.9456712678074828 26.498751655220985 42.429279237985611 80.0638128221035 20.786138691008091 20.242593541741371 48.957039639353752 39.671194471418858 6.338994279503825 8.1250998079776782 7.8896626159548751 30.901881858706474 9.2926847860217077 9.0408342704176885 55.39778308570385 21.514363281428814 4.8354630991816512 6.15250190347433 9.9212929606437665 24.21674020588398 17.461894370615482 16.288926959037781 9.4346295297145826 46.859313696622849 16.095886074006557 56.609031192958355
leaf_count=299 61 554 247 371 43 59 132 323 212 196 391 159 32 60 53 89 70 24 338 50 32 20 22 97 184 61 67 154 69 164
internal_value=-0.000243584 -0.0379962 0.031107 -0.0282542 0.0473375 0.01811 -0.00259884 -0.0194517 -0.0113061 -0.0028219 -0.022818 -0.0115602 -0.0320036 0.00702043 -0.0217222 0.0281229 -0.0790866 -0.00397588 -0.0391836 0.0228843 0.0403666 -0.0733815 0.00735366 -0.0140062 -0.0723359 -0.033645 0.0365452 0.0120835 0.0723338 0.0412467
internal_weight=861.693 390.93 470.762 343.535 321.859 148.372 121.873 311.12 278.648 257.862 177.798 157.555 113.048 114.928 72.4983 38.7915 33.7067 148.903 64.4386 84.4646 44.5067 55.1095 57.9389 48.0176 23.8009 24.414 77.8083 56.2939 173.487 72.7049
internal_count=4633 2892 1741 2338 1047 567 508 1967 1668 1456 1133 937 746 465 333 142 191 694 362 332 191 411 335 313 216 121 271 221 480 233
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=16 5 5 17 15 20 3 0 21 22 0 16 4 17 22 18 8 8 6 9 6 2 19 5 22 23 20 2 17 9
split_gain=85.9828 24.5859 24.3737 28.8896 21.4817 24.5052 16.6829 21.012 16.6367 21.5394 16.1462 17.9589 14.8976 16.7324 20.8603 15.3721 14.6029 13.2681 12.451 12.052 11.9702 11.5511 11.0167 12.9737 10.8379 10.3453 11.2106 18.1422 11.9084 13.7512
threshold=18.554956610400005 23.714185006400005 7.754880527600001 166.68115439205005 29.171703351550004 38.238138001450004 85.589753040950015 96.082805124100005 17.629804977050004 -0.156745 76.535026057600007 11.949972055800002 168.18037996940004 202.63429796970004 -0.094409999999999994 17.108018746400003 8.8430989333000021 9.4426310644000022 16.645388916850006 226.58992707320002 6.8351597024000013 312.25197865035005 10.650859343850001 13.477720021600001 -0.054875 0.091885000000000022 48.393869453650005 305.67240907785003 192.00947391610003 192.57902085675002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 -4 5 21 7 -2 -1 -10 -7 20 24 -14 -15 -16 -8 18 -18 25 -12 -5 23 -22 -13 26 28 -28 -3 -30
right_child=1 19 3 4 -6 10 16 -9 9 -11 11 12 13 14 15 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10916967361650315 -0.082450044118726917 -0.11923987801489309 -0.095827348809776752 -0.093707934411306745 -0.098528025952307391 -0.11988591224076445 0.054481731200874545 0.06053383761051654 0.10760477812931646 -0.14468606768266248 0.148041902855897 -0.1431068849279214 0.067774773016682249 -0.11267976914842659 -0.060658345664292096 0.089336261315486137 -0.016224433362360419 0.078016325267492428 -0.2164407876454936 0.11865619504504402 -0.13821214053410147 0.099726500088988312 -0.11985180519807191 0.072008066267800971 0.048141263601228626 0.019524174552805567 0.12672517416625304 -0.13073091046322066 0.12922896525095168 -0.058513688792105015
leaf_weight=61.326643764972687 22.979126684367657 24.415337905287743 46.070813797414303 32.894522719085217 24.604199104011059 8.6022322401404363 296.29167219996452 18.594019517302513 8.8020423576235753 5.4975700154900542 2.874639928340911 7.7113500535488129 95.087431132793427 13.084382601082323 10.355849213898184 20.082439742982388 8.1424551755189913 6.9720427840948096 5.0215178132057181 6.3675281256437293 4.3894163593649891 3.4068696647882453 16.616095446050167 8.8643484786152822 4.8122506812214834 35.377056479454041 7.9021722823381406 4.1874483078718185 4.9101438522338894 18.989123351871967
leaf_count=711 150 211 479 314 251 107 917 53 22 51 16 69 344 103 67 62 32 19 34 13 45 18 168 30 15 144 20 39 14 115
internal_value=-0.000258186 0.0287097 -0.0357958 -0.0229853 -0.00974108 -0.000192547 0.0410568 -0.018499 -0.0865214 0.0106101 0.0140205 0.0202849 0.0348316 0.0442688 -0.00708651 0.0383044 0.0488815 -0.0335238 -0.0925988 -0.0145635 -0.0468557 -0.0755542 -0.0656125 0.00238679 -0.0696189 -0.0234199 -0.0485711 0.0375508 -0.0701211 -0.0199417
internal_weight=835.233 460.15 375.083 299.457 253.386 228.782 358.001 41.5731 75.6263 14.2996 192.48 183.878 151.134 138.61 43.5227 30.4383 316.428 20.136 13.164 102.149 32.7445 36.3014 29.8699 13.2538 12.5236 95.7813 60.4042 12.0896 48.3146 23.8993
internal_count=4633 1761 2872 2088 1609 1358 1205 203 784 73 1026 919 660 576 232 129 1002 85 66 556 259 332 243 75 84 543 399 59 340 129
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=16 5 6 15 10 22 20 9 10 16 21 15 16 19 22 23 22 10 22 10 21 16 20 22 7 7 21 6 9 5
split_gain=72.3904 22.3353 24.3464 21.6459 24.397 19.2238 15.9484 22.3906 15.7057 30.4052 17.2449 14.5917 16.9401 23.0598 18.7327 17.3462 16.2095 14.5496 13.088 13.0391 14.0718 12.2948 22.8967 14.0052 14.9913 14.6208 11.7917 12.6173 11.776 19.0473
threshold=18.554956610400005 10.726864994700001 15.635365317800002 46.055224235250002 60.87206898960001 0.70681500000000008 44.749265482150008 40.734022239000005 64.369753017350021 21.074950717600004 11.845349650450002 29.171703351550004 13.534968349350001 11.850956171350001 -0.237895 0.09117500000000002 -0.59614999999999996 58.309968391300011 -0.156745 61.917879202350001 15.294585115650001 22.454947490600002 42.081757894750005 -0.11534 22.435297587800004 22.598495330900004 17.629804977050004 5.1351199812500008 197.00658341100004 21.363989181350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 17 11 -1 18 21 10 -10 12 -3 -14 16 -16 -15 -2 26 -5 -21 -6 -23 -24 -25 -26 27 -8 -27 -30
right_child=3 2 -4 19 8 -7 7 -9 9 -11 -12 -13 13 14 15 -17 -18 -19 -20 20 -22 22 23 24 25 28 -28 -29 29 -31
leaf_value=-0.10730017526179605 -0.0014571186780443681 -0.050840941963800068 -0.10707510810973114 0.060574938940575765 0.10234735537313058 0.10597839630870809 -0.119053746664452 0.1413982080123346 0.032514220765044545 -0.20874880693605091 -0.13329961134813462 -0.091902304100376267 0.10386458129301901 0.041707191757197754 0.050609403002699963 -0.043322075699870552 -0.13322691792080602 -0.13441391368275474 -0.11269769925728508 -0.10672464363642774 0.071430625627679059 0.06920833660991263 0.090284437244088245 -0.17881219565185591 0.11315876041156542 -0.11397520929481085 0.086802883718830451 0.17601341783490781 -0.13824627449477497 0.052676096427464507
leaf_weight=58.444971688091755 26.771789066493511 58.104338839650154 27.254935629665852 9.1703406274318677 46.232548519968987 14.110024526715277 8.7141948044300097 6.6264963671565047 113.74476175755262 5.9207395911216727 6.6382562071084967 21.88316198438406 23.456393785774708 7.5561557412147549 55.041411340236664 30.584179759025574 17.715624049305916 11.884153708815573 20.535332433879375 25.197183541953567 5.3802402988076201 132.27047069370747 13.059559419751166 5.6795432493090621 8.3627885580062848 12.225761644542215 8.8653884008526784 1.7382577210664738 7.0143853127956417 20.487990856170654
leaf_count=709 161 453 359 32 118 33 112 33 428 39 47 234 58 31 230 195 159 86 236 191 20 376 35 35 18 69 25 5 42 64
internal_value=-0.000299827 -0.0336818 -0.0177402 0.0264502 0.0332762 -0.00708228 -0.0725323 -0.0288141 0.0411407 0.0124897 0.0233708 -0.014525 -0.00572696 0.0137836 -0.00526982 0.0170585 -0.0809224 -0.0423326 -0.0571158 -0.0440114 -0.0753774 0.055891 0.0451035 -0.00260501 -0.0251656 -0.00701996 0.00196919 -0.0699837 -0.0323176 0.00398201
internal_weight=810.671 360.631 255.706 450.041 410.293 228.451 104.925 46.4797 371.637 126.304 120.383 214.341 192.458 134.354 110.897 85.6256 25.2718 38.6559 39.8532 39.7478 30.5774 245.333 199.1 66.83 53.7705 48.0909 19.3178 10.4525 39.7281 27.5024
internal_count=4633 2872 1752 1761 1518 1393 1120 411 1271 514 475 1360 1126 673 615 425 190 247 378 243 211 757 639 263 228 193 142 117 175 106
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=8 10 15 0 0 16 21 21 19 8 22 7 18 18 22 12 23 23 16 17 18 2 16 22 3 21 22 22 23 23
split_gain=62.1631 21.0159 23.0639 22.6772 23.161 19.2842 18.7613 16.4028 15.4236 14.8003 19.0379 13.8268 13.6055 13.3167 12.592 13.0864 17.2819 13.7363 12.0559 15.8339 13.0623 11.7298 11.5849 11.516 14.142 10.9766 10.0357 15.7246 19.95 12.5301
threshold=7.8438787148500007 70.182199495350019 46.055224235250002 95.988709089550014 97.886760529650019 11.864972254500001 16.464809133250004 5.9607024329000007 11.950964240300001 8.8430989333000021 -0.084729999999999986 26.709562027450005 16.012058908900006 13.956123578150001 -0.60414999999999985 163.66964307765002 -0.15544999999999998 -0.25587999999999994 17.684958644900004 209.79142458570001 15.771515858900001 206.22726210890002 22.724946859200003 -0.088880000000000001 84.388012256650015 15.294585115650001 -0.078549999999999995 -0.082654999999999992 -0.11595499999999999 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 13 -5 6 -1 18 11 26 -11 12 21 -3 -10 -16 17 -17 19 20 -6 -7 25 -18 -25 -4 27 28 -2 -28
right_child=1 3 22 4 7 8 -8 -9 14 10 -12 -13 -14 -15 15 16 23 -19 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.10075998275020351 -0.18465120736023205 0.09919886503453347 -0.092345333565733004 0.059963890756816254 -0.092228344292037578 -0.048008100620227027 0.037320914676476406 -0.11409532501913858 0.082006125928077031 0.04184209301926909 -0.10817650611390664 -0.084143251231848404 0.11320493804900006 -0.1007548285067162 -0.086861480067524782 -0.08788765667100068 -0.10456176079244482 0.079459834784062155 0.1102496885808093 -0.15360681347210325 0.071257286588113117 0.079123293886966151 0.077275480900921109 0.047012652190196805 -0.14797636165013517 0.064100454004728996 0.097100216784490906 -0.077240726238966939 0.046047829990661732 0.041839933761556376
leaf_weight=67.703434206545353 3.8753329515457144 3.7050061598420134 26.581596083939079 50.081442475318909 7.3868855610489907 18.168863989412788 11.513344734907148 17.467058546841145 7.8461348414421073 20.160076513886452 14.574820697307585 10.312859036028383 17.674461871385574 32.969780117273331 52.037456870079041 6.3704125881195095 25.033888965845108 21.321435205638409 8.2198656722903234 7.3677521273493758 14.442326955497263 12.084577128291128 6.8587606698274604 14.699673838913442 4.9795567318797103 5.3950240910053244 67.977159149944782 13.032059438526629 114.48641923815012 103.51953034847975
leaf_count=852 25 13 203 172 58 151 56 149 29 76 90 107 65 323 555 61 244 82 21 73 60 44 20 69 48 20 182 67 374 344
internal_value=-0.000295823 0.0199724 0.0323262 -0.0128623 0.0107894 -0.039225 -0.0806913 -0.0340823 -0.0219844 0.0407209 -0.021106 0.020896 0.0434977 -0.0805549 -0.0408628 -0.0486097 -0.0211181 0.0409621 0.00326969 -0.0268485 0.0159346 0.00277386 -0.0406549 -0.0595658 -0.00232662 -0.0659501 0.047811 0.0270154 0.0384944 0.0637438
internal_weight=787.847 518.101 376.461 141.64 104.965 269.746 79.2168 54.8839 190.529 337.625 34.7349 58.2408 47.9279 36.6748 132.289 124.442 72.405 27.6918 37.4168 29.197 21.8292 30.2534 38.8354 44.7131 19.6792 31.9766 302.891 131.394 118.362 171.497
internal_count=4633 2270 1401 869 533 2363 908 361 1455 1158 166 367 260 336 1088 1059 504 143 212 191 118 195 243 361 117 223 992 466 399 526
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=8 6 0 22 21 16 21 6 6 20 21 22 22 8 23 20 0 16 17 16 22 22 17 20 22 16 20 20 20 6
split_gain=52.382 18.0605 22.6999 20.8732 17.2568 17.0905 16.642 14.0645 17.8851 15.497 16.4697 16.3888 20.2196 14.5365 13.889 15.1157 13.1248 11.915 11.6885 16.8868 18.7254 13.0643 12.5748 11.3463 10.6349 10.0724 10.497 9.2192 12.2076 10.4127
threshold=7.8438787148500007 14.825346391850003 86.09518316945001 -0.057599999999999998 0.49227235280000009 11.864972254500001 16.464809133250004 17.435407375500002 4.9151148409000003 40.767054867700004 3.2738626606000003 -0.237895 -0.59238000000000002 5.1459841250500009 -0.15849499999999997 49.064150740050003 100.69082235970002 9.9149768145000028 201.39543491635001 22.624947093000003 -0.084729999999999986 -0.0309 204.45912381470004 41.965446242000006 -0.13734499999999997 14.184966829400002 42.081757894750005 39.896141435400004 35.119813570500007 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 17 -3 6 -1 8 -7 13 -11 12 -12 -10 -13 -16 -15 -2 -4 20 -20 -22 -23 24 -6 -5 -27 28 -19 -29
right_child=1 2 18 25 23 7 -8 -9 9 10 11 14 -14 16 15 -17 -18 27 19 -21 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.097133772251386474 0.099858110051557106 0.094716299469899692 0.060671813826341264 -0.092303947571682976 -0.10745136673614142 -0.083159761105568358 0.033658350992947221 -0.12111502298259309 -0.10992641750647546 0.098188876357441501 0.13319935537659156 0.097517764033417415 -0.13300094080714109 0.070825539845647739 0.022397926064766007 -0.14871250555958285 -0.068834074280029522 0.0386607343839891 0.033550320153676892 0.11115767387501337 -0.2170091463831883 -0.16345642132347074 0.043326572250500371 -0.060739024841002187 0.023953747413235051 0.06152418641664556 -0.050030721701118996 -0.10013827723156575 -0.13287078488150184 -0.00022922686427876736
leaf_weight=63.430643886327744 5.4031195342540732 14.796383425593374 182.28276484459639 6.0315925031900397 7.0200283899903289 29.94372745603323 11.490788921713827 12.91499464958906 19.941506922245026 23.256675712764263 3.5480997785925892 19.122956618666649 14.572347566485403 13.796705044806005 28.558149605989456 6.3019253239035598 13.135473892092703 5.1070249676704433 27.193611025810242 12.712580822408198 6.0804381147027025 4.8432367220520973 7.4869501739740372 41.711337875574827 50.215071253478527 51.167240127921104 10.100094839930533 14.584485612809656 22.117391392588615 36.63582469150424
leaf_count=852 15 44 575 54 57 342 56 172 255 77 13 62 169 49 152 59 105 29 104 32 48 31 26 264 181 186 60 129 196 239
internal_value=-0.000303974 0.0184572 0.0308023 -0.0104843 -0.00600934 -0.0367773 -0.077074 -0.020466 -0.0129164 0.0018716 0.0250137 0.00141137 -0.0808772 -0.0452089 0.0290331 -0.00853503 0.00271017 -0.0437773 0.048205 0.00923696 -0.0191743 -0.0970518 -0.0378968 -0.0210718 0.00783658 0.0309956 0.043134 -0.0536706 -0.100693 -0.0286774
internal_weight=765.503 505.489 354.342 151.147 113.743 260.014 74.9214 185.093 172.178 142.234 95.3602 72.1035 18.1204 46.8737 53.983 34.8601 26.9322 83.8478 240.6 58.3168 45.6042 18.4106 12.3302 98.9464 57.2351 67.2989 61.2673 78.4447 27.2244 51.2203
internal_count=4633 2270 1362 908 546 2363 908 1455 1283 941 532 455 182 409 273 211 154 608 816 241 209 105 57 502 238 300 246 593 225 368
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=8 0 20 17 23 8 0 23 15 13 16 10 12 21 21 6 22 18 20 17 2 19 21 4 13 7 22 13 3 21
split_gain=44.2752 15.8993 15.6034 15.4184 16.8473 14.3777 17.7055 13.3315 13.2089 13.5435 24.5155 14.5426 13.0636 12.7531 11.1918 14.6058 11.2707 13.761 11.0855 10.9299 10.2161 18.901 13.4729 10.4092 10.0989 11.0519 10.8284 9.99645 9.76028 9.06829
threshold=7.8438787148500007 102.75018128760001 40.722669576350008 166.68115439205005 -0.13578999999999999 5.1459841250500009 103.75566462840003 -0.25843999999999995 46.055224235250002 115.13321943645001 21.074950717600004 62.111448187750007 293.55977308740006 3.1113400544000003 0.54612131245000006 17.535409712050001 -0.017745 13.934548574650002 43.847394126900006 190.68993848360003 212.16877499140003 12.951044929850001 8.9448347342500032 180.98021180325003 117.61735474900001 23.543468673550006 0.022350000000000005 121.22795401815002 93.883646373400012 5.7892729308500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 13 7 -1 29 -5 9 10 18 14 -6 -4 -11 16 17 28 20 -13 22 -22 -2 -24 26 -26 -10 -17 -16 -7
right_child=1 -3 3 4 12 6 -8 -9 24 11 -12 19 -14 -15 15 27 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10937412385141863 0.036934454578831245 -0.10782962829565648 0.060849444207328053 -0.059527197196340136 -0.00057114276779616656 0.066714888766760863 -0.11878431207849412 0.078673895088089821 -0.11824820989596477 0.10084317431265172 -0.21198858849054708 -0.042244165805940634 -0.081730150353135245 -0.099595724127799712 0.032175862822735421 -0.17405230964428098 0.079428425924338852 -0.14418597496146479 -0.10325723662979452 0.079903328248632707 0.046388166701792868 -0.13553905318745102 0.077690271315400017 -0.067240182476130284 -0.071275489077094065 0.093305998874815679 0.06987428554820381 0.013303692503381462 -0.054106482810583612 -0.090536564358556518
leaf_weight=44.107506956905127 143.53649627789855 9.9944006092846376 5.8725082948803893 8.8036504276096803 63.106926500797272 16.714891150593761 12.183848660439251 33.695690646767616 16.934365488588814 15.192572198808191 5.0432256981730452 7.9689095839858046 28.922693226486444 31.67594675347209 64.143191181123257 6.8598778173327428 25.508641391992569 5.8589354008436194 8.1265137679874879 90.750786751508713 11.135696504265072 11.72220806032419 6.2704923674464252 23.63301932066679 7.3108140602707889 9.2331408038735372 3.7344761639833441 4.869208537042141 16.478598549962044 4.6979272663593283
leaf_count=613 598 112 31 79 468 66 169 148 145 40 34 35 330 424 217 51 74 41 103 268 58 108 26 162 54 31 13 21 79 35
internal_value=-0.00032354 0.0170165 -0.0346387 -0.0178433 -0.00202919 -0.0718323 -0.0225455 0.0500458 0.0195929 0.0243574 0.00581966 0.0406981 -0.0260775 -0.0745024 0.0198434 0.00989666 0.0210163 0.00378682 0.0111931 0.0700433 0.0159312 -0.0469095 0.024213 -0.0368496 -0.0376507 0.020577 -0.084258 -0.0962734 0.0145403 0.0322143
internal_weight=744.087 494.306 249.782 172.077 134.529 77.7042 33.5967 42.4993 484.311 447.098 209.468 237.631 92.0296 37.5485 138.911 123.718 111.989 86.4807 204.424 98.7197 196.298 22.8579 173.44 29.9035 37.2128 16.544 20.6688 11.7291 80.6218 21.4128
internal_count=4633 2270 2363 1480 1025 883 270 227 2158 1915 1089 826 798 455 523 483 411 337 1055 303 952 166 786 188 243 85 158 72 296 101
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=5 17 20 9 23 13 0 7 15 13 5 16 15 2 7 10 13 14 20 21 3 6 17 21 16 21 21 10 20 9
split_gain=37.6906 20.4245 13.4394 22.5221 11.659 10.6877 10.3516 21.6191 11.181 14.2321 15.878 11.1247 22.8043 11.7284 12.6581 28.7712 12.2483 13.6244 12.1184 11.8018 15.4173 10.5568 10.4635 9.20203 9.05615 10.0494 8.45399 9.06056 10.6252 10.6951
threshold=11.783123780850001 166.68115439205005 44.749265482150008 38.283670303850009 -0.27297999999999994 120.78166996855002 102.75018128760001 24.123805364200006 46.055224235250002 118.84598011460001 30.133297129900004 20.394952307700002 31.445204138150004 319.32263744460005 19.052023743050004 68.20618276945001 109.34496908160001 287.24487179220006 47.079243513300007 6.9984086918000008 84.812788641250009 15.205355270700002 206.53037489145004 18.870920756500002 22.694946929300002 15.294585115650001 9.1670574189500034 64.630533455950015 42.154118731400011 194.57718764590001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 23 -3 -2 8 -8 9 11 -11 12 13 14 -6 18 17 19 -16 20 22 -14 -17 -4 25 -10 -13 28 -28 -30
right_child=1 4 3 -5 6 -7 7 -9 24 10 -12 26 21 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.091104614704944978 -0.072658471443810477 -0.071009773329859097 -0.096119198985168922 0.10050613145147723 0.1264542787961638 0.11909966152711826 0.12364856635711907 -0.10129205456185718 -0.090120008421747 -0.15965594345842959 0.085892737109526551 0.050477466617371042 -0.078041709642234641 -0.091161731224663672 -0.13100589723281789 0.055279644854157289 0.099594267558804295 0.068338316098752044 0.037398581698517099 -0.062990906009253972 -0.14551931747786331 0.069759250582256807 -0.055931958012914854 0.019140251101169597 0.056758722630322417 0.066256099713102992 0.053018844276285518 -0.12020767741750832 -0.12961108799436746 0.015220427957918085
leaf_weight=54.360567048192024 39.13105771318078 15.857480868697165 22.252481866627932 11.936004772782324 12.421449489891527 3.139761120080947 5.5796402692794826 18.241040326654911 22.960580050945286 8.5032529830932599 3.8148905113339415 189.42934361845255 35.542613849043846 8.5081391930580121 15.909598417580129 49.998261980712414 26.018645212054253 46.366858258843422 5.8421442210674277 21.537625148892403 5.045700952410697 5.5930381156504145 10.18325340002775 10.057463712990282 8.3110732212662679 5.0055308863520613 36.256281681358814 5.0436193123459807 7.7446566894650486 14.923588320612906
leaf_count=791 466 147 315 63 37 10 13 176 194 68 11 647 314 74 212 183 65 178 26 167 48 23 69 47 31 18 113 29 44 54
internal_value=-0.000327693 0.00871179 -0.0577979 -0.0168772 0.0135652 -0.0584152 0.0159232 -0.0486031 0.0187437 0.0225688 -0.0836103 0.0252039 0.00991517 0.023746 0.0288031 0.022098 0.0368415 0.0245774 -0.0857753 0.00119167 0.0223844 -0.0579458 0.0364616 -0.0602412 -0.0348934 -0.0621309 0.0398633 0.0084313 0.0194421 -0.0342616
internal_weight=725.516 626.909 98.6065 44.246 584.638 42.2708 568.781 23.8207 544.96 508.683 12.3181 496.365 242.967 201.832 193.324 180.902 159.15 133.132 21.7517 86.7648 65.2272 41.1357 60.1815 32.3099 36.2772 27.9661 253.397 63.9681 58.9245 22.6682
internal_count=4633 3417 1216 425 2941 476 2794 189 2605 2362 79 2283 1396 1059 985 948 710 645 238 467 300 337 252 362 243 212 887 240 211 98
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=5 17 21 22 23 22 23 17 23 16 3 23 17 6 17 15 16 0 12 20 23 9 4 21 9 17 9 17 22 7
split_gain=32.3455 20.7448 11.2836 15.3978 10.5121 10.4541 30.3234 17.217 12.3156 24.1703 16.8719 14.0826 11.9881 10.7239 13.4594 10.0944 9.29981 9.7474 9.18516 11.682 11.3349 10.7873 10.6103 10.4681 9.64059 8.81014 8.01097 8.00968 9.90883 13.2716
threshold=7.754880527600001 166.68115439205005 17.629804977050004 -0.156745 -0.27297999999999994 -0.24275499999999997 0.091705000000000023 196.01244718945003 0.080545000000000019 13.534968349350001 67.821733256800016 0.077990000000000018 238.05090660085003 16.585387514950003 174.47088669260003 26.912781836550003 22.624947093000003 86.036037090600004 90.571070795850019 41.685324604100011 0.088145000000000015 181.33671263215004 128.88186563570002 15.551195696050002 186.70853236170004 203.65799419860002 38.283670303850009 203.65799419860002 -0.0309 24.374195395050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 -4 -3 6 -6 -8 10 -10 -7 13 18 14 -12 26 17 -16 22 21 -21 -20 -11 -22 -23 -9 -2 -26 29 -29
right_child=1 4 3 -5 5 8 7 25 9 12 11 -13 -14 -15 16 -17 -18 -19 19 20 23 24 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.097520734769902806 0.10811387598137033 -0.068032057788596847 0.094636442162698467 -0.13645519754107688 -0.10357540862989389 0.23401937588983468 0.071274988244046697 -0.215007027354541 -0.12474382679294604 0.090791711118536636 0.090946112628205372 0.080449424459311969 0.12952518711435576 -0.13366529503472346 -0.12296245345450862 0.044109902803061644 0.07258368304704281 -0.00076430422916127963 -0.10601410591918747 0.020925437747427569 -0.053818026595498718 0.099145967229666732 -0.088915104422283509 0.055978265692921338 0.036244012950222657 -0.011222043951585329 -0.09268354015066535 0.079801889213162613 0.048704297848922697 -0.12031442564920823
leaf_weight=43.329203829169273 2.1062903925776473 16.448554310947657 7.9180313348770142 4.5345002226531488 27.947573717683554 4.4255750589072695 28.982697781175375 3.3582908287644369 13.250292304903267 4.0745027810335186 21.772329151630402 48.003298167139292 8.5877688899636251 4.6513359658420077 7.4647442549467078 7.7589452080428591 14.757879264652727 52.000828973948956 5.6707636080682269 65.873012367635965 57.700049392879009 20.243163473904133 16.966218546032906 10.221805334091185 136.71726925671101 5.7603978775441647 35.04245924577117 4.4468826726079049 12.000865198671816 13.009019315242766
leaf_count=715 5 162 22 51 277 17 98 28 189 11 82 181 24 64 99 46 50 286 57 340 356 56 131 37 537 45 502 13 46 106
internal_value=-0.000335698 0.00594268 -0.0734096 0.0104861 0.0108154 0.0130215 -0.0244612 0.0335694 0.0177657 0.00786784 0.0416097 0.0358814 0.0128104 0.0146248 0.0218099 -0.0596311 0.00152989 -0.0161039 0.00992125 0.0140558 -0.00863024 0.0298573 -0.0541152 -0.0372944 0.0339904 -0.0862733 -0.0812986 0.0260532 -0.021245 -0.0693349
internal_weight=705.025 649.243 55.7817 12.4525 604.335 587.887 66.049 38.1014 521.838 368.762 153.076 148.65 355.511 100.647 95.9958 44.9077 74.2235 59.4656 346.924 325.883 133.795 192.088 21.0407 67.9219 186.417 9.11869 37.1487 166.174 29.4568 17.4559
internal_count=4633 3845 788 73 3292 3130 448 171 2682 1903 779 762 1714 581 517 553 435 385 1690 1548 733 815 142 393 758 73 507 702 165 119
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=5 3 9 6 0 7 0 0 0 5 20 9 5 22 22 9 6 5 20 23 18 16 0 10 10 2 22 23 5 21
split_gain=28.791 15.5463 13.9676 12.465 13.655 13.3217 11.9595 14.558 12.4239 13.0496 11.2909 18.2428 10.2022 15.0794 9.51972 9.21253 8.87725 15.9371 13.3652 10.8421 10.04 13.4841 19.5629 12.7048 25.0142 11.1568 13.915 8.4342 13.4393 9.14556
threshold=11.783123780850001 103.28787291370001 71.932467616300016 14.845346859150002 86.09518316945001 19.627338137150002 95.44832900530001 93.047535894850014 98.230883170350012 13.812766882300002 44.749265482150008 38.283670303850009 16.316541761950003 -0.23890999999999998 -0.237895 57.312778687900007 16.455384477450004 22.825270530250005 41.243661560350013 0.088145000000000015 13.552878921100001 22.624947093000003 90.321439350550008 66.859265246100009 68.327163385350005 131.42729508740004 -0.086800000000000002 0.077990000000000018 20.389142059250002 0.54612131245000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 6 5 -5 7 14 12 -10 -1 -12 -8 -14 -2 -9 20 18 -18 -20 25 22 -22 -24 -25 -6 -27 28 -7 -29
right_child=1 2 -4 4 16 27 8 15 9 -11 11 -13 13 -15 -16 -17 17 -19 19 -21 21 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.086025835105743603 -0.08364458028933229 0.013393346210795937 -0.11208243635662157 0.12412179954866598 0.10305940464688608 0.12545529653180917 0.093856641353378456 0.048610127494341349 0.027762980642046388 -0.048373033550733885 -0.057224560618202226 0.089483854761433404 -0.16321226955333498 0.033453858327339915 0.038267101300720335 -0.096646083944383954 0.019202251369208084 0.081799984699304551 -0.041540518035764432 -0.21426524391918936 -0.090930157105198417 0.099654668639001506 0.10272180288255245 -0.151848539317052 0.046371416348288869 -0.12289097039458702 0.066592366643562315 0.083896833581408883 -0.11633585882938319 -0.012714181565223715
leaf_weight=48.321841735392809 8.4490136988461 15.991026084870098 19.926515102386475 7.5984614267945281 51.620861101895571 2.7394682765007046 24.605675548315048 4.9676213115453711 40.894607339054346 50.081390604376793 29.298787873238325 11.925839155912398 4.3714792579412451 36.05205437168479 26.478962998837233 36.068143542855978 20.552036203444004 17.637985207140446 10.213862158358095 5.6413960456848136 15.615561120212076 20.685848265886307 18.750639639794827 8.2382167056202871 28.019108444452286 5.3653491064906147 13.958285711705683 11.191618844866751 14.289924204349516 78.712625920772552
leaf_count=791 105 122 350 26 159 6 73 26 226 404 362 63 35 159 125 366 77 50 52 39 82 64 50 55 104 30 46 39 141 406
internal_value=-0.000342274 0.00756749 -0.0562187 0.0116383 0.0241001 -0.00381937 -0.00613459 -0.0386738 0.00970977 -0.0141491 -0.0532279 -0.0147834 0.0430884 0.012186 0.00877689 -0.079062 0.0388837 0.00378179 -0.0340151 -0.102997 0.0505758 0.0286492 0.00785147 0.0358934 0.00133282 0.0787965 0.0139809 -0.0129106 -0.0774396 -0.000687679
internal_weight=688.264 598.718 35.9175 562.8 330.831 114.532 231.969 75.9637 156.005 90.976 89.5465 41.2246 65.0292 40.4235 34.928 41.0358 216.299 54.0453 36.4073 15.8553 162.254 91.3094 70.6235 55.008 36.2573 70.9445 19.3236 106.934 17.0294 89.9042
internal_count=4633 3417 472 2945 1426 618 1519 622 897 630 1216 425 267 194 230 392 808 218 168 91 590 355 291 209 159 235 76 592 147 445
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=5 17 21 21 13 5 15 13 19 17 18 23 20 21 15 7 10 9 17 19 22 22 5 10 21 4 21 8 9 0
split_gain=24.8534 16.1832 11.1762 10.9158 8.72677 17.3194 9.10748 14.5178 13.3667 10.3962 13.7558 10.4926 10.767 13.8307 10.1574 9.78848 8.79151 8.20679 7.76001 10.9175 8.65304 8.06894 7.61409 8.18422 7.43253 7.27883 9.23458 7.12095 7.09331 8.29967
threshold=7.754880527600001 168.09695031380002 3.1113400544000003 12.944362924650003 118.84598011460001 30.133297129900004 46.055224235250002 115.13321943645001 14.451165964200003 188.27285108100003 13.075178189100003 0.083395000000000011 41.976795488650005 5.514213733400001 38.86986296220001 23.209106085000005 61.982402197500001 67.711288258750002 182.37451917730002 12.751028791950002 0.70681500000000008 -0.031989999999999998 5.3654262215500008 90.025708956200006 6.7841715403000018 338.43307385465005 6.5280300271500007 7.6440346712000009 188.90361612170003 88.122280599850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 -1 6 -6 7 8 18 10 -9 -11 28 14 -14 -8 -17 -2 19 21 -20 25 23 -5 -15 26 -3 -19 -13 -30
right_child=1 4 -4 22 5 -7 15 9 -10 11 -12 12 13 24 -16 16 -18 27 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10495992144669303 0.11655818360440245 0.046434582679427759 -0.086918996579203767 0.063002687991563042 -0.14647607686020564 0.07563409819898112 -0.11486506121220807 0.01640102171385642 -0.13115571192916015 0.082442576331499762 -0.13469271854853712 0.11361376329898064 -0.19615130427862251 0.093767123616972994 -0.0056106420678342433 0.073507542078062427 -0.058062216929953114 -0.11426416902648245 -0.0069520739124137188 0.099471466184680057 0.088559583582606169 -0.10742781590655825 -0.11933991993368161 -0.1245819085355267 -0.012225938154614625 0.11689570159227279 -0.077756580161083014 0.033210683116480212 0.017371093195080275 0.11780620957057963
leaf_weight=30.805426333099604 5.2986626401543644 16.380332499742511 30.66012791916728 11.843562413007023 9.5760840624570829 5.5427477508783332 11.276399329304697 41.506807539612055 7.4350393041968337 55.696670405566692 7.0487738698720923 15.137775860726832 5.9249521195888502 10.107039377093317 5.3006713464856148 9.2296218723058718 11.292471058666704 5.7677416354417783 236.94978557899594 19.093241900205612 9.8809537664055807 5.3198004513978949 4.7572651021182528 2.8942314162850371 19.152446381747723 6.864785596728324 9.4366745091974717 7.5733372643589973 43.957389689981937 10.122660934925078
leaf_count=592 14 118 463 75 96 18 119 187 45 189 91 41 44 29 22 34 82 107 1555 73 31 69 73 48 79 22 84 40 166 27
internal_value=-0.000291594 0.00518003 -0.0497948 -0.0679011 0.00991629 -0.0650478 0.0119507 0.0150964 0.00131573 0.0351508 -0.00553313 0.0470942 0.0291477 -0.0118161 -0.106179 -0.0400171 0.00111007 0.0112701 0.00455642 0.0377802 -0.00312862 0.00678445 -0.00934207 0.0261645 0.024387 0.0253754 0.00104003 -0.030547 0.0531071 0.0361705
internal_weight=671.833 621.533 49.2999 50.3005 572.233 15.1188 557.114 525.316 311.361 213.955 48.5556 165.4 109.703 40.4851 11.2256 31.7985 20.5221 18.6397 303.926 57.0948 246.831 38.0016 19.4951 14.7378 29.2595 32.6818 25.817 13.3411 69.2178 54.0801
internal_count=4633 3845 624 788 3221 114 3107 2872 1997 875 278 597 408 174 66 235 116 161 1952 366 1586 293 196 123 108 224 202 147 234 193
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=16 6 3 10 3 7 23 2 6 18 2 16 15 20 21 20 13 22 13 12 16 9 18 3 19 16 15 16 20 12
split_gain=22.1136 12.582 12.4837 11.7948 13.612 11.4827 10.9909 14.6842 11.6183 10.9267 15.0306 14.4834 14.166 13.2787 13.77 13.1131 11.6873 12.0516 11.7132 10.2125 10.1452 12.1151 10.3889 9.59918 10.2669 9.53919 9.33999 8.75774 16.5646 11.2006
threshold=11.949972055800002 4.9151148409000003 93.883646373400012 61.917879202350001 95.002044955650021 19.506002767000002 0.075320000000000012 285.01633004880006 13.185308072600002 13.829007611650001 105.39281967610002 22.644947046300004 28.579157549250002 40.767054867700004 4.8172533029000011 42.154118731400011 109.40142670235001 -0.054875 98.050756475600011 199.81321265885003 18.684956306450005 204.68881850780005 14.057318556550003 93.216908757050007 14.251149826300002 22.544947280100004 17.480288512750004 16.294961895300002 41.444941515100005 208.33288250865004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 26 9 4 -4 -5 7 -1 -8 10 -3 12 13 16 -15 -12 17 19 -19 -11 22 25 -14 -17 -25 -22 -2 29 -29 -16
right_child=1 2 3 5 -6 -7 8 -9 -10 11 15 -13 20 14 27 23 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.075321955202412291 0.012135543749100079 0.07034716971901657 0.088588907146191803 0.11620498047220729 -0.02078900959942763 -0.084060156392956997 -0.11373378084299375 0.065506961613867279 0.046438224586730942 -0.11336894747264648 0.035499519440660939 0.096923304755803852 0.16887563210651058 0.089408884232746011 -0.04004669615876659 -0.0015737379956671706 0.088692794421904447 -0.12357521604968912 0.041150072374857724 0.011999636598126516 -0.029133533720192319 0.022016791793201245 -0.10525879188498627 0.021932881074284358 -0.17819150519371649 -0.14957806883403901 -0.11808276428551619 0.1218004942844331 -0.12017468466097217 0.089191807022594868
leaf_weight=15.826585706323387 9.1154239438474196 72.547835923731327 14.481463298201559 3.1239584386348715 53.090129137039185 34.285508707165718 31.903473258018494 13.912680976092814 5.277815628796815 20.865041241049767 72.421391077339649 15.731059640645979 1.4771491698920751 38.294958360493183 10.922214694321157 22.678505387157202 9.710191108286379 5.1662397570908132 26.252472165971994 9.4361096285283548 36.753379132598639 46.982620291411877 21.559392467141151 3.7980457544326764 7.8868420943617821 8.0084328949451429 13.918565206229685 3.8462365418672553 10.697342466562985 17.37147806212306
leaf_count=223 99 252 43 9 493 411 656 95 25 187 276 53 4 139 63 115 25 66 114 58 204 201 268 17 62 53 240 13 111 58
internal_value=-0.000273593 0.00590133 0.00884263 -0.022288 0.00265209 -0.0673366 -0.0547533 -0.0094391 -0.0909977 0.0159103 0.0352234 0.00367506 -0.00181187 0.0181546 0.0458366 0.0113609 -0.0132874 -0.0293317 0.014064 -0.0743278 -0.0283505 -0.013453 -0.0876807 -0.0395117 -0.113143 -0.0506825 -0.0665504 0.00688463 -0.0561812 0.0393019
internal_weight=657.343 590.422 567.388 104.981 67.5716 37.4095 66.9206 29.7393 37.1813 462.407 179.333 283.074 267.343 152.562 81.1322 106.785 71.4301 61.7199 31.4187 30.3012 114.781 91.7444 23.0365 34.3634 11.6849 44.7618 23.034 42.8373 14.5436 28.2937
internal_count=4633 3634 3295 956 536 420 999 318 681 2339 722 1617 1564 834 384 470 450 425 180 245 730 458 272 194 79 257 339 245 124 121
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=16 6 3 9 23 2 6 22 22 17 22 20 15 2 22 18 15 21 7 18 23 8 22 19 0 9 10 20 7 22
split_gain=18.9855 10.7553 10.612 12.7384 10.1563 12.1863 10.6235 9.09001 13.9482 15.9579 11.0954 8.84351 8.63158 8.61087 9.03038 7.96839 7.50111 7.07322 10.935 10.5755 9.41108 8.58372 8.89999 13.6962 14.9057 12.3327 11.6926 12.8462 8.99747 8.38755
threshold=11.949972055800002 4.9151148409000003 103.28787291370001 71.932467616300016 0.075320000000000012 285.01633004880006 13.185308072600002 -0.25105499999999997 -0.59238000000000002 199.73283952805005 -0.16164499999999998 35.771221912400001 17.480288512750004 305.67240907785003 -0.23381499999999997 16.291971004950003 46.723315192750007 3.1734339793000008 25.070284486400002 15.917243450850002 0.080110000000000028 8.8430989333000021 -0.077679999999999985 14.351157895250003 93.671258181050021 182.80199813410005 65.765062787050013 41.489621506400006 26.168093931450006 -0.097799999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 7 13 5 -1 -6 8 9 -3 -9 -10 15 14 -4 -2 17 18 20 29 -12 22 25 24 26 -19 27 -24 -27 -20
right_child=1 2 3 -5 6 -7 -8 10 11 -11 16 -13 -14 -15 -16 -17 -18 21 19 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.070626550797691812 0.079961044904492615 0.081539514361686605 -0.069508478005322075 -0.10874750765698223 -0.11249898411725284 0.058723541185485451 0.042035916100986503 0.071185061563186797 0.057050420280804107 -0.11933510452291403 0.083994348721162571 -0.094610698373015251 -0.11640483581684445 -0.12193744438765504 0.1163868028089886 -0.11531525764157802 -0.047210942113759362 -0.12484465271930432 0.086298403746531693 0.03844350128420515 0.024985469811805133 -0.076689683121998253 0.04379051814914596 0.067012220758588398 0.030240849320808658 0.0059368232457625049 -0.1739422202915325 -0.1197788859663057 -0.10428614038644396 -0.10174122368320776
leaf_weight=15.22325072810054 5.9077613539993781 16.424829751253132 3.8310752846300593 16.542832896113396 29.168108437210321 13.964871071279047 5.2490644827485076 33.754238147288561 4.5195446014404324 5.2090782113373271 42.571402929723263 25.754100061953068 12.766275018453596 3.4474396407604209 8.220160059630869 3.2332905605435371 20.609008997678757 8.8535537645220739 2.823663558810952 17.235436666756868 74.022001657634974 12.339936990290878 11.975888367742305 51.194798603653908 57.056171167641878 101.20129134505987 6.7580451890826216 8.0147086270153505 7.9906197264790526 14.833605319261549
leaf_count=223 34 54 44 343 656 95 25 156 22 49 169 271 240 41 35 65 147 67 12 95 327 83 45 173 288 552 53 55 76 138
internal_value=-0.000280007 0.0054349 0.00814676 -0.0477174 -0.0521314 -0.00873982 -0.0889304 0.0115683 -0.0281486 0.0331723 0.0159433 -0.0719692 -0.0632899 0.0174243 0.0572909 0.0108897 0.011681 0.0145925 0.0318334 -0.0172793 0.0465312 0.0047511 0.00872262 0.0262596 0.00136454 -0.0113331 -0.06023 -0.0217884 -0.00212925 -0.0716709
internal_weight=640.696 577.091 555.183 32.0415 63.6053 29.1881 34.4172 523.142 51.9076 21.6339 471.234 30.2736 21.9073 15.4987 12.0512 9.14105 437.48 416.871 151.486 34.8927 116.593 265.385 253.045 135 83.8048 118.045 26.7486 19.9906 109.192 17.6573
internal_count=4633 3634 3295 463 999 318 681 2832 396 103 2436 293 339 120 79 99 2280 2133 741 245 496 1392 1309 614 441 695 153 100 628 150
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=6 3 10 21 0 7 6 20 23 23 17 22 16 19 20 20 5 5 22 18 18 16 6 6 19 4 7 23 9 10
split_gain=16.4462 12.769 10.1846 10.6761 10.5568 8.75577 9.8102 8.55232 7.80178 17.2872 11.3685 10.423 10.1724 20.6634 11.8267 16.3231 8.37581 7.68189 7.57332 7.29987 7.08727 12.8082 13.5411 12.0139 11.8097 11.2965 12.8147 9.49389 9.4918 8.71683
threshold=13.115306437050002 93.883646373400012 61.917879202350001 19.549674911150003 85.121961326250016 29.911984439950004 12.410289964450003 37.232443001650005 -0.20885999999999996 -0.22831499999999999 236.15709471040003 -0.086139999999999994 12.604970524100002 11.950964240300001 47.309807198350008 49.064150740050003 1.6209823962500003 15.839549529050002 -0.15962499999999999 15.079587624050001 13.829007611650001 22.644947046300004 13.825323026450002 13.665319288000001 10.550851274900003 195.04069921150003 23.109894804950002 0.088350000000000026 186.70853236170004 70.182199495350019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 20 4 -4 -3 6 7 17 9 18 12 -12 16 19 -15 -16 -10 -1 -9 -14 25 22 23 24 -22 27 28 -2 -27 -24
right_child=1 2 3 -5 -6 -7 -8 8 10 -11 11 -13 13 14 15 -17 -18 -19 -20 -21 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.11650471524175768 0.094583591582077631 -0.017181800194797186 -0.078636651838216443 0.16124607689737569 0.087137802943508327 -0.11184747704520846 -0.10861238013929164 0.043638376628407589 0.052106330889707522 0.15227055309393159 -0.087165325850197151 0.12322775161344168 -0.087093945749841833 -0.10078860484547308 0.10244155121186682 -0.098353402433364739 -0.10446673390104087 0.072665586302636129 -0.10674420883232399 0.069882190058606991 0.11023756695416449 0.099358710590966695 0.0052701537563944996 0.1000990123838937 -0.071401764443874513 0.039586790353058142 0.041331908416247509 0.017727328089514608 -0.06971414589423057 -0.045191179509762119
leaf_weight=12.709235318005083 41.897578425705433 54.307315612211823 33.125875193625689 1.965378701686858 11.810247045010327 11.275719139724968 11.757490292191504 7.3682673946022987 4.023360017687085 9.3326471149921399 3.111569218337535 9.6797354128211719 3.3188961595296886 23.772630050778389 8.7768320739269274 7.5150252431631079 22.654648531228304 2.582921750843524 6.1388837136328238 27.581824351102114 5.2689395770430592 13.569795876741408 82.272560089826584 21.778039701282978 11.163384128361939 11.687735281884668 56.400513384491205 26.07560907304287 24.811700966209173 58.626541048288345
leaf_count=261 152 518 421 3 37 282 120 43 37 27 35 39 29 242 30 109 433 9 83 144 13 49 364 65 97 58 203 99 146 485
internal_value=-0.000292948 0.00966082 -0.021658 -0.0652014 0.00145228 -0.0266717 -0.0206812 -0.0137224 -0.00559516 0.0476071 -0.0165983 0.0720482 -0.0282111 -0.00842108 -0.0558107 0.00981987 -0.0808537 -0.0845529 -0.0247092 0.0530221 0.0186262 0.00568911 -0.00140754 0.0513921 -0.0131601 0.0341211 0.0114542 0.0651003 -0.0347141 -0.0157262
internal_weight=626.361 454.761 101.209 35.0913 66.1176 171.6 160.324 148.566 133.274 22.8398 110.435 12.7913 97.6432 70.9652 40.0645 16.2919 26.678 15.2922 13.5072 30.9007 353.552 192.679 179.109 38.2104 16.4323 160.873 92.8999 67.9732 36.4994 140.899
internal_count=4633 2710 979 424 555 1923 1641 1521 1251 153 1098 74 1024 554 381 139 470 270 126 173 1731 1073 1024 175 110 658 407 251 204 849
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=5 17 13 21 3 7 3 5 22 23 20 22 16 6 17 17 15 22 8 22 19 7 7 12 2 0 3 22 8 16
split_gain=14.9674 10.6161 9.53114 8.65374 7.98283 7.46013 10.976 11.0488 7.68549 14.6062 10.4396 10.2851 9.9882 17.6759 9.35408 9.23392 7.74709 7.71338 18.412 12.8261 12.6052 8.9059 12.4403 7.39055 7.13256 6.78695 6.62215 10.0723 8.49138 9.73161
threshold=7.754880527600001 162.04221493815001 120.78166996855002 12.944362924650003 108.48197402175002 19.052023743050004 95.002044955650021 30.133297129900004 -0.24275499999999997 0.091705000000000023 49.292797572200008 -0.16164499999999998 12.644970430600003 5.1951213832000009 196.01244718945003 174.47088669260003 46.723315192750007 -0.079369999999999996 8.9430209551500024 -0.082654999999999992 14.351157895250003 23.276000438150003 22.673598830200003 199.81321265885003 302.29361977965004 85.431134011250023 93.883646373400012 -0.088039999999999993 8.4434108459500017 15.774963111300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 24 8 -8 9 -7 11 -10 13 -13 -11 -14 17 19 20 25 21 22 -19 -16 -3 -17 28 -28 29 -27
right_child=1 4 -4 -5 -6 6 7 -9 10 14 -12 12 15 -15 23 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.098982918777382536 -0.095165855688892159 0.10666182308287385 0.15866242066321459 -0.0049308735319367044 -0.11590291401053919 -0.089334085913838304 -0.083704475977299547 0.053564068789500145 0.07146710260594627 0.052503284777664243 -0.13589448258322465 0.28266110363382313 0.11330747873044443 -0.088818423119527243 -0.18685561136052184 0.11585586687948697 -0.052441029824184131 0.0099049291029056647 -0.15230032521180945 -0.089269668162369628 0.064703547504239539 0.0252471054074286 -0.14470408576501814 0.0091036880143706179 -0.057400698786694508 0.054094353004758788 -0.18487562043248296 0.040324249187363589 0.037877594167632922 -0.035665553294213038
leaf_weight=23.196129584684968 16.224787455052141 13.192896135151388 1.6277417242526997 16.918011559173465 5.292165331542491 21.919335743412375 24.627878077328205 7.696134937927126 29.943367877975106 21.579280350357298 4.6407009549438945 1.3844596147537256 9.171369004994629 17.122046384960413 3.3696116507053366 5.5321771577000609 17.910766161978245 15.238927911967041 5.5751985087990752 15.272862236946819 74.982221785932779 111.99722976237535 7.9034275859594336 4.4880755953490734 3.3159041553735724 15.688468109816311 4.4824862629175186 3.566072113811968 54.712314512580633 52.495240762829781
leaf_count=592 320 52 4 196 96 251 347 41 139 82 59 5 32 303 38 13 139 75 37 121 291 548 54 33 34 68 39 13 225 386
internal_value=-0.000272164 0.0038762 -0.0720225 -0.0593168 0.006326 0.00750681 0.00544975 -0.0510217 0.00910801 -0.0275318 0.0133118 0.0148749 0.0107722 -0.0610283 0.0184873 0.0141402 0.01178 0.0149104 0.027063 -0.0023632 0.031822 0.0135777 -0.0428961 -0.0749295 0.0737088 0.00736234 0.00277868 -0.0850964 0.00853369 -0.0150126
internal_weight=611.067 570.953 17.8525 40.1141 553.101 547.808 531.3 32.324 498.976 51.3563 447.619 442.979 413.035 18.5065 29.437 394.529 385.357 367.447 215.697 151.75 210.122 135.14 23.1424 7.85769 16.5088 136.477 130.945 8.04856 122.896 68.1837
internal_count=4633 3845 324 788 3521 3425 3339 388 2951 404 2547 2488 2349 308 153 2041 2009 1870 1005 865 968 677 129 71 86 744 731 52 679 454
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=16 23 2 6 20 3 16 22 23 10 20 22 4 2 2 9 12 9 0 2 0 5 13 5 3 13 18 16 2 7
split_gain=13.2182 8.33842 9.26847 8.1231 8.11061 7.69825 6.30117 6.0228 14.2978 10.0283 14.3239 6.47457 9.59762 12.4074 9.50074 8.43473 16.2819 12.443 12.1369 8.87385 7.78531 11.7791 8.32834 7.58458 12.1171 9.79696 9.00609 11.5715 11.4605 14.7094
threshold=11.949972055800002 0.075320000000000012 285.01633004880006 13.185308072600002 51.757767929250001 108.48197402175002 21.074950717600004 -0.24275499999999997 0.091705000000000023 71.504920895500007 41.835830569250014 -0.15962499999999999 208.25848595475003 325.13486840910008 60.643165405350004 181.33671263215004 197.15611335610004 186.70853236170004 105.7585659356 201.25557642380002 85.732241321850012 29.741930202000002 98.050756475600011 13.252098438300001 80.785478361850011 104.19926021995002 13.900697602550002 22.624947093000003 116.68694986600001 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 8 -2 -10 -11 12 14 -14 -9 16 -13 -17 19 -18 21 -19 -22 -24 -25 -26 28 -28 -27 -30
right_child=4 3 -4 -5 -6 6 -8 11 9 10 -12 15 13 -15 -16 17 18 20 -20 -21 22 -23 23 24 25 26 27 -29 29 -31
leaf_value=-0.065421480991759304 -0.080698591732973363 -0.11018195761190391 0.05197626010441312 0.031706998609940584 -0.11418310113361768 -0.11234483606021409 0.1532010522902556 0.1298777550248077 0.067222879653715012 -0.14775575888654524 0.082624198982277131 -0.090359774180078622 0.093010669875102925 -0.06265517018731119 -0.12100663287083276 0.068164055267149512 0.086657713346184176 -0.067934432203903924 0.11837740251525093 -0.10455306450305833 -0.094359956776200973 0.08699453228111706 0.080546881511662408 -0.056087463560435015 0.085794684925724396 0.066329213218336749 -0.017664610545488554 0.080800917842359002 -0.07366702186407191 0.031512800724710376
leaf_weight=13.590857829898598 24.569058267399669 23.041479427367452 13.311801254749296 4.8913543596863738 5.7026583496481171 8.3878460358828271 1.000148635357619 2.0537996292114249 18.637836501002315 6.5421521551907045 4.5939114689826965 23.775006283074617 31.506334343925118 6.1138909459114066 5.6946512553840876 35.584423452615738 3.6917638238519448 27.200523283332586 8.9758804608136398 7.0850979313254356 7.3386939801275721 5.9875674173235884 15.965878706425427 25.505886852741241 18.729614183306694 51.232098087668419 115.83263183385134 13.305989705026148 18.052096474915743 50.470043107867241
leaf_count=223 306 656 95 25 118 183 6 4 72 65 20 314 132 58 134 132 22 213 47 96 93 18 61 202 56 197 738 56 103 188
internal_value=-0.000273012 -0.0470663 -0.00733148 -0.0853356 0.0044478 0.00570565 -0.0840549 0.00730028 -0.0242326 0.0223624 -0.0527181 0.0109147 0.0468387 0.0677125 -0.0545074 0.00711318 -0.0346127 0.0118281 0.0324863 -0.0390512 0.00609428 -0.0399832 0.010927 0.0134268 0.00977091 0.0160476 0.010799 -0.00751907 0.0305525 0.00380327
internal_weight=598.371 54.8355 26.9027 27.9328 543.535 537.833 9.38799 528.445 54.343 29.7739 11.1361 474.102 45.3687 37.6202 7.74845 428.733 43.5277 385.205 19.7527 10.7769 349.621 33.1881 316.433 309.094 293.128 267.622 248.893 129.139 119.754 68.5221
internal_count=4633 999 318 681 3634 3516 189 3327 463 157 85 2864 328 190 138 2536 479 2057 165 118 1925 231 1694 1601 1540 1338 1282 794 488 291
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=5 17 21 23 15 21 3 6 16 19 12 19 6 6 3 19 22 0 16 10 20 0 9 16 2 2 18 20 16 21
split_gain=11.4755 8.86652 8.10309 7.96928 6.45243 6.17929 6.08238 5.85106 5.66477 7.04143 9.0568 6.9354 7.95894 16.4834 8.57432 9.84263 9.29902 9.11839 9.80602 16.1822 12.9087 10.7493 9.80152 21.5655 10.0652 9.00055 8.35649 6.95577 8.2986 8.77848
threshold=7.754880527600001 158.19986339130003 8.8671606832000016 0.074735000000000024 11.870705757150002 20.581461612800002 67.821733256800016 5.1951213832000009 13.534968349350001 10.650859343850001 183.01001782225003 11.850956171350001 13.665319288000001 13.775321858200002 85.589753040950015 13.051052998800001 -0.15022499999999997 85.990333302400003 19.224955043700003 66.859265246100009 38.171717059500004 90.321439350550008 194.82237869650001 21.374950016100005 185.00267682035005 137.50513673700002 18.281462078100002 38.621016321050007 22.654947022900004 13.543469468350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 -5 7 -6 9 10 -8 -10 26 -14 15 16 -15 -16 -19 21 -21 22 24 -24 -20 -18 -13 -25 29 -29
right_child=1 4 3 5 6 -7 8 -9 11 -11 -12 12 13 14 17 -17 25 18 19 20 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.10870319321628451 -0.10205877577050848 -0.09007419872775653 0.058095858384231806 -0.11462609386975019 0.20058954824655717 0.043767217537495434 -0.071459907158160335 0.003429144558186869 0.06497637369101171 -0.075799355886721806 0.074783198160841668 -0.036095506627706268 0.10351862261105445 -0.12257002368133592 -0.0088372369817860657 -0.065703908881186268 0.068605012726312739 0.086862559308374485 0.069472727405250637 0.015209478290537324 -0.1515474650242824 0.09839871012639001 -0.22286585620558635 0.10177537467875833 -0.047913198652205315 -0.061582538410541544 0.081160797580952515 -0.04085774270430307 0.06024107971773307 0.062012669626780051
leaf_weight=15.735779823735355 7.8648391086608163 7.061318213120102 8.8765024952590483 8.2605000976473075 3.1376105211675158 3.5093786343932143 7.3615164943039444 2.8931131735444069 20.346825724467635 18.710337383672595 9.9699007850140315 65.469698760658503 18.32446177303791 4.3837554678320911 117.76039172336459 32.388453975319862 20.157121844589714 23.559850126504898 46.756864998489618 9.0752792209386843 9.5029055401682836 19.351042211055756 4.2450792193412772 7.2658146470785132 8.6569111384451372 7.2098948769271365 6.6998481787741175 42.171037659049034 16.737397208809853 10.326797142624853
leaf_count=482 201 105 74 210 10 22 140 35 102 279 53 527 55 28 947 326 72 77 197 36 69 57 29 22 45 78 38 212 71 34
internal_value=-0.000261649 0.00335296 -0.0546453 -0.0134447 0.00488959 -0.0673986 0.00614897 0.106006 0.00500502 -0.0332588 0.0126665 0.00781726 0.005343 0.010885 0.00641265 -0.0269178 0.0126472 0.0131905 0.0263147 0.0181207 -0.0700882 0.0286586 0.0187471 -0.00347936 0.0511343 0.0343068 -0.02521 0.00869451 -0.00107376 -0.0206222
internal_weight=583.77 547.388 36.3822 20.6464 539.523 11.7699 532.462 6.03072 526.431 36.0418 17.3314 490.389 470.043 397.873 379.549 64.1392 31.7508 315.409 197.649 174.089 18.5782 155.511 136.16 80.7461 55.4138 27.367 72.1695 76.501 69.2352 52.4978
internal_count=4633 3845 788 306 3644 232 3539 45 3494 472 193 3022 2920 2355 2300 504 178 1796 849 772 105 667 610 368 242 150 565 339 317 246
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=7 17 20 20 10 7 4 3 6 16 15 12 6 0 22 7 13 23 20 0 15 20 22 0 5 16 10 0 20 13
split_gain=10.283 8.53318 7.45576 5.39394 5.37427 6.13613 10.2689 8.4149 12.1007 6.18016 7.58037 5.29299 5.00676 12.5271 7.52307 7.2273 10.5142 7.24011 6.29799 9.89452 8.66838 8.11989 7.53344 6.80921 8.72643 6.19577 12.1577 11.5048 9.29103 5.72888
threshold=29.911984439950004 158.19986339130003 31.914316944300001 51.757767929250001 54.884872733100003 19.506002767000002 376.61861354110005 95.002044955650021 21.760508430800005 22.724946859200003 51.19990836680001 66.834523482800009 14.825346391850003 95.550490414250007 0.05642500000000001 20.797746106000002 109.58961877145002 0.080110000000000028 40.722669576350008 103.37390357390002 19.314972497650004 35.374259656300005 -0.10434500000000001 99.013224486300018 13.6045160441 19.154955207400004 66.859265246100009 90.321439350550008 38.171717059500004 109.34496908160001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 9 11 10 12 -9 13 14 15 -7 17 -17 19 20 -15 -22 -23 -24 -25 29 27 -27 -28 -14
right_child=-2 2 3 -5 5 7 -8 8 -10 -11 -12 -13 25 18 -16 16 -18 -19 -20 -21 21 22 23 24 -26 26 28 -29 -30 -31
leaf_value=-0.099708244655021872 -0.10966017699622638 -0.089595065179209413 -0.10934083491049162 -0.083952815128185046 0.085278893797334623 0.059767895438807145 -0.099448446037650184 0.037260582319239635 0.063638982827995239 0.076287175134565857 -0.12785813161703297 -0.11260396084820681 -0.013022536480401149 0.071872639620981102 -0.13734239681958624 -0.01186181285652522 0.026551990494343893 -0.11488217752922032 0.026028097879590768 -0.093356829190157434 0.082895440103707307 -0.11572830497345626 0.028795313133362421 0.071197798690931055 -0.13424282554021685 0.010414331614539208 0.0091013260550036491 0.096414859659479088 -0.1414734097622323 0.092372400642047658
leaf_weight=8.2217361647635681 8.4588463827967626 8.5762533936649543 4.0450557060539714 6.8275986015796652 19.519541159272197 7.5991104692220679 3.5577573701739302 2.7454202175140443 6.8013995848596087 12.56300628185272 4.2416725456714621 16.644426358863711 7.1577050983905819 14.282403897494076 7.5204782057553521 10.466002373024823 13.751877188682554 19.591970512643456 97.906217712908983 12.6409914791584 6.7018432989716521 9.0822083223611063 16.723756887018688 2.9013638794422132 7.1947566494345665 183.79246022552252 7.640546768903735 16.993482507765293 8.8379976376891118 18.454623371362686
leaf_count=233 282 190 99 143 96 47 44 11 26 42 58 309 52 66 87 98 59 291 745 276 35 85 77 10 85 882 30 54 66 55
internal_value=-0.000222771 0.00142153 0.0029203 0.00437299 0.00549108 0.0063588 0.0568 0.00408632 -0.0511277 0.00706161 0.00522483 -0.0913845 0.00642783 -0.00427187 -0.0439249 -0.0302591 -0.0458749 -0.0790111 0.00968432 -0.0133305 0.00445256 -0.0181491 -0.0370111 -0.0103546 -0.0752045 0.0164 0.0109162 0.017693 -0.071657 0.0629184
internal_weight=571.443 562.984 554.762 546.186 539.358 535.313 23.0773 512.236 26.1912 486.044 473.481 19.3898 469.24 226.363 58.9294 51.409 43.8099 30.058 167.434 69.5273 56.8863 42.6039 35.9021 26.8199 10.0961 242.877 217.264 200.786 16.4785 25.6123
internal_count=4633 4351 4118 3928 3785 3686 140 3546 346 3200 3158 320 3100 1961 582 495 448 389 1379 634 358 292 257 172 95 1139 1032 936 96 107
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=16 23 18 6 20 3 22 13 7 3 22 2 22 6 22 10 20 13 13 18 20 23 23 21 22 9 9 2 22 22
split_gain=9.34696 7.31473 7.96914 6.64694 6.17774 5.90884 6.72205 5.61845 4.74011 8.10197 6.64084 7.73036 6.00344 5.63248 8.01624 5.40941 5.01212 4.91373 7.70317 6.69962 5.38973 8.8083 13.1668 8.54673 9.73488 6.72774 8.48946 11.0558 7.61369 18.7488
threshold=11.949972055800002 0.075320000000000012 14.262527874400002 13.185308072600002 51.757767929250001 108.48197402175002 0.059500000000000011 73.265860971000009 19.052023743050004 103.28787291370001 -0.25105499999999997 200.24623605120004 -0.15962499999999999 5.0851188130000002 0.63131000000000015 62.186725015400008 47.74983977685001 92.792132372400019 96.789869612400011 18.281462078100002 42.081757894750005 0.088145000000000015 0.070640000000000022 5.7892729308500011 -0.08725999999999999 118.12141086625002 186.70853236170004 59.078594408600004 -0.064729999999999996 -0.087660000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 -7 -4 -2 10 11 16 15 14 -14 -12 -10 -15 -19 20 25 22 -22 -23 -25 -20 -27 -28 29 -29
right_child=4 3 7 -5 -6 6 -8 -9 9 -11 12 -13 13 17 -16 -17 -18 18 19 -21 21 23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.11717167563003839 0.060720749354998521 -0.10889986770343317 -0.11613679841125171 0.024893217059744826 -0.11137406705857388 -0.11063466870618133 0.18702615267289599 0.043368314736532812 -0.017700922532275364 -0.10090197802663055 -0.056852334060425572 -0.10309553310791626 -0.11469964089382381 0.097821786250867016 0.11416175961458622 0.069003880352781072 0.13106135701008062 -0.12949603975862797 -0.12113925836957998 0.13625818561916903 -0.10686084907157467 -0.11978386571242064 0.024445564562615679 -0.10903749948041941 0.013788836126579841 0.067252732640885021 -0.09609345953272394 0.02631022372818842 0.032113970126332055 -0.067625049260366124
leaf_weight=5.0444997195154455 15.43341915681958 18.766807232052091 2.5247966218739775 4.629201613366603 4.6203168332576743 7.2992345672100765 0.84668298251926888 17.619266157969832 30.385864747688174 7.1947022490203372 3.9229962229728725 11.115666763857005 7.6873808894306404 6.0503042601048937 1.9109149649739263 26.377076013013721 2.4472360350191584 4.0907924957573405 3.5606669988483182 4.0585424080491057 8.5804195161908847 11.55652718991041 69.437066692858934 8.8694932125508732 23.682291850447658 29.956649042665958 9.3153370544314367 61.770789418369532 118.18704649060966 32.389101430773721
leaf_count=83 89 656 64 25 118 186 3 171 268 204 27 142 190 32 8 143 7 53 59 14 74 97 430 80 124 110 70 304 556 246
internal_value=-0.000253018 -0.0421665 -0.00477107 -0.0824272 0.00373399 0.00478479 -0.0796959 0.0233764 0.00616672 0.0044219 0.00601603 -0.0310156 0.00978859 0.00654629 -0.0691359 0.0527091 -0.00661283 0.00840175 0.00699816 0.0084623 0.00708765 -0.0101889 0.0100044 -0.0459061 -0.0196781 0.015356 0.0172875 0.010535 0.0152126 -0.00600161
internal_weight=559.331 48.5846 25.1886 23.396 510.747 506.126 8.14592 20.1441 497.98 482.547 475.352 43.9488 431.403 401.103 9.5983 30.3001 32.8331 391.505 385.455 381.364 377.305 122.126 78.0175 44.1083 32.5518 255.18 251.619 221.662 212.347 94.1599
internal_count=4633 999 318 681 3634 3516 189 235 3327 3238 3034 417 2617 2447 198 170 275 2249 2217 2164 2150 805 504 301 204 1345 1286 1176 1106 550
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=7 17 20 21 7 20 23 23 4 20 22 0 9 7 20 13 5 16 17 7 15 13 7 7 0 8 18 2 22 20
split_gain=8.41135 7.05231 6.05788 5.07793 7.85166 9.79114 6.74928 13.8068 10.2719 8.57392 8.54187 6.77926 6.45137 6.3962 6.9431 7.11557 6.79886 8.13697 6.27085 6.52504 5.84344 4.46016 4.30408 8.51128 7.09597 5.40717 4.69808 7.08097 6.51363 10.6456
threshold=29.911984439950004 158.19986339130003 31.914316944300001 3.1734339793000008 25.070284486400002 42.684965421050009 0.092485000000000026 0.087795000000000026 191.03149642590003 38.536700832000001 -0.22932499999999997 87.842680954300008 201.81004550795004 25.221560561650005 42.546237522150008 95.937628385050019 15.332427622700001 18.764956119400004 168.09695031380002 17.566486459500002 22.354383166800002 117.97223122220002 22.721067571950005 22.532843451200005 85.732241321850012 1.7486353823000003 14.693728290050002 310.93569142660004 -0.14008999999999996 41.909642283050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 10 9 -8 12 -9 -4 -6 15 -15 -17 -18 19 -5 -12 22 23 25 -24 -20 27 28 -27 -30
right_child=-2 2 3 18 13 -7 8 11 -10 -11 20 -13 -14 14 -16 16 17 -19 21 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.096554800780838196 -0.10821014120242729 -0.084969433783774861 -0.14171922823350322 0.099844524182624989 -0.16078454060527825 0.081323344181156457 0.038587289848504687 -0.17009580197785704 0.07565156798585454 -0.11525149896192949 -0.056066050680018867 -0.01608620692630806 0.065479085824003039 -0.11409658181694418 -0.15407418854553973 0.066800573183379522 -0.088598665424277037 0.05584122993980084 -0.12261339077261837 -0.089722578335048597 0.048138324339279698 -0.080702852590195356 -0.10194268740757456 0.070964459475014521 -0.0022269489984963935 0.056525483729787579 0.10659960402767477 -0.13111481622106355 0.033941867998194979 -0.097688332739276906
leaf_weight=7.2884259372949591 7.1259338669478884 7.8056135158985844 5.3049870040267697 2.091512778773903 3.0158096775412551 28.314047859981656 8.8273322992026788 6.6815374847501499 32.306379484012723 6.1446570828557006 6.285869773477315 4.9947755113244057 2.0966278910636902 4.5554855186492196 3.0660941842943421 15.488126438111069 9.0410727709531766 6.8591899797320357 3.3878132104873648 13.771707143634556 37.400228401646018 6.7684707678854457 7.3577221147716036 24.231930984184146 237.33436665311456 17.779148671776053 4.4021370038390151 3.8641358222812405 14.30268862098456 10.771185813471673
leaf_count=233 282 190 146 19 34 133 39 71 136 36 97 36 10 128 39 84 111 27 60 261 180 55 81 110 1701 106 14 55 60 99
internal_value=-0.000272422 0.00114789 0.00248079 0.00377741 0.0173808 0.0288793 0.0153854 -0.00610894 0.0439201 -0.0245497 0.0163136 -0.104215 -0.0830269 -0.0204744 -0.0096272 0.00269445 0.0196447 -0.026289 -0.00331324 -0.0647288 0.0331446 -0.000362755 0.00131853 0.0216545 -0.00522533 -0.000267028 0.0078412 -0.00146477 0.010226 -0.0226036
internal_weight=548.665 541.539 534.251 526.445 180.382 138.356 110.042 62.764 47.2784 14.972 51.0877 11.6763 7.40161 42.0258 39.01 35.9439 31.3884 15.9003 346.063 15.8632 43.6861 330.2 323.431 78.739 244.692 54.5071 51.1193 46.7172 42.853 25.0739
internal_count=4633 4351 4118 3928 1307 884 751 540 211 75 433 107 156 423 389 350 222 138 2621 280 277 2341 2286 504 1782 394 334 320 265 159
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=19 20 10 7 13 6 22 21 20 15 15 22 23 17 22 2 12 16 22 18 18 12 13 6 10 6 4 15 3 13
split_gain=7.642 5.22335 5.09967 4.6867 4.6624 6.26483 5.39241 6.15843 5.13572 6.24485 4.6402 4.46554 11.2877 7.57662 6.61042 8.43929 7.90637 7.66656 7.20022 6.92966 5.72809 5.56653 5.53991 5.44981 14.992 9.2449 5.19307 4.67275 6.2781 5.13444
threshold=9.4507625164000029 31.914316944300001 54.884872733100003 29.911984439950004 81.769454037550005 4.9151148409000003 0.63131000000000015 20.581461612800002 34.515670600900002 31.028113015250003 23.241064975550003 -0.237895 0.091705000000000023 196.21449749970003 -0.16164499999999998 325.13486840910008 144.66294237600002 12.604970524100002 -0.18437499999999998 14.804191144800003 17.267778657600005 206.14208420540004 85.718799031200021 13.575317185100001 81.011308844800013 13.775321858200002 371.16724128940001 46.723315192750007 93.14163192940002 112.67059178900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 10 -7 12 -10 -14 15 16 18 22 -13 -17 23 -15 -16 24 -19 -25 -22 29 -29 -27
right_child=1 2 3 -5 5 8 -8 -9 11 -11 -12 14 13 21 17 19 -18 20 -20 -21 26 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.096423946290825222 -0.081075834690135268 -0.1070504938228575 0.081947859030595205 -0.11009318305306359 -0.11180409815327555 -0.11806737836864614 0.097395945115951732 0.047863478836755985 -0.068909410338335794 0.1188994608755202 0.045687410851938691 -0.1197893098864305 0.048012861703631199 -0.17088385613995188 0.082826179677482778 -0.15510556339007822 0.0943260206701661 -0.065675737783813248 0.098694139087586494 0.052734051776644454 0.10402721417615686 0.013108226613910172 -0.10173874247052775 0.080427546040124615 0.06029374255231304 -0.013812110189735164 -0.027060220125335488 0.040854000931951739 -0.090202131096577709 0.015783371823857955
leaf_weight=8.1416340507566911 7.6057066824287167 4.2229640651494256 7.577043291181325 3.620356608182191 11.569076463580133 2.4552457965910452 1.9796459227800358 3.0531805455684653 27.731026750057936 8.5934875681996328 5.8614410851150751 3.7355991825461405 22.429329428821806 3.1196153685450545 1.9162103123962868 3.4070004709064952 24.472307674586773 32.743819093331695 2.5299084130674609 3.0316355414688587 10.515295471996067 3.4770265109837055 10.749918101355432 16.482113927602768 13.27937928214669 85.101063443347812 4.240854535251855 5.398273020982745 11.3202928006649 188.38016292639077
leaf_count=326 198 137 73 137 330 43 9 18 395 22 39 117 94 39 21 49 93 298 11 16 41 28 241 64 60 674 27 22 114 897
internal_value=-0.000275794 0.00119953 0.00239603 0.00328696 0.00408377 0.00292141 -0.0574949 -0.0784649 0.00496436 0.0591165 -0.00265615 0.0030327 -0.0232843 0.0203053 0.00661204 0.0468577 0.0686639 0.00267602 -0.0315693 -0.0572442 0.00531267 -0.0739034 -0.0738166 0.00275891 -0.0293289 0.00757427 0.0663532 0.00343651 -0.0478853 0.00657394
internal_weight=538.741 530.599 522.993 518.77 515.15 507.573 16.6019 14.6223 490.971 16.9102 8.31669 474.061 56.757 29.026 417.304 37.1765 30.7378 380.127 6.26551 6.43864 367.461 6.59664 12.6661 352.705 46.0232 306.682 14.7562 290.2 16.7186 273.481
internal_count=4633 4307 4109 3972 3835 3762 357 348 3405 104 82 3301 556 161 2745 286 221 2459 128 65 2197 67 262 2129 358 1771 68 1707 136 1571
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=7 17 20 21 21 20 16 20 15 21 9 20 17 7 20 2 14 9 7 22 22 9 21 3 3 13 23 23 18 22
split_gain=6.80622 5.76442 4.39 4.24768 10.131 5.82102 9.53629 6.49708 5.45392 5.34041 7.20531 7.96706 5.06195 5.43863 4.2339 5.26834 4.0609 3.91792 5.21553 3.72599 5.1219 4.9747 5.61478 4.49759 4.0193 13.3595 9.9629 6.67108 6.29922 5.97103
threshold=29.911984439950004 158.19986339130003 31.914316944300001 1.2219980417000003 1.7791739561500002 40.858951393400005 15.839962959300001 40.467253020850002 51.19990836680001 3.1734339793000008 194.82237869650001 41.404176814550006 168.09695031380002 17.566486459500002 35.119813570500007 216.39684782960003 280.19857341720007 193.49750438550004 23.960918281000001 0.63131000000000015 0.26597500000000007 32.593970107800011 21.779899400000001 65.818831949650004 85.589753040950015 108.06526301150002 0.095830000000000012 -0.25843999999999995 14.380989918050002 0.022350000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 17 6 -4 14 9 10 -6 -12 13 -11 -8 -16 -13 -5 -19 20 21 22 -14 -23 25 26 27 -25 -26 -30
right_child=-2 2 3 4 8 -7 7 -9 -10 12 11 16 19 -15 15 -17 -18 18 -20 -21 -22 23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.093467520764481282 -0.106822763072631 -0.076008398370197558 -0.06470165181024054 -0.21133912523808029 0.069959954034526872 0.05826276139342354 0.078368395029472668 -0.11802884652484519 -0.12846571421225383 0.090166419573233444 0.03489337387842615 0.0020222608728550284 -0.10563735666731332 -0.084882444344856589 0.030956680461436792 -0.079145224390460178 -0.11702636243768397 0.020234658100695545 -0.12266103571817107 0.084556276925811746 -0.1139104206688225 0.10916200102779838 0.065764846093516932 -0.14030987039368548 0.0021723232308033746 -0.095649530525396209 -0.066496727129866012 0.023986872533464248 0.070659271425968145 -0.057000968897279382
leaf_weight=6.3898002160713068 5.9285620478913179 7.0967999007552853 15.03264051210135 2.1745813563466063 25.792163016274571 30.353551214560866 15.070808077231048 2.9761655814945689 3.2017068285495034 2.0688323564827433 22.421713730320334 4.9584124665707332 8.3296136334538442 12.491984002292154 29.955912896431983 5.0834361463785163 6.7877931334078312 4.3367314860224706 6.21432532556355 5.1610205210745326 3.974230993539094 3.9192159809172145 2.4802481420338145 2.564704928547143 161.50438875425607 16.964757014065981 17.395164122804999 67.9119011182338 25.435645014047626 4.2804220933467141
leaf_count=233 282 190 260 26 152 184 69 87 44 19 113 27 216 261 169 46 80 21 65 25 51 34 13 40 881 236 181 482 103 43
internal_value=-0.00027915 0.000930147 0.00209924 0.00318861 -0.00128702 0.0218401 0.00561035 0.0255208 0.00152378 0.00257891 0.0300611 -5.71968e-05 -0.00234761 -0.0600111 0.0340466 0.0149833 -0.0667725 -0.0891175 -0.0639276 0.000276876 -0.00110503 0.000337493 -0.0663103 0.0027392 0.00133036 -0.0144058 0.00127936 0.018008 0.0099577 0.0522706
internal_weight=528.257 522.329 515.939 508.842 410.37 98.4725 68.119 53.0863 397.644 394.442 59.9601 34.1679 334.482 14.5608 50.1102 35.0393 11.7462 12.7256 10.5511 319.921 314.76 310.786 10.8099 299.976 296.057 104.837 87.8718 70.4766 191.22 29.7161
internal_count=4633 4351 4118 3928 3113 815 631 371 3001 2957 372 220 2585 280 284 215 107 112 86 2305 2280 2229 229 2000 1966 939 703 522 1027 146
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=19 10 6 6 10 7 3 0 21 23 0 7 5 13 20 16 19 22 16 23 6 5 9 5 6 8 15 9 6 22
split_gain=6.19771 4.31684 3.95874 11.9725 6.62066 7.00631 5.74198 4.09089 6.03728 6.03179 4.75369 5.83623 4.20246 4.0598 7.64875 4.79659 7.80967 12.0744 5.61545 6.4371 10.0219 5.80644 5.20886 6.27826 4.33117 4.03254 5.05007 3.78558 3.28993 6.60274
threshold=9.4507625164000029 54.884872733100003 13.665319288000001 13.775321858200002 78.196493182200015 22.958251375150002 81.355431485500006 97.615226258450022 5.1185473364500007 0.087700000000000014 95.44832900530001 19.729453620400005 14.252017113900001 101.26615239960002 36.772607578000013 17.874958200600002 11.950964240300001 0.20852500000000004 14.184966829400002 0.074735000000000024 11.755274660100001 13.713273242250002 184.36538191430003 10.36813655115 6.8351597024000013 8.543332867800002 16.701926737050005 40.734022239000005 14.825346391850003 -0.237895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 -5 10 9 -9 11 -3 -11 14 -7 16 18 22 19 24 -21 -22 23 -18 27 26 -13 -16 29 -8
right_child=1 2 3 6 5 13 28 8 -10 12 -12 25 -14 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.093127657615959827 -0.10626603190997932 0.064624407045008492 0.092556653402703651 -0.13155534098451152 0.10294930316745987 -0.11125482648321515 -0.12302456337544171 -0.1265544017337133 -0.12893831594490526 0.12225272996476935 0.034545797795650521 0.016246302435479195 -0.036414136278723377 0.12081895073300082 0.04139604184973858 0.11675386171790469 -0.11163242324869045 0.10465568354411015 0.080033936918260704 -0.095486585257866935 0.093961523038095351 -0.064916854302839277 -0.1292074306726966 0.088218292772930348 -0.058636526386604382 0.071099019574536612 -0.11618111838146335 0.17270280505868685 0.0092518181846918054 -0.0062180482741288172
leaf_weight=7.0918403062969437 3.7244002642109981 3.953644264489415 15.743666313588617 3.1236243098974219 6.6886567510664454 6.5289555126801124 5.2707471884787074 3.5359347965568322 10.346318637952207 3.0242412909865379 11.252249818295239 3.7487289719283643 3.7258297055959702 2.5388866662979117 6.0811254959553462 3.4565667156130067 3.2802613973617616 3.945127496495842 11.452769976109265 11.863214670680465 6.7249740548431856 3.4961277395486832 11.380745975300668 3.0182750374078751 2.5198448486626139 1.8310283794999112 12.421459238976238 3.4363288469612598 284.51779717486352 59.132013000547886
leaf_count=326 137 22 58 36 30 219 91 57 142 12 68 34 29 16 71 15 98 14 48 385 22 37 162 16 36 7 179 14 1772 480
internal_value=-0.000284991 0.00100159 0.00178796 0.00723907 -0.0125067 0.00464313 0.00342361 -0.0400321 -0.0750025 -0.0207504 -0.0183043 -0.0453909 0.0346735 -0.00360461 -0.00769738 0.00187192 -0.00403737 -0.0535281 0.0194453 -0.000891032 -0.0329576 0.0396172 -0.0888268 -0.0158634 0.0579402 -0.0695537 -0.0854805 0.0888051 0.00463197 -0.0157775
internal_weight=518.855 511.764 508.039 367.788 140.251 86.4119 352.044 53.8394 20.6323 10.286 33.2071 21.9549 6.75007 79.7232 77.1843 70.6554 67.1988 21.6244 45.5744 34.1216 22.0843 10.2211 17.6793 6.29854 12.0373 18.0012 16.1702 9.51745 348.921 64.4028
internal_count=4633 4307 4170 2437 1733 1183 2379 550 240 98 310 242 41 1153 1137 918 903 290 613 565 444 59 276 114 121 220 213 85 2343 571
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=7 17 20 19 21 21 9 7 21 9 16 5 18 12 15 20 15 13 19 17 13 2 22 9 2 22 22 5 20 10
split_gain=5.62937 4.68432 3.4962 3.55975 3.49451 8.43324 7.55351 12.3287 6.37418 5.87698 4.80941 5.73625 8.2937 6.40106 5.23135 5.75792 4.42694 4.06341 4.02779 3.98278 4.17279 4.94212 4.07537 4.07105 3.8588 3.23709 4.96579 3.93707 3.37325 6.19697
threshold=29.911984439950004 158.19986339130003 31.914316944300001 14.151141757350002 1.2219980417000003 1.9176293050000004 194.45262321395003 24.374195395050005 2.0523604381000005 194.82237869650001 22.634947069650003 20.971847224900007 13.471502260950002 84.828830943350013 22.764291755200002 41.835830569250014 51.19990836680001 116.67639440335002 13.051052998800001 168.09695031380002 118.84598011460001 45.979371440700014 -0.23557500000000001 71.932467616300016 289.38090566025011 0.63131000000000015 0.25783500000000009 21.438877744300004 42.081757894750005 80.538140213850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 6 -6 -8 9 -7 11 13 17 -4 15 -15 19 18 -13 22 21 -21 -10 -24 -14 26 28 -28 -23 -30
right_child=-2 2 4 -5 5 8 7 -9 16 -11 -12 12 24 14 -16 -17 -18 -19 -20 20 -22 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.090292448400025968 -0.10589610248762071 -0.11507537612066801 -0.089840331083664515 0.050687528155990307 -0.19219096557538354 0.10827271819556682 0.052347566108807864 -0.12568166178602555 -0.12811608368284363 -0.030200854688598538 0.067862590645596507 -0.073171613791011447 -0.1984398187160609 -0.060249998715704634 0.055809626530204492 0.062597298168507495 -0.12483520528099763 -0.10252471855447609 0.069042408278479628 0.11796236902855239 -0.083435935655706756 0.012193349949935416 0.039893832128086906 -0.080852847322933186 -0.03981836415436292 0.080820630666474602 -0.14173438240094133 0.035220007833793442 -0.017844510968347757 0.036781476652895474
leaf_weight=5.5894933072850099 4.9990578424185506 4.8242938099429002 4.4468363812193266 1.7711458615958688 3.7974306279793408 10.214995451271532 7.9382590688765031 7.6274090223014355 4.5930712968111029 4.3787342049181452 17.192006554454565 2.6303799767047193 3.6511391699314109 9.8279434917494672 36.898563165217638 6.2364112809300414 2.8492229357361785 2.7045966554433098 8.1995082795619947 3.7600967139005652 5.5533414315432301 181.12004296667874 6.0005104821175319 5.2224838053807616 2.6444628462195396 5.2190267369151107 4.1989952120929948 1.7947489544749258 118.95749998930842 25.159653790295124
leaf_count=233 282 180 36 10 44 65 33 77 90 33 100 65 37 194 183 37 43 102 34 9 50 1098 52 160 27 26 57 9 1004 263
internal_value=-0.000300253 0.000745048 0.00176395 -0.0705612 0.00273189 -0.00136786 -0.0657389 -0.0348894 0.00192066 0.0667248 0.0200278 0.00938073 -0.0369879 0.0253971 0.0350725 -0.0125589 -0.000674459 0.00711934 0.0345012 0.000303919 0.00254858 0.00395213 -0.0487679 -0.0162942 -0.131811 0.00267798 0.00144672 -0.0887477 0.0031089 -0.00830803
internal_weight=510.001 505.002 499.413 6.59544 492.817 398.386 19.3631 15.5657 379.022 14.5937 94.4318 77.2398 19.8301 57.4098 52.9629 16.0644 364.429 13.5345 10.8299 361.579 345.763 340.21 15.8161 11.223 6.2956 336.45 331.231 5.99374 325.237 144.117
internal_count=4633 4351 4118 190 3928 3113 154 110 2959 98 815 715 265 450 414 231 2861 201 99 2818 2516 2466 302 212 64 2457 2431 66 2365 1267
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=5 21 15 5 23 13 10 3 13 8 22 8 5 22 22 23 15 8 3 9 22 19 22 4 23 7 23 5 20 12
split_gain=5.1024 6.01518 4.80727 4.80367 5.4341 4.59081 3.58601 3.51976 3.78229 3.24547 14.0969 7.28189 8.32749 3.67589 8.66422 5.1397 3.90215 4.96459 4.60479 4.5691 6.19686 8.59432 7.6327 11.0189 7.16026 7.10791 10.8852 13.2516 7.90316 6.22809
threshold=7.754880527600001 8.8671606832000016 11.870705757150002 5.3654262215500008 0.074735000000000024 92.146902421150017 54.884872733100003 67.821733256800016 91.399511060850017 8.8430989333000021 -0.088039999999999993 9.3427090425500019 21.324133279950001 -0.59238000000000002 -0.237895 0.10990500000000002 46.723315192750007 1.6487133604500002 93.14163192940002 66.544071737050004 -0.079369999999999996 14.351157895250003 -0.083330000000000001 161.08698257945002 0.083070000000000019 23.276000438150003 0.077805000000000027 21.191508333600002 41.685324604100011 160.67073594290002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 -4 -8 -9 13 11 12 -11 -10 15 -15 17 -16 -18 -19 22 25 23 -21 -25 26 -22 -28 -29 -26
right_child=2 3 6 -5 5 -7 7 8 9 10 -12 -13 -14 14 16 -17 18 19 -20 20 21 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=-0.10661732083389713 -0.083207540709496888 0.089735495006238494 -0.10512081723904128 -0.11090260987620211 -0.11421498212493829 0.061589737062112897 0.084269403034860538 -0.077238139264494951 0.051352753256991471 0.044713298566412943 -0.10252755419108001 0.080740554019336802 -0.18496702834236833 -0.06145323849737612 -0.1224904270283903 0.076350423499611728 0.028140774160844553 0.05465963346583165 -0.085030715539584772 -0.091576905574400944 0.046851524045413956 0.050740136867348941 -0.066463125533640241 -0.02911902638489321 0.04979554495661509 0.016189337133873872 -0.23832160797583404 0.036936524207985766 -0.17743690280539473 -0.0034507872518599048
leaf_weight=9.560405205003919 6.5258767465129486 6.1358178695663792 3.0357672590762368 3.4181589772924772 3.675963363610208 2.4924912136048079 5.3886450426653019 5.8039106372743836 17.368627607822418 3.7330286689102712 13.847971670329569 11.252273324877022 2.7352142259478569 26.791254034265879 2.7832742324098936 3.0107067301869384 5.8646391630172721 23.044351801276207 9.2913384325802308 11.491464127786456 7.5509230848401812 63.447105523198843 18.55147697776556 32.695946568623185 48.410100487060845 101.50469942390919 4.693467963486909 5.7194734681397659 2.4591333121061325 40.216343481093645
leaf_count=482 171 41 134 105 138 22 45 154 101 18 113 49 24 381 60 14 30 135 104 141 50 298 150 435 236 624 44 40 36 258
internal_value=-0.000287617 -0.0440665 0.00203178 -0.00603089 0.0231027 -0.0431775 0.00321357 0.00391682 0.00298015 0.00400012 -0.0269348 0.0321382 -0.0524112 0.00629851 0.00437831 -0.0475318 0.00847395 0.010552 -0.0412388 0.0115812 0.00863323 0.0208914 -0.00637918 0.00201336 0.0108781 0.00535914 -0.0484682 -0.104384 -0.027521 0.0256338
internal_weight=502.5 25.2828 477.217 15.7224 12.3043 6.16845 470.691 467.655 462.267 456.463 31.5685 17.7205 6.46824 424.894 407.526 29.802 377.724 362.568 15.156 359.784 336.74 185.375 151.365 132.814 121.322 121.928 20.423 12.8721 8.17861 88.6264
internal_count=4633 788 3845 306 201 160 3674 3540 3495 3341 204 91 42 3137 3036 395 2641 2507 134 2447 2312 1092 1220 1070 929 794 170 120 76 494
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=7 17 20 20 15 19 6 21 7 6 0 0 21 22 9 16 15 3 7 14 6 21 17 16 10 0 20 16 13 23
split_gain=4.76046 3.91692 2.94502 3.32958 7.40851 3.07489 2.65537 8.64291 4.95485 4.73507 6.92671 7.27768 7.94224 4.85546 5.65551 6.73667 4.91312 4.55883 4.82058 4.53483 4.3723 7.24944 5.15794 4.32149 13.3723 8.5197 6.09792 4.82302 4.79868 6.89929
threshold=29.911984439950004 158.19986339130003 31.914316944300001 34.515670600900002 23.241064975550003 14.151141757350002 16.505385645700006 15.191342547400001 24.385896469550001 14.845346859150002 95.550490414250007 91.625341543800019 0.87557407920000008 -0.047144999999999999 206.16422279835004 9.7049773055000017 24.089489904150003 85.000980710400015 23.960918281000001 245.99173885435002 13.665319288000001 2.9212203061500004 190.37043331840002 18.974955628300005 66.859265246100009 90.321439350550008 39.032633164100012 17.874958200600002 113.98793627290001 0.10876000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 9 8 -8 10 11 -5 17 14 20 -16 -17 -13 -19 -9 21 -12 -22 27 25 28 -26 -11 -25 -30
right_child=-2 2 3 6 -6 -7 7 19 -10 23 13 12 -14 -15 15 16 -18 18 -20 -21 22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.087126434545927001 -0.10540816287535125 -0.11401006625428026 -0.11161066523488657 0.012500104055599013 0.078326982766248845 0.045347877332291474 -0.0016316674804657369 -0.023829453980428815 -0.14376102420266529 -0.031609053306824973 0.061487932800272461 0.09040979197436011 -0.091760583675936369 0.029276402576420221 0.076847284122071674 -0.10614956513775982 -0.020023370628476183 0.035322534743763179 -0.14017894605742298 -0.19544100498327754 -0.0099749613807417845 -0.030017595459298815 0.11205496624228467 -0.094646320532185232 -0.011058181240171846 0.090897664971502631 -0.15498128110211504 0.079350740969909669 0.023529337505158072 -0.048890567127600287
leaf_weight=5.032859928905963 4.2699087196961036 4.2374399080872527 2.4408804820850483 20.429258217103779 12.941739125177262 1.6952332928776739 80.829887206666172 2.5742903277277938 2.5295663550496092 4.944430440664294 11.787777884863315 4.292700991034506 26.002004607580602 54.797645151615143 4.0416075121611383 12.847541369497778 13.672063022851942 3.5034176744520664 2.8287960924208164 3.8318094350397587 6.1925579793751222 32.606694215908647 7.860267698764801 4.1855864003300658 5.2904068455100042 14.803514167666433 6.6371984034776688 18.857453513890505 103.27162967994809 15.075236495584248
leaf_count=233 282 180 73 160 61 10 687 16 32 58 129 19 442 424 30 167 116 15 29 45 32 486 24 25 24 54 58 67 574 81
internal_value=-0.000277097 0.000638948 0.00154968 0.00241682 0.0481881 -0.0684743 0.000898401 -0.0145465 -0.00594462 0.00460613 -0.00583928 -0.0353209 -0.0619939 0.00585779 -0.00855977 -0.0434189 -0.0617476 0.0108532 -0.0430794 -0.126479 0.00966756 -0.00572072 0.0582809 0.0167292 0.0104191 0.0192399 -0.0911452 0.0563008 0.0105827 0.0143044
internal_weight=494.311 490.041 485.009 479.076 15.3826 5.93267 463.693 89.7656 83.3595 373.928 200.862 57.0562 36.6269 143.806 89.0085 30.5612 26.5196 10.6249 6.33221 6.4061 58.4473 44.3945 14.0528 173.065 149.264 137.336 11.9276 23.8019 122.532 118.347
internal_count=4633 4351 4118 3928 134 190 3794 780 719 3014 2073 665 505 1408 984 313 283 63 44 61 671 615 56 941 816 734 82 125 680 655
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=7 17 20 15 20 15 22 23 2 17 22 23 10 7 2 12 20 13 20 16 22 17 23 17 9 6 20 16 6 18
split_gain=4.28434 3.38217 2.59816 3.7762 3.69459 6.79769 2.55365 8.67003 6.44428 5.25263 4.70159 5.06084 4.47886 9.16252 5.32413 4.4006 4.28204 5.49912 4.5731 7.16853 4.26058 4.14409 4.04519 3.66758 3.61341 4.17931 3.46 5.92528 3.43475 3.48323
threshold=29.911984439950004 158.19986339130003 32.724174661450007 36.370482311550013 34.515670600900002 23.241064975550003 -0.24150999999999997 0.091705000000000023 127.74713841330002 196.21449749970003 -0.15962499999999999 -0.42796999999999996 62.229740345500012 19.164717746300003 302.29361977965004 206.14208420540004 49.247968080500009 81.769454037550005 47.927946529500012 12.284971272400002 0.63131000000000015 197.38773738110004 0.093955000000000025 208.52928782745002 196.17233399030002 13.825323026450002 44.701063782750005 13.854967601050001 5.0851188130000002 17.327266398450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 -6 22 12 -12 13 14 -8 -11 18 -18 19 -13 28 -10 -9 -23 -24 -26 -14 -28 -21 -30
right_child=-2 2 4 -5 6 -7 10 9 21 15 11 16 26 -15 -16 -17 17 -19 -20 20 -22 23 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.083442634056707571 -0.10492663905854729 -0.094870192287355923 -0.11098457368364074 0.086320938996161126 0.0331053365518756 0.085810913533957631 0.084877934345832434 0.11656155678293456 -0.1423464108500751 -0.15728325619027836 -0.13276616443170572 -0.0832936742193323 0.092895332113747675 -0.13456931640043687 -0.07183736659926418 0.015804374656730031 0.072659844192770093 -0.1157527626631782 0.089072350849299764 -0.11202191389553694 0.074668615875561381 0.017395248948062551 0.07585125514418195 -0.12512912691818609 0.040617221094055411 -0.09046081357521582 -0.062232353189230705 0.079378480849970817 0.00054049154773341162 0.054285474831903914
leaf_weight=4.7447524974122635 3.8804021924734107 5.7150145331397644 2.0863096555694929 1.4400471225380895 4.864630080759528 11.060133678838609 7.6341750714927894 5.2309754481539192 9.255473820492627 2.8006998673081389 2.8580659925937644 9.8061796603724343 14.462404230609538 4.1624805023893705 3.0275475308299065 3.0888233203440905 2.0492342021316272 6.3468740759417415 5.9967949315905562 2.6360829919576636 8.1928746402263624 4.3283362342044702 6.0414719870313993 3.0976704461500049 5.0446426309645158 4.6975493654608727 5.0555388424545509 7.1103907953947783 317.671262903139 12.534680623561142
leaf_count=233 282 204 64 4 59 52 36 14 174 40 59 296 78 127 40 29 19 196 39 87 41 48 33 66 23 31 60 36 2097 66
internal_value=-0.000270198 0.000570536 0.00140396 -0.0584032 0.00231223 0.0545799 0.000811916 -0.0208978 -0.068168 0.0169584 0.00338023 -0.00021535 0.0353084 -0.00874652 0.0403764 -0.0665056 0.0008219 -0.069767 0.0024828 0.00100276 0.00342663 -0.0977011 0.0403499 -0.0420571 0.0150921 -0.0225868 0.0598342 0.0205323 0.00167302 0.00258066
internal_weight=486.922 483.041 478.296 7.15506 471.141 13.1464 457.995 48.4503 21.5461 26.9042 409.545 368.092 41.4525 14.8242 10.6617 5.88952 365.234 8.39611 356.838 350.841 341.035 16.6815 21.0146 7.42601 15.7837 9.74219 26.6283 12.1659 332.842 330.206
internal_count=4633 4351 4118 208 3910 116 3794 517 347 170 3277 2900 377 203 76 69 2841 215 2626 2587 2291 288 101 114 87 54 174 96 2250 2163
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=7 17 6 6 10 0 2 0 17 7 17 18 22 9 0 21 23 18 2 5 7 23 23 23 23 2 12 20 6 16
split_gain=3.85682 2.91057 2.53938 10.2327 5.04897 4.86321 4.50272 6.42536 6.16033 4.97795 4.8595 4.44808 4.23218 3.8206 3.81238 5.21627 4.88158 4.18734 5.08858 3.9798 3.35113 4.51356 3.2057 12.7163 6.34307 5.78051 3.84107 4.66878 4.41013 8.30882
threshold=29.911984439950004 158.19986339130003 13.665319288000001 13.775321858200002 78.196493182200015 98.230883170350012 203.29256851545003 104.22883325935001 200.37850214585004 24.103872582350004 253.00163930250002 17.108018746400003 -0.21563499999999999 32.593970107800011 97.615226258450022 5.1185473364500007 0.087700000000000014 14.693728290050002 302.29361977965004 14.050239455300002 25.487785026200005 0.097005000000000022 1.0000000180025095e-35 0.079470000000000027 -0.10696499999999999 78.110129541750013 326.14630530935011 47.079243513300007 16.555386813950005 22.744946812400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 14 22 7 8 20 -8 -9 -11 -13 -14 17 16 -16 18 -3 -18 21 -6 24 -24 26 -26 27 28 -5 -30
right_child=-2 2 3 5 6 -7 9 10 -10 11 -12 12 13 -15 15 -17 19 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.079668117867427196 -0.10448581469425816 -0.016250341327771509 0.089471941179294953 0.013160214328181867 -0.11121214021759594 -0.12684586559941044 0.097522187002040572 -0.096854213030016595 -0.07977676872873582 -0.076160031552156421 0.15860059812570287 -0.079114609941986602 -0.10702703549388824 0.063206982292352984 -0.12391326850547851 -0.1250979567620974 0.11994431166400915 0.043102886967339216 -0.14663486332250056 -0.038874914176670911 0.058882937916845617 0.049362028827754097 0.079528397218297853 0.0012855182534128285 -0.0067805378077248433 -0.1290145398517992 -0.12828697952291565 0.08503082286489555 -0.13570291489891337 0.11408231021041987
leaf_weight=4.4862749259918919 3.5251933927647761 17.770933829247959 13.971461214125155 25.478294260799885 3.2368614524602952 2.8984880410134783 8.6812155209481698 10.950914813205596 6.2148098563775411 4.8661504890769747 0.79900150373578149 3.017443016171458 1.4369070958346153 15.981806433759628 3.0339809153229016 9.2116516036912781 2.7859127223491669 8.9998475769534689 3.5995576940476885 3.6384684406220913 15.390411986038087 3.8121832795441151 22.637858036905527 251.9591610673815 7.1705384170636526 8.4023090675473195 2.1434164093807331 6.7289331443607798 5.4986149752512565 1.7572950050234792
leaf_count=233 282 195 57 162 109 36 62 366 83 116 3 66 65 125 57 145 11 69 46 30 85 22 145 1551 35 167 33 26 246 5
internal_value=-0.00027259 0.000498291 0.00126014 0.00562402 -0.0110665 0.00212368 0.00535531 -0.0172083 0.00832805 0.0321819 -0.0794831 0.00976369 0.0302234 0.049164 -0.0359762 -0.0715372 -0.0193735 -0.0141153 -0.0382118 0.0299965 0.0327295 -0.0243723 0.00325039 0.00773588 -0.0182906 -0.0727317 0.00208603 0.00916716 -0.00642759 -0.0752079
internal_weight=480.086 476.561 472.074 348.646 123.428 334.675 74.3877 40.4042 28.6543 33.9835 11.7499 25.3023 20.4362 17.4187 49.0404 18.67 9.45836 30.3703 21.3705 6.42438 22.4395 7.04904 331.776 274.597 57.1794 15.5728 41.6066 39.4631 32.7342 7.25591
internal_count=4633 4351 4118 2463 1655 2406 1102 668 299 434 369 372 256 190 553 243 98 310 241 41 216 131 2370 1696 674 202 472 439 413 251
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=19 10 7 21 3 5 3 2 3 0 7 7 18 16 0 22 18 4 9 20 23 7 6 3 3 22 19 12 20 7
split_gain=3.55172 2.58814 2.75847 5.07484 5.04877 2.79944 5.60604 6.58895 4.71977 8.05473 4.10581 6.60415 7.44769 7.34267 8.23398 5.00036 9.36529 4.99108 5.36398 6.66578 5.36406 4.74033 6.90603 9.68349 6.49993 5.55925 6.11446 4.97031 4.68527 4.62933
threshold=8.9507221716000007 54.884872733100003 19.052023743050004 12.842902196200003 103.28787291370001 30.133297129900004 95.002044955650021 56.799426908350007 94.227769014100019 85.619326080400015 22.721067571950005 23.109894804950002 13.988302431200003 22.644947046300004 88.350799540950007 -0.025719999999999996 13.317304170000002 195.04069921150003 186.70853236170004 41.32819714970001 0.093185000000000032 23.853977146050003 14.845346859150002 84.812788641250009 85.589753040950015 0.048475000000000011 11.450923895500003 405.20116087950004 36.016191615950007 22.532843451200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 9 -4 29 15 -13 14 -14 17 -17 -12 -19 -20 -21 -16 23 25 -24 -23 -27 28 -25 -11
right_child=1 2 4 -5 -6 -7 7 -9 -10 10 11 12 13 -15 21 16 -18 18 19 20 -22 22 24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.10666151939910558 -0.10389273561424095 0.071592976794282961 -0.094719961921706772 -0.082389272427854016 -0.098833861381945956 0.070186142459459033 0.058745510370321496 -0.094640759340334099 0.064050180669875598 0.0045143587137033208 0.032027989988545821 0.02838136312325068 -0.095150109138017053 0.10350428438014787 -0.060715219883565819 -0.0053058376063214244 -0.24704348685596106 0.038360578056063639 -0.18541624186392416 -0.11551532260833615 0.036770744542828256 -0.014403349321709408 -0.064822705858461088 0.017840841209327229 0.056683727768501994 -0.050486191487738245 0.05027852382774585 0.098676670207593103 -0.11838755870170402 0.056613325588443765
leaf_weight=3.1176882940344504 2.3662435216829172 11.893823345191775 8.7528601232916099 2.6100127510726443 5.1535475458949795 5.7258839588612309 3.6508035063743582 12.02493213675916 11.906052075326441 46.462522255256772 9.7721418552100676 80.061554649844766 10.86486968398094 5.8189340606331816 14.555448711849747 3.2762121818959704 3.1373060587793589 4.5061531979590681 4.6135302465409032 4.5600536130368692 4.6938310340046883 93.653232217766345 5.169268272817134 3.083066374063498 29.684990305453539 7.4714452563785008 31.041784659028053 1.4578346088528622 13.938522853888569 26.94686873909086
leaf_count=245 137 100 105 29 227 26 15 230 59 358 42 396 88 30 156 21 29 27 32 38 19 1312 42 14 123 153 206 7 237 130
internal_value=-0.000280536 0.000426854 0.000956012 0.0438834 -0.000421496 0.00071355 -0.00018826 -0.0589178 0.00197575 0.000188511 0.00224084 -0.00249963 0.00231772 -0.00730995 -0.0103671 -0.0438718 -0.123557 -0.0257142 -0.0564248 -0.0872249 -0.0382715 -0.00576263 -0.00145072 -0.0107316 0.038663 -0.00125138 0.0307305 -0.0785354 -0.0937129 0.0236387
internal_weight=471.971 468.854 466.487 14.5038 451.984 446.83 441.104 15.6757 425.428 413.522 404.77 331.36 296.801 216.739 210.92 34.5592 6.41352 28.1457 18.3736 13.8674 9.25388 200.056 185.5 150.646 34.8543 132.166 38.5132 18.4794 17.0216 73.4094
internal_count=4633 4388 4251 129 4122 3895 3869 245 3624 3565 3460 2972 2764 2368 2338 208 50 158 116 89 57 2250 2094 1929 165 1671 359 258 251 488
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=7 8 22 8 5 15 8 19 8 17 23 23 12 23 20 20 7 8 22 22 22 20 15 18 15 21 2 9 20 13
split_gain=3.34578 2.25119 10.9053 6.4333 6.15413 3.54383 3.29906 3.26647 2.97019 2.9331 2.9011 2.7587 4.7542 3.28355 2.98747 2.82506 2.82046 2.9184 2.5978 7.12337 6.43291 7.43526 8.13841 5.94296 5.83295 5.60247 5.36072 8.15519 4.77148 10.4881
threshold=29.911984439950004 8.8430989333000021 -0.088039999999999993 9.3427090425500019 20.852055640250004 52.561095883800007 9.6424751081000029 14.651182102100002 9.0429429770000009 177.73379099395004 0.4369650000000001 -0.27450499999999994 197.15611335610004 -0.51222499999999993 32.724174661450007 34.515670600900002 22.532843451200005 8.2435668022500028 -0.079369999999999996 -0.077085000000000001 -0.082654999999999992 39.788107623550012 40.042228346200012 17.370891598500005 30.247508226550003 1.1709819147500002 131.42729508740004 205.93480238635001 41.559097512700014 98.050756475600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 7 8 10 -4 -8 11 12 -1 -14 16 -16 17 -13 20 -20 21 22 23 24 -17 -23 -26 -28 29 -21
right_child=-2 2 6 -5 -6 -7 9 -9 -10 -11 -12 14 13 -15 15 18 -18 -19 19 28 -22 25 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.1114706684618948 -0.10409868261999373 0.047244445695212127 -0.061546410715032529 0.076802926150219164 -0.15793635870037862 -0.12202635969153444 -0.10412720563588447 0.055954070504811826 -0.17724309011423647 0.061473488320211836 -0.10095312756094864 -0.10755816061070228 0.056522578940028205 -0.097270098326150134 0.055349566311184178 -0.095450507358937522 -0.14121784163710918 0.1204546695047287 0.081656509342543704 -0.11822041415796231 -0.072278796395281036 0.062770332202062087 -0.20204736972956128 0.078750216764663136 0.04223281655755444 0.0026273349179834495 -0.23448359932410573 0.024129667629799262 -0.017338835584329779 0.02528912393970216
leaf_weight=5.6987036438658816 3.0820468952879301 2.9439857043325963 3.8964336439967138 10.252778800204394 2.9035616815090179 2.2820050008594981 2.1272956784814587 11.308668404817579 5.1539843045175076 2.1510564014315605 2.7463157139718524 1.0903416611254209 4.8404556233435869 1.9465407710522411 10.659238338470457 12.40809294302017 2.7476228019222617 1.1569936573505399 13.550041026435791 5.3512776889838269 13.1108116293326 17.383342082612216 2.9124995432794085 4.5226132534444323 9.4649407826364023 142.09299626015127 2.1218527276068917 2.8668486177921295 56.62434518430382 105.33204185124487
leaf_count=166 282 16 24 49 26 46 31 47 48 10 27 41 42 26 104 241 124 3 104 144 129 166 28 50 45 1387 23 20 584 600
internal_value=-0.000253963 0.000439324 -0.0263224 0.0290648 -0.0546368 0.00226149 -0.0932266 0.00292118 -0.127433 -0.020867 0.00148857 0.00216505 -0.0441292 0.0124142 0.00359792 0.00456151 -0.0732585 0.00982948 0.00316532 0.0119197 -0.00448777 9.90164e-05 -0.0421408 -0.0273013 -0.0451568 0.00918308 -0.00198099 -0.0858667 0.00627183 0.0183508
internal_weight=464.73 461.648 29.4291 16.1003 5.84755 432.219 13.3288 429.937 9.05042 4.27835 418.628 415.882 12.4857 6.787 403.396 398.401 4.99496 2.24734 387.742 180.858 206.884 193.773 34.2968 31.3843 26.8617 159.476 14.4536 4.9887 167.308 110.683
internal_count=4633 4351 204 91 42 4147 113 4101 72 41 4054 4027 234 68 3793 3625 168 44 3521 1432 2089 1960 407 379 329 1553 88 43 1328 744
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=19 7 8 22 8 5 15 16 22 6 23 2 6 0 4 14 8 23 17 8 8 7 21 10 13 10 6 20 21 13
split_gain=3.03592 2.22041 1.94983 9.1137 5.40989 5.74057 3.1623 2.85644 3.68143 3.6416 3.19893 3.0923 6.18993 4.39592 3.69889 5.79244 3.32264 2.73175 4.03475 2.71689 2.72178 2.62312 4.77805 3.80434 4.55912 4.27671 10.419 7.33837 6.21897 4.6013
threshold=8.9507221716000007 29.911984439950004 8.8430989333000021 -0.088039999999999993 9.3427090425500019 20.452758643300005 52.561095883800007 22.724946859200003 -0.043559999999999995 17.435407375500002 0.096915000000000015 65.896304893200011 15.975373262050001 97.615226258450022 158.33173836080002 159.50774844380001 8.7431769115000026 0.081235000000000016 181.57898176000003 9.6424751081000029 9.0429429770000009 19.052023743050004 12.842902196200003 61.821094709650005 117.69263157665002 61.987779113750001 16.515385879350003 42.546237522150008 11.241604453150002 117.55283175385001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 9 10 11 -9 12 13 17 -13 -16 21 -2 -19 20 -5 22 -17 -23 25 26 27 28 -25 -27
right_child=1 -3 3 19 -6 -7 -8 8 -10 -11 -12 14 -14 -15 15 16 -18 18 -20 -21 -22 23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.1058817984979445 0.051655034417104999 -0.10455798030708185 0.059632066122890619 -0.055289881205494495 0.071816723147521785 -0.14186731912336756 -0.11985991359188086 0.053898311237531499 0.099264794382659297 -0.10605267546363789 -0.078346508810978988 0.072679642190908417 -0.1755769654876759 -0.11904029936238852 -0.13655769953838567 0.074431121177086779 0.057141428168401856 0.053249468013041805 -0.095969320742439732 -0.019495185842680906 -0.16705176623958995 -0.080057162990670463 -0.076461817645114435 -0.12417968398543625 0.078314279902145637 -0.00055548631421092627 -0.16964626400278718 0.093473765392625946 0.021821048936539085 0.040576660130396666
leaf_weight=2.7046691025607279 7.4910664930939728 2.0075175450183442 2.5874766744673279 3.9032123237848264 9.887767590582369 3.1171582899987698 2.1002500103786579 4.348257765173912 6.9521178901195508 3.1180200260132542 3.1572973877191544 7.7892805989831677 2.7243738099932662 3.2672869758680454 2.9482737323269239 10.984593994915484 11.474084332585333 3.104624155908823 4.3523289524018764 4.1377474237233391 4.9329600427299738 5.7227863119915119 2.5940994527190915 5.6676499750465208 7.6838899031281462 283.36195562733337 4.9685577414929858 5.2331388983875504 6.0124650672078133 30.084277087822556
leaf_count=245 29 178 14 24 49 28 46 27 25 178 17 41 18 54 49 95 49 14 63 41 48 116 31 42 26 2761 112 19 28 166
internal_value=-0.00024792 0.000379018 0.000843333 -0.0244467 0.0270761 -0.0504723 0.00254264 0.00315033 0.0468333 0.00160461 -0.00173198 0.00243249 -0.0349908 -0.013964 0.00447041 0.00306013 0.00416138 0.00900325 -0.0338436 -0.0863682 -0.117683 0.00248356 0.0456042 0.000804564 0.00215365 0.000408469 -0.042334 -0.00493385 -0.0490242 0.00339234
internal_weight=458.419 455.715 453.707 28.5663 15.5924 5.70463 425.141 423.04 14.4577 408.583 7.50556 405.465 20.9397 18.2153 384.525 376.736 373.787 14.948 7.45695 12.9739 8.83617 362.313 13.5787 348.735 343.012 335.328 21.8818 16.9133 11.6801 313.446
internal_count=4633 4388 4210 204 91 42 4006 3960 69 3891 44 3713 178 160 3535 3494 3445 106 77 113 72 3396 126 3270 3154 3128 201 89 70 2927
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=19 21 20 20 2 10 20 23 21 23 7 20 0 22 20 3 6 5 6 17 0 23 9 20 18 9 5 10 9 20
split_gain=2.73368 1.88935 4.61582 3.17615 5.24884 4.41417 3.50954 3.30822 3.28178 4.30783 2.66058 2.59386 5.3002 7.89854 7.87171 7.4698 6.78861 5.1958 5.10319 5.47305 5.38534 4.88444 4.25802 4.18553 7.30855 3.99006 5.09825 10.0549 4.2399 4.4946
threshold=8.9507221716000007 21.089366969400004 50.666627092000006 47.927946529500012 323.30468295165002 89.541786492700012 49.064150740050003 -0.27450499999999994 4.6633733285000014 -0.17949499999999999 23.209106085000005 42.081757894750005 86.393602021950016 -0.082275000000000001 43.847983878700006 92.738363209800013 16.465384711100004 10.36813655115 16.465384711100004 185.31329674715002 85.990333302400003 0.079745000000000024 201.65416293750005 44.202975721700007 14.804191144800003 203.09362050815002 21.252944829650001 64.369753017350021 211.24289424260004 43.847394126900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 7 -5 -2 -8 -10 -7 17 13 18 -15 16 22 -9 19 -13 -21 -20 23 -14 -25 -24 27 -27 29 -29
right_child=1 -3 -4 4 -6 10 8 11 9 -11 -12 12 15 14 -16 -17 -18 -19 21 20 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.10539863169711988 -0.062668886400805049 0.047346776275400154 -0.10796152608901735 0.081719334661669973 -0.092235760569985267 0.12983165588786225 0.12576147544010485 -0.10804680567427126 0.059527543529678817 -0.11112003024691836 -0.10669329489188245 0.038142959351068345 0.047224537697733181 -0.14412856858619416 0.037181925170414298 0.066736741693592602 -0.17722328704291679 0.0083158152847762675 -0.11474229389632516 -0.15227630889615607 0.0033914632233884184 0.047307125275608389 -0.13703460573753637 -0.10180688588035436 0.054156076425745638 -0.27534408489245099 0.056362929664129029 0.041062775015265632 -0.067436196974678717 -0.10639422004718505
leaf_weight=2.4579356750473371 8.3532818881794793 8.3944991435855609 3.9644176191650322 14.080749472603207 2.8475128514692178 0.52026212215423484 1.5764771765097965 3.8941749003715804 2.6330742668360507 3.3760024993680382 5.5372269935905933 4.34197844937444 22.088149827904999 10.414178324863313 3.1095213592052451 15.475270815193651 2.3413728401064864 262.7154344539158 2.1322270967066315 6.2517694309353811 3.4480817317962646 14.570361592806874 3.0520100686699143 6.1887013521045429 5.8398525733500719 1.6709559187293077 7.3134289570152751 11.536028265953066 11.398142036050556 2.5183456744998685
leaf_count=245 191 55 181 72 58 1 8 170 16 60 353 80 194 141 40 96 24 1921 58 67 15 78 25 111 54 13 37 67 120 82
internal_value=-0.000224211 0.000348245 -0.00054196 0.000427603 0.035404 -0.00163987 0.0521791 -0.000383782 -0.00265517 -0.0363452 -0.0863788 0.000915956 -0.0104516 -0.0387508 -0.10244 0.00355774 -0.00966406 0.00661619 -0.0107356 -0.0551699 -0.0969399 0.0266201 -0.00418518 0.021377 -0.026087 -0.027448 -0.0177358 -0.0377154 -0.022115 0.0146406
internal_weight=454.041 451.583 443.189 439.225 24.5138 414.711 21.6663 408.653 7.58555 6.00908 6.05749 400.3 133.69 44.2681 13.5237 89.4223 73.947 266.61 30.7444 14.0418 9.69985 16.7026 71.6056 34.1167 12.0286 37.4889 34.4369 27.1235 25.4525 14.0544
internal_count=4633 4388 4333 4152 214 3938 156 3584 84 76 354 3393 1302 479 181 823 727 2091 298 162 82 136 703 359 165 344 319 282 269 149
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=7 17 9 15 13 22 15 22 9 19 6 6 13 20 18 15 15 17 18 16 3 19 22 10 23 22 4 2 17 17
split_gain=2.48188 2.09213 1.9774 1.73303 5.59058 4.84712 3.23762 6.75052 6.12995 5.20831 4.94327 5.72675 5.84811 5.54292 7.02458 11.574 6.52431 4.20604 5.18678 4.70171 4.7832 3.86367 3.31122 4.41755 3.19455 3.18373 3.14852 3.10714 2.88797 3.65847
threshold=29.911984439950004 158.19986339130003 43.730860148300003 46.723315192750007 117.61735474900001 0.050115000000000014 42.968808980200009 -0.064729999999999996 204.89606367675003 14.351157895250003 16.455384477450004 16.425383776450001 117.56896250265002 38.396531328800009 13.317304170000002 36.370482311550013 30.404760455250003 188.27285108100003 13.063922652800002 22.684946952700002 100.48918799990001 13.251069136700002 -0.047144999999999999 61.950140699950005 0.4369650000000001 -0.60414999999999985 274.52314445175006 226.19683278270003 189.5403704096 191.56943241645004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 10 8 9 -8 11 24 -13 16 17 -16 25 18 19 21 -21 -15 -9 -24 -3 -12 -17 -25 -19 -30
right_child=-2 3 -4 4 -6 -7 7 22 -10 -11 13 12 -14 14 15 26 -18 28 -20 20 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=0.068216347099109051 -0.1032500470430478 0.0024332278538160366 -0.11189610420655516 -0.12731739327197916 0.022360914739810833 0.064853059551979883 -0.14934636542910276 0.13306368250671971 0.056679118763498085 -0.010881273165491402 0.10389908169974305 0.086428125716385543 -0.031429049114330074 -0.11166190284540595 -0.18856013927033005 -0.0016064115302783597 0.072757932981892467 0.069786293034246979 -0.20961247262740557 -0.19352337127708361 -0.015111329308207175 0.011668985827922144 0.11967555839591942 0.053789453040667679 -0.12507554254023329 -0.1276918713355456 -0.10742038868238041 -0.066785578802518314 -0.067670382292973313 0.053182376262770462
leaf_weight=0.76917187077924554 2.326698020566254 276.14210672536865 2.9371739109046757 6.6824335921555775 9.6287341769784671 1.6333496160805223 3.9549510702490833 6.0087323039770153 8.2287274170666915 8.675463665276764 0.74326477944850866 15.808427438139917 5.7385374456644049 2.9267154075205424 6.8788163550198105 10.307208746671675 10.902974301949142 8.0579031147062796 1.6255159154534329 3.0062124207615843 3.0045611634850502 19.230466580949724 4.9162402898073188 4.8861539587378484 1.9789310470223416 2.9479152197018266 3.8670504856854668 3.798804197460413 5.3018411472439748 4.7481656279414892
leaf_count=25 282 2718 208 104 66 8 44 14 41 60 7 111 27 124 65 43 61 32 66 29 20 159 16 18 25 146 36 28 31 19
internal_value=-0.000237829 0.000300367 -0.0745177 0.000928271 -0.0295107 -0.0895721 0.00221746 0.0291174 -0.0104827 -0.0542387 -0.000623271 0.00537374 0.0550396 -0.022133 -0.0339828 -0.0821271 0.0338545 -0.0128229 -0.0359242 -0.025901 -0.104342 -0.00462164 0.0712402 0.0439279 0.00152596 -0.0810582 -0.0304748 0.00104989 0.0251864 -0.010573
internal_weight=447.663 445.337 3.70635 441.63 17.9445 8.31578 423.686 40.4691 20.8591 12.6304 383.217 299.668 21.547 83.5486 68.9545 21.0531 14.5942 47.9014 29.7935 28.168 6.01077 22.1572 19.6099 13.6012 278.121 3.69118 14.1743 8.68496 18.1079 10.05
internal_count=4633 4351 233 4118 178 112 3940 221 145 104 3719 2881 138 838 624 144 214 480 398 332 49 283 76 62 2743 153 79 46 82 50
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=19 22 23 12 10 6 17 22 12 22 2 22 8 6 6 0 5 20 3 10 18 15 2 20 22 23 4 23 21 3
split_gain=2.35211 1.68579 8.05491 3.69922 3.45172 5.18905 3.10452 3.06675 3.9499 4.98773 4.53448 5.56804 2.9514 2.57595 6.06872 5.0314 4.77042 4.4195 4.02408 4.82076 7.2568 3.95076 3.69199 3.68883 6.92872 5.68982 6.59915 6.37897 5.46324 4.90493
threshold=8.9507221716000007 -0.24023999999999998 0.091705000000000023 221.15890037120002 71.504920895500007 13.825323026450002 193.50449793755004 -0.16262999999999997 144.66294237600002 -0.18437499999999998 325.13486840910008 -0.22147500000000001 7.5441126493500006 13.665319288000001 13.775321858200002 99.647700605050019 13.812766882300002 37.572218886150004 81.355431485500006 76.621056717750008 15.771515858900001 32.145494189350011 191.54391932205002 39.427119987250002 0.13747000000000004 0.087700000000000014 157.77812180380002 0.090465000000000031 2.0523604381000005 92.367355987800025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -4 6 -6 8 9 -3 -10 -12 -2 15 -15 21 17 -17 -16 20 23 -9 -23 -20 25 28 -27 29 -25 -28
right_child=1 7 4 -5 5 -7 -8 13 10 -11 11 -13 -14 14 18 16 -18 -19 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.10508065664259579 -0.088512761960329242 -0.11787952254116973 0.050993167964815393 -0.12113762282540948 0.05090466577212005 -0.14947218469983467 -0.076812680964853372 -0.091845001025017803 0.066958487906731992 0.08541988605226046 -0.095112001205500424 0.091305451717327193 0.0045655159053393807 0.078308968392359971 -0.12399657404090339 -0.10547367684677392 -0.047530104068945055 0.023750823860649806 0.022848161006817719 0.11208474191908382 -0.15406705436740284 0.076438940611873812 -0.069839768554960407 0.06539614452782791 -0.082927256876805244 -0.17819161007253115 -0.011072618341716708 -0.00016426078913251338 0.0051491606246144763 -0.12123475723110166
leaf_weight=2.1288648736663154 5.7425815802998867 3.5183439292013645 15.001183666288854 7.2591945342719546 6.4578112559393031 2.4928337037563315 2.6985704922117293 13.082923903129997 22.48590036761016 1.8368118237704028 4.3155687740072608 2.5483895223587743 8.3750184159725887 10.646276555955408 2.5381991099566212 2.8278102325275531 16.52012157253921 41.293717509601265 66.917057130020112 3.9556661471724501 2.9888615757226935 3.3747211284935466 3.5305364206433296 19.333684229291975 10.622133515775202 2.4754683673381797 7.6286098100245026 73.558015566319227 67.956288070417941 8.5960412584245187
leaf_count=245 225 171 76 178 36 22 69 258 171 13 66 11 70 50 34 178 242 603 407 12 34 11 33 130 99 19 72 417 592 89
internal_value=-0.000221018 0.000285661 -0.0173989 -0.0631253 0.0192791 -0.0215603 0.0132638 0.0024493 0.0308313 -0.0481481 0.0452418 -0.0259006 -0.0332957 -0.000303272 0.00427244 -0.0160352 -0.0016936 0.0154686 0.00131557 0.00252023 0.00085379 -0.0595458 0.00164922 0.00265488 -0.00445073 0.000191972 -0.0171237 -0.0126827 0.0184931 -0.069438
internal_weight=442.707 440.578 48.0272 21.3768 26.6504 11.6492 9.15638 392.551 34.705 5.35516 29.3499 6.86396 14.1176 357.846 277.216 80.6298 60.6416 44.1215 266.57 264.032 260.076 19.9882 6.90526 257.087 190.17 179.548 92.2581 89.7827 87.29 16.2247
internal_count=4633 4388 676 473 203 127 105 3712 432 184 248 77 295 3280 1955 1325 1023 781 1905 1871 1859 302 44 1825 1418 1319 597 578 722 161
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=6 5 15 20 7 9 0 9 12 23 10 20 23 20 13 0 6 10 0 5 3 23 17 22 15 6 6 10 16 0
split_gain=2.24611 2.26196 3.88391 2.87516 2.44597 2.2915 6.14822 5.62941 6.16813 8.00922 7.71836 7.0706 6.82004 5.8469 5.58088 5.18299 7.78221 4.4957 5.04917 8.36438 4.09649 3.56541 3.41804 3.25307 3.23648 4.62905 7.79006 6.15045 6.63434 6.18015
threshold=1.8500432259500001 1.6209823962500003 10.623212892000003 51.757767929250001 20.253927392100007 186.70853236170004 103.37390357390002 181.33671263215004 194.34319615655002 -0.20885999999999996 80.677940036650014 47.74983977685001 0.10787500000000003 44.749265482150008 117.69263157665002 85.732241321850012 16.465384711100004 61.993156030000002 85.121961326250016 30.133297129900004 94.227769014100019 -0.23921499999999998 240.41195881570002 -0.11051999999999999 19.527500348350003 13.665319288000001 13.825323026450002 71.053259929650025 18.124957616000003 95.988709089550014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 7 15 8 11 21 -11 12 14 -12 -4 16 -7 18 19 -18 -20 -10 -8 -16 -17 -26 -27 28 -28 -29
right_child=1 2 3 -5 -6 6 22 -9 9 10 13 -13 -14 -15 23 24 17 -19 20 -21 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.10660117146609747 0.11087767471447547 0.11526724046103853 -0.10225477694321353 -0.10583138736715414 -0.11242576101089219 -0.15531147623195155 -0.11556282645768026 0.05078783977471512 0.03685894028279204 -0.079587742427133956 -0.11055667299553094 0.041151473474972007 0.071788864677625561 0.087732646442335485 -0.10563808530571184 0.044054162127843445 -0.10593595060357504 -0.11147089800163246 -0.029489424837255019 0.07864393767976402 0.10589201470895289 0.12097134829440651 0.015933900418609096 0.082850781522042949 -0.03595854417836418 0.078390974687214843 0.14014995203928923 -0.10025997295206146 0.0056751247690119827 -0.0085509780539622989
leaf_weight=1.9756222234573204 1.8409703671932209 0.5280024278908958 18.218416856601841 2.5129675026983014 4.4317955574952066 4.8909939276054528 7.2978598987683636 30.076875920407474 13.477792895864697 10.296124409418555 1.8731421739794294 9.9733023233711702 3.5089543592184773 7.2146258442662656 1.3255336275324223 18.751534258946776 7.330904018133884 4.2068499736487857 3.5715727889910323 3.6912571042776108 5.9729301109910011 8.0492517771199328 2.7110546613112092 2.9609837951138607 29.924286173656583 13.909685358405111 3.7459196224808684 10.840410053730009 178.03803092800081 22.80916116014123
leaf_count=188 8 2 674 127 282 60 215 166 135 209 96 62 22 64 71 158 78 79 30 14 23 34 61 13 313 66 9 210 1026 138
internal_value=-0.00021703 0.000267265 -0.000203949 0.000817575 -0.0881864 0.00144867 -0.00281392 0.0141076 -0.000238974 0.0263238 -0.0203043 -0.030436 -0.0578815 0.0468619 -0.0780996 -0.000304847 -0.0400384 -0.0172802 0.00198626 -0.0441212 0.055232 0.0683097 -0.0799451 0.0245638 0.0039347 0.00103306 0.00585966 0.0011766 0.00844617 -0.0380956
internal_weight=435.957 433.981 432.14 427.18 4.9598 424.667 317.692 106.975 76.8981 40.9109 19.3839 35.9872 26.0139 9.08777 22.5049 307.684 29.6645 24.7735 20.5667 11.0222 9.5445 21.527 10.0089 4.28652 278.019 259.267 229.343 215.434 181.784 33.6496
internal_count=4633 4445 4437 4153 284 4026 2480 1546 1380 538 369 842 780 160 758 2204 284 224 145 92 53 169 276 84 1920 1762 1449 1383 1035 348
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=6 5 15 20 7 9 0 9 12 23 22 20 20 23 13 0 6 23 10 0 5 3 23 12 21 21 0 20 15 3
split_gain=2.02011 2.02615 3.46688 2.5822 2.18031 1.91516 5.39815 4.66971 5.2233 6.6659 6.71001 6.05019 6.03953 5.86939 4.8897 4.35738 6.84133 4.27907 3.88066 4.23667 7.02247 3.51004 3.27341 2.87498 2.83253 3.61349 2.90551 3.49451 3.78654 3.73428
threshold=1.8500432259500001 1.6209823962500003 10.623212892000003 51.757767929250001 20.253927392100007 186.70853236170004 103.57284947555002 181.33671263215004 194.34319615655002 -0.20885999999999996 -0.088880000000000001 47.74983977685001 44.749265482150008 0.10787500000000003 117.60660091645001 85.732241321850012 16.465384711100004 0.070640000000000022 61.993156030000002 85.121961326250016 30.133297129900004 94.227769014100019 -0.23921499999999998 144.66294237600002 16.027392061700002 19.318974336450001 85.823648898300021 43.96654634930001 19.846565044850003 80.785478361850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 7 15 8 11 22 -11 13 -12 14 -4 16 -7 -16 19 20 -18 -21 -10 -13 26 -26 -17 28 -28 -30
right_child=1 2 3 -5 -6 6 -8 -9 9 10 12 23 -14 -15 17 24 18 -19 -20 21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.10604077374420613 0.1097655859385764 0.11022264440618429 -0.1025173333561311 -0.10528755378572768 -0.11142809477987835 -0.14939988478118357 -0.080335422976157811 0.04683129180451074 0.03332975996707517 -0.088646228903283705 -0.11485380427114654 -0.044874303133741474 0.071434833666230421 0.066722396195771749 -0.13767361641241596 0.056720956511878501 -0.098289668647233527 0.063098179187080827 -0.10620419463778026 -0.026635000549228662 0.074228028995346543 0.099873728665859585 0.11541331615903785 0.072954057007592887 -0.13585201223220805 0.018421448410957761 0.048298186976165627 -0.076200780766580906 -0.037853714496914832 0.005252764489610956
leaf_weight=1.7965842294506718 1.6817913949489582 0.49849685654044051 15.906336339190608 2.284973611123859 4.0441332806367427 4.5915596093982485 8.6821124996058625 29.393294090405107 13.417763014789672 7.9482451139483628 2.1944375527091315 2.9609693698585016 8.4098833766765875 3.4035412305966011 1.462092263624071 10.436977073550223 7.1223221588879877 3.8750696815550327 3.9856308419257394 3.5595625005662423 3.5284304842352867 5.7133288867771626 7.6159495692700139 6.8879312789067626 3.2560554370284072 2.8446933291852474 18.403606401756406 5.4661985933780661 22.17963176779449 213.9791510803625
leaf_count=188 8 2 664 127 282 60 268 166 135 231 81 24 57 22 71 40 78 23 79 30 14 23 34 38 27 19 102 142 253 1345
internal_value=-0.000225363 0.000221174 -0.000213279 0.000727618 -0.0871047 0.00130822 -0.00258264 0.0131057 -0.000275415 0.0245118 -0.0191813 -0.0287203 0.0328846 -0.0551938 -0.0747267 -0.000369817 -0.0375992 0.00809762 -0.0161289 0.00189023 -0.0411372 0.0513111 0.0630508 0.0375302 0.00346676 -0.0639165 0.00498669 0.00291019 0.00460893 0.00120428
internal_weight=427.531 425.734 424.052 419.51 4.54263 417.225 313.749 103.476 74.0822 39.5863 18.5526 34.4959 10.6043 24.647 21.2435 305.067 28.5008 5.33716 23.9093 19.9236 10.6508 9.27289 21.0337 9.8489 276.566 6.10075 270.466 260.029 254.562 236.159
internal_count=4633 4445 4437 4153 284 4026 2480 1546 1380 538 369 842 138 780 758 2212 284 94 224 145 92 53 169 62 1928 46 1882 1842 1700 1598
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=16 2 9 10 23 21 2 10 19 16 22 20 6 17 16 18 12 23 20 4 20 6 20 0 6 2 5 22 0 10
split_gain=1.85678 4.58823 4.65445 4.03139 3.52108 2.27807 1.96678 2.51172 1.90672 4.95578 3.20829 3.13666 3.13524 2.70547 2.58091 4.56573 4.26994 4.1613 3.7268 3.60775 3.27654 3.12998 5.18823 4.77208 6.36086 5.14946 4.86836 4.19096 4.05768 5.5071
threshold=11.949972055800002 285.01633004880006 209.24553857890001 83.89333596065002 0.075320000000000012 22.923548677750002 316.46407472665004 84.92839234085001 11.950964240300001 14.854965262600002 0.13747000000000004 37.232443001650005 5.1351199812500008 246.55589432395001 15.564963602350003 15.957401718700002 211.51213392550002 0.093745000000000023 41.243661560350013 274.52314445175006 35.119813570500007 14.825346391850003 39.852039223600009 93.308316333500017 15.205355270700002 156.97960885415003 18.595543819400003 -0.070854999999999987 90.321439350550008 66.859265246100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 -3 -8 11 10 -10 -2 -11 14 16 20 17 -14 19 -17 -16 22 27 24 25 -23 -25 -22 -26 -30
right_child=8 4 3 -5 -6 -7 7 -9 9 12 -12 -13 13 -15 15 18 -18 -19 -20 -21 21 23 -24 26 28 -27 -28 -29 29 -31
leaf_value=-0.10213224910750347 -0.11052915100398016 0.097643720467572068 0.096747869729431724 -0.11039842645742717 -0.10495421964455219 0.084557659788157061 -0.081821908593814358 0.076443574889311208 -0.088993146347924795 -0.10609991424452153 0.031385793482541648 0.030632677365381052 0.034478354273958969 0.097728185947083906 0.044936126298083863 -0.11936753614172378 0.091574686681631684 -0.07802677832329824 -0.12623738004771423 0.029444968864705906 -0.12634517102750067 -0.16242714930120394 -0.0027146616251211529 0.085022349575800071 -0.00084104631903633362 0.0053336093447141648 -0.027579828668887314 -0.026270252539714208 0.085100705780337529 -0.03781839319796982
leaf_weight=11.205023044720296 1.6529642879031587 4.5416894191876036 2.9198990240693083 1.3852150926832107 1.7014958919025946 0.69410915672779161 1.9018098991364238 2.1212063645943999 9.8638355615548772 2.6829455755650988 2.8547283313237122 32.993151057744399 11.862662028521305 2.9529299680143586 16.522087690420449 2.3386153224855644 8.2260004561394435 4.5481212418526402 5.047343454323709 5.3700306210666895 7.088460415601733 4.2613818496465674 44.399857493117452 13.429269693791868 181.71243136934936 3.2064608968794346 5.3769877366721621 10.215303430333732 12.532718680799009 5.1396490391343823
leaf_count=623 83 44 12 102 163 4 22 29 214 158 36 331 58 19 167 36 46 38 77 41 117 40 511 47 1407 19 34 69 52 34
internal_value=-0.000228339 -0.0258667 -0.0590051 0.0300964 0.0264393 -0.0912421 0.0525424 0.00162636 0.00149293 -0.00066551 -0.0619737 0.0238979 0.00158217 0.00242145 0.0015968 -0.000828921 0.0327731 0.00329843 -0.0594386 -0.0157011 0.0016313 -0.000858536 -0.020817 0.00459885 0.000214062 -0.0903959 0.0528277 -0.0672658 0.0036078 0.0493522
internal_weight=420.748 26.4704 16.2042 4.30511 10.2662 11.8991 8.56471 4.02302 394.278 359.632 12.7186 34.6461 346.913 344.23 341.277 316.641 24.6368 16.4108 12.756 7.70865 303.885 287.363 61.7036 225.659 206.853 7.46784 18.8063 17.3038 199.385 17.6724
internal_count=4633 999 741 114 258 627 95 51 3634 3220 250 414 2970 2812 2793 2651 142 96 154 77 2497 2330 697 1633 1552 59 81 186 1493 86
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=7 21 15 9 9 10 2 5 18 2 5 7 10 16 15 6 15 16 15 13 2 21 22 9 6 5 12 23 9 16
split_gain=1.68794 1.64632 3.15337 2.70986 6.24937 6.88638 4.48447 4.01712 4.30497 5.69308 3.20754 4.47523 2.70262 2.6387 4.31348 3.52483 2.60529 6.21043 3.51001 5.98579 5.92297 6.27465 4.57928 3.4956 5.12002 3.93293 2.9894 4.15668 3.45942 6.70614
threshold=29.911984439950004 9.027058870800003 11.870705757150002 201.40496258350001 214.18224820805003 61.998532946250002 71.708303056200009 20.769304081650002 14.012834869550002 189.32640726775003 30.922794813800003 19.250086031950001 77.04583310240001 9.7049773055000017 14.882823222300003 4.9151148409000003 46.723315192750007 22.674946976100003 42.968808980200009 117.61735474900001 86.916594916350007 5.514213733400001 -0.064729999999999996 206.22988073345002 16.425383776450001 24.225659292200003 88.990743116650009 0.085910000000000028 210.61272793875003 17.684958644900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3 8 -7 -10 11 -8 -6 -4 -15 -16 18 -18 19 26 -21 -22 23 24 -20 -26 27 -17 -28 -30
right_child=-2 3 13 4 12 7 10 -9 9 -11 -12 -13 -14 14 15 16 17 -19 22 20 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.10596235466946553 -0.10241322387621457 -0.1864232384996562 0.089782959543167049 0.0452463215973141 0.062811813437907191 0.074939027547000464 0.094364053162707018 -0.1802208880943531 -0.13461577471813099 0.0064471948327356025 -0.096066038345723151 -7.8314347037322933e-05 -0.056322629581423991 -0.11424883261054666 -0.10735248960415916 0.011466805884897801 -0.12462285848586813 0.042821248283847591 -0.16419411549261131 0.015106234474017474 -0.05931046377450977 -0.25475147311271512 0.083691952692129867 0.070629440226180576 0.051768701887237804 -0.099191917004869873 0.020094341799507177 -0.080526211888167706 -0.075873406963528053 0.013851162859957434
leaf_weight=2.569512589601799 1.6101837987080205 1.2795960456132878 3.6510612592101088 4.7432345114648369 7.4309377856552583 1.8921904861927057 5.3465299019590011 3.8828690536320201 8.4223377592861635 4.3328799400478593 3.2094114995561531 81.512350292876363 2.5602601673454046 3.0401997342705718 2.7399176419712594 11.721414594911041 4.7531202239915711 4.1481648404151201 2.2107212301343706 9.7240232210606354 11.316004367079584 1.9216590570285905 13.547749580815433 5.3024598546326152 5.8322010189294797 2.4510902184993029 155.20648390194401 8.4545675339177233 11.881814029999076 27.867286320775747
leaf_count=222 282 12 56 23 48 8 55 34 100 46 61 785 47 122 169 82 84 26 25 59 133 36 56 20 24 46 1520 113 146 193
internal_value=-0.000226153 0.000172295 0.00432314 -0.00943228 -0.0338694 -0.0622685 -0.000533403 -0.0897893 -0.0658168 -0.0866974 0.00210753 0.00573501 0.0322834 0.00531477 0.00422162 0.0055122 0.00663126 -0.0465908 0.00840269 0.00438079 -0.0441522 -0.0876819 0.0410356 0.00445159 -0.028987 0.00709828 0.00956087 -0.0270821 0.0133531 -0.0129693
internal_weight=414.562 412.952 288.339 124.613 33.2647 23.2735 91.3479 18.5303 14.6474 12.7552 90.0683 86.8589 9.9912 285.77 282.119 279.079 276.339 8.90129 267.437 238.093 22.9617 13.2377 29.3442 15.7965 10.494 8.28329 215.132 20.176 194.956 39.7491
internal_count=4633 4351 3132 1219 306 211 913 188 154 146 901 840 95 2910 2854 2732 2563 110 2453 2282 228 169 171 115 95 70 2054 195 1859 339
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=17 9 18 17 0 8 22 8 5 8 8 19 8 23 16 13 15 20 2 3 20 0 15 20 22 22 20 19 2 3
split_gain=1.54462 1.61876 1.60529 3.04279 1.83863 1.85044 5.24663 3.79123 4.07463 2.67568 2.10981 2.07463 2.11228 2.88464 2.10859 3.95907 2.48947 2.08745 4.84432 3.6139 3.81118 3.10468 4.04062 4.91739 4.47523 4.60951 4.55826 4.58144 3.56803 3.32809
threshold=158.19986339130003 43.730860148300003 11.207537862500002 162.04221493815001 71.096275259750016 8.8430989333000021 -0.088039999999999993 9.3427090425500019 20.452758643300005 9.6424751081000029 9.0429429770000009 14.651182102100002 8.7431769115000026 0.4369650000000001 22.764946765650006 117.76521994615001 51.19990836680001 40.165165956550005 325.13486840910008 93.571785230250015 39.476991512000005 103.37390357390002 19.314972497650004 35.476804824450006 -0.060989999999999996 -1.0000000180025095e-35 38.171717059500004 13.151061067750001 323.30468295165002 89.993447458600016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 11 7 8 -7 10 -8 12 13 14 15 16 17 18 19 21 -21 22 -6 -24 29 -26 -27 -28 -23 -25
right_child=2 -3 3 4 5 6 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 28 23 24 25 26 27 -29 -30 -31
leaf_value=0.065332644596183057 0.07179029585067967 -0.11260075065210894 -0.11248894309881985 -0.10892117503420527 0.063204321135092167 0.056041907945752034 -0.050368599052082186 0.065423239733720995 -0.12641703835322821 -0.00048179753236666844 -0.154543046103508 0.046416286445617128 0.04178753252188952 -0.11605528238974119 0.057964761870516225 -0.10910677337365129 -0.11574299102149038 0.0061672348916880261 -0.14254172893988512 -0.033029613961316567 -0.23802334289465177 -0.10517664311695957 0.045525437209974332 -0.06269270299109593 0.048620324950583604 0.037132861954758359 0.0080229387468531942 -0.13008169713063242 0.14651920044755784 0.020693217279720334
leaf_weight=0.65978353237733189 3.1163493087515226 2.2717745490372181 2.4013504274189463 1.5321907894685853 9.4396687755361182 2.1460827123373765 3.5288191139698011 7.1834544986486435 2.8484141416847706 3.3017846923321486 4.3291487125679851 10.471074210479854 12.430342089384792 2.1344354879111043 6.2822248395532361 3.3238023375160983 1.8305356130003918 242.05301383906044 2.7278376433532676 2.848359484691172 1.3306192792952058 4.8617496134247622 14.803393429145215 24.138279567006972 14.676053013652565 6.3726465702056982 4.1744983159005624 5.6574400439858437 0.6370144486427306 5.9702597931027404
leaf_count=32 56 218 88 88 78 14 24 43 28 35 48 49 68 32 30 37 51 2482 75 129 11 368 89 253 61 32 32 54 1 27
internal_value=-0.000227399 -0.0725546 0.000294138 -0.000258138 0.00041389 0.000833219 -0.0264904 0.0188987 -0.0480164 -0.0760207 -0.107761 0.00252841 0.00127175 -0.000153894 0.000550648 -0.000495295 0.000561749 0.0011885 -0.0111543 -0.007378 -0.0983012 -0.00319017 0.00150835 -0.00617564 -0.0187246 0.00802287 -0.0287451 -0.0714445 -0.0760185 -0.046158
internal_weight=409.482 2.93156 406.551 403.434 401.033 399.501 23.3377 12.178 4.9945 11.1598 7.85797 376.163 365.692 353.262 351.127 344.845 341.521 339.691 97.6378 94.91 4.17898 90.731 85.2322 75.7926 60.9892 30.8806 16.2046 9.83194 5.49876 30.1085
internal_count=4633 250 4383 4327 4239 4151 192 85 42 107 72 3959 3910 3842 3810 3780 3743 3692 1210 1135 140 995 626 548 459 179 118 86 369 280
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=16 14 8 19 6 19 6 6 17 2 7 0 22 20 21 21 18 7 5 7 5 6 8 10 17 12 3 19 16 3
split_gain=1.51024 5.51232 4.18396 2.68963 4.07178 2.71984 2.53373 6.32252 3.40724 4.53466 3.92691 2.81991 2.62532 2.94486 3.73298 3.03541 3.69094 3.31644 3.11342 2.6206 2.51204 4.4161 2.39719 2.97733 3.51436 2.83547 2.2387 5.97175 5.34028 6.36754
threshold=13.534968349350001 327.64162573700008 2.9476996444500005 11.850956171350001 11.085259005300001 11.650940033400003 13.665319288000001 13.775321858200002 236.15709471040003 238.63425815445001 26.500844050900003 105.7585659356 -0.60414999999999985 35.476804824450006 2.6195973652500002 5.8920528450000011 14.032563378150002 21.833224794850004 3.2639556753000005 19.773504439000003 13.812766882300002 11.755274660100001 1.3489472949000001 84.92839234085001 181.31611693365002 293.55977308740006 85.589753040950015 13.051052998800001 18.714956236300004 84.812788641250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 22 4 5 -2 8 -8 10 -10 11 12 -5 -14 -15 -16 17 19 -18 -17 21 -1 25 24 -24 -3 27 -9 -29 -30
right_child=3 2 -4 6 -6 -7 7 26 9 -11 -12 -13 13 14 15 16 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.078163100572500352 -0.13229550412523539 0.057308768181168729 -0.085113436596282815 0.069760944783770762 0.068288140716826568 0.041439891391315542 0.077432571724866409 0.014288592969849495 0.10071983600167143 -0.074512574960220887 -0.11200150726147851 0.093224179773839733 0.044167002603939645 -0.11593354502013418 0.017029664787517641 0.040427105358690603 0.10381305513342683 0.090860984248677251 -0.10758174630145093 -0.13695977972558446 -0.098786272152039042 0.041254418041710178 0.079731540362268455 0.11930432287677889 -0.071827935760431533 -0.10663428528243209 0.0047441305983336787 -0.11891988656551988 0.03346414249492502 -0.096158917019524698
leaf_weight=7.2261961207259464 1.9478885149583247 2.1352890257257995 3.1588956653140476 2.6745911426842204 12.653860319871454 1.6767405113205314 11.139512866735457 26.485166933387518 4.6880221441388121 2.1559203006327152 5.1937263205181798 2.0988213159143916 4.3502456285059443 5.8174227164126959 9.6647224738262612 1.4966248422861093 0.75401989929377933 2.6711113341152668 9.1657061972655338 1.8777549136430023 7.9282338488847008 5.418990371748805 3.7504156748764199 5.3338664723560214 2.5841481331735849 2.0851692846044898 235.04530570982024 8.3903905693441647 9.1837614011019451 6.4522770177572957
leaf_count=510 44 74 146 16 85 38 56 178 30 32 117 17 41 83 108 15 4 17 232 31 242 27 33 39 32 160 1900 192 47 87
internal_value=-0.000221775 -0.0187663 0.0199982 0.00178804 0.0415208 -0.0519261 -6.36013e-05 0.00352273 -0.0202894 0.0455196 -0.0301309 -0.0196501 -0.0258079 -0.0329483 -0.0436159 -0.0272014 -0.0539772 0.00761346 -0.0915132 -0.0582841 -0.0546562 -0.0269877 0.0408956 0.0642559 0.0179037 -0.0236893 0.000639522 -0.0184604 -0.0545608 -0.0200254
internal_weight=405.205 39.6212 19.0478 365.584 16.2785 3.62463 349.305 296.696 52.6087 6.84394 45.7647 40.571 38.4722 35.7976 31.4474 25.6299 15.9652 6.04549 9.91973 3.37438 20.5734 12.6452 15.8889 11.6684 6.33456 4.22046 285.557 50.5116 24.0264 15.636
internal_count=4633 1263 484 3370 167 82 3203 2460 743 62 681 564 547 531 490 407 299 63 236 46 779 537 338 104 65 234 2404 504 326 134
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=8 10 7 17 15 9 17 17 9 9 0 0 6 20 5 3 10 5 17 12 15 21 7 4 12 20 22 0 9 10
split_gain=1.42163 1.48862 2.04045 1.94906 2.42085 2.08832 2.01481 2.7184 1.79637 4.39795 3.77293 3.53434 5.58988 3.64047 3.65787 4.66474 3.74614 3.99568 3.01391 2.96105 6.25277 10.4337 6.15285 6.45384 5.55106 5.2602 5.50102 7.46579 6.93434 5.21891
threshold=0.84933718570000016 54.884872733100003 17.817961733300006 162.04221493815001 34.969820938750011 38.283670303850009 163.00062368135002 166.68115439205005 186.70853236170004 185.98753508445003 103.37390357390002 85.732241321850012 16.465384711100004 43.847983878700006 30.133297129900004 94.472418703950012 61.917879202350001 22.127107789600004 240.41195881570002 148.96091148645004 35.133229767950006 11.845349650450002 22.958251375150002 222.34787280370003 143.62136700335003 41.289992964000007 -0.082654999999999992 86.420486603250012 201.11092673680002 64.630533455950015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 -8 9 -9 11 12 -10 14 15 16 -14 -18 -12 20 21 24 -21 -24 -13 29 -27 -28 -29 -25
right_child=1 2 3 6 -6 -7 7 8 10 -11 18 19 13 -15 -16 -17 17 -19 -20 22 -22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=-0.080960556279900245 -0.10249840380707115 0.1064840703019713 0.11189591379632347 0.073598566079915412 0.13378509511584671 -0.11234531764104912 -0.073863109949687131 0.007010402684068287 -0.14173409384203992 0.089121474622229135 -0.11205612672133963 0.0026181694489477315 0.056457239983707844 0.10141240384361393 0.065766500126029012 -0.12120730088124416 0.066732024220164818 -0.12672197432824139 0.02155336996300489 -0.080021200927894276 0.060165029470362508 -0.15586369934009278 -0.13063520719414504 0.054917174917356773 0.1035749304016248 0.010998357331074403 -0.17754493226909623 0.037643776031137222 -0.063463979053143812 -0.00041793906165410065
leaf_weight=2.1694677413906893 1.4061424271203566 1.8107959064654995 0.46559756388887663 3.7727249679155639 0.55490136146545399 3.8447136322502047 4.8976230816915622 81.944417905528098 4.2025833958759931 7.0871447273530057 5.4680280534084877 69.726923880167305 4.6750745400786453 2.3665920980274668 3.280722849071025 5.8235849058255544 1.5351020097732542 3.5063148904591799 2.44246810907498 10.488002657890318 24.301084984093904 3.9673901423811904 3.7219657599925986 28.588510511443019 5.9078060388565055 34.872260348871343 3.8049030322581592 10.308009669184687 19.837085258215666 42.208959056064487
leaf_count=179 137 14 6 27 1 258 189 1373 60 40 254 514 23 10 16 89 5 64 68 83 141 51 24 134 26 221 37 50 197 342
internal_value=-0.00023109 0.000210272 0.00057552 8.82774e-05 -0.0628132 -0.0881229 0.00087552 0.000162817 0.00111674 0.0135467 -0.00268577 -0.000782577 -0.0363802 -0.0154829 -0.0301817 -0.0504377 -0.00802192 -0.0678156 -0.0708025 0.00272424 0.0157662 0.00221207 -0.00608488 -0.000675114 0.0105039 0.00278935 -0.0168973 -0.0455508 -0.0288905 0.0219268
internal_weight=398.987 396.817 395.411 393.6 4.86521 4.31031 388.735 384.963 380.065 89.0316 291.033 283.123 25.39 21.1874 18.8208 15.5401 9.71649 5.04142 7.9105 257.733 103.903 79.6021 153.83 143.342 75.6347 139.62 68.8223 33.95 30.1451 70.7975
internal_count=4633 4454 4317 4303 265 264 4038 4011 3822 1413 2409 2087 267 207 197 181 92 69 322 1820 732 591 1088 1005 540 981 505 284 247 476
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=10 18 17 13 5 16 13 16 15 19 13 13 6 22 22 6 13 17 15 20 21 5 6 21 5 16 15 16 5 22
split_gain=1.33205 1.55531 2.84126 1.50551 5.62155 2.00651 4.78307 3.41863 2.61399 1.9552 2.07241 1.80632 2.69707 9.64495 6.55845 4.17305 6.6194 6.43754 3.59209 4.73203 3.10608 4.13751 3.87925 5.05536 3.07371 2.99948 5.3266 3.02682 2.98854 2.93568
threshold=54.884872733100003 11.207537862500002 162.04221493815001 118.84598011460001 30.133297129900004 22.834946602000002 117.97223122220002 22.764946765650006 51.19990836680001 14.651182102100002 117.76521994615001 117.69263157665002 16.455384477450004 -0.053874999999999999 -0.064729999999999996 16.405383309150004 117.63886241405002 195.18216166535004 36.548474543700003 41.873095646600007 15.678076857950002 22.458857822500004 16.565387047600002 6.4178488307500006 23.435546682850003 22.674946976100003 44.732387748900003 22.554947256700004 25.834968130800004 -0.093604999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 8 9 10 11 12 15 14 20 16 25 -17 -15 -20 21 22 -14 -24 -23 26 -4 -28 29 -26
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12 -13 13 18 -16 17 -18 -19 19 -21 -22 24 23 -25 28 -27 27 -29 -30 -31
leaf_value=-0.10225992120283173 0.076280488294383345 -0.085416873183343719 0.0020485271516585048 -0.12378114564367382 0.051334536706368152 0.078775253516979393 -0.13590516442611869 0.11893494751535094 -0.11442311162425414 0.041982053385975868 -0.090839005997574898 0.052125951544147932 -0.079687892755775633 -0.1590057361918247 0.099097989117398977 0.057409889493386407 -0.1681384883216025 -0.097831374125681034 -0.01307816234255447 -0.14930140610075193 -0.12185462215008956 0.082115940869896889 -0.068400351080792884 0.071339289110951096 -0.13401697425287631 0.066945212462196077 0.011482858109286474 -0.14868246186082953 0.044513408128469989 -0.0036801738401452556
leaf_weight=1.2751465067267407 2.6626827456057063 3.892389917979016 234.58063282561488 4.0356788937933734 3.3589829234406352 3.3156343828886738 2.5479742758907369 2.4655816107988349 1.9587613409385074 11.503558173775671 2.4887349009513846 6.7096588611602774 10.427502717822792 4.6506310589611557 6.254120521247386 24.968455582857136 2.3180477358400813 2.9912035576999179 8.2129911631345731 3.6983093079179516 2.3539850749075404 6.6548999100923565 4.8234017789363843 5.5883292406797409 2.3635953115299344 6.8379432111978522 1.7270465306937683 3.7244261857122183 8.4691844810731691 6.427636739797892
leaf_count=137 14 290 2889 99 21 16 37 9 58 52 14 28 73 68 25 164 20 19 38 38 24 19 33 22 94 45 12 46 171 58
internal_value=-0.000218848 0.000113074 -0.00040782 0.000450612 -0.0442358 0.00132465 0.000639394 0.00157414 0.000791516 0.00140515 9.49677e-05 0.000734657 -0.000258848 -0.0178088 0.0028817 0.00416903 5.87263e-05 0.0408017 -0.0844739 -0.0553738 -0.00989196 -0.00400298 -0.0365753 0.00660265 0.0243797 0.00163806 -0.00022239 -0.0979415 0.00211904 -0.0387223
internal_weight=393.287 392.012 389.349 385.457 7.39466 378.062 374.747 372.199 369.733 367.774 356.271 353.782 347.072 69.9246 53.3627 277.148 249.188 27.9597 16.5619 11.9113 47.1085 44.7546 20.8392 10.4117 23.9153 246.87 240.032 5.45147 17.2604 8.79123
internal_count=4633 4496 4482 4192 120 4072 4056 4019 4010 3952 3900 3886 3858 663 519 3195 3012 183 144 76 494 470 128 55 342 2992 2947 58 323 152
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=21 17 7 5 6 12 16 10 12 22 8 21 2 19 9 12 14 16 23 16 5 2 4 9 23 9 12 13 16 2
split_gain=1.3483 2.92813 3.06387 2.81399 3.76478 2.36341 4.82023 4.75056 3.80975 3.28641 3.26337 3.76376 3.91968 4.25292 3.08449 3.02477 3.17637 3.58532 2.32668 2.48803 4.01648 2.22665 4.15377 2.07204 2.01579 4.73782 1.96805 2.80547 2.47548 2.00975
threshold=3.2705789058000003 168.09695031380002 17.566486459500002 7.9916986750000012 5.4301268740500008 238.25888830085003 22.694946929300002 73.448676123850007 128.54148248460004 -0.50748499999999985 7.6440346712000009 1.0000000180025095e-35 68.96170560420002 12.951044929850001 203.80256579455002 131.68113967665002 301.50888169040007 14.274966618900002 0.10821500000000002 22.604947139800004 22.958759589950002 216.39684782960003 330.20885572415006 189.68479361675003 0.084805000000000019 210.25104900155003 66.834523482800009 117.97223122220002 22.724946859200003 59.078594408600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 8 7 18 9 -6 -11 23 -13 -14 -9 -10 17 -17 19 -7 -21 -4 -23 -12 -25 -26 -3 28 29 -28
right_child=1 26 21 4 5 6 -8 14 15 10 11 12 13 -15 -16 16 -18 -19 -20 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.1047360778699825 0.075398824814841434 0.083393824073244013 -0.12033601656611743 0.12423489230462242 -0.10870075634302843 -0.1121225921655043 0.078579690844179623 0.083320211156151083 0.097193758471060016 -0.11384614204724751 0.11443764048801133 -0.08110148285097156 0.085282353615983797 -0.032076945353429621 -0.064791628756262584 -0.086325698441087118 0.1003264862759715 0.022249083332136009 0.055455993089989733 0.069587467492422589 -0.12404823461871435 0.096083729674935059 -0.1294247415950055 0.070156996106263025 -0.10317578759751388 0.079328944682307612 -0.08649453407622959 -0.091027170619411416 0.078591879107306334 -0.002131441142357257
leaf_weight=2.1749056230764827 1.4828599584288884 2.6545925214886656 5.2972762370482069 2.8202139204367986 3.0916319424286476 9.1764609687961691 4.1511390507221213 4.1779045406728974 6.0444561764597884 2.4117965220939359 3.3719604760408393 7.0926034003496197 4.8754674121737471 8.4214295949786884 2.1193020700011402 3.2537254248745731 4.8012623917311421 46.600979800801724 1.340352065861224 2.3151880614459506 1.993645930662751 1.6526502040214839 1.6149935551220549 5.1294861901551467 2.9861678269226104 2.7163127698004246 2.8581640552729359 3.5817969455383709 3.7639201134443274 235.04044525278732
leaf_count=277 37 13 382 9 38 151 35 32 75 198 12 57 22 58 50 100 61 338 7 15 48 15 68 27 38 16 38 49 19 2348
internal_value=-0.000195502 -0.00439205 -0.0573136 0.00806357 0.00996694 0.00741077 -0.0199324 -0.0392924 0.0142668 -0.00965335 -0.00137835 0.00646272 -0.0210679 0.0109543 0.0334737 0.0300678 0.0226442 0.015163 -0.0701999 -0.0826892 -0.0200055 -0.0802904 -0.0153711 0.0459824 0.0246725 -0.0162417 -0.00224705 -0.00317405 -0.00187194 -0.003145
internal_weight=389.013 257.947 10.0478 131.066 128.891 126.071 25.274 21.1229 100.797 40.0969 37.0052 34.5934 20.3895 13.2969 6.29721 60.7004 54.656 49.8547 14.8256 13.4853 4.30883 8.56492 3.26764 14.2039 10.832 5.70248 247.899 245.244 241.663 237.899
internal_count=4633 2969 502 1664 1387 1378 338 303 1040 466 428 230 137 80 82 574 499 438 221 214 63 465 83 93 81 54 2467 2454 2405 2386
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=21 20 20 2 10 20 21 23 23 16 6 15 22 5 21 10 22 7 3 7 2 21 17 7 9 9 10 0 20 12
split_gain=1.31013 3.18009 1.42636 3.20485 2.92815 2.55564 2.73602 2.46332 2.13598 2.20489 1.84567 2.02913 1.62665 2.83065 1.97373 3.55935 5.40566 4.36847 3.35375 3.2002 2.97118 4.43294 4.93629 3.58117 5.44927 3.70382 2.96806 2.8219 3.0766 6.27953
threshold=21.089366969400004 50.666627092000006 47.927946529500012 323.30468295165002 89.541786492700012 49.064150740050003 4.3143180605000007 -0.17949499999999999 -0.27450499999999994 22.664946999500003 4.5651066630000008 36.370482311550013 0.63131000000000015 9.1899936892500005 9.027058870800003 62.041548276350007 -0.045684999999999996 23.276000438150003 103.28787291370001 24.176603375500004 73.064159960350011 10.738578069800001 188.27285108100003 24.068567769550004 195.74493321760002 57.312778687900007 64.953148431650007 86.692020874450009 42.154118731400011 127.48316811305001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 -4 -7 -8 9 10 -1 -12 13 -10 18 27 20 -18 -15 -19 -17 26 23 24 25 -23 -22 28 -16 -30
right_child=-2 -3 3 -5 -6 6 7 -9 12 -11 11 -13 -14 14 15 16 17 19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.093858938256414157 0.042623119320793421 -0.10580864802106396 0.068427099311494641 -0.087096216638902699 -0.08582999927928775 0.11905944529820889 0.030676779336459771 -0.1076651223958254 -0.094425515196448082 0.11001589149493751 -0.13230858634318854 -0.00068169485224155299 0.051355890759701622 0.0064636302344066345 0.0255931379365495 0.089455585958184591 -0.17617200375880332 -0.0052843795846177904 -0.09653964320988967 -0.10820948238653949 0.0020631558708983761 0.045544531091748337 0.026776394481994856 -0.15124784841615047 0.11452770288382928 -0.12514560376548486 -0.12793379327301022 0.095112905287963109 0.093861581866269098 -0.10660137051242508
leaf_weight=0.58494703751057286 7.0214355022180817 2.871471887221559 11.379049436887732 2.2365177148021749 4.083415671484544 1.3059884891845275 2.4189082900993562 2.7508166354382375 3.1772046899422994 0.71811401844024647 3.9069694541394711 1.6725461110472677 6.1639325697906306 240.11293076118454 19.003722814377404 2.9004949256777754 3.438636756502091 7.1507705729454738 3.2031970482785246 5.2305792244151235 2.6761530730873337 1.8630529092624764 22.921659792773426 2.8528279499150804 2.1708394922316074 4.0020718453451991 5.1098929862491786 3.8977322131395331 2.1857795268297187 5.481241402681917
leaf_count=10 65 193 83 64 525 7 21 68 218 3 173 8 55 2133 90 12 48 36 254 74 16 24 164 40 9 44 86 12 9 89
internal_value=-0.000176798 -0.00097293 -0.000169318 0.025751 -0.00163832 0.0398864 -0.0102649 -0.0429351 -0.000657252 -0.0558162 -0.0751344 -0.0928514 0.000447809 -0.000482285 0.000410819 -0.0121633 -0.0262515 -0.0764588 0.00510762 -0.0487657 -0.00840134 -0.0152248 0.000440892 -0.0549972 -0.0208274 -0.070926 -0.0832524 0.0156351 0.00402005 -0.0494517
internal_weight=384.493 377.471 374.6 20.0913 354.509 17.8548 6.47571 5.16972 350.425 6.88258 6.16446 5.57952 343.543 337.379 334.202 90.8855 60.317 15.82 243.316 12.3813 44.497 41.5965 33.8105 10.8888 8.03596 5.86512 7.78605 30.5685 26.6707 7.66702
internal_count=4633 4568 4375 243 4132 179 96 89 3607 194 191 181 3413 3358 3140 753 553 158 2387 110 395 383 281 117 77 68 102 200 188 98
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=9 21 20 20 2 10 18 14 9 23 7 10 10 12 16 15 15 5 21 15 6 2 2 12 12 20 21 9 20 16
split_gain=1.21739 1.15794 2.69822 1.51167 2.84101 2.2555 2.05097 3.94529 3.81219 2.60056 2.69471 2.89998 2.56344 2.30066 2.29151 2.1809 2.40054 2.4984 2.21414 1.90443 1.8776 1.8291 4.36858 3.68517 3.25064 3.72179 3.15984 2.9052 2.97115 6.14773
threshold=21.030606243000005 21.089366969400004 50.666627092000006 47.927946529500012 323.30468295165002 89.541786492700012 17.327266398450003 366.02505068985005 44.621685408200008 -0.27450499999999994 26.756201080000004 80.538140213850014 83.602982482550019 217.08460102575 22.664946999500003 14.882823222300003 17.480288512750004 11.783123780850001 15.004713615700002 36.370482311550013 12.040281319250001 125.02712973155002 120.31044416595002 140.76381847615002 153.14646283970004 41.641174900500005 5.6808520270500003 223.65407503400004 42.081757894750005 16.234962035600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 9 12 -9 14 15 -12 -8 -14 19 18 20 -18 -11 -2 -17 22 23 -19 25 -23 -24 28 -26 -30
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 11 -13 13 -15 -16 16 17 21 -20 -21 -22 24 26 -25 27 -27 -28 -29 29 -31
leaf_value=-0.10423512437821486 -0.12929025306481065 0.040897679871510217 -0.10550849563551286 0.041287258847638265 -0.081954432604372601 -0.081175296238960151 0.097692282439836686 0.099091434674075204 -0.089131159986098552 -0.11935316260204397 -0.12981943934355503 -0.0030447955223343402 -0.13244203610912308 0.062096601915412636 0.10897563733438141 0.085846169364248243 -0.085498788757443392 0.0066421582377769704 0.043971796725408067 -0.00061342965024873742 -0.024833745632986733 -0.17814833653851964 0.11889234637682061 -0.12708330561276579 0.0027339222629650418 0.0046442748320141706 -0.003734156350349762 0.055764372115561234 0.060508671924146357 -0.041210496359309165
leaf_weight=1.1212459903908882 3.6814511897973707 6.8373806853778651 2.4370340604800722 16.824945227708671 2.1044589674565932 3.5109146645991123 8.0015547489747387 1.5016027791425575 3.7969110435806215 2.8961275522597125 3.3391323015093795 3.9258034552913159 1.0348959192633622 1.4734152080491183 0.65566131472587574 5.69218029314652 3.3934583324007681 128.03231320763007 1.1635046293959019 1.6727955490350721 2.0975227537564933 2.3246683152392498 5.9717665435746294 2.0944809801876536 101.35825261776336 2.1385671321768314 3.2422064072452486 7.7299356274306765 6.8982361648231736 42.848594708368182
leaf_count=142 180 63 170 143 61 450 43 12 67 119 66 80 35 14 3 60 140 1221 9 8 42 37 31 15 787 54 32 50 56 443
internal_value=-0.000189771 0.000118301 -0.000631544 6.0348e-05 0.027586 -0.00142633 -0.000619353 0.0345699 -0.0357887 -0.00229917 -0.00109439 -0.0613134 0.0700409 -0.0181675 -0.0674804 0.00028187 0.00122395 -0.000171422 -0.0725437 -0.0890885 0.0560435 0.000785344 0.00920138 0.00448975 -0.00639598 -0.0905629 0.0757426 -0.0040309 -0.00708979 -0.0271054
internal_weight=379.801 378.68 371.842 369.405 18.9294 350.476 346.965 15.8084 5.29851 331.157 325.147 7.26494 10.5099 2.50831 6.00991 317.882 313.822 306.032 4.05963 5.35425 7.7897 302.639 139.341 130.127 163.298 4.46324 9.21397 158.835 151.105 49.7468
internal_count=4633 4491 4428 4258 204 4054 3604 171 79 3433 3242 146 92 49 191 3096 2968 2866 128 188 102 2726 1299 1236 1427 91 63 1336 1286 499
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=8 22 8 5 21 9 8 16 13 22 16 15 2 6 0 4 4 23 5 7 2 12 4 17 8 17 9 21 21 20
split_gain=1.11573 4.71212 3.47711 3.16053 1.88986 2.14026 1.8004 1.84401 2.31749 4.68024 2.91101 2.04234 1.71004 4.25305 3.48484 2.6652 5.41028 2.26748 3.44067 2.21227 2.02443 4.17182 4.72082 4.60953 3.91656 3.78435 2.63197 2.05693 3.47996 3.42391
threshold=8.8430989333000021 -0.088039999999999993 9.3427090425500019 20.452758643300005 4.4218562789000009 216.72927494925003 8.7431769115000026 22.834946602000002 117.97223122220002 0.11061500000000003 22.764946765650006 51.19990836680001 65.896304893200011 15.975373262050001 96.978061681550017 158.33173836080002 161.08698257945002 0.081235000000000016 18.280220412300004 22.460452099450002 83.274686722450014 114.82338089645002 190.60487876755002 181.31611693365002 7.6440346712000009 189.44392401325004 195.97407267990005 1.2219980417000003 2.0976681454000006 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 7 8 10 -10 11 12 13 14 17 19 -17 -1 -19 -14 -18 23 25 24 -22 -23 -27 29 -29 -24
right_child=1 4 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 15 -15 -16 16 20 18 -20 -21 21 22 27 -25 -26 26 -28 28 -30 -31
leaf_value=0.058673327731035042 0.050112446410863293 -0.10595708637527626 0.063274093786955046 -0.11823631963586445 -0.13647839268677994 0.0036631940971418586 0.039046008909777156 0.079005838060325587 -0.15152228788053143 0.095925025534416661 0.11577108698709621 -0.11284775978577213 0.00029695520262893208 -0.15797382421123382 -0.10741394154615572 -0.10246415141619743 0.029774087387565776 -0.088579187568292167 0.080207803876890638 0.11831875822864749 -0.10560682618677582 -0.037914651119816303 -0.0032780412432926072 -0.093574297162846265 0.11199497365975707 0.10420923980457913 -0.0029432071317257854 -0.05893215687319351 -0.0022851681320999696 0.054318601505580148
leaf_weight=5.6921781301498431 1.9213330019265429 3.1154174488037807 7.3989150496199727 2.6577674373984337 3.1049988493323326 4.1585104204714298 12.130759867839513 2.9173673316836348 2.6261872441973533 1.0781795885413883 2.1590624153614035 1.616554177366196 2.8860018956474951 2.2932344041764727 2.9651424081530413 5.0550465197302392 23.912570098182186 3.5870541427284479 1.8207359053194521 3.5319451540708542 1.2491608230629929 3.5044669806957272 27.451690152171068 9.271676294738425 2.4483113251626492 9.8671607747673971 2.9860469717532387 11.485355206183156 194.44067653571256 16.539644164615311
leaf_count=24 14 28 49 28 57 28 72 17 94 6 9 54 20 16 60 70 211 67 7 24 121 33 588 99 11 81 19 153 2404 169
internal_value=-0.000182154 -0.0218471 0.0208881 -0.0475993 -0.0711665 -0.0432871 0.00118797 -0.000157271 -0.000839604 -0.0795012 3.08349e-05 -0.000720479 -0.000172846 -0.0316958 -0.0111069 0.00146611 0.000137984 0.0146197 -0.0317507 0.0652471 0.00184884 -0.000542484 0.00215501 -0.0559259 0.03848 0.0542003 0.0793157 -0.00125147 -0.00544461 0.0183769
internal_weight=375.873 22.3569 11.978 4.5791 10.3789 7.27393 353.516 341.385 338.468 3.70437 334.764 332.605 330.988 16.3583 14.0651 314.63 308.212 11.1 5.40779 6.41795 303.157 279.244 266.275 12.9691 3.69747 16.3577 12.8532 249.917 205.926 43.9913
internal_count=4633 204 91 42 113 56 4429 4357 4340 100 4240 4231 4177 174 158 4003 3959 98 74 44 3889 3678 3447 231 132 133 100 3314 2557 757
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=22 23 20 12 18 20 20 3 2 0 22 17 2 17 22 22 18 15 23 8 18 7 9 16 23 2 17 5 7 12
split_gain=1.07803 3.84008 2.66713 3.61923 4.37117 2.46573 3.58773 3.83095 3.17575 3.16911 2.32133 2.14311 3.89592 3.26145 3.77615 3.64457 4.9106 3.76571 4.36914 3.15876 4.09859 6.76335 7.27502 4.41203 4.23662 3.82445 3.37381 4.76992 3.2361 3.10114
threshold=-0.23557500000000001 0.091705000000000023 43.521589032450009 179.47323713510005 13.511883313150003 38.804629908750009 45.458122212500008 93.345954747300013 68.96170560420002 98.51854819030001 -0.16262999999999997 188.27285108100003 54.465024697200008 182.02915412410002 -0.016014999999999998 -0.031989999999999998 12.854871756700001 42.629181320700006 0.08376500000000002 8.8430989333000021 13.317304170000002 23.131311951800004 186.70853236170004 22.694946929300002 0.088350000000000026 147.79312796670004 189.00567661160002 22.665750084250003 22.958251375150002 111.22210529245002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 7 9 -1 -7 -2 13 -13 14 -12 16 -15 18 -17 20 25 22 -22 -23 -24 -14 -27 -28 -29 -16
right_child=10 2 -4 -5 -6 6 -8 -9 -10 -11 11 12 19 15 29 17 -18 -19 -20 -21 21 23 24 -25 -26 26 27 28 -30 -31
leaf_value=0.12365128128769087 0.032602144341605299 0.042357439206193788 0.086920788813883862 0.043014982904509967 -0.098988587868062916 0.061265517701796404 -0.10492547189689388 -0.1088328117295055 -0.15962638851458766 -0.072086995765755571 0.031940024251811715 -0.144801016341156 0.06208017411024519 -0.16034996444716232 0.0091441980051977529 0.066097531174039353 -0.03598711991181601 0.088486375430515671 -0.10102164619482884 -0.051553376051641987 0.015180151552828289 0.0041515051708736501 -0.052525705994815625 0.092441546688068602 -0.20669788108966625 0.086254609366313392 0.042529802958615956 -0.17268517218953261 -0.0038541834976455677 -0.10120405357163452
leaf_weight=0.45474040508270563 22.754175554495305 3.4928674865514093 4.0524466542992732 8.8604097997304034 5.8562279096804559 7.089530383236708 4.6883027420844874 2.6224976046942166 3.0507509745657444 2.3805030731018633 22.375370519817807 1.7388538941740979 23.718306882306933 3.5606296081095925 5.568626474356277 2.6810918472474423 29.321381094167009 4.4166695163585246 3.7559173067566007 9.3237158972769958 5.8457336628343892 164.87539896823 3.3262395709753036 5.8611887842416754 3.8402682607993484 2.851721159182488 3.9234431162476522 2.8912508860230446 1.8693728502839801 4.6931601596297696
leaf_count=1 395 28 23 84 76 40 164 119 133 90 420 31 117 31 70 41 304 20 66 78 71 1784 26 34 34 11 19 41 14 268
internal_value=-0.00015043 -0.0151293 0.0135487 -0.00277989 -0.046181 -0.0466002 -0.0306657 -0.00187499 -0.122879 0.0277444 0.0017856 -0.000502647 0.00431566 -0.0150173 0.00890469 -0.0328688 -0.0494538 0.0173766 -0.0314145 0.00545128 0.00787817 0.00188599 -0.0676094 0.0071824 -0.135141 0.0391101 -0.00811767 -0.0391082 -0.10639 -0.0413228
internal_weight=371.741 42.5483 22.262 18.2095 9.3491 20.2863 16.7808 12.0925 3.50549 9.47003 329.193 306.438 230.065 76.3728 32.6372 43.7357 32.882 10.8537 6.43701 228.327 219.003 183.749 13.0122 170.737 7.16651 35.2541 11.5358 8.68407 4.76062 10.2618
internal_count=4633 758 211 188 104 547 413 249 134 130 3875 3480 2260 1220 758 462 335 127 107 2229 2151 1949 131 1818 60 202 85 74 55 338
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=20 23 8 20 17 9 9 18 9 9 9 21 0 0 22 15 17 4 20 10 22 22 23 5 22 22 16 15 2 22
split_gain=1.06209 3.166 2.7783 2.51693 1.02265 1.69174 1.83242 2.73934 2.50172 2.25135 2.39282 3.22805 3.5417 3.55229 4.56908 5.23869 2.30234 2.26997 3.52775 2.11308 2.03793 2.00655 1.68636 1.58186 1.54862 4.80108 2.73411 2.57144 1.4019 3.15986
threshold=33.036871954450007 0.088565000000000019 7.943800736700001 33.361153777850006 243.29790314680005 233.77854820110002 223.65407503400004 15.711526640050002 219.87257840710004 216.07042296730003 208.17787845895003 10.899813468900001 86.780739992750014 91.109157582800023 -0.076544999999999988 34.563011034450007 204.45912381470004 258.0058769042501 40.679780036550007 64.630533455950015 0.075080000000000022 -0.13006999999999999 0.086255000000000026 13.8160216159 -0.58319500000000002 -0.54488499999999995 14.504966081100003 25.431518244350006 358.71993462570009 -0.038374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 8 -8 9 10 24 12 -12 -14 17 20 -11 -15 -19 -13 -16 -10 -6 -9 26 -26 -5 -28 -27 -30
right_child=3 -3 -4 4 22 -7 7 23 21 16 11 19 13 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=-0.10342640742855523 0.096257037381255781 -0.1577119368020809 0.093066246507476733 -0.085924056307455032 -0.057213553246380514 -0.10375526539214207 0.074989709864058035 0.02350280743888343 0.015242647296875418 0.06902662723413662 -0.10608482963067351 0.010583257681663688 0.053594546882307283 -0.11926446331830019 0.062466551169141217 -0.1502598692751147 -0.020827385736236773 0.042422014995731866 -0.12932936675195567 -0.13773453999143301 -0.033903487539580252 -0.10441486642905683 0.082432100614974746 -0.12133550214261467 -0.13228068297685136 0.0018625587568387395 0.089190507574681374 -0.020873897772314416 -0.13950469614229311 0.032611206919953735
leaf_weight=1.2036537548992776 2.7227331628091624 1.6731629522982983 1.7893214281648395 1.5693494332954276 1.1605685281101603 1.5905682740267355 7.2008091071620566 1.7892932277172806 2.1114160064607859 8.8865463666152191 3.7535282503813496 1.2916968204081047 8.1455099396407622 5.2418068014085311 8.9119701534509641 1.6742758788168419 4.1991073014214626 3.04027647851035 1.9713445494417099 3.7470819873269647 2.9111335193738332 4.1676729392493135 3.3927834335481748 1.3032940812408922 2.7323113242164245 265.18341360229533 7.034183409996329 3.0400443361140788 2.1957827920559794 2.0743083718698463
leaf_count=170 18 81 8 58 30 48 46 28 26 67 57 11 47 67 107 40 53 25 42 59 27 57 67 22 105 3081 49 21 79 37
internal_value=-0.000137431 -0.0475429 0.0140448 0.000471865 -0.000251929 -0.00085463 -0.000392514 0.0411821 -0.00163696 -0.000473751 -0.00211357 -0.0247928 -0.0142035 -0.00339094 -0.0229345 0.0152938 0.040193 -0.0732574 -0.0251372 -0.0997131 0.0387379 -0.0641786 0.0468389 -0.0375357 0.00113762 -0.000390133 0.0368512 0.055977 0.000947263 -0.0558949
internal_weight=367.709 4.66614 2.99298 363.043 360.32 355.767 354.176 10.2934 343.883 337.604 324.518 40.6886 35.6498 31.8963 23.7508 13.4974 13.0857 10.2534 5.01162 5.03878 11.8231 6.27909 4.55335 3.09259 283.829 272.186 11.6436 10.0742 269.454 4.27009
internal_count=4633 259 178 4374 4356 4259 4211 96 4115 4032 3912 482 412 355 308 174 120 134 67 70 134 83 97 50 3430 3302 128 70 3197 116
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=22 20 22 17 22 15 23 6 5 15 21 0 15 22 17 12 20 20 21 4 2 7 19 10 7 20 15 10 3 0
split_gain=0.975541 3.52718 2.06161 4.16415 2.74967 4.1163 3.7778 3.84693 3.15792 3.03134 2.61609 2.52501 1.82277 1.76615 2.83122 4.54276 3.32305 5.90136 4.84323 3.18587 2.63788 2.91258 2.62782 2.78512 3.10012 2.49232 4.00757 4.68431 4.47214 4.61955
threshold=-0.63026499999999996 40.574766824850009 -0.59238000000000002 197.02652249450003 -0.24150999999999997 32.99104187950001 0.085345000000000018 16.245379570700006 16.043149448600001 38.133874083650007 5.8920528450000011 102.21786657775002 19.077611477100003 -0.11534 188.27285108100003 84.828830943350013 42.081757894750005 44.279556297950009 21.089366969400004 158.18845385165005 325.13486840910008 25.566742778300004 12.651020723000002 75.424692849750016 26.545218975000001 41.559097512700014 46.723315192750007 64.630533455950015 92.238309997550019 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 8 7 -7 10 -9 11 -4 -5 20 16 -16 -15 18 -18 -17 -6 -22 23 -21 -25 26 27 28 -24 -30
right_child=2 -3 4 12 13 6 -8 9 -10 -11 -12 -13 -14 14 15 19 17 -19 -20 22 21 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.034142585421258469 0.084848711881529579 -0.1429922958844837 0.076526791870367872 0.064290724986736755 0.022314978122111143 -0.19322091716218498 0.070943646603300159 0.11279402633129293 -0.1174319734209147 -0.1158326967492662 -0.12573550296248845 -0.10499938916348039 -0.12584001818138468 -0.0058633389110851961 -0.1226867241027102 0.07428596637423715 -0.11883976515545758 0.019068367107216849 0.096624537403907335 -0.11266598948939757 -0.10474418656907454 0.025608066041622374 0.10078952492332066 0.063144612748219461 -0.013046291696629742 -0.015686169319455146 -0.10322901720397677 -0.0064899250272006746 0.036600768416922523 -0.082882979947672866
leaf_weight=2.4775698869489124 7.0979454047046584 2.0578310620039701 2.8557647499255858 0.72486461675725911 61.555428355466574 1.3809564542025312 5.2329479157924652 1.3783156145364048 6.9684767392463982 1.0011968258768318 1.5501663597533477 1.0472883719485251 1.6565522202290592 44.568321386585012 2.8073823964223257 6.4959421679377547 10.837261149659755 6.70092777267564 1.1543635465204705 1.2607338419184113 3.6184059334918848 3.2570628556422889 9.2124054059386236 17.325828861910853 7.7198897007619953 71.337735251057893 3.0553733743727198 50.372190158348531 23.638978995382789 3.7489777691662303
leaf_count=49 48 23 24 33 1008 18 40 5 223 43 57 84 39 495 51 38 314 126 4 28 94 98 62 126 270 639 30 426 103 35
internal_value=-0.000139644 -0.0462282 0.000441703 0.0464581 -0.000804307 -0.0355238 0.0160016 -0.060454 -0.0728286 0.0165977 -0.0158316 0.0278187 -0.0679673 0.00145793 -0.00230112 0.00360992 -0.0207063 -0.0560962 -0.0980983 0.00543598 0.0157532 -0.0429934 0.00305286 0.0323599 0.0396601 -0.00172489 0.00933796 0.0132925 0.0405185 0.0202453
internal_weight=364.097 4.5354 359.562 9.47936 350.082 21.4151 8.99342 3.76047 12.4217 2.37951 5.45322 3.90305 2.38142 328.667 260.236 196.975 63.2609 18.6926 11.9916 194.168 68.4309 6.87547 187.672 26.3065 25.0457 161.366 90.0279 86.9726 36.6004 27.388
internal_count=4633 72 4561 120 4441 494 106 66 388 48 165 108 72 3947 2747 1808 939 444 318 1757 1200 192 1719 424 396 1295 656 626 200 138
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=9 18 16 15 12 7 20 22 15 7 15 6 21 12 21 15 20 0 22 8 9 21 16 19 19 10 16 18 7 23
split_gain=1.08677 1.00437 2.76765 3.59041 2.40059 2.09129 2.21607 2.18467 1.90393 2.61914 2.65976 3.23278 2.38493 2.61708 2.11229 4.80024 3.17979 2.6794 2.16982 2.08736 4.05405 3.54101 3.50686 4.21701 2.28635 4.37519 3.92464 2.5977 4.10714 1.91417
threshold=21.030606243000005 17.327266398450003 17.684958644900004 23.241064975550003 172.53297924300003 27.973342028250006 47.927946529500012 0.20852500000000004 15.508466602900002 27.014969757650004 17.480288512750004 5.0851188130000002 15.004713615700002 405.20116087950004 16.898450059200005 36.548474543700003 47.309807198350008 102.65877371115 -0.23455499999999999 5.1459841250500009 177.59430306730005 12.717166023350002 21.074950717600004 10.650859343850001 12.851036860900001 72.62331947780001 14.184966829400002 15.454705336800002 24.899526511700007 0.11768500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 -6 7 -7 12 10 -10 -12 13 -2 16 18 17 19 -16 21 -21 22 23 -13 26 29 -22 28 -28 -26
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 11 14 -14 -15 15 -17 -18 -19 -20 20 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10390530835155931 -0.10007050963912573 -0.11513977051309005 0.11432615358046867 -0.12957455681471131 0.060400481082323987 -0.10615663458710306 0.08044495977041928 0.09710074183678627 0.057194350664202101 -0.082090743900500029 -0.10583446458215376 0.11617736821412644 0.019896721826806373 0.13126662734226988 -0.0055519650962712816 0.023824164071887824 0.050571187057772339 -0.089566996635505811 -0.15390180773466175 0.11582210275993664 -0.067233496176372962 0.072390682706228254 0.11301256639613477 -0.10799481331037315 0.0033354508743026223 -0.073062459757465281 0.029847334561128376 0.063889494907565125 -0.10282899040113641 -0.029244653539973138
leaf_weight=1.0063358946936194 5.873561632470226 1.1773002088302806 2.7887576818466178 1.7327128741890181 9.5885884386952949 2.6660983547335486 1.5038048212882129 0.65963558817747969 8.2544711173977685 3.8238817092496893 2.8765524509362868 0.93649561703204831 3.7151592560112476 0.53343123197555531 1.3500039756763724 5.1188290100544691 12.98838485078886 3.3022197699174276 3.6559855313971621 3.1393388183787456 4.1699655065312973 2.308514558710157 0.99640080984681922 8.0730946764815581 205.09439254412428 8.3935381853952986 14.439752795733513 16.548489363864064 2.7828649636358014 19.771824511699378
leaf_count=142 264 154 17 30 112 296 37 11 114 106 212 3 52 1 22 29 110 85 56 18 122 28 6 532 1592 124 83 104 43 128
internal_value=-0.000131451 0.000160042 0.0218679 0.00698785 0.0221605 0.0333716 -0.0202917 -0.065842 -0.00113139 0.00018673 0.00115717 -0.000306861 -0.0438473 -0.0808099 0.000662748 -0.0442681 0.00216439 -3.94993e-06 -0.113895 0.0010278 0.00283574 -0.039249 -0.0650057 -0.0846934 0.00152784 -0.00217522 0.024294 0.0355956 0.00840923 0.000470778
internal_weight=359.27 358.264 20.1169 17.3281 15.5954 14.4181 4.82954 3.32573 338.147 328.025 324.201 315.947 10.1222 6.40699 313.07 10.1248 302.945 289.957 5.00599 286.655 274.34 12.3145 10.006 9.00959 271.201 233.26 37.9411 33.7711 17.2226 224.866
internal_count=4633 4491 657 640 610 456 344 307 3834 3517 3411 3297 317 265 3085 107 2978 2868 78 2783 2214 569 541 535 2196 1844 352 230 126 1720
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=21 17 5 20 21 21 9 7 8 9 7 18 12 15 20 22 20 4 8 8 18 0 22 6 0 13 6 22 17 3
split_gain=0.946124 2.19612 2.52731 2.62053 2.16996 4.67604 5.3869 6.39619 3.42404 2.58259 2.20875 2.01592 1.94545 2.08132 2.73261 2.12568 2.57298 1.91644 1.79225 2.8546 2.28644 2.7152 1.82607 1.81937 2.46509 3.42435 2.27004 2.48514 3.85796 2.11009
threshold=3.1734339793000008 168.62011096010002 29.110986871100003 48.96897326980001 1.9176293050000004 1.2219980417000003 194.45262321395003 23.960918281000001 8.4434108459500017 208.89909802210005 25.070284486400002 16.115468395400004 350.01304375890004 21.761438576950002 37.572218886150004 -0.083834999999999993 38.171717059500004 385.86343278130005 6.0452823216500002 8.1436447804000007 14.646070254650002 94.940210418650011 -0.016679999999999997 14.775345223550003 93.308316333500017 113.98793627290001 15.825369757250002 -0.083330000000000001 195.18216166535004 82.234557294150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 12 -7 -8 10 -10 -6 -12 13 14 -1 -16 -17 18 -15 20 -20 -22 -23 29 25 -25 -27 -28 -29 -21
right_child=1 -3 3 -5 8 6 7 -9 9 -11 11 -13 -14 17 15 16 -18 -19 19 23 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.10945220548429097 -0.10197518893907709 -0.0018437411895956737 0.055425296077738273 -0.13024368750788134 0.067875398814567986 -0.1731877614122444 0.061862795129238306 -0.095307539590483673 -0.065307533045220897 0.03033978157969941 -0.070946528951651752 0.043966198467221468 -0.098921587180657675 -0.062257961107822536 0.052222254487089032 0.073556472065768833 -0.10990377098967 0.11130121347844964 0.099275508244200839 0.015090308347454879 -0.084609325146233316 -0.024515989302302948 0.085470934911351007 -0.065812854375050509 0.075028042451252691 0.10825243325300399 0.047215536802976465 -0.11193401456884784 0.047077471477905287 -0.11311687900384314
leaf_weight=2.9876345035154355 4.7660622588591632 232.02921021764632 2.8824787163175647 1.03244948759675 17.479632168542597 3.0203900446649632 4.8833394739776832 5.5117985681863502 5.6327963457442802 5.659241845831275 2.4969657547771922 3.9285601668525487 1.6224811862921331 2.7573659725021562 4.1175878623034805 1.1068650814704599 2.4711641720496118 2.2084806615021071 6.8001204812899223 2.4926115274429312 1.8763809613883475 2.2028570389375082 4.7959192320704469 5.9223017450422111 5.3122293613851062 2.6259310394525519 6.9908855129033265 3.3685508389025971 2.7891950756311417 2.6469864258542657
leaf_count=287 428 2476 71 21 150 48 29 90 53 42 50 86 50 202 88 11 74 17 31 20 22 23 40 39 22 15 78 29 16 25
internal_value=-0.000140169 -0.00369128 -0.0530732 0.00646045 0.00737722 -0.00187228 -0.0556306 -0.0214734 0.0280092 -0.0173719 0.0494458 -0.000689002 0.00920676 0.0119707 -0.0282823 0.00322996 -0.0531503 0.0201168 0.0161355 0.0206554 0.0556438 0.0222134 0.0508527 0.00359556 0.013973 -0.000975667 0.0233664 0.00641369 -0.0399086 -0.0509387
internal_weight=354.418 240.71 8.68099 3.91493 113.708 78.5111 13.4155 10.3951 35.1972 11.292 23.9052 6.42553 65.0955 63.4731 10.6833 7.69562 3.57803 52.7898 50.5813 47.824 15.6753 8.87516 6.99878 32.1487 27.0091 21.6969 15.7746 13.1486 6.15775 5.1396
internal_count=4633 2996 520 92 1637 1256 167 119 381 95 286 136 1089 1039 460 173 85 579 562 360 116 85 63 244 199 177 138 123 45 45
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=8 0 6 6 12 15 21 18 12 14 15 7 16 22 7 20 20 7 18 2 10 21 6 23 22 7 9 17 20 4
split_gain=0.877145 1.12521 1.21522 4.02133 2.15103 1.26279 1.77035 1.33815 2.84881 2.4769 2.0507 2.04294 3.4894 2.67727 1.53317 1.6428 4.50082 4.78229 3.79281 4.39533 3.95661 3.42311 2.82355 2.16065 3.00193 3.59547 2.13593 2.91516 3.31939 2.87138
threshold=0.84933718570000016 118.55293817840001 2.7350639043000005 4.9151148409000003 296.06259987170006 11.870705757150002 17.123843457500005 17.108018746400003 358.96165787565002 255.27041524225004 14.882823222300003 28.043300357450004 17.874958200600002 0.20852500000000004 27.014969757650004 43.182896969600009 43.067541470150012 25.221560561650005 14.741741751300003 319.32263744460005 70.348883899450016 3.1734339793000008 9.4652211533500026 0.084995000000000029 -0.237895 22.703933514050004 186.70853236170004 187.52613723835003 41.835830569250014 196.82258699960002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -5 10 9 -9 -7 -11 13 -13 15 16 22 -18 19 20 23 -22 -12 24 -17 -26 27 29 -29 -24
right_child=1 -3 3 5 -6 7 -8 8 -10 11 14 12 -14 -15 -16 18 17 -19 -20 -21 21 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.073736774391483323 0.089616643384897332 0.075183927523292782 -0.090305983590305089 -0.12004992243861762 -0.10303093984766376 -0.086991424683939167 0.042101756053598928 -0.12166205187704787 -0.11937476294430037 0.076715543831237076 -0.1159454658924092 -0.11705604686191354 0.11125885107520349 0.13122049996125254 -0.081015695677032998 -0.10890370656414938 -0.13694135032245841 0.059001642497505308 0.065566757726324809 -0.12220138268387917 0.067782706897987391 -0.093738025002543246 -0.051390891519694754 0.051967229083088887 0.043102609340704472 -0.056516064343977712 -0.0029647463275437979 0.080890253658983766 -0.020109710312656928 0.035726241660883749
leaf_weight=1.6111318131443102 3.2292831160593773 1.990802467917091 4.9520759093575171 1.9582485258579247 0.70636465563438822 2.7109475107863537 1.0261326418258248 0.88418848393485205 1.1993559151887883 9.7035714527592045 2.0963366492651394 2.345828340388834 1.6514415442943571 0.53301888704299916 2.2987535092979661 2.1562415263615504 4.7198370150290421 1.6921666413545606 12.242136652581392 2.6450329539366058 1.708596933633088 5.6539584752172232 7.4071887654718029 15.769195406697689 13.25237393635326 4.986235747113823 215.49828394455835 12.131974000483753 4.4466467648744574 7.7334786930587143
leaf_count=179 50 136 357 163 74 105 14 42 32 79 69 115 14 1 49 144 70 9 143 70 13 179 249 92 120 33 1758 74 31 169
internal_value=-0.000120967 0.000218554 -0.000211116 -0.00084434 0.0550405 0.000464626 -0.0642966 0.00104075 0.0289726 0.0407413 -0.000387336 0.0508296 -0.00461624 -0.0710876 0.000354606 0.000950043 -0.00250618 -0.0852308 0.0160808 0.00295991 0.0105657 -0.0562546 -0.000378618 0.0241695 0.0026765 0.015868 0.000601357 0.0248292 0.0538005 -0.00689361
internal_weight=350.941 349.33 347.339 343.403 3.93565 338.451 2.98438 335.467 16.3174 15.118 319.149 14.2339 4.53029 2.87885 316.438 314.14 255.726 6.412 58.4138 46.1716 43.5266 7.36256 249.314 36.164 20.3949 18.2386 247.218 31.7193 16.5786 15.1407
internal_count=4633 4454 4318 4194 124 3837 177 3660 283 251 3377 209 130 116 3272 3223 2429 79 794 651 581 192 2350 389 297 153 2281 523 105 418
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=23 6 15 20 15 18 7 17 21 15 16 13 21 22 17 5 19 6 21 7 21 6 13 22 22 23 22 2 16 13
split_gain=0.896088 0.892668 4.56107 5.34108 4.4586 4.27108 5.59315 3.39057 3.29343 2.8458 2.68071 4.11849 4.33108 2.9198 3.59205 2.66497 2.59885 2.16251 2.1586 3.01177 2.02108 2.01052 4.04341 2.39515 4.35685 3.51962 3.58123 3.31631 3.31083 3.08531
threshold=0.4369650000000001 16.455384477450004 41.29990759910001 38.396531328800009 30.404760455250003 13.317304170000002 23.666491602800004 199.05253715360001 4.4906890396500012 36.548474543700003 22.674946976100003 117.59047016770002 12.575665986150002 -0.09280999999999999 190.68993848360003 23.714185006400005 14.351157895250003 16.565387047600002 9.5763142249000008 23.209106085000005 9.7501362057500014 16.425383776450001 117.56896250265002 -0.060989999999999996 -0.11534 0.10020000000000003 -0.079369999999999996 72.043920985000014 22.644947046300004 108.49810477050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 4 -3 10 8 15 -7 -8 11 12 13 -5 -15 -4 -13 -12 -17 -20 -10 23 -23 24 29 27 -27 -26 -25 -1
right_child=-2 2 7 5 -6 6 9 -9 20 -11 17 16 -14 14 -16 18 -18 -19 19 -21 -22 22 -24 28 25 26 -28 -29 -30 -31
leaf_value=-0.005185685125507382 -0.05904800903867255 -0.088269270544176354 0.039275592514841758 0.029821952150950966 0.081778607782874532 -0.2466808745936124 -0.12290128383536092 0.09809876752781245 -0.038809080927372938 0.012447904043164683 -0.16528903985093835 -0.021846029267832766 -0.13904279847187706 -0.12933770292547733 0.053602058894266363 0.0053477949703621009 0.093272669015317528 -0.039263765643041799 -0.14806048714450626 -0.0016141477069906978 -0.16343795884272758 0.069261654075754839 -0.029373331734057113 0.0079578478410530021 -0.10597576478824916 -0.12968771807534635 -0.017455220165545984 -0.0089113906251702211 0.080951221029589557 0.039424409015700414
leaf_weight=44.333991312945727 2.5615790603915221 1.9765967465937118 14.52795812115073 7.9256801095325482 7.0111500257626176 2.2378981104120594 2.1317155882716179 4.7393577164039007 2.5820151306688786 5.7264575762674212 1.8836753740906704 3.0320561169646663 3.1168567310087374 3.2393152955919575 1.6051669046282766 12.094163167756053 5.5518513172864914 4.9124304326251149 2.6189924273639908 3.0278731286525726 2.6231310907751322 12.048238747753205 6.3447422329336396 88.811737272480968 3.7638093155110246 5.9420164972543716 5.4515745840035361 54.326407920685597 6.6814684197306624 23.8406601191964
leaf_count=1221 38 153 67 154 56 19 34 20 15 35 15 48 59 138 6 122 19 49 39 20 25 121 41 1096 76 99 51 588 47 162
internal_value=-0.000121455 0.0003172 -0.008079 -0.0261964 0.0443815 -0.039818 -0.0831097 0.0191184 -0.145232 -0.0242688 -0.0186323 -0.00320155 -0.033357 -0.00756185 -0.0687226 0.00751851 0.0526098 -0.0741942 -0.0184871 -0.0695353 -0.101616 0.00340686 0.0352371 0.000895828 -0.00754592 -0.0251679 -0.075987 -0.0152004 0.013065 0.0104145
internal_weight=346.671 344.109 92.5643 55.556 8.98775 46.5682 15.3012 37.0083 7.44304 7.85817 31.267 24.4709 15.887 12.7702 4.84448 32.269 8.58391 6.79611 17.741 5.64687 5.20515 251.545 18.393 233.152 137.658 69.4838 11.3936 58.0902 95.4932 68.1747
internal_count=4633 4595 1093 825 209 616 128 268 59 69 488 424 357 298 144 248 67 64 181 59 40 3502 162 3340 2197 814 150 664 1143 1383
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=21 20 10 20 20 20 2 5 17 6 22 9 8 9 21 20 17 21 17 2 3 17 21 18 17 7 18 16 17 17
split_gain=0.826911 2.25523 1.13782 1.56581 0.970708 4.51357 3.84625 3.62668 2.05061 1.97921 1.83889 1.89783 3.10703 2.71192 4.19881 3.97946 2.96782 2.18151 1.90229 1.89764 4.52531 5.86749 4.61462 2.45639 3.32712 2.64539 5.18901 4.1699 3.9969 4.3897
threshold=21.089366969400004 50.666627092000006 84.92839234085001 43.384297312450009 43.182896969600009 43.067541470150012 292.59177727695004 10.36813655115 190.68993848360003 16.555386813950005 0.70681500000000008 53.361180680650008 5.1459841250500009 186.70853236170004 5.4349223666500004 41.835830569250014 187.81654873955003 13.061380410800002 183.32030055335002 291.35280339325004 87.963661570150023 204.04920942250001 3.0344668838000004 17.370891598500005 208.35751021765003 23.109894804950002 13.317304170000002 22.554947256700004 191.56943241645004 190.19286262750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 -7 -1 9 -6 11 -9 17 14 18 16 -16 -13 -14 23 -21 22 -22 24 25 26 28 -28 29 -15
right_child=2 -3 -4 -5 8 6 -8 10 -10 -11 -12 12 13 19 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10324402125062514 0.06971825723854011 -0.10434958655333632 0.097637631157460769 -0.05274504219732469 -0.017078271197322286 -0.12946298221545985 0.041948279417935552 0.089783464017909764 0.029447009040714307 0.048712690985050322 0.079535648661552286 -0.10996265258550904 0.013021242346279108 -0.0042155021843641224 -0.040057652030128066 -0.11179864945601435 0.071356716565489822 0.034257294323877856 0.096021342396881579 -0.12855812289986498 0.028162524194611467 0.060768157282123605 -0.16591261279700537 0.056383478537776588 -0.052394817577039787 0.0075824068320065816 -0.045139275393681171 -0.19378488078815861 0.083592282079188715 -0.13591236286153793
leaf_weight=3.403884499159175 2.0156333884224287 2.0890652125235638 2.0230068331584334 2.1660240748897195 27.882373589323834 4.91508583666291 1.7842679955065248 2.3203269080258897 30.966047017951496 5.4695463874377301 2.9218215178698292 4.2551915085641658 3.954407311743128 29.662607570644468 4.3536894172430021 2.937250771559774 5.3031352832913399 1.3919170591980217 9.1524631008505803 3.9868693542666724 2.1074364930391294 6.1797904036939144 2.9265066497027874 7.3364141321508205 12.544018467888234 141.84561772760935 6.8816381674259883 2.6003231857903302 4.6598058464005581 2.7670516716316333
leaf_count=555 12 193 17 36 662 77 24 18 328 134 30 377 31 229 23 29 27 22 74 89 24 46 40 105 150 1159 53 21 22 26
internal_value=-0.000104823 -0.000771645 0.0360698 0.00628445 -0.000124784 -0.00275306 -0.0838103 -0.000692157 0.0109163 -0.00628889 0.000649983 -0.000246284 -0.00106599 0.000596173 0.0313591 -0.00987488 0.0211266 -0.0744149 0.0709798 -0.00294138 -0.0370514 -0.0045176 -0.084664 -0.000452184 -0.00252706 0.000792923 -0.0198862 -0.0859037 -0.00300882 -0.0154525
internal_weight=342.803 336.599 6.20466 4.18166 334.509 270.192 6.69935 263.492 64.318 33.3519 260.088 257.166 254.846 249.199 25.7009 12.5941 9.65682 5.64711 13.1069 223.498 15.2006 11.2137 5.03394 208.297 200.961 188.417 46.5714 9.48196 37.0895 32.4297
internal_count=4633 4568 65 48 4375 3251 101 3150 1124 796 2595 2565 2547 2148 184 79 50 399 105 1964 199 110 64 1765 1660 1510 351 74 277 255
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=9 23 9 16 7 9 9 17 2 17 8 22 22 22 7 22 2 20 22 21 7 23 20 2 21 13 10 20 22 21
split_gain=0.826384 1.87188 1.6768 2.13385 2.04066 1.9682 1.98262 1.73592 1.65768 1.6403 1.54752 4.59795 2.37768 1.31084 3.5663 4.02803 3.71207 4.83025 4.48993 6.10236 4.08921 4.05001 3.29453 3.92055 3.25934 2.79092 4.25785 6.63982 3.42646 4.41324
threshold=233.77854820110002 0.089835000000000012 223.65407503400004 17.684958644900004 26.614251743050001 219.46060697480002 216.07042296730003 203.37411447725003 258.06114663960005 207.26881593930003 8.9430209551500024 -0.083834999999999993 -0.14907499999999999 -0.064729999999999996 24.068567769550004 -0.084729999999999986 131.42729508740004 41.16018805045001 -0.09715 14.028898926300002 22.398098708400003 0.10787500000000003 39.571921479100006 171.06275453495002 2.0043664108500008 117.67112391160002 61.982402197500001 40.722669576350008 -0.054875 4.8172533029000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 10 -8 -9 -7 13 12 -12 14 16 22 20 18 19 -18 21 -1 23 -16 -19 26 27 -15 29 -28
right_child=1 -3 3 -5 -6 9 7 8 -10 -11 11 -13 -14 25 15 -17 17 24 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.047077721450501854 -0.14072891124219802 0.049406504364360136 0.060816164682860933 0.069968357923837765 -0.11510032829465063 -0.093357092771119629 0.068642354334304628 -0.11167429727869012 0.03603835273637003 0.0029078751164781759 -0.058066315680942518 -0.13683608158917768 0.074890887286723898 0.035512090850767085 -0.12163563017896713 -0.072318278306345768 -0.15530744439534916 0.066470554459082107 -0.0028335653104523888 0.079435888275414687 0.038778076394476224 0.077603086817137373 0.0021636419740801958 -0.001397510487643618 -0.0077732804613387073 0.061654559198484588 -0.038177217681060582 -0.16227210697881483 0.0018872774067149876 0.092891365162368886
leaf_weight=12.388207963667808 1.2523449591826641 0.88277732557617117 1.2090867944061741 7.0625380333513021 1.4504737234674392 4.1671382732456541 7.5555755833629501 1.2068712105974557 2.050641824491322 3.0770886223763227 2.4958965415135026 3.2536885570734722 2.9169388525187969 3.1079213321208945 5.2929306835867447 13.734106470714321 6.4071424027206376 6.9473108612000933 6.6762047000229341 1.3388190530240534 43.061614702455699 3.299116536974906 39.553595967183355 5.5610275740036741 39.717131971381605 9.037374461302532 3.5361183551140121 3.7398154048714787 87.408132428477984 9.3928477400913817
leaf_count=332 61 20 12 56 46 59 58 20 32 46 31 55 17 23 173 224 168 45 42 5 298 19 755 157 512 52 44 151 1073 47
internal_value=-0.00010004 -0.0621164 0.00029329 0.0412191 -0.0351253 -0.000923769 0.000244253 0.0423337 -0.0186875 -0.0524672 -0.00122926 -0.0428889 0.0135834 -2.65752e-05 -0.00527866 -0.0243091 0.00490735 -0.0123527 -0.062934 -0.114734 0.0228542 -0.0208568 -0.0112285 -0.0600316 0.00328 0.00828736 0.00378766 -0.0725056 0.00899447 0.0570436
internal_weight=338.78 2.13512 336.645 9.7221 2.65956 326.923 319.679 10.8131 3.25751 7.24423 308.866 8.66652 5.41284 300.199 183.977 64.1417 119.836 61.0866 14.4222 7.74596 58.7489 15.6873 50.4076 10.854 46.6644 116.222 107.185 6.84774 100.337 12.929
internal_count=4633 81 4552 114 58 4438 4333 110 52 105 4223 103 48 4120 2730 1309 1421 772 215 173 649 351 1085 330 557 1390 1338 174 1164 91
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=6 5 20 21 7 20 15 16 10 18 14 8 10 6 6 23 21 2 16 19 20 21 3 5 13 21 23 18 12 17
split_gain=1.00308 1.19892 1.89901 2.11303 2.39369 1.4516 1.72694 1.67288 1.37207 1.31572 1.91844 3.07405 2.00185 1.58302 4.85794 2.98791 4.78702 3.22488 2.52658 2.98668 1.91242 3.46061 1.90345 2.48077 3.49083 1.67664 1.66674 1.56596 1.55166 1.50416
threshold=1.8500432259500001 2.7155367820000005 49.292797572200008 3.5853494717000003 29.094060964600004 47.927946529500012 19.077611477100003 19.304954856600002 89.541786492700012 17.327266398450003 366.02505068985005 2.4480895352000007 83.602982482550019 13.665319288000001 13.775321858200002 -0.17949499999999999 7.8791617619000007 185.72519583365002 12.604970524100002 11.950964240300001 35.119813570500007 2.4659823166500003 81.699554126200013 16.222050829800004 103.75835308650001 3.6533552218000005 -0.22831499999999999 16.399957653700003 217.08460102575 182.02915412410002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 8 -7 -8 9 13 12 -12 -11 15 -15 17 18 -3 -17 -20 -21 -22 25 -24 -25 -16 -19 -23 -14 -26
right_child=1 2 3 4 -6 6 7 -9 -10 10 11 -13 28 14 22 16 -18 26 19 20 21 27 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.10450170780198656 0.065362443938404957 -0.10637026053730721 0.082688046618549144 -0.10571012530133859 0.11919768272459558 -0.039539529074519436 0.079244774540166416 -0.017296498762207204 -0.076716648913511556 0.09062248612867041 0.092648619932695755 -0.083428647702500441 -0.12791296269281857 0.073190037579685202 0.0028988971163677445 -0.10670865291170095 -0.098392391401096194 0.016484681289290655 0.036272187868041227 0.03888473009521648 -0.12182492761685036 0.0048561042700757187 0.10075155990625551 -0.13033777619662854 0.023054434441515236 -0.14383341048989273 0.10459162333320315 -0.11367810632004494 0.049133858474270785 -0.0025909655045176653
leaf_weight=0.91763802041532372 2.7993368671741328 1.488635255023836 0.92255186522379418 4.4861281032208353 0.52901918301358808 2.464582168031483 6.9998351996764523 2.4138459749519825 2.3525938280508845 5.9170733736827952 1.5302782654762266 2.8163394732400775 0.84552139264997128 9.1917361542582494 1.410339619033038 2.5923096083570298 8.2118982647079957 5.2255122035276145 11.236129919067027 3.1905229598050964 4.2423517680726937 7.706217715283854 2.4255461543798438 2.0652794251218429 25.717898592469282 1.7388722319155929 3.6445636791177076 1.302983342669904 1.1941355802118776 206.56780468276702
leaf_count=188 82 89 16 192 5 40 53 29 398 43 14 66 35 57 16 196 226 64 88 40 95 102 11 61 647 26 19 42 14 1679
internal_value=-9.3209e-05 0.000194308 -0.000357783 -0.0564002 -0.0819859 0.000667703 0.0349799 0.0544898 -0.000636042 -5.91525e-05 0.0319876 -0.0214386 0.0611733 -0.00138243 0.00184499 -0.0178441 -0.0306766 0.0298285 -0.0123065 -0.00346486 -0.0306202 -0.0473547 -0.000888293 0.000138929 -0.000902417 -0.078121 0.0526863 -0.0122873 -0.0242593 0.000248408
internal_weight=334.147 333.23 330.431 5.9377 5.01515 324.493 11.8783 9.41368 312.615 310.262 12.3033 4.34662 7.95673 297.959 249.117 48.8411 38.4824 10.3587 30.2705 27.6782 16.4421 13.2516 239.926 236.777 234.351 3.14921 8.87008 9.0092 2.03966 232.286
internal_count=4633 4445 4363 213 197 4150 122 82 4028 3630 172 80 92 3458 2497 961 789 172 563 367 279 239 2440 2398 2387 42 83 144 49 2326
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=21 21 21 9 7 6 7 18 5 17 5 20 21 23 16 19 16 8 19 20 8 5 6 0 21 5 5 10 5 20
split_gain=0.823225 1.6033 3.57034 4.39599 5.06077 2.57276 2.0958 2.1748 2.03843 1.59436 2.07431 1.9904 1.54037 1.53017 2.25578 2.26818 1.91095 1.63362 2.73845 1.64104 1.52544 1.50189 3.36617 3.14793 1.64258 1.58772 2.7764 3.77773 3.90243 2.30676
threshold=3.1734339793000008 1.9176293050000004 1.2219980417000003 194.45262321395003 23.960918281000001 16.545386580300001 25.070284486400002 16.115468395400004 24.458659404000002 168.62011096010002 29.110986871100003 48.96897326980001 21.089366969400004 -0.21029499999999998 15.404963976500001 11.850956171350001 12.644970430600003 6.2451263653500009 12.651020723000002 48.823707093150006 7.943800736700001 15.735558026000001 14.745344522600002 97.722764583650005 1.0853204796000002 18.513175162200003 19.688300142250004 68.327163385350005 20.971847224900007 35.887362732750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -5 6 -3 -8 -7 10 12 -12 -2 -1 15 16 -15 19 -19 -16 -20 -22 23 -23 25 -24 -27 28 -28 -30
right_child=9 5 3 4 -6 8 7 -9 -10 -11 11 -13 -14 14 17 -17 -18 18 20 -21 21 22 24 -25 -26 26 27 -29 29 -31
leaf_value=0.056433735712189952 -0.11863087797759844 0.052246288158581157 -0.16016246130416922 0.058511125730460294 -0.087784898423467705 -0.1088978215174909 -0.074171556741613451 0.040641762123837716 0.025599948917789529 -0.0019522159676027648 0.051672223568777965 -0.12452281128204222 0.10084642894821912 -0.076827887331489902 -0.1129085944334785 -0.1220612267395548 0.048968264734291632 0.11680253032295043 0.059486723961194657 0.10441208358013715 0.085459206203490151 -0.1442474133897709 0.051740667815638144 0.018938147302156753 0.083891437150862336 -0.10399370458488651 0.11027168593304576 -0.12048691079816087 0.076187717142844405 -0.02970640422840902
leaf_weight=6.1126801927457555 3.5700400252244431 21.341974767390642 2.804551974288187 4.5430151093751174 4.9311515625449829 2.3488121684640637 3.0501770479604593 3.5935225575231016 2.1659897312056273 218.4889608771191 2.5633402927778666 0.85499034076929081 0.35123628517612804 2.1719951255363403 1.8136416056659066 2.6288731172680855 2.7196275778696872 2.5489417295902959 5.4039315320551387 0.42981774359941471 2.0547738289460531 2.9553770013153544 5.2604606598615709 1.970167279243469 2.7575288536027065 2.7173049822449711 3.7606316134333637 2.1307342909276477 2.6356203705072394 9.3720231316983682
leaf_count=158 424 188 48 29 90 19 60 87 27 2476 71 21 4 234 156 105 59 12 49 4 24 41 28 14 15 17 25 24 16 108
internal_value=-9.94102e-05 0.00725208 -0.00109704 -0.0501883 -0.0176336 0.0256771 0.0369778 -0.01207 -0.0443721 -0.00349223 -0.0493362 0.00760245 -0.0989719 0.00904319 0.00361144 -0.0471482 -0.00688818 0.0119443 0.0162295 -0.0712728 0.00997978 0.00246791 -0.00261341 -0.0789749 0.0105219 0.00270341 -0.00980894 0.00448954 0.0213774 -0.00646315
internal_weight=330.052 104.223 71.7228 12.2787 9.47417 32.5005 27.9857 6.6437 4.5148 225.829 7.33961 3.41833 3.92128 59.4441 53.3315 7.5205 4.89162 45.811 43.5675 2.24346 41.0186 35.6146 33.5598 4.92554 28.6343 25.8768 20.6163 17.899 15.7683 12.0076
internal_count=4633 1637 1256 167 119 381 335 147 46 2996 520 92 428 1089 931 398 293 533 373 160 361 312 288 55 233 218 190 173 149 124
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=22 20 22 17 22 16 3 23 6 21 17 5 22 10 0 23 2 10 13 21 15 22 9 8 22 22 4 19 5 8
split_gain=0.806116 2.50608 1.55256 2.85391 1.80209 2.5923 2.31081 2.09486 3.77682 2.51512 1.67321 1.40533 1.36543 2.18671 3.84131 3.3064 3.53264 2.64065 2.54366 2.76343 2.78209 2.40622 2.03298 1.99612 2.83901 2.41546 2.84619 2.45006 1.96423 1.92748
threshold=-0.63026499999999996 40.574766824850009 -0.59238000000000002 197.02652249450003 -0.24275499999999997 20.079953044350003 81.549000470900012 0.093185000000000032 16.245379570700006 3.5267096012500008 196.01244718945003 12.451585980350002 -0.11534 62.186725015400008 90.767723400200012 0.099855000000000027 312.25197865035005 68.20618276945001 109.47132661375001 3.1734339793000008 26.806761490850004 -0.156745 202.49517884540003 8.9430209551500024 -0.088039999999999993 -0.10434500000000001 205.83748347565003 14.651182102100002 18.160071980500003 9.6424751081000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 10 8 -7 -10 -4 -5 13 15 -15 16 -6 -16 19 28 21 -21 -23 25 -25 26 -14 -27 -19 -26
right_child=2 -3 4 11 12 7 -8 -9 9 -11 -12 -13 23 14 17 -17 -18 18 -20 20 -22 22 -24 24 29 27 -28 -29 -30 -31
leaf_value=0.030218916360960441 0.079118042024773516 -0.1278610350599024 0.039356972894589365 0.062792767158405691 0.017888367247069114 -0.17797103618098367 -0.12006183878120176 0.063588485103578063 -0.075857537608375991 0.081559724135204126 -0.10500809035593035 -0.11864088896366974 -0.0030314575327950915 0.074563726296053817 -0.10451753728087035 -0.12738387030665452 -0.12221160386434038 0.0073582121350239454 0.094174025831766026 0.031664817507057484 -0.11282890995077582 -0.10989406436143863 0.013137230628490523 0.05317166944247801 -0.11774622290816256 -0.00050728671626686344 -0.12948419881881473 0.057326279377261806 0.12122421769011332 -0.01070392733098911
leaf_weight=2.1194830513559273 5.8951138255652031 1.9035583240911362 2.2506059412262425 0.62941552512347687 15.710488055599859 1.3746967874467353 4.583073784946464 3.6146403774619102 1.7906835323665289 2.3430076150689274 1.248026705579832 1.3269669301807878 4.1636447277851394 12.283151969779281 1.9534122915938521 2.228789120912551 2.0326583487913004 3.1771490660030457 3.595100373029708 9.0433323193574378 2.5682723494246593 2.8891760085243687 2.5098093012347817 2.1530581265687943 4.5003299973905069 212.71395112987375 3.1090644518844783 7.5864162743091574 2.8957563638687134 2.6863618018105626
leaf_count=49 48 23 67 33 324 14 191 24 50 22 92 39 49 101 31 17 57 116 13 199 100 229 35 18 61 2491 44 43 12 41
internal_value=-9.19089e-05 -0.0445788 0.000462433 0.0443865 -0.000632374 -0.0321003 -0.073342 0.004434 -0.0343836 0.0133678 -0.0121407 -0.0602693 0.00118561 0.0145425 0.0277828 -0.0125822 0.00183849 0.00771381 0.0159314 0.00374565 -0.0169278 0.000126304 -0.0527009 -0.00224712 -0.0475569 -0.000387579 -0.0570897 0.00148431 0.0616532 -0.0777342
internal_weight=326.879 4.02304 322.856 7.8515 315.005 17.2047 8.08171 9.12303 5.50839 4.13369 3.49863 1.95638 297.8 60.8871 40.9152 19.9719 17.7431 28.632 26.6786 23.0835 17.0106 14.4423 5.39899 236.913 9.33975 227.573 7.27271 220.3 6.07291 7.18669
internal_count=4633 72 4561 120 4441 460 350 110 86 72 159 72 3981 1234 836 398 381 735 704 691 563 463 264 2747 120 2627 93 2534 128 102
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=23 15 15 13 0 18 10 20 22 2 5 16 16 15 5 21 10 20 15 5 18 6 17 17 22 9 15 7 20 16
split_gain=0.746917 0.732603 3.83483 3.10976 5.01061 4.94438 4.28207 4.35985 4.2737 5.05883 4.95662 2.92568 3.52071 3.28942 5.3271 3.24114 4.28455 4.22064 4.07102 3.85031 3.04509 2.83548 2.75227 3.64695 2.67903 3.58596 2.85053 3.58612 4.00604 4.32036
threshold=0.4369650000000001 28.579157549250002 28.298162031900002 112.67059178900001 90.321439350550008 14.032563378150002 65.571493801650021 38.396531328800009 -0.074029999999999999 100.00310400885002 19.973460566700002 21.979948601300006 22.454947490600002 38.86986296220001 20.315138807500002 5.514213733400001 62.041548276350007 42.081757894750005 37.050691080100002 20.872540794500004 13.480563334700001 15.945372561050002 201.61829342215003 205.09306577200002 -0.097799999999999984 194.03220695150003 46.055224235250002 23.209106085000005 42.720329370750001 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -3 7 -5 22 -10 -11 -9 -13 14 -14 17 -17 18 -16 -18 -19 -6 -7 -24 25 -15 -26 -28 29 -29
right_child=-2 3 -4 4 21 8 -8 11 9 10 -12 12 13 24 15 16 19 20 -20 -21 -22 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.002647598210469088 -0.055660590269229475 0.050266714040713194 0.088841407773459835 0.054168565143911995 -0.0035018365472569424 -0.12048862573329877 -0.090304813129565967 -0.08136269211658631 -0.13208465611360862 0.033953318886452005 -0.10256645009523424 0.084603152006412843 0.042587441009515836 -0.1062009630658948 -0.097225232792886862 0.021294734220038018 0.0011222206315376407 -0.085253810909539429 0.045599011133307686 -0.12750007938826155 -0.23023694720162077 0.093600497155066797 0.051945518521908943 -0.09582697154337734 0.027056371977585637 0.0020874598065072944 -0.11917358620775856 0.05261747844242997 0.090304305210830743 -0.1324330962047772
leaf_weight=110.97208053566283 2.4009617998963213 6.8924218204338095 5.4135138394776723 13.927478339523075 4.5076678320765486 8.4280254179611784 5.326204936951398 4.7959968375507733 3.0077064428478506 14.174646187573673 3.2736811935901633 4.5470075197517863 8.8300882987678033 4.4258270829450259 4.5384913813322765 11.582388618960978 4.2345946058630926 3.502451565116643 3.562083663418889 5.1673756241798401 2.4704759940505028 9.0345045849680883 2.8273917539045206 4.0802447106689215 49.817554199136801 9.8949888809584063 3.1430920595303169 2.2745447866618616 3.3807087950408459 2.8331502974033356
leaf_count=2768 38 49 35 117 32 226 37 68 28 76 62 72 61 63 42 60 19 33 17 35 26 44 21 79 278 82 79 19 24 43
internal_value=-9.25925e-05 0.000323209 0.00665678 -0.00328171 0.0030524 -0.0272915 -0.00226625 0.0010145 -0.0422269 -0.0123076 0.00833928 -0.00472424 -0.00176495 -0.00504695 -0.0268323 -0.0443172 -0.0194166 -0.0814453 -0.0344208 -0.0695693 -0.145221 0.0612789 -0.0821359 -0.0353416 0.00757171 -0.0313789 0.0166492 -0.0279244 0.00586335 -0.0500269
internal_weight=323.267 320.866 116.386 204.481 161.797 42.6841 148.255 142.928 35.7917 20.456 17.4483 129.001 124.205 119.658 43.8879 35.0579 20.9844 14.0735 8.10058 9.40197 5.97293 13.5422 15.3357 6.90764 75.7699 14.3208 61.4491 11.6315 8.4884 5.1077
internal_count=4633 4595 2803 1792 1251 541 1175 1138 492 166 138 1021 953 881 293 232 114 118 59 54 59 76 326 100 588 145 443 165 86 62
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=17 22 17 10 21 10 18 16 7 22 15 15 13 18 0 22 2 5 3 20 10 18 9 6 4 17 17 22 22 17
split_gain=0.757942 2.50036 1.5621 1.73115 1.42777 0.89999 1.64011 1.83906 1.58557 1.58005 1.51983 2.99921 2.56147 4.23932 4.14749 4.10081 4.12666 4.12956 2.99408 3.95073 3.63907 2.94179 4.17428 2.56543 2.28323 2.25327 3.8949 2.23495 2.94064 2.73423
threshold=238.05090660085003 -0.086139999999999994 222.25139668490002 65.644082171150004 1.5825275698500003 90.937096262400004 17.232128601400003 11.949972055800002 26.709562027450005 0.063030000000000017 28.579157549250002 28.298162031900002 112.67059178900001 14.032563378150002 90.321439350550008 -0.074029999999999999 100.00310400885002 19.973460566700002 89.732667019950014 38.474425342400004 64.369753017350021 13.360173059150002 193.49750438550004 15.945372561050002 150.69347026435003 201.61829342215003 205.09306577200002 -0.59238000000000002 -0.24150999999999997 208.00356650210003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 -1 10 -10 11 27 13 -12 18 25 -17 -18 -14 21 24 22 -20 -16 -21 -15 -27 -9 -29 -30
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 12 -13 14 15 23 16 17 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.048809472625136997 -0.10788682203395826 0.069659779129848137 0.10443040343971262 0.015156172072277738 -0.11235390478925873 -0.065355875835941851 0.0431309992041174 0.066335196958716675 -0.1044664476367318 0.0059156200464595349 0.046061558490809305 0.086841343587865022 -0.093410159789654848 -0.11878649213362363 -0.0031474107970695026 -0.12293581376147769 0.030600341416163558 -0.096664754427132141 0.062945571558262012 -0.091542246050621751 -0.12269090954064646 0.10481004553051775 -0.068935845227925771 0.090782219222621141 -0.0013602845271432143 0.047668805304655636 -0.12373456639746189 -0.063294931655831943 0.014654209495893617 -0.064955615436395595
leaf_weight=7.7177405041875309 0.96980027615791176 4.3556267946260041 0.59270681440830131 1.2077452968806026 3.217842886922881 2.0811605171184047 8.8174947984516603 6.0842794254422179 2.8330211060820139 2.3915005561430007 6.7758800270967177 5.143179250182583 3.5149755403399459 7.7294921553693694 4.5134235732257357 2.8660059440881041 13.681135596707465 3.1336832307279101 6.6265653712907824 2.8735988419502965 2.6123887551948419 5.6551947370171538 3.7628528568893671 8.1733251363038999 121.93836019816808 2.775776076130569 2.5378236905671656 6.0882206960814065 63.476812015520409 4.628808722831308
leaf_count=364 71 68 5 36 101 440 159 59 115 28 49 32 29 226 32 27 73 62 71 32 34 30 29 42 955 21 48 216 1110 69
internal_value=-8.23463e-05 0.0373272 -0.000717922 -0.056062 -0.0775563 0.000182544 0.000627771 -0.000631823 0.000651136 -0.0539396 0.00165331 0.0128121 -0.00313252 -0.0259332 0.00250796 -0.0408405 -0.0120221 0.00688266 -0.00222704 6.94095e-06 -0.00588147 0.046772 0.0151806 0.0573659 -0.00343658 -0.0843249 -0.034195 0.00806924 0.00329113 0.00924352
internal_weight=318.776 5.32543 313.451 5.01829 4.42559 308.433 306.352 297.534 289.816 5.22452 284.592 85.4213 199.17 39.4998 159.671 32.7239 19.6808 16.8148 146.984 143.469 127.424 16.0446 10.3894 12.6867 124.812 13.0431 5.3136 80.2781 74.1938 68.1056
internal_count=4633 139 4494 142 137 4352 3912 3753 3389 143 3246 1486 1760 506 1254 457 162 135 1180 1151 1021 130 100 74 987 295 69 1454 1395 1179
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=22 20 22 22 17 7 17 17 22 13 3 23 5 22 18 18 6 5 0 5 6 6 21 23 17 0 5 15 0 16
split_gain=0.691055 2.05124 1.27189 3.41694 1.42868 1.80308 1.02639 1.06777 1.61109 1.09476 0.992188 2.10786 1.83653 3.71611 1.43163 1.74779 2.26031 1.73627 1.50788 2.55596 1.97914 1.914 2.14083 1.75239 1.71165 1.4122 1.47349 1.64084 3.52581 3.32397
threshold=-0.63026499999999996 40.574766824850009 -0.58319500000000002 -0.54488499999999995 190.78889055330004 25.554696898500001 238.05090660085003 222.25139668490002 -0.160525 75.758061657900015 69.085308578100012 0.078655000000000017 11.783123780850001 -0.15962499999999999 16.884724796650001 16.399957653700003 13.705320222600003 13.252098438300001 98.031937268650012 16.316541761950003 11.685273024550002 10.220238794250003 6.7841715403000018 0.08846500000000003 198.90226058785004 97.32487278035002 16.904667913650005 28.579157549250002 93.308316333500017 18.554956610400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 7 9 -9 -5 11 -11 13 -12 15 17 -17 -14 19 -19 -21 -20 23 -23 -25 26 -22 28 -28 -29
right_child=2 -3 3 6 5 -7 -8 8 -10 10 12 -13 14 -15 -16 16 -18 18 21 20 25 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.027342779900469023 0.076233931559806872 -0.11855577178845025 -0.12293709210874533 -0.11012126198973726 0.039263583133385092 -0.086437668710327348 0.046415409175913885 0.060093310067623917 -0.082963902243743282 0.062662957470468017 0.054047121598865593 -0.10800151256292406 0.058315437115536231 -0.088130678925558939 0.04958487416149264 -0.11787069402453128 0.0074059273927365409 0.075678709891374263 0.05957139975141456 -0.086628072041864332 -0.049476232378750429 -0.058773972845949575 -0.096791179516354409 -0.032070173732843189 0.077094874387455312 0.049308413333866104 -0.010398518498308716 -0.089376474822588037 0.05572589327066553 0.00014631990140018863
leaf_weight=2.0242251134477551 4.6302256323397142 1.8391954484395681 2.2703840860631308 0.89661563065601413 3.6835409812629223 1.6533097595092838 4.7308359526796258 1.0278018480166791 3.3632788270479059 5.4290314818499601 2.6275109680136666 0.83500293636461709 5.2230704808607689 6.1206305281375517 5.9617167739197603 2.8445447850972405 2.9172481521964073 4.637430738657712 2.183662777766588 2.5663297688588491 5.7728861942887297 5.073870260268448 4.6977017938625059 2.9068072447553277 2.8392092138528824 6.0610569128766647 16.18924902449362 4.2436459658201775 16.066128913662396 183.13366257096641
leaf_count=49 43 23 124 196 28 101 113 24 92 128 59 165 47 417 63 75 20 48 19 41 56 132 107 35 13 29 612 185 118 1471
internal_value=-8.01918e-05 -0.0421128 0.000442656 -0.000722569 0.0355873 0.000322433 0.000207463 -0.000537049 -0.0494791 0.000205995 0.000549078 0.0399132 -0.000325107 -0.0454275 0.00111849 3.77518e-05 -0.054442 0.0012377 7.48565e-05 0.00216344 0.00070671 -0.028086 -0.0404213 -0.015947 0.0218702 0.00167501 0.000394172 0.00170498 0.0225375 -0.00188116
internal_weight=314.45 3.86342 310.586 300.619 9.96708 5.33685 298.349 293.618 4.39108 289.227 288.33 6.26403 282.066 8.74814 273.318 267.357 5.76179 261.595 256.372 238.67 234.033 17.7013 15.5176 10.8199 5.74602 231.467 225.406 219.633 32.2554 187.377
internal_count=4633 72 4561 4389 172 129 4265 4152 116 4036 3840 293 3547 476 3071 3008 95 2913 2866 2560 2512 306 287 180 48 2471 2442 2386 730 1656
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=7 7 7 22 9 0 2 22 0 16 18 18 0 18 5 7 6 17 7 15 16 8 3 20 6 5 22 5 22 4
split_gain=0.655183 3.32087 2.67174 2.29098 3.47071 4.29802 1.78626 2.49077 1.74518 2.79597 1.96561 6.04648 2.80002 2.67278 2.21134 2.89014 2.56124 2.59823 2.17549 3.25321 2.81929 2.18047 2.13525 5.12224 2.68922 4.44773 2.4987 3.48058 2.84942 2.71978
threshold=22.721067571950005 23.109894804950002 22.502236473750006 -0.051199999999999996 195.34352961910002 86.345209775600011 106.99702195580001 -0.095854999999999996 85.121961326250016 22.694946929300002 13.480563334700001 13.531614672700002 87.261973998100004 13.552878921100001 25.704065249550002 23.822419043000004 16.495385412050002 201.00900942685004 24.068567769550004 45.102215827400009 22.614947116400003 8.2435668022500028 90.730084986350008 41.319407281650008 15.885371159150003 19.973460566700002 -0.060989999999999996 18.678742451450002 -0.068964999999999985 169.78554988275002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 -5 -2 -8 -3 10 12 -12 -10 -13 15 16 17 -15 21 20 22 -17 24 -24 25 26 27 28 29 -20
right_child=1 8 -4 4 -6 -7 7 -9 9 -11 11 13 -14 14 -16 18 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0041607013577136783 0.024743473034483446 -0.11761524786973461 0.036676618429535283 -0.14634134890555864 -0.19015358045247907 0.028613511497191404 -0.10154063099739614 -0.0093199293393494073 0.008108774358526076 0.075421200218918752 -0.1705541419120265 0.069833929818011425 0.090592402125565963 -0.038510781985505935 0.080006175061547918 0.08282293791593949 0.019815740292723403 -0.14138507137510667 -0.11824359994652367 -0.095098059240815672 0.073512837428205496 0.0096947226189882645 0.080888032322829484 -0.12238567482282087 0.060568793910026841 -0.091361650080085982 0.017364985049145531 -0.10924919117490275 -0.14708348647820976 0.001521885703510376
leaf_weight=54.151662223273888 6.8325134404003682 1.2182746892794956 22.751685863360763 2.3238569460809222 2.110199305228889 3.5479675934184343 4.2403260506689575 9.4682977520860678 16.37327623739839 5.1163713559508315 2.1261842865496865 5.1843112632632247 5.4973068246617904 15.786302974680444 3.1460924316197625 5.8996908601839122 6.1655156575143328 2.9071939364075652 1.9802551167085614 3.7983106635510913 4.8593014273792496 13.200373019557444 1.7573219314217556 4.2081473842263222 6.6477456130087367 5.6430271328426889 44.468997008632883 3.6397914374247184 1.425693874247371 44.638956790615339
leaf_count=1153 40 30 174 28 24 29 49 71 82 40 16 74 31 191 23 59 39 37 65 42 36 76 7 51 43 135 707 111 29 1141
internal_value=-8.7593e-05 -0.00271719 0.00792093 -0.0346935 -0.0801574 -0.0406273 -0.0170268 -0.0378455 0.00171701 0.00242802 0.000554667 -0.00293102 0.0288415 -0.000898606 -0.00305347 -0.00461797 -0.0360755 -0.0545097 0.000882605 -0.0039907 -0.00108925 0.0322828 -0.0042578 -0.0625048 -0.00105367 -0.00507787 -1.40809e-05 -0.0149669 -0.0078242 -0.00356542
internal_weight=311.115 234.212 76.9033 28.5232 7.98202 5.87182 20.5411 13.7086 205.688 204.47 199.354 177.483 21.8706 175.357 170.173 167.027 24.859 18.6935 142.168 123.068 119.269 19.1001 114.41 5.96547 108.444 101.797 96.1537 51.6847 48.0449 46.6192
internal_count=4633 3306 1327 241 81 57 160 120 3065 3035 2995 2882 113 2866 2792 2769 267 228 2502 2367 2325 135 2289 58 2231 2188 2053 1346 1235 1206
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=6 13 17 5 16 23 13 13 23 13 6 22 2 15 22 22 13 19 21 6 21 15 6 22 22 2 16 6 21 22
split_gain=0.627421 1.17282 1.95364 2.66786 0.971006 2.85884 2.09867 1.42774 1.0809 0.986445 2.90994 2.97064 2.92934 2.70889 3.085 2.34886 2.16841 2.5573 3.92211 1.94391 3.95992 2.5127 2.17833 2.1072 2.87437 2.75095 1.94687 1.64061 2.1702 2.54894
threshold=22.560527123150003 118.84598011460001 162.43086425485004 31.794087907800002 22.724946859200003 0.10307000000000002 117.76521994615001 117.69263157665002 0.4369650000000001 117.61735474900001 16.515385879350003 -0.082275000000000001 115.49410390990001 46.674706678850008 0.050115000000000014 -0.088274999999999992 117.55283175385001 14.351157895250003 4.9210127084000002 16.455384477450004 12.575665986150002 41.54912092575001 16.425383776450001 -0.087660000000000002 -0.082484999999999989 163.12111328040001 21.979948601300006 16.575387281250006 4.2568053065500004 -0.101255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 8 9 13 11 15 -12 16 -15 -11 19 18 -18 22 23 -22 -1 27 -25 26 -26 28 -21 -30
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 12 -13 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0011819856589026061 0.05665516557263911 0.084916225309636204 -0.11921381915516444 0.078277880120157295 0.082151189860801985 -0.036240322314769119 -0.096548392377939912 0.044516399485203639 -0.076310995689712252 -0.017438925417772002 -0.0012071165589406007 -0.042200233370011726 -0.15032445423420493 -0.11675393260296062 0.063177899607836221 0.090365657494285587 0.086069894191835722 0.04898101306314373 -0.086043385865247901 0.023219120372654032 -0.1507052076086518 0.0050584770326790249 0.054589424122814138 -0.22559894150242191 -0.069932461275690305 -0.13028746384951587 0.049709842888010197 0.042977230349166069 -0.15577529149886371 0.013348978750294907
leaf_weight=190.35651983262505 1.9371302593499411 0.90166514529846509 3.2472894540987909 0.86654509184882034 4.9940991550683957 3.4476697314530611 2.2621142850257447 7.0751751922070971 1.891204107319935 3.6258219534065574 2.3459742441773406 8.3121587168425322 3.0046629209537059 3.7709308741614214 1.2750837616622446 4.5664753504097497 2.0205714665353325 18.720400992780924 3.8406645143404603 5.1376010738313287 3.5363387344405046 1.464537017047405 7.9561650513205668 0.82643141224980343 2.162996838684192 2.0134972335072234 3.6640204750001431 8.6601356908213329 1.9410625677555802 1.6475257501006124
leaf_count=3182 15 17 107 8 32 25 39 35 35 33 11 60 47 102 8 15 27 109 30 81 70 7 103 7 128 61 17 178 37 7
internal_value=-7.67796e-05 -0.000436467 -0.0483949 -0.0776138 0.000363931 0.0337994 -0.000602435 0.000146456 -0.000963837 -0.000456459 -0.0208583 -8.19735e-05 -0.0849443 0.00126513 -0.0712867 0.0426525 0.00270676 0.0309333 -0.02671 -0.000318329 -0.0235825 -0.105089 0.00332465 -0.00793754 -0.0482178 -0.0295209 0.00529846 0.0121419 -0.0184601 -0.0781301
internal_weight=307.472 305.535 5.0155 4.11383 300.52 8.44177 292.078 289.816 282.741 280.85 21.8551 16.5045 5.35064 258.994 5.04601 8.1923 253.948 24.5816 5.86124 229.367 31.0541 5.00088 198.313 26.0533 8.66695 7.84051 5.82702 17.3863 8.72619 3.58859
internal_count=4633 4618 132 115 4486 57 4429 4390 4355 4320 166 108 58 4154 110 48 4044 166 57 3878 593 77 3285 516 213 206 145 303 125 44
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=21 20 20 20 20 22 9 0 10 6 7 23 16 20 6 22 5 22 20 8 13 22 18 2 10 10 0 22 8 9
split_gain=0.581804 1.66051 0.776977 1.46327 2.02838 1.83308 1.51129 2.22691 1.44392 1.38561 1.08059 0.968023 1.39438 1.16334 1.21553 0.997616 1.46429 1.20606 1.86298 1.20672 1.85957 2.66385 1.39367 3.37985 2.6362 1.82774 2.52431 3.67152 1.33303 2.66639
threshold=21.089366969400004 50.666627092000006 47.927946529500012 49.292797572200008 49.960114208400007 -0.23557500000000001 38.283670303850009 71.249517373150013 89.541786492700012 2.2250519880000001 23.209106085000005 -0.27450499999999994 22.664946999500003 33.036871954450007 4.5651066630000008 0.63131000000000015 9.1899936892500005 0.27394500000000005 38.536700832000001 2.5480115570500002 95.811270852950017 0.20852500000000004 17.327266398450003 266.28898953815008 81.339300736700025 81.011308844800013 100.01333091085002 0.063030000000000017 5.1459841250500009 177.59430306730005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -5 -4 9 -8 11 -7 -10 12 13 -1 -15 16 -13 19 -19 -18 21 -21 24 -24 25 26 28 -28 -22 -30
right_child=-2 -3 3 4 -6 6 7 -9 10 -11 -12 15 -14 14 -16 -17 17 18 -20 20 22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.062813479010462803 0.032774252193147113 -0.10331847138551931 -0.067374154819605334 -0.10179024980044404 0.038878441217672484 0.081541634984188816 -0.014887082162183742 0.10416900056165777 0.1050887607374929 -0.12559004288313655 -0.10327717097103679 -0.090093312406034964 0.1072178871598507 0.086410785866047876 -0.10360857148551257 0.047043763579640824 0.049981847275580554 0.0068353233384588321 -0.11562643538327894 -0.10272266752413928 -0.039889243104371273 0.10203353963815408 0.085854183373197307 -0.070042932038257649 -0.11366252628726273 0.062487436868688198 -0.10397517406640162 0.041807338859647381 0.10913157666601457 0.0016995142744024409
leaf_weight=0.6251907900441428 5.2985309386858708 1.5672037955955591 1.3564209743635718 1.9737123621162016 2.132726987125352 0.54354715789668151 2.1259261779487115 6.0197252254001796 0.28220549167599474 0.79579591332003474 2.1082784149330109 1.8167565672192711 0.53784722089767445 0.37412205338478122 3.3604777213186026 4.4639893237035713 4.9175827731378368 2.744231072254478 2.2696669828146696 3.4926939366850993 7.5559176583774379 0.77667549648322154 5.2562828436493865 1.8909539827145634 2.0303143812343469 4.7043326254934064 5.2763972873799494 2.5685430280864239 2.3343803379684678 223.32884046249092
leaf_count=46 65 193 21 59 42 21 39 35 8 26 517 218 3 7 138 55 68 33 48 148 484 10 44 35 121 20 129 14 18 1968
internal_value=-7.30089e-05 -0.000654641 -0.000114114 0.022105 -0.0287323 0.0413608 0.0569107 0.0730967 -0.00128889 -0.0415296 -0.0786788 -0.000628947 -0.0446968 -0.0634378 -0.0845729 0.000154666 -0.000617808 -1.38435e-05 -0.0486001 0.000908444 -2.25296e-05 -0.0654738 0.00107353 0.0446083 -0.00018214 0.000755332 -0.000449362 -0.0562439 0.00142744 0.00281085
internal_weight=304.529 299.231 297.664 14.9479 4.10644 10.8414 9.48499 8.14565 282.716 1.33934 2.39048 280.325 4.89764 4.35979 3.7346 275.428 270.964 269.147 5.0139 264.133 259.215 4.26937 254.946 7.14724 247.799 245.768 241.064 7.84494 233.219 225.663
internal_count=4633 4568 4375 243 101 142 121 74 4132 47 525 3607 194 191 145 3413 3358 3140 81 3059 2991 158 2833 79 2754 2633 2613 143 2470 1986
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=9 22 16 23 9 9 22 9 20 18 21 9 18 6 9 23 23 2 15 15 13 4 16 19 0 22 9 9 16 22
split_gain=0.556675 3.16603 2.87532 1.84024 1.33554 1.51543 1.55645 1.32091 2.61027 2.52817 1.94873 1.90042 1.45526 1.80024 2.67005 1.66825 2.02263 1.58895 1.53791 3.33543 3.06736 2.19045 1.96593 4.19896 3.22228 3.71103 1.85842 5.18757 2.7204 2.09574
threshold=223.65407503400004 -0.0098449999999999979 17.684958644900004 0.093955000000000025 219.46060697480002 216.07042296730003 -0.095074999999999993 210.61272793875003 42.477827694800006 14.741741751300003 2.9212203061500004 214.65309737590005 15.105469479800002 14.195331671650001 188.08209940425004 0.12001500000000002 0.11458500000000002 199.01127796720002 28.444110612900001 28.298162031900002 109.47132661375001 376.61861354110005 19.224955043700003 14.151141757350002 93.501885318850015 -0.099379999999999996 204.89606367675003 202.38851837455002 22.624947093000003 -0.084259999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 12 9 -9 -11 -10 13 14 -1 16 18 -17 19 21 -20 -15 -22 24 25 -24 27 29 -29 -25
right_child=1 -3 -4 -5 -6 6 -8 8 11 10 -12 -13 -14 15 -16 17 -18 -19 20 -21 22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0099847809518203816 -0.11541151895262536 -0.10912636893469987 0.084164394008303223 0.061155991948245739 -0.046697083137824648 0.090693299107243275 0.0067578419095512335 0.025752784391043573 -0.13930812264065348 -0.12332448666575889 -0.015077979470975715 0.00069310412210474336 0.01603102671906036 0.019335428799475984 -0.089394290468107374 -0.015403811570306958 0.070869353614189612 -0.096739007670473082 -0.073866570082571067 0.13190066666688421 0.05743359943596086 -0.12311709441225061 -0.0054587985251396661 -0.012941973546984023 0.026672469754869338 -0.14825452023922472 0.036232079004066629 -0.14160751516680056 0.00087475757898878691 0.017441738923197746
leaf_weight=17.415914446348328 1.4646093113115042 1.533425309229641 6.0272035077214241 0.98877214192179952 6.2245639968896276 3.6552948887692764 5.5845292662270349 9.8932954887859577 2.9678898911224669 2.5004673339426509 4.9664083295501769 1.4400299196131525 50.400872987462208 20.763533917954199 5.594351537525653 12.734799042344092 4.3235309347510329 2.960201800800859 5.7821294707246116 2.5916070602834216 5.8082782137207678 1.1386169107863668 2.8874460684601218 39.848989965394125 2.9859404149465263 4.9228729456663114 15.10894131939858 3.8655213890597215 2.0510236881673336 52.756138493306949
leaf_count=397 86 35 53 21 105 41 69 78 54 67 70 14 1418 606 96 85 25 28 158 12 52 44 57 309 18 54 115 42 22 402
internal_value=-7.70095e-05 0.0231052 0.0470147 -0.0442505 -0.000874289 0.000126687 0.0399629 -0.00120834 -0.0248495 -0.00740041 -0.051327 -0.0935709 0.000818201 -0.00294882 -0.0292912 0.000408765 0.00337505 -0.0307443 0.00155702 0.0246236 -0.00259676 0.0119298 0.000567454 -0.00208707 -0.0616841 -0.0954635 0.00357536 -0.00143277 -0.0922148 0.0043673
internal_weight=301.187 10.014 8.48058 2.45338 291.173 284.949 9.23982 275.709 21.7681 17.3602 7.46688 4.40792 253.941 203.54 23.0103 180.53 164.835 15.695 160.511 24.4938 136.017 21.9022 130.235 124.427 10.7963 7.81032 113.631 98.5217 5.91655 92.6051
internal_count=4633 195 160 107 4438 4333 110 4223 283 215 137 68 3940 2522 493 2029 1916 113 1891 662 1229 650 1071 1019 129 111 890 775 64 711
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=8 22 8 6 23 8 23 19 22 23 16 13 5 22 22 16 21 22 17 2 7 10 20 13 5 17 9 10 7 12
split_gain=0.566024 2.58763 2.8849 1.95934 1.64667 1.00746 0.941459 0.863043 1.62664 1.41898 0.946292 1.37316 2.12821 1.80205 1.14839 1.84441 2.60824 2.04063 2.0396 1.84509 1.80898 2.68214 2.30734 3.04992 2.3309 1.87624 2.10291 1.80413 2.45676 1.78166
threshold=8.8430989333000021 -0.0098449999999999979 9.3427090425500019 16.645388916850006 0.093325000000000033 8.7431769115000026 0.10249000000000003 14.651182102100002 -0.064729999999999996 0.4369650000000001 22.764946765650006 117.76521994615001 22.958759589950002 -0.08725999999999999 -0.11534 22.634947069650003 6.7841715403000018 -0.122095 192.44445991605002 316.46407472665004 22.093462376800005 68.846035804500005 45.044778924400006 98.050756475600011 13.252098438300001 243.29790314680005 22.608179833450006 79.728914316550018 28.832866553600002 118.69549532925002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 7 -4 9 -9 10 11 14 -13 -14 15 17 -17 18 19 -1 21 -16 23 25 27 26 -22 28 -25 -20
right_child=1 4 6 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 20 16 -18 -19 29 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.025721850756760103 -0.0067225708042859813 -0.13220321330441992 0.076976760493571134 -0.13007615839059727 -0.0013262036575367897 0.031936905966994382 -0.0050902858888223863 -0.0084911603676794348 0.086239766380633423 -0.094579903761650222 0.047142460178756923 -0.20299388282466971 -0.12193961981553414 0.037984863902731744 -0.11433124781035818 0.025280372393456853 -0.19147497524852539 0.065653554611045328 -0.1267975793221571 -0.07385598795669189 0.10247570574724932 0.018357727073127057 0.055512460592620577 -0.098326171029680332 -0.0046618688554349004 0.04038223864611009 -0.11305477242600935 0.090890404822441012 0.095814378420456425 -0.010219296203858946
leaf_weight=37.698581812495831 4.1484556673094648 2.7141132457181802 4.4415236385539174 1.8672770215198395 1.4886185410432515 10.134857327211646 2.0398531695827842 4.0748746301978827 3.2650049477815619 1.6144428991246957 4.0969632361084214 0.82483674958348219 1.1241280819522221 1.887916923500597 3.5559270899975663 1.1552264168858521 1.0687221176922319 6.7853673695353782 1.4126980442088122 1.9573871289612714 0.49595590564422209 2.6651888160267845 6.5742556477780445 1.4772264009807252 159.12254072655924 1.2654499276541171 5.1894468824611977 4.6270538026001304 1.1665743030607698 18.204073312517721
leaf_count=916 39 39 50 30 27 72 19 24 21 32 30 7 86 11 216 34 9 49 33 101 36 45 127 52 1445 53 446 27 16 541
internal_value=-8.0232e-05 -0.0179675 0.00485986 -0.0450114 -0.0858462 0.00098113 0.0511482 -0.000175232 0.0336481 -0.00111571 -0.000540569 -0.001297 -0.0606743 -0.0217007 -0.000401545 0.0106911 -0.0788818 0.0137067 0.00775994 0.0208068 -0.00447067 -0.057486 -0.00263754 -0.00484294 -0.00213187 -0.069742 -0.0942534 0.0532371 -0.0126619 -0.0186147
internal_weight=298.145 16.6998 12.4971 6.01573 4.20273 281.445 6.48138 271.31 7.33988 263.97 262.356 258.259 3.83688 3.01205 254.422 68.2821 2.22395 66.0581 59.2727 39.656 186.14 6.22112 179.919 173.344 166.393 6.95085 5.6854 7.27085 2.6438 19.6168
internal_count=4633 204 138 69 66 4429 69 4357 45 4312 4280 4250 104 97 4146 1683 43 1640 1591 1017 2463 261 2202 2075 1540 535 482 95 68 574
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=8 0 6 6 6 12 15 4 9 9 23 0 0 6 20 15 8 20 23 10 4 0 5 23 20 17 18 17 2 5
split_gain=0.562762 0.751296 0.82844 0.780357 2.66957 1.36424 1.22526 0.97525 0.757018 2.26763 2.20532 2.42826 2.03259 4.16262 2.29009 1.95679 1.94914 2.54247 2.74329 2.43787 2.86999 1.90414 1.84786 1.81153 1.677 2.88434 3.24407 1.66629 1.56976 1.55689
threshold=0.84933718570000016 118.55293817840001 3.6650856341500009 2.7350639043000005 4.200098134650001 296.06259987170006 11.870705757150002 402.75382129015003 186.70853236170004 185.98753508445003 -0.17949499999999999 71.144667506050013 85.732241321850012 16.465384711100004 43.847983878700006 42.80317728375001 8.3434888241000014 43.219899330700009 0.23724500000000004 78.381996793250025 278.29044475435006 103.37390357390002 23.714185006400005 -0.23921499999999998 42.455548714850003 187.63270803470002 13.344136431100003 204.45912381470004 394.27271598845005 30.133297129900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 -6 9 10 11 -8 13 -10 29 16 17 18 24 20 -19 -14 -17 -13 25 -12 -27 -28 -22 -15
right_child=1 2 -4 4 6 -7 8 -9 12 -11 15 23 21 14 -16 22 -18 19 -20 -21 28 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.069275782724201734 0.083790547006841729 -0.10097066870203308 0.10170632998029124 -0.10718129244315354 -0.11857926168728911 -0.1020012702791636 -0.12398880726494155 0.011091937663998526 -0.1319038164806054 0.075165830744690534 -0.10927446255336926 0.022713376773534934 0.0023872983967716424 -0.04021139259028185 0.091434869807424365 0.099129085994718646 0.11306324185200765 0.013836022110011862 0.077047641715481702 0.087247375888730397 -0.1184572076842163 -0.066231351759495613 -0.023157889476622312 0.099013439919887203 -0.12769581261417459 0.074004872735189839 -0.14363138756948732 0.0052798951490719915 0.061461464861458162 0.053254456139455376
leaf_weight=1.1707842423929822 2.3314681552583347 0.23898391961119969 1.2918407208344431 2.3346955380984573 1.5448258487158448 0.47589032724499691 0.88139823789242555 0.92866688803769637 3.487845364026728 5.0231989631429306 4.1793244376312924 9.7676838769111765 203.3717387393117 11.2990647025872 1.9148767706938077 3.0520505905151358 1.1178364008665074 10.632037041941659 1.4946234337985504 2.9760053749196222 3.0162402518326412 4.1260684948356348 2.0763320550322533 4.566418287344276 3.2989253033883861 2.9331110995262861 1.599850428523496 1.4169995966367421 0.57783402316272248 2.1159183159470549
leaf_count=179 50 93 43 259 161 74 119 34 60 43 279 197 1917 198 10 12 6 218 6 30 118 250 37 39 69 16 53 38 9 16
internal_value=-8.29667e-05 0.00019251 0.0700655 -0.000173126 -0.000681522 0.052296 0.000183633 -0.0698945 0.000791995 0.0109208 0.00489852 0.0371141 -0.00183111 -0.0333007 -0.0108665 -0.0078761 -0.0167458 -0.0212628 -0.0514673 0.00493968 -0.0122785 0.00102282 0.0496187 0.0470203 -0.0657716 -0.045604 -0.000881117 -0.0736885 -0.0895309 -0.0254692
internal_weight=295.243 294.072 1.53082 292.541 289.734 2.80736 287.399 2.47349 284.925 58.6099 53.5867 15.2155 226.316 18.8177 15.3299 38.3712 33.2428 32.125 14.9228 17.2021 14.2261 207.498 5.12838 14.3341 13.4282 10.1293 5.94996 3.01685 3.59407 13.415
internal_count=4633 4454 136 4318 4194 124 3935 195 3740 1289 1246 355 2451 284 224 891 842 836 461 375 345 2167 49 236 455 386 107 91 127 214
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=17 9 18 13 5 20 22 16 13 13 15 21 3 13 13 18 22 19 21 13 17 13 16 9 5 5 4 22 23 15
split_gain=0.548563 0.833423 0.755519 0.841878 1.80062 2.30286 1.64755 1.09842 0.916555 1.01644 0.821132 2.67123 2.3625 1.19541 2.38167 2.10309 2.34148 1.89463 1.83102 1.66576 3.42451 2.17612 1.64099 1.47665 1.34752 1.32575 1.50344 1.31809 4.75967 4.53773
threshold=158.19986339130003 43.730860148300003 11.207537862500002 117.97223122220002 31.794087907800002 35.119813570500007 -0.017745 22.724946859200003 117.76521994615001 117.69263157665002 46.055224235250002 15.294585115650001 93.292185584700022 117.61735474900001 117.55283175385001 13.405741979600002 -0.053874999999999999 14.351157895250003 6.7697770556500005 117.48293184245001 191.06791329340004 117.47755492620001 22.614947116400003 193.49750438550004 23.058899572400005 20.872540794500004 286.93691744620008 0.075080000000000022 0.11458500000000002 28.444110612900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 5 -5 -7 8 9 10 13 12 -12 14 19 16 23 24 -19 21 22 27 -21 -15 -16 -22 -27 -4 29 -29
right_child=2 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 15 17 -17 -18 18 -20 20 25 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.072810366485114394 0.066020145128181953 -0.11352202426242981 0.003757395470718058 0.067142605126064001 0.087832310646556763 -0.13059232557375902 -0.018902581204674737 0.0460809004696945 -0.074368542721312325 0.038713321233522648 -0.0047174585568461186 0.052979019761116741 -0.11384909450427785 -0.013447999058189445 -0.070139766723139207 -0.089614344255191103 -0.074048207053979173 0.0042820849512725167 0.073635123722594287 0.056868073069739136 -0.010960677868802528 0.071899315041364528 -0.023969337579471454 0.064482165925450211 0.030291113402335285 -0.13724251039949237 -0.038288698413218025 -0.0023627418065454552 0.062266701438302943 -0.091761418699446054
leaf_weight=0.32248629181412869 1.7335953305009741 0.93895376563887112 164.0740414026659 1.3025524733820919 1.066963844001293 2.9817282735602926 2.3708906667307024 5.2345859073102465 1.6543866582214821 6.7154714018106452 4.0731433867476863 2.9938524798490107 3.8669209342915565 5.8643750306218863 2.5931996051222113 3.8863209523260585 3.7194696515798578 5.7893342636525658 11.116629637777804 4.3390674255788344 2.3742333091795427 4.337229646742343 5.9612210374325514 4.153603196144104 2.7556755021214485 3.9100710675120354 2.528137780725956 13.731237654312286 5.7424753766972563 9.6806022310629469
leaf_count=32 56 218 2931 61 9 69 35 35 12 34 41 20 149 35 28 33 23 37 53 19 29 66 34 15 14 31 17 331 52 114
internal_value=-8.42591e-05 -0.0658863 0.000201423 -0.000193647 -0.0327676 -0.0521023 -0.0811204 0.000701213 -0.000159888 0.00028784 -0.000676848 -0.0275152 -0.0578661 0.000466946 0.00232081 -0.0246667 -0.00629308 0.0334737 0.0498856 -0.000878868 -0.0290687 0.00184825 0.010084 0.018863 -0.018399 -0.0748317 -0.0983856 0.000275875 -0.0193174 -0.0393284
internal_weight=291.812 1.26144 290.551 288.817 7.72214 6.65517 5.35262 281.095 275.861 274.206 267.491 10.9339 7.94006 256.557 238.933 17.6238 13.7374 22.2548 16.906 216.678 19.1127 197.566 10.3003 10.018 5.34888 8.81244 6.43821 193.228 29.1543 23.4118
internal_count=4633 250 4383 4327 174 165 104 4153 4118 4106 4072 210 190 3862 3756 106 73 132 90 3624 130 3494 53 50 42 77 48 3428 497 445
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=6 6 10 0 19 18 2 3 5 21 22 9 15 17 17 3 3 16 10 20 0 15 20 16 3 15 9 8 21 22
split_gain=0.558032 3.61638 1.92125 1.82351 2.1196 1.90449 1.7955 1.48228 2.05458 1.56066 1.3178 1.31013 1.2556 1.38758 3.76638 2.44456 4.68641 3.73454 3.33113 6.45217 4.68987 3.09713 2.69842 5.33826 3.67565 2.22503 2.17217 2.66457 1.72673 1.59437
threshold=13.665319288000001 13.775321858200002 78.196493182200015 97.615226258450022 13.351077205700003 14.693728290050002 302.29361977965004 81.80440399325002 15.839549529050002 3.6533552218000005 -0.61402999999999996 30.508756957950002 19.198394745150004 182.02915412410002 183.93802912725002 85.589753040950015 84.812788641250009 18.834955955700003 66.859265246100009 38.171717059500004 90.321439350550008 23.949961253350004 38.474425342400004 21.754949127450004 89.993447458600016 26.384523135650003 206.50942114985003 8.4434108459500017 15.004713615700002 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 11 6 -1 9 -9 -3 -4 -5 -10 28 29 16 21 -17 20 -20 22 -16 24 -24 -19 -18 -23 -28 -14 -15
right_child=1 7 10 4 -6 -7 -8 8 12 -11 -12 -13 13 14 15 17 25 18 19 -21 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.013962243906042771 0.067462873345164542 0.0015502086288074794 -0.12327971015573878 0.039328687693902277 0.006561820833175986 0.040882099647662477 -0.12068486484411545 0.10585844600525673 -0.071491942476185566 -0.13555813568004002 0.0093840044012313481 -0.10779748581660793 0.028524651517475248 -0.11997445515542492 -0.097962769285506651 0.073981206027918828 0.065777471009932115 -0.038404589587257787 0.017547451687381886 -0.12145762747933311 0.073165556397649975 0.045793245928167199 -0.13652409320494471 -0.00020300971796313405 0.082338683773014718 -0.11439308050329905 -0.095004943596814093 0.037113546582987482 -0.083098111864503554 -0.011601826782000356
leaf_weight=9.5294413337251225 8.1948893032968027 1.6726576285436743 0.76490142638794978 0.67057128716260006 3.0600967258214951 5.3076386023312798 1.8889005901291955 1.8462647199630726 2.43455816223286 1.6482940446585415 35.49623164840159 6.2135018532862887 24.735270889184907 3.7725986996665597 2.8106823423877421 7.4821612378582349 0.76496003568172355 3.6031663641333571 7.3215307854115945 6.1391877196729183 9.7364474609494192 9.562211577780543 2.9516751766204825 107.2122035745997 8.3962012855336052 6.5936394846066833 3.1285919668152919 2.9810188747942448 1.4681124307680864 2.1206037532538167
leaf_count=196 58 21 46 19 35 71 48 8 128 31 1445 196 615 57 25 54 5 24 41 72 57 68 32 879 60 196 68 22 35 21
internal_value=-6.86782e-05 0.00224511 -0.00839923 -0.0287728 -0.0626847 -0.00861096 -0.031617 -0.000202212 0.000821567 -0.066501 0.00658556 -0.0934661 -8.79657e-05 0.000736766 -0.00232029 0.000273928 -0.0281723 0.00508333 0.00153694 -0.0458502 0.00637292 -0.0013014 0.00104953 -0.00385553 0.0460819 -0.0956635 0.0160345 -0.0305413 0.0222707 -0.0809778
internal_weight=289.508 226.577 62.9313 26.6702 9.94417 16.726 11.4183 218.382 215.061 3.32095 36.2611 6.88407 213.215 210.78 184.577 178.684 25.8411 152.843 145.36 13.4607 131.9 18.4825 122.163 110.164 11.9994 7.3586 15.6718 6.10961 26.2034 5.8932
internal_count=4633 2577 2056 565 250 315 244 2519 2467 52 1491 215 2459 2331 1681 1603 384 1219 1165 113 1052 183 995 911 84 201 158 90 650 78
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=20 23 15 20 19 15 13 17 19 20 15 2 23 5 13 12 13 5 17 2 6 22 20 5 22 15 10 13 3 15
split_gain=0.526116 1.71528 1.71609 1.13433 1.16076 1.30881 0.739116 1.65966 1.02524 0.834608 0.76523 2.32897 2.43404 1.19933 2.66952 1.99039 2.01928 3.99571 1.91915 1.90191 1.90098 3.56688 3.4736 3.43863 1.63589 2.36362 1.61224 1.64989 5.19931 4.04225
threshold=32.724174661450007 0.088565000000000019 27.874116299000004 34.515670600900002 13.951125619400001 23.241064975550003 117.97223122220002 189.5403704096 14.651182102100002 41.685324604100011 46.723315192750007 247.02271001585004 0.086955000000000018 23.195398057700004 117.67650082785001 330.7369843553501 117.60660091645001 23.636018850950002 207.11089388870002 143.79541367925003 16.455384477450004 -0.059424999999999999 41.037275035300006 22.382820633700003 -0.064729999999999996 45.793006327050001 61.917879202350001 112.67059178900001 87.399085362750014 36.136500007950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 8 -8 10 -10 13 -12 -13 20 15 16 19 -18 -17 -15 26 23 -23 -22 25 -21 -5 28 29 -28
right_child=3 -3 -4 6 -6 -7 7 -9 9 -11 11 12 -14 14 -16 18 17 -19 -20 24 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10989803609030341 -0.10595155051026826 -0.14254446308336144 0.088243623842635524 -0.075537411668774687 0.08884823724147578 0.035586613065727107 -0.0090529015645487623 -0.12898656654941396 0.056308754091817792 -0.0090831224736257141 -0.11894228070132658 -0.11430375768605341 0.036630443337718609 -0.053911568311140849 0.077123185443318254 -0.11625927028213129 0.052390630806507889 -0.16081744867591474 0.057066268906547306 0.032920186134586769 -0.023913501141995027 -0.022563146249009979 -0.13709804500027564 0.062109167537344225 0.081050658967970021 -0.096946504802398484 0.0044359987815446719 0.016371021829241005 -0.084318894860619165 -0.11678872852665856
leaf_weight=0.69008816743735168 0.83352284959983025 1.078810045000864 1.1923531545326111 2.6742895334027699 2.8860508054494858 3.0219953027553856 6.2165172928944221 1.4167742445133624 5.7292579524219018 2.9602839006111026 2.2006173341069353 1.3937226457055656 4.5779597349464893 2.6461232208530516 6.153069448657333 2.3607099581276993 1.7249352969229215 1.7923366785980759 0.87583756446838368 11.495426743989812 19.17429371364415 6.1736340373754484 4.6365657960996032 6.1332458257675162 5.7567243585363022 1.5960445324890304 108.38353821908822 58.914937637746334 7.5645701595349228 2.8223145660012952
leaf_count=135 75 69 37 31 19 33 104 34 39 18 77 38 41 263 28 80 10 32 9 126 140 42 47 23 69 44 2237 424 206 103
internal_value=-7.82592e-05 -0.0420093 0.0156065 0.000361874 0.0408881 0.00498754 -0.00063027 -0.0313131 0.0002445 0.0340316 -0.000888845 -0.0310025 0.00140412 9.20977e-05 0.0174364 0.00443527 0.013984 -0.0562563 -0.0693559 0.0254779 -0.00266414 -0.0236049 -0.0716879 -0.00306603 0.0366235 0.0170875 0.00152932 0.00268923 -0.0040975 0.00135941
internal_weight=285.077 2.96125 1.88244 282.115 6.74157 3.85552 275.374 7.63329 267.74 8.68954 259.051 8.1723 5.97168 250.879 34.4012 28.2481 25.0116 3.51727 3.23655 21.4943 216.477 36.1177 10.8102 25.3075 18.8482 13.0915 180.36 177.685 118.77 111.206
internal_count=4633 241 172 4392 127 108 4265 138 4127 57 4070 156 79 3914 661 633 544 42 89 502 3253 252 89 163 239 170 3001 2970 2546 2340
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=22 19 22 17 9 22 15 23 2 5 21 3 22 10 7 16 12 7 17 8 7 0 3 0 8 7 7 16 0 7
split_gain=0.502189 1.36766 0.967123 2.04238 1.19729 1.10803 2.32454 2.29479 2.34315 1.63993 1.76411 1.44344 1.23183 1.65337 3.02953 1.19903 2.63284 1.12361 1.36003 1.88235 1.50856 1.44341 1.35409 1.63757 1.48602 1.16538 2.24389 1.1665 1.07876 1.14362
threshold=-0.63026499999999996 12.751028791950002 -0.59238000000000002 195.59800312745003 199.66502090505003 -0.24023999999999998 32.99104187950001 0.085345000000000018 131.42729508740004 16.043149448600001 5.8920528450000011 77.392644201200014 -0.16164499999999998 62.084563606450011 19.164717746300003 18.924955745200005 144.66294237600002 21.833224794850004 199.73283952805005 4.046841884750001 21.115414688150004 82.250688042950017 94.227769014100019 85.619326080400015 8.2435668022500028 22.093462376800005 22.172877373800002 22.714946882600003 71.249517373150013 18.276616214250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 9 8 -8 10 11 -4 13 14 28 16 -15 18 19 -14 21 -21 23 24 -19 -25 -27 -28 29 -7
right_child=2 -3 5 4 -6 12 7 -9 -10 -11 -12 -13 17 15 -16 -17 -18 22 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.13528963588689411 0.075193575897513132 0.0030838472827743727 -0.10325746906295515 0.035864934770977068 -0.12045620483660641 0.049592897566815203 0.084372436943969134 0.067030313220048363 -0.11101922528955284 -0.097612435220036334 -0.11956339943857935 0.074228529441340674 -0.11389141529975196 -0.11715808604911918 -0.13023277739439015 0.10407000699101349 0.048615948902434529 0.020954256992751122 0.10479847854623443 -0.021965339848070607 -0.067557550047331702 0.10789552552226112 0.039405859608030225 -0.084856407660239969 -0.1081898812948883 0.093303028426310899 -0.0012552641351603782 0.058739850069224553 0.07151019357071077 -0.09726245344271478
leaf_weight=1.0181933642597862 4.556723171263001 2.3931225910782814 0.59207469262764689 0.92712724453303952 1.0391002851538358 1.0312701314687758 0.88862510025501196 3.9270462086424232 1.984095820225775 5.0512322216527537 1.0452975099906323 2.0267356929834932 2.706098490452856 1.0792160443961609 1.6970694313058627 2.8290357403457156 8.5338886368554068 1.3459174949675792 0.66057923284825015 2.1902493135421541 2.9664722792804241 1.4049525409936903 8.6220688875764591 1.599602845031767 2.6360579147003591 2.5914942743256679 207.62893009901745 3.2921959124505511 2.4456488154828548 1.0915539895649997
leaf_count=47 44 25 85 32 44 14 5 40 61 240 57 24 143 47 159 27 147 14 5 184 30 8 93 20 70 22 2852 22 22 50
internal_value=-8.18394e-05 -0.0382172 0.000385461 0.0384368 -0.0467467 -0.000527511 -0.0264776 0.0173438 -0.0505783 -0.0606674 -0.00973603 0.0341015 0.00104306 0.0257495 -0.0161437 0.0468458 0.0300053 -0.000901864 -0.0338327 -0.0437139 -0.014772 0.0287824 0.000533908 -0.000995829 -0.0645388 0.000180425 0.000817508 -0.000318821 0.0262375 -0.02592
internal_weight=281.802 3.41132 278.39 6.52295 1.96623 271.867 15.5151 6.79977 2.87272 8.71534 3.66411 2.61881 256.352 18.7077 6.26554 12.4421 9.6131 237.645 9.92835 9.26777 6.56167 3.5952 227.716 219.094 3.98198 215.112 213.513 210.921 4.56847 2.12282
internal_count=4633 72 4561 120 76 4441 512 106 66 406 166 109 3929 466 245 221 194 3463 370 365 222 192 3093 3000 84 2916 2896 2874 86 64
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=9 9 0 3 15 23 13 17 19 23 23 15 6 6 23 17 22 23 21 6 10 3 16 23 3 16 10 20 0 13
split_gain=0.646735 0.5609 1.7656 3.33607 2.22418 1.88038 1.71532 1.68771 2.53388 1.81148 2.29122 1.57974 1.56262 3.45309 2.35269 2.25329 2.41113 1.82196 1.75163 1.54101 1.52592 3.72381 2.95437 2.72167 2.13327 3.54494 4.06777 4.50047 3.935 5.41156
threshold=21.030606243000005 188.55070358395002 85.732241321850012 94.227769014100019 43.376643616500012 0.08729000000000002 98.255079293500017 188.13858192940003 14.451165964200003 -0.17949499999999999 -0.23921499999999998 19.527500348350003 13.665319288000001 13.825323026450002 0.076835000000000028 236.15709471040003 0.053690000000000009 0.079605000000000023 0.63092463060000015 13.185308072600002 71.053259929650025 83.613736315050019 18.124957616000003 0.094595000000000026 85.589753040950015 19.224955043700003 66.859265246100009 38.171717059500004 90.321439350550008 114.04170543550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 -5 19 9 -9 10 -2 -8 14 -14 -13 16 17 -16 -19 -4 22 23 -15 -22 -24 -26 28 -28 29 -27
right_child=1 2 6 4 -6 -7 11 8 -10 -11 -12 12 13 20 15 -17 -18 18 -20 -21 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.10274176175149295 -0.0010597778609125247 -0.097765960581341405 -0.085769019024346554 0.018437516973872858 0.059028407232877805 -0.10214357281062372 0.046919705877441382 0.0078039696995313755 0.072489220779700478 -0.020648674847711278 0.094865109774099329 -0.12057075670216606 0.064437991991006791 0.11344009580148924 0.10184080363338018 0.09490786674893803 0.019106416153029313 0.0080762667380279343 -0.10048724088129257 0.027513094895891106 0.018719948943921535 -0.090162009612674884 -0.048084583490134412 -0.081722769875416268 0.065327689259851399 -0.11995139203229986 0.00028406272047628699 -0.12947877991888376 0.06946291265081013 0.0052518205123386922
leaf_weight=0.61229703170829353 8.9226390277908632 5.4657017304562023 4.1771828417258794 2.6019094772636873 3.8309126803651452 2.5713228965178132 7.4287808691151431 21.987923212116588 8.3576934961602074 26.426815716142301 3.4539081093389532 2.3582147401757565 8.6808919347822648 2.415801538154482 0.63714531343430536 1.7091993028298009 6.6576700992882243 1.9695035191252808 6.056185414083302 1.6853143181651828 14.334374947473412 6.2195680732838801 8.0286970417946559 3.3231509467586866 9.0514311194419843 3.5954286754131308 5.944774629082529 4.8559604976326227 9.0406815484166128 86.635749832494184
leaf_count=142 300 115 445 33 38 76 58 670 80 861 54 54 66 9 7 25 49 26 168 20 79 207 133 56 57 30 36 66 57 616
internal_value=-8.08369e-05 0.00014493 -0.00243509 -0.0361371 0.00127289 -0.0414966 6.82416e-05 0.00795321 0.0256194 -0.00586236 0.0257099 0.00172114 -0.000128682 0.00307987 -0.0269594 -0.0139964 -0.0261461 -0.0609241 -0.0738458 -0.0532034 -0.000391345 -0.0236213 0.0038895 -0.000183397 0.00180813 0.00517079 0.000223994 -0.0580567 0.00656491 0.000262866
internal_weight=279.037 278.425 209.276 14.4698 9.00415 5.17323 194.806 69.149 30.3456 38.8034 12.3765 188.943 181.514 162.127 19.3879 17.0297 15.3205 8.66283 8.02569 5.8625 153.446 23.8771 129.569 17.6575 127.153 119.124 110.073 10.8007 99.2719 90.2312
internal_count=4633 4491 2526 262 147 109 2264 1965 750 1215 354 1799 1741 1412 329 275 250 201 194 465 1346 342 1004 135 995 862 805 102 703 646
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=8 22 8 19 23 22 8 2 5 20 5 20 2 6 15 15 5 20 7 9 0 16 23 21 21 15 6 20 21 20
split_gain=0.490784 1.98518 2.10408 1.65289 1.59265 0.850666 0.709707 0.705226 1.58997 0.68947 2.62485 1.92337 1.86771 2.26252 1.71416 1.62865 2.99099 1.34014 1.56097 2.94601 1.41329 1.21511 1.04347 0.777915 2.584 2.66008 1.54204 1.41498 2.36346 2.13214
threshold=8.8430989333000021 -0.0098449999999999979 9.3427090425500019 14.451165964200003 0.094595000000000026 -0.27494999999999997 8.7431769115000026 74.766480717350007 21.990725385850002 36.558960102350007 15.023351587500002 37.041406607950009 133.03767462420004 14.055328400500002 33.423812040500003 35.929665612950011 19.221712148250003 32.724174661450007 22.929105819350003 188.55070358395002 93.843319501450011 20.864951208700003 0.4369650000000001 3.4893684343500007 3.8811533507500005 37.050691080100002 15.345358541850002 40.330620469300008 4.6633733285000014 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -4 9 -8 -9 10 -1 15 14 -14 17 16 -11 -12 19 -19 -20 -15 23 -13 25 26 -25 28 -26 -29
right_child=1 4 5 -5 -6 -7 7 8 -10 11 12 22 13 21 -16 -17 -18 18 20 -21 -22 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=-0.10529441897353367 0.00085686635938338163 -0.12577283286378294 -0.014295624517317342 -0.11427169941122667 0.015425052358165606 0.070937894364459644 -0.019017624309721898 0.092326107778884947 -0.0030909599511809941 -0.10675141588860577 -0.07693621156925029 0.0097523442293324519 0.044868850786768041 -0.13520438280796385 0.098231033059824058 -0.12746730743670001 0.1017943129705412 0.062211271875397711 0.11183701636914647 -0.19761278965146925 0.018070431257327265 0.0081581092441850959 -0.085547087354818988 -0.095109749133495153 -0.1126104567501892 -0.001507799908587454 -0.26641817722497291 0.051171522071300879 -0.012371227784974501 -0.00030465979628683214
leaf_weight=1.6078735040500785 3.3957657972350699 2.5322546467650677 1.6555278170853851 1.970759061630815 1.1670039901509879 4.0004727863706648 2.3839659169316274 3.4460391588509083 3.5407106557395309 1.5174971342785277 1.1787731058429951 62.132208792143501 2.4923640778288236 1.7823248370550575 4.4223821312189093 2.1982457637786865 1.2577088070102034 1.052986953407524 2.8958184495568275 0.745243340730667 3.6129781291820109 0.88466103374958027 1.4266883428208519 1.6705308721866452 2.610502943047325 2.4545509335584939 0.76658367842901487 8.6189498062012699 23.771057647536509 121.13312858197605
leaf_count=289 34 42 25 35 24 44 12 23 37 50 63 1194 26 70 24 20 19 60 14 5 34 7 23 63 28 25 24 55 315 1949
internal_value=-7.98841e-05 -0.0178417 0.0034317 -0.041422 -0.0812292 0.0459898 0.000927365 0.0279464 0.0439711 -8.44428e-05 0.0174061 -0.00165975 0.0277529 -0.0236331 0.0468149 -0.0631698 -0.0122396 0.0228442 0.0370031 -0.045468 0.059788 -0.0876499 -0.000297606 0.00024741 -0.0034201 -0.0749881 -0.148994 -0.00117788 -0.0222901 0.00311471
internal_weight=274.326 14.7218 11.0225 5.36652 3.69926 5.656 259.604 9.37072 6.98675 250.233 20.6754 229.558 19.0675 5.15935 13.9082 4.97345 2.77521 9.4858 8.30703 1.79823 6.5088 2.66699 224.584 223.158 161.025 4.89167 2.43711 156.134 26.3816 129.752
internal_count=4633 204 138 69 66 69 4429 72 60 4357 592 3765 303 103 200 89 69 176 113 65 48 77 3676 3653 2459 112 87 2347 343 2004
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=15 5 3 5 23 4 23 22 5 21 7 19 3 22 17 12 8 23 16 5 3 22 18 22 21 22 23 20 21 5
split_gain=0.497887 0.761529 2.45972 2.45334 1.79919 1.69848 1.66035 1.24955 1.26439 1.00849 1.12211 2.06543 1.01819 1.16648 0.962122 0.903902 1.29687 1.39921 1.58645 0.809301 4.01387 1.85052 2.05134 1.94988 5.26193 3.15451 2.37321 2.75909 2.06048 2.8146
threshold=51.19990836680001 25.704065249550002 93.292185584700022 24.453399453300005 0.090465000000000031 376.61861354110005 0.093635000000000024 0.11873000000000002 26.429611911700004 16.639784844150004 19.164717746300003 14.351157895250003 108.48197402175002 0.11061500000000003 162.04221493815001 58.770113158150004 8.9430209551500024 0.098950000000000024 21.719949209300005 21.836296031200003 88.396503329100014 -0.013285 14.349689277800001 -0.053874999999999999 3.8811533507500005 -0.066979999999999998 0.080375000000000016 43.426369480700011 7.0919822770000005 22.627560662300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 -5 7 -6 8 -4 10 12 -12 -10 -14 -1 -16 19 18 -18 -17 -21 22 23 25 -25 26 -22 28 29 -28
right_child=-2 2 5 4 6 -7 -8 -9 9 -11 11 -13 13 -15 15 16 17 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.077224989275615025 -0.062757796334515614 0.10746658322545216 -0.11512919377283622 -0.11915484781419805 0.048993044807796565 -0.11388241828361566 -0.074507116910527485 -0.11643466912582368 0.099380209274223155 -0.065131616072684126 -0.10174528451114538 0.060708807302596368 -0.1046536473231611 0.11869235862548658 0.078828955174519794 -0.0016931853708391888 -0.096355848617446893 -0.10796212044213925 0.036694893720009669 -0.12365532263783537 -0.047732551199957181 0.054004065956050284 0.084814341036366064 0.087130988538260568 -0.096880223078151806 0.078042261181046929 0.030009582876682424 0.089785802213874763 0.027716110967416586 -0.075321464591086323
leaf_weight=1.5763073107809749 1.2607171685667697 2.761904194019734 0.60972224723081758 2.9094710366334757 2.0152294114232063 1.1330144337844092 2.3674266713205725 0.6752829465549447 3.8052407172508502 0.92792929091956544 1.2423128356458621 2.1149959699250758 0.58388968714280043 0.39005392789840698 1.4889676216989745 175.15531184559222 1.3639860833063715 2.2254129080101848 2.6129319495521486 2.1296809408813706 8.0061178049072534 10.614751315675674 3.2770968610420814 2.1869432586245301 5.3696142649278045 6.0966457128524771 4.3059047758579307 4.1017453633248797 12.831251937896011 6.1750267138704658
leaf_count=267 63 21 48 133 12 65 39 20 46 23 143 22 139 1 11 2953 32 42 26 43 94 71 28 27 46 29 21 21 63 84
internal_value=-6.04915e-05 0.000231124 0.0227372 -0.00101721 -0.0581909 0.002357 -0.0177194 0.0150824 0.0242627 0.033639 0.0449033 0.000595539 0.0760288 -0.015206 0.000653685 0.00114881 0.000679493 -0.0444683 -0.00893827 0.00184503 0.0113656 0.0159324 0.00821287 0.00309745 -0.0436255 0.0116016 0.000165579 0.014154 0.000846714 -0.0320481
internal_weight=272.315 271.054 14.2443 256.81 7.29213 11.4824 4.38266 10.3494 9.67414 9.06442 8.13649 3.35731 4.77918 0.973944 249.518 247.941 246.452 6.20233 3.97692 240.25 65.0948 62.9651 52.3503 49.0732 7.55656 41.5167 35.42 27.4139 23.3122 10.4809
internal_count=4633 4570 528 4042 184 507 51 442 422 374 351 165 186 140 3858 3591 3580 100 58 3480 527 484 413 385 73 312 283 189 168 105
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=22 21 20 22 17 5 22 20 20 7 7 9 22 22 17 12 20 20 21 4 4 18 17 3 20 13 18 7 16 17
split_gain=0.491701 1.19237 1.68782 0.88676 1.68058 1.0553 0.877903 1.76752 1.92442 1.21709 1.47587 1.74931 1.31401 0.832896 1.54991 2.99886 2.08323 4.0553 3.24809 1.9625 1.67048 2.41865 1.51266 2.23567 3.81038 6.43156 2.28753 2.37729 2.84583 2.09285
threshold=-0.63026499999999996 15.294585115650001 40.574766824850009 -0.59238000000000002 197.02652249450003 12.451585980350002 -0.25105499999999997 35.771221912400001 39.065416244600009 22.227765484150002 23.131311951800004 211.71843659965 -0.58835000000000004 -0.11534 188.27285108100003 84.828830943350013 42.455548714850003 44.279556297950009 21.089366969400004 158.18845385165005 169.78554988275002 14.804191144800003 188.70679832985002 93.292185584700022 41.972095654800007 117.67650082785001 13.278511569200001 23.209106085000005 22.674946976100003 193.82504409230003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 7 -5 -9 -10 -11 12 -12 -8 16 -16 -15 18 -18 -17 -19 -22 -21 26 -25 -26 -24 29 -29 -28
right_child=3 -3 -4 6 5 -7 13 8 9 10 11 -13 -14 14 15 19 17 20 -20 22 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.014767311770705569 0.068361562806344298 0.050435188650435309 -0.16243162698044988 0.063184081270163658 0.062903274458668612 -0.1151157218671372 0.012294478467680163 -0.12738639717541553 -0.11572431269429387 0.074435726877835826 0.029926233975386948 0.053553055511837436 -0.12695003898824894 -0.0059253356024794798 -0.12246429960445489 0.068009503166155935 -0.1263636089802051 0.089139199488957266 0.088225559747566254 0.066156837079190761 -0.12283134037082399 0.059032395928873417 0.084176920711564684 0.0048004860295932684 -0.11676123792061902 0.076875749199023624 -0.093262520219545619 0.0051000505826596333 0.086866205853404377 0.0007366853100438768
leaf_weight=0.99405799550004292 4.5588367464952162 1.0121771562844513 1.1704481358174232 1.7754311736789521 0.50589709996711441 0.9743515495210886 50.023795790271834 2.1994115632842277 1.1186377527192233 1.7689230081159619 0.74096638977061813 1.4478718109312465 1.9108719342621059 37.506114404590335 1.8832147506182071 4.714514508843421 6.272597808565477 1.9164266567677257 0.7947304993867873 3.6309540383517733 1.447797933185939 1.4776038144482297 3.6967888772487631 15.760070593329148 7.7924822713248414 2.1994459945708513 4.4830682519823295 96.042965253232978 4.4539937041699877 5.0218018718296662
leaf_count=45 48 7 20 48 33 39 1287 84 117 34 24 37 63 524 51 38 285 7 4 26 62 57 22 103 145 15 52 1269 42 45
internal_value=-4.69339e-05 -0.0391568 -0.0810523 0.000419923 0.0383019 -0.0542751 -0.000459699 -0.0281562 -0.0458088 -0.0201302 -0.00190878 -0.0348495 -0.0831163 0.000759048 -0.0021393 0.0029303 -0.0174952 -0.0539326 -0.102233 0.00452807 0.0165682 -0.030973 0.00243637 0.000777245 -0.0258279 -0.0741374 0.00680314 0.00420286 0.0087239 -0.043599
internal_weight=269.296 3.17668 2.16451 266.12 6.03909 1.48025 260.08 10.9621 9.18668 6.98727 5.86863 4.09971 2.65184 249.118 199.095 149.679 49.4153 11.9092 7.06733 147.796 4.84183 2.9254 143.082 139.451 25.752 9.99193 113.699 110.002 100.497 9.50487
internal_count=4633 72 65 4561 120 72 4441 407 359 275 158 124 87 4034 2747 1808 939 415 289 1757 126 119 1719 1693 263 160 1430 1408 1311 97
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=22 23 23 9 21 23 3 20 22 18 23 23 20 22 9 5 13 23 7 12 8 21 22 22 5 8 6 21 10 0
split_gain=0.487451 1.05797 2.5013 0.721415 1.17583 0.673161 2.24967 2.50307 3.0937 2.14231 1.81482 1.10797 1.55885 1.32389 2.08958 1.55323 1.46797 1.66092 1.70212 1.77129 1.32468 1.29891 1.05558 1.42104 1.58187 1.54208 1.54805 2.77829 1.93184 1.86387
threshold=0.63131000000000015 -0.17949499999999999 0.18642000000000006 27.033907557900005 21.779899400000001 0.12001500000000002 92.585121096400016 39.852039223600009 -0.11534 13.220529463200002 0.25799500000000009 0.11458500000000002 38.171717059500004 0.15684000000000003 190.36745536595001 13.713273242250002 115.86448004795001 -0.11223 23.263685695600007 148.96091148645004 8.3434888241000014 8.1054293463000011 0.12616000000000002 0.075080000000000022 26.144057174750003 9.3427090425500019 16.505385645700006 15.191342547400001 64.369753017350021 88.350799540950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 11 7 8 -7 10 -8 13 -13 22 21 -16 17 -17 -19 20 -20 -15 23 25 -25 26 -5 28 29 -28
right_child=1 2 -4 5 -6 6 9 -9 -10 -11 -12 12 -14 14 15 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10421318849806904 0.096675011070863265 -0.092496069558420088 0.10430524219398495 0.0055168524456552081 0.07446605846126933 0.045404980066424593 -0.077053242270064271 0.043968281012015609 -0.14521324532944088 -0.11843021219839285 0.037348164855144708 0.11673798758392169 0.0046465970473672045 0.050202198114646782 0.038894229249217968 0.032221512069383604 0.0032024379116034696 -0.2042461431513441 -0.082026136694577714 -0.1322966666080875 0.060261021834233187 -0.067805304219787518 0.066092867006920727 -0.090785429819557575 0.061372718262460227 0.061581651908373197 -0.009707889315848867 -0.1101808060999046 -0.13292167458449808 0.1039665474352538
leaf_weight=1.5063732503913332 1.6337632071226833 1.4669649284915061 1.1537435986101625 170.38916200946551 0.48748000431805838 1.5586809439118954 2.648616452701388 7.6822762395022437 1.8764360916102321 3.346284031867981 2.9103730618953705 1.9809472281485785 3.3200379705522209 4.3513314648298573 1.718287053197854 1.0531027787365017 2.494627651758492 1.329920259071512 1.4832389494404199 2.9020663807168603 1.1707699336111543 1.1872313739731906 2.575071965402457 3.1163364262611135 0.87512034736573685 4.3710965863429001 29.82637461414561 2.960591275128535 1.2111721251858387 1.5157145410776127
leaf_count=257 11 46 19 2800 6 20 34 64 37 30 17 17 35 88 24 14 31 22 34 50 9 40 33 102 14 60 631 54 19 15
internal_value=-6.01003e-05 0.033517 -0.00585604 -0.000605655 -0.0605276 -0.000145877 -0.017761 0.0122389 -0.0587204 -0.0552132 -0.0171591 0.00132475 0.0465345 0.000302894 -0.0260013 -0.0492037 -0.0637122 -0.0847382 -0.102625 -0.078301 -0.0192586 0.0249064 0.00244888 0.001684 -0.057425 0.00280602 0.00155827 -0.0174343 -0.00899936 -0.00421055
internal_weight=266.103 4.25447 2.62071 261.849 1.99385 259.855 20.0227 11.1174 3.43512 8.90527 5.55899 239.832 5.30099 234.531 17.6906 12.152 10.4337 7.9391 6.886 5.55608 2.65401 5.53856 216.841 214.266 3.99146 210.274 205.903 35.5139 32.5533 31.3421
internal_count=4633 76 65 4557 263 4294 202 121 57 81 51 4092 52 4040 312 184 160 129 115 93 43 128 3728 3695 116 3579 3519 719 665 646
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=19 3 13 7 16 20 10 18 23 19 6 6 23 23 23 6 23 23 20 20 5 13 16 19 22 3 21 3 4 16
split_gain=0.456335 0.690468 0.665734 1.46697 1.08451 1.24848 1.1264 0.864871 0.941054 0.765416 1.52689 1.6389 1.57511 2.26817 1.51675 1.3213 1.42909 2.4947 1.67379 1.11344 2.1366 1.03381 1.01274 1.37903 1.0009 0.906855 3.27355 3.8841 2.90745 2.90429
threshold=9.4507625164000029 85.850533479600017 81.769454037550005 27.589407812900003 11.949972055800002 45.458122212500008 85.549426169000014 16.922055371600006 -0.222165 11.950964240300001 13.005303866850001 11.945279099550001 0.083905000000000021 0.096715000000000009 -0.15849499999999997 13.825323026450002 0.11296500000000002 0.090235000000000024 42.320906304050006 41.835830569250014 13.713273242250002 98.050756475600011 16.499961415900003 12.751028791950002 -0.57291499999999995 85.589753040950015 6.9984086918000008 84.812788641250009 179.89634997090005 19.224955043700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 8 -4 19 11 12 14 22 -11 16 17 18 -12 20 21 -6 23 -14 -19 26 27 -17 -28 -27
right_child=2 -3 4 -5 9 -7 -8 -9 -10 10 15 -13 13 -15 -16 25 -18 24 -20 -21 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-0.10943476834229003 -0.11196815591566359 0.07932947788381034 0.019908917562001499 0.075585396695071527 -0.05830462831771243 -0.1072935674400381 -0.10325988928682686 0.055910510412469187 -0.10416785579464571 0.0091632078758216422 0.079844574413275984 -0.090479115926522136 0.02569502117894857 -0.072736836033521088 -0.082564997345452265 0.018908236507771698 0.088647404385039458 0.018219087849624845 -0.011879706879480608 0.038201924879800273 -0.092325339853821006 0.048439586248889374 0.054990118017503899 -0.11164046975873332 -0.1260554587474681 0.045346111511386344 0.017938774073974401 -0.089779299392465178 -0.1087648187919039 -0.0013113592884969735
leaf_weight=0.82356128556420916 0.49516594444867168 0.25340140284970403 1.480300266761333 2.6429258100688457 1.1711110545438739 1.9175675077131016 1.135165413492359 2.0688487066654488 1.0412359525216732 2.8153314337250812 4.5054096593521518 3.2809525318443766 2.7263657030416639 2.7504661493585436 5.0113689972786259 22.004811956547204 3.3566798772662869 0.70391799043864045 3.5625623092055321 12.273808542289769 2.2458161998074502 4.0277755800634623 6.1224291559774429 0.99908935441635538 1.517396519659086 14.682944037660489 2.6361196879297477 3.8655947230290613 5.78654481517151 146.00552369758952
leaf_count=320 33 6 39 130 80 108 219 22 128 76 51 106 55 70 254 180 34 14 20 199 112 19 79 26 45 505 40 150 120 1393
internal_value=-5.87732e-05 -0.0650199 0.000207406 0.0459909 -0.000345831 -0.0374561 -0.0140666 0.00799023 -0.031327 0.000779485 -0.000825921 -0.0248754 -0.0143372 0.00755084 -0.0495696 0.00190678 0.0319889 0.0135052 0.039342 0.0196952 -0.0108162 0.0243942 0.0299748 -0.0111355 -0.0803359 -0.000198548 -0.0149611 0.00266798 -0.0691092 0.00295198
internal_weight=263.91 1.07696 262.833 3.13809 259.695 7.64312 5.72555 4.59038 2.52154 252.052 232.334 23.706 20.4251 12.5984 7.8267 208.628 13.646 10.2893 8.06797 19.7185 7.4447 5.19889 9.84788 3.72546 2.22131 194.982 34.2931 25.8704 8.42266 160.688
internal_count=4633 326 4307 163 4144 516 408 189 167 3628 3218 666 560 230 330 2552 164 130 71 410 211 99 160 81 59 2388 490 330 160 1898
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=22 19 22 22 17 7 17 17 19 17 7 12 14 23 21 21 7 20 8 17 17 20 21 2 6 5 3 19 5 22
split_gain=0.461602 1.06561 0.686141 2.14556 0.913518 1.00622 0.669034 0.853198 1.11316 0.580247 1.8118 2.6379 1.78849 2.15266 2.01006 2.03564 1.76594 1.84003 1.59129 1.57682 2.88144 2.03111 2.26926 1.99241 1.88314 1.58689 1.96111 1.83818 1.78976 1.46211
threshold=-0.63026499999999996 12.751028791950002 -0.58319500000000002 -0.54488499999999995 190.78889055330004 25.554696898500001 238.05090660085003 222.25139668490002 13.451085274650001 188.27285108100003 22.721067571950005 82.088033630950022 237.39224498945003 -0.10696499999999999 5.4279412736500001 3.4893684343500007 22.929105819350003 42.243697547450004 9.0429429770000009 182.37451917730002 183.44170283300005 39.571921479100006 13.291307514850002 56.799426908350007 16.375382608200002 20.743195000100005 93.776108048150022 14.351157895250003 17.089764221050004 -0.25105499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 7 9 -9 19 12 -12 14 -14 15 -11 17 -13 29 -5 23 -22 25 -21 -24 28 -27 -28 -23 -18
right_child=2 -3 3 6 5 -7 -8 8 -10 10 11 16 13 -15 -16 -17 18 -19 -20 20 21 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.13155253532431019 0.067483447765342222 -0.00068279978234894387 -0.11544605681393223 0.0072849307141588417 0.029977504503944138 -0.078914750961810443 0.042215734086119144 -0.11569178797626732 -0.00037193401765494216 0.058577222043343841 -0.14172248647699068 -0.015385582112411429 0.047960789225351221 -0.087400154715808198 0.087704992964158374 -0.050178405282484732 -0.070455725401803254 -0.11980433517055225 -0.097937178377121056 0.038937858910364616 0.036443669392944376 -0.10390420928361431 -0.080016372221877685 -0.13596394104869947 0.033476471030517076 -0.14336890116467904 0.0064269358550248642 -0.11236185385967171 0.01591097723873067 0.0063308835200451318
leaf_weight=0.88033837650436852 3.5020226754713795 2.1217333755921572 1.6138894218602207 37.03087122036959 2.8773349607363343 1.2035521320358382 3.7379712765687136 1.4707035083556541 1.9427840607240794 4.0591597640886921 1.3050859218928952 6.5342122565489245 2.3132773907855153 2.3873620532685882 7.156561363954097 2.9879378490149975 2.5259216750855549 2.275208372855559 1.5204239916056383 0.8130296915769567 6.8058303180732791 1.6497974849771733 1.7932002833113054 3.2744486141018569 7.9154252598527819 2.9950984278693777 3.1684997447300702 2.212186929769814 5.1028925077989697 135.7038699639088
leaf_count=47 43 25 124 1266 28 101 113 84 32 29 42 50 41 68 67 28 75 36 30 4 94 85 71 70 43 36 35 39 37 1790
internal_value=-7.34049e-05 -0.0390595 0.000380449 -0.000517373 0.0300156 -0.00213745 0.000228488 -0.000412259 -0.0500576 0.000289366 0.00350765 -0.000172281 0.0326805 -0.0207864 0.0503751 0.0124653 0.00107123 -0.0423538 0.00380861 -0.00717541 -0.0221621 -0.0119556 -0.0252179 -0.101175 0.0125141 -0.0494322 -0.0785127 -0.0424113 -0.0133619 0.00492773
internal_weight=260.881 3.00207 257.879 250.296 7.58291 4.08089 248.682 244.944 3.41349 241.53 168.769 149.865 18.9043 4.70064 14.2037 7.0471 148.56 8.80942 139.75 72.7613 35.7304 31.6429 24.8371 4.08748 9.70863 15.1285 8.37579 5.38069 6.75269 138.23
internal_count=4633 72 4561 4389 172 129 4265 4152 116 4036 2256 2023 233 109 124 57 1981 86 1895 1780 514 440 346 74 114 232 110 74 122 1865
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=13 9 16 17 9 17 9 22 9 20 18 23 20 9 9 18 13 9 13 3 18 18 5 7 2 5 0 10 21 16
split_gain=0.558661 0.455878 1.88199 1.4 0.876503 1.11116 1.07638 1.2806 1.0954 2.06963 1.68045 1.60478 1.50355 1.4247 1.27798 1.02131 1.57896 2.83817 2.48856 1.41606 1.26905 1.22112 1.32218 1.35152 1.25947 1.27256 1.15497 2.6467 1.93811 1.75909
threshold=73.265860971000009 223.65407503400004 17.684958644900004 192.28474763930004 219.46060697480002 207.26881593930003 216.07042296730003 -0.095074999999999993 210.61272793875003 42.477827694800006 14.741741751300003 0.095830000000000012 39.065416244600009 214.65309737590005 212.80230024750003 15.917243450850002 103.89008753490002 193.24048816455004 104.19926021995002 82.234557294150008 16.161386252450004 14.693728290050002 11.783123780850001 25.662597900150004 224.74008820395002 13.713273242250002 95.746747857800017 71.053259929650025 0.26805182810000011 19.224955043700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 8 -8 15 10 -10 12 -12 -11 -14 16 17 21 -18 -20 -17 -2 23 -23 25 -24 27 29 -29 -21
right_child=1 2 -4 -5 5 -7 7 -9 9 13 11 -13 14 -15 -16 20 18 -19 19 26 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10289546197518461 -0.039392750766405499 0.054855350201145139 0.056410514500887091 -0.1112418148814468 -0.082916210587177991 0.010589234406148675 0.089137888044886773 0.0052135409716259698 0.022608482624758133 -0.13205941581305847 -0.12514247938258571 -0.12122914310202051 -0.055840992896497577 -0.0031319524745784134 0.068889309022817508 0.067675706443999825 0.075888501925934715 -0.11143393404513641 -0.076014494583279996 0.030623375431839978 0.0091875672790349174 -0.10800657378667469 0.038443396677165231 0.069264361546571201 0.092692487340477248 -0.088532066401381782 0.032074475053744077 0.041387982961756054 -0.10025349051920199 -0.0027633679173106559
leaf_weight=0.52740659966366266 7.7858569839736509 0.78181377978762556 5.3563424367457628 1.4461002004682084 2.8647107506112652 2.2842349836719222 2.9255961434682831 4.8033635288011274 8.2525412533432263 2.5880320053547616 0.92559667699970205 1.9546479805139823 1.377168854698539 1.2815170858521012 2.0356741272844374 4.633846607233866 4.4052330721169701 3.3915835211519143 2.4306936832144848 17.876859574520495 18.602265141438693 1.4253806284978039 2.743572417297401 0.6159174108179285 2.5337415284011513 1.1080730669200418 11.076492690481244 1.2411976614966977 4.3578102854080498 134.61908724182285
leaf_count=208 295 17 65 100 59 46 41 69 78 53 30 43 42 14 20 79 36 103 37 604 734 155 14 29 25 86 61 13 197 1280
internal_value=-8.02724e-05 0.000130128 0.0242837 -0.0529554 -0.000602208 -0.0414342 0.000255951 0.0369809 -0.000940384 -0.024364 -0.00707296 -0.0459962 -0.0121006 -0.0893612 0.0185575 0.00103063 -0.00132384 -0.0282442 0.00167461 -0.000230548 0.0208515 -0.0108413 0.0155389 -0.0545189 0.0379352 0.00191405 0.000858333 -0.00132874 -0.0688542 0.00115051
internal_weight=258.252 257.725 7.58426 2.22791 250.141 5.14895 244.992 7.72896 237.263 18.4152 14.5456 6.29309 4.33844 3.86955 3.41284 218.848 195.611 19.6041 176.007 171.602 23.2361 16.2125 8.42669 2.0413 6.38539 3.85165 169.171 158.095 5.59901 152.496
internal_count=4633 4425 182 117 4243 105 4138 110 4028 280 213 135 92 67 62 3748 2935 707 2228 2192 813 604 309 184 125 100 2155 2094 210 1884
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=22 21 20 22 8 22 6 21 19 15 22 10 5 0 22 10 7 7 7 17 8 3 23 0 8 6 17 22 6 16
split_gain=0.431236 1.02895 1.39598 0.561465 1.12599 0.536701 1.76778 1.38446 2.66407 1.24038 1.29096 1.23981 1.2571 1.20225 0.945298 1.52422 2.25519 0.920988 0.855844 1.18643 1.39162 1.03876 1.44329 0.98957 1.17636 0.881207 0.823548 0.899234 1.22786 0.814983
threshold=-0.63026499999999996 15.294585115650001 40.574766824850009 -0.59614999999999996 8.543332867800002 -0.237895 16.245379570700006 4.1356549245000007 10.450843205950003 31.890196708700007 -0.59087999999999996 75.629015667650023 16.222050829800004 86.264556031700025 -0.16262999999999997 62.084563606450011 19.164717746300003 23.322419822750003 21.833224794850004 199.73283952805005 4.046841884750001 94.227769014100019 0.10249000000000003 85.619326080400015 8.2435668022500028 15.695366719750002 182.02915412410002 -0.090369999999999992 17.645412282250003 18.924955745200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 11 -9 10 -8 12 -5 -11 15 16 -7 -14 19 20 -16 23 -23 24 -20 -22 27 -27 -29 -17
right_child=3 -3 -4 5 -6 14 9 8 -10 13 -12 -13 17 -15 18 29 -18 -19 21 -21 25 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.013042922499133991 0.065417391111530651 0.0466078144196925 -0.15738381579269239 0.10165254001115503 -0.049910602195193762 0.021058068343588809 0.1147588512979054 0.075208755700190033 -0.11668578833602024 -0.019859639505500723 -0.11170962289448978 -0.10725312381999166 0.03754167700620939 0.088054079901004112 -0.11075991617155517 0.033377726536046891 -0.12715832122140142 -0.097993175617877501 0.022031518963539217 0.10406164772328429 0.10391751147860957 0.059542742897029578 -0.044637886359697586 3.9657875330009644e-05 -0.099726723595338462 0.052857957756383724 -0.11382648731156553 0.021530053984107449 -0.1124662064103096 0.10303008898205668
leaf_weight=0.87775786384008769 3.2819664876442394 0.95311283972114313 1.0622841687873004 1.2858274460304513 1.1408486841246483 3.9583844768349072 0.32944750785827626 0.88173425270360883 4.0306735133053735 1.6035572508117182 1.0667083596927103 0.9134029361011925 1.0889259356772529 2.8983759433031082 2.1541993816499581 7.307201025367247 1.3860299875959752 0.92917186091653992 1.264017877634614 0.59589906746987242 0.54994433326646674 6.0124487029388538 1.7074026796035466 198.79958708706545 2.1316484773997217 1.4664221724960946 0.940955135738477 1.394307182403282 1.3421115463715976 2.1813509222120047
leaf_count=45 70 7 20 11 15 86 1 24 236 67 81 102 19 14 145 150 151 29 14 5 5 64 29 2931 70 27 18 25 147 25
internal_value=-8.70848e-05 -0.0384754 -0.0802755 0.000352522 0.035669 -0.000276752 -0.0185938 -0.0461611 -0.0822424 0.0240778 -0.0582704 -0.00413297 0.0243756 0.049616 0.000903676 0.0253323 -0.0173806 -0.0248612 -0.000755744 -0.0319708 -0.0422998 0.000499882 0.0365011 -0.00087465 -0.0544029 -0.0163982 -0.0292617 -0.0103289 -0.0441901 0.0493903
internal_weight=255.536 2.89315 1.94004 252.643 4.42282 248.22 15.0278 9.12974 4.91241 5.89809 1.39616 4.21733 3.30393 4.50193 233.192 14.833 5.34441 2.0181 218.359 8.44384 7.84794 209.915 7.71985 202.195 3.39567 5.69374 5.1438 4.20284 2.73642 9.48855
internal_count=4633 72 65 4561 85 4476 584 421 260 163 82 161 59 81 3892 412 237 48 3480 372 367 3108 93 3015 84 222 217 199 172 175
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=22 23 23 9 21 20 20 2 5 3 16 22 16 4 22 18 18 7 9 5 20 9 22 20 9 18 5 17 22 17
split_gain=0.434838 0.805609 1.8858 0.601156 0.962029 0.603387 2.8762 1.97181 1.66477 1.13117 1.83756 1.76238 1.16386 1.09098 1.05058 1.0229 1.76353 1.25385 2.15595 1.22221 1.51426 1.82491 2.0696 1.17026 1.1733 1.32037 1.16671 1.1422 1.17283 2.87244
threshold=0.63131000000000015 -0.17949499999999999 0.18642000000000006 27.033907557900005 21.779899400000001 43.182896969600009 43.067541470150012 292.59177727695004 10.36813655115 73.913779380400015 11.949972055800002 0.11873000000000002 22.674946976100003 376.61861354110005 -0.57826499999999992 12.899561312100003 13.055593598800002 22.532843451200005 187.55294863440002 30.133297129900004 39.656620114300004 189.68479361675003 -0.080234999999999987 39.525197829750006 193.49750438550004 12.743963501900001 13.252098438300001 219.10637853515001 0.17437500000000003 199.45200027940004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 8 -8 -5 13 -11 12 14 -7 -12 19 17 18 -17 20 23 22 -22 24 25 -10 -18 28 -28 -30
right_child=1 2 -4 5 -6 9 7 -9 15 10 11 -13 -14 -15 -16 16 26 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10354162540715567 0.092881601781243286 -0.083786833686421425 0.10366335075235665 -0.10214407951324354 0.071126601111332399 -0.024397054517181743 -0.11283339055733373 0.036123467128674237 -0.029595442556529485 -0.078501877101501194 0.094799394233643294 -0.092677636382671458 0.11085706950462977 0.08253812201788624 0.0076969815471479297 0.043305675005644861 0.035966573766489034 0.063089615157776613 -0.08993816625893622 0.050284814815188254 -0.11365183258888406 -0.14825698432602988 0.023797784366420851 0.11488764906603913 -0.077039577621889344 0.094524383504927881 0.00117044610482976 -0.06474673548991472 -0.0037590874328882716 -0.11952426494080547
leaf_weight=1.2672920637123741 1.4245747150853278 1.2561934537952759 0.93701935559511174 1.6032470541540522 0.41977442149072874 1.2843118510209013 3.7855323124676934 1.161302530672401 2.2835168002638953 2.4966559355380005 1.4421161022037186 1.6034105221042398 1.2100883852690447 3.7102662913384847 34.80631359532709 3.8338419181527552 8.3136786943650787 7.7975929263047874 1.7773098475299773 1.8844669948448416 1.89596287230961 2.041942028561607 2.5945928138680756 0.76023606956005085 2.0833068310748786 1.372017180547118 143.67171127174515 2.8908890265738583 8.8566467207856459 2.8276700377464286
leaf_count=257 11 46 19 454 6 113 76 24 122 170 12 70 8 71 722 76 203 52 16 64 40 51 52 3 24 26 1614 73 122 36
internal_value=-9.05284e-05 0.0343301 -0.00370138 -0.000589281 -0.0600808 -0.00018456 -0.00255587 -0.0778648 -0.000659882 0.0100761 0.00467219 0.00998829 0.0143829 0.0550407 0.0111623 0.00017499 0.0022607 0.0371494 0.00110122 -0.0249902 -0.0358755 -0.0698762 -0.034235 -0.00169993 -0.0171445 0.01699 -0.000547964 -0.0024663 -0.00130737 -0.0317749
internal_weight=253.293 3.61779 2.19321 249.676 1.68707 247.989 201.435 4.94683 196.489 46.5532 41.5586 39.0619 37.4585 4.99458 36.2484 194.885 179.969 13.4087 5.61115 14.916 13.0316 6.5325 4.49056 6.49908 5.73884 3.65553 166.561 158.247 155.356 11.6843
internal_count=4633 76 65 4557 263 4294 3128 100 3028 1166 982 812 742 184 734 2574 2192 144 92 382 318 143 92 175 172 148 2048 1845 1772 158
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=19 7 18 23 9 16 17 9 17 13 0 10 17 9 22 9 0 7 0 22 6 16 17 2 9 17 12 20 9 9
split_gain=0.446921 0.786874 1.7739 0.575899 0.520389 1.75153 1.26405 1.00179 0.770874 1.80872 2.63394 2.88695 1.62195 1.20581 1.1674 1.48486 1.29747 1.19791 1.11325 1.10202 1.05033 1.10517 0.757208 0.739473 0.956765 0.705973 2.4005 1.8485 2.30132 1.66977
threshold=14.651182102100002 23.822419043000004 13.431207332600001 0.4369650000000001 223.65407503400004 17.684958644900004 192.28474763930004 219.87257840710004 205.96542837505004 116.99094400460001 91.109157582800023 76.279622535200005 205.45998821870003 215.63980588275004 0.13747000000000004 184.36538191430003 100.35207663525001 28.105062539450003 90.189704902150012 -0.084259999999999988 14.195331671650001 18.764956119400004 210.59174899425003 355.90084126225003 53.361180680650008 201.39543491635001 104.24845815275002 40.890797847750008 205.22231928645002 200.84251237905002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 6 -6 8 12 10 18 20 13 23 15 17 -17 -13 -10 -15 21 -12 -9 25 -25 -1 -27 -28 29 -29
right_child=1 -3 -4 -5 5 -7 -8 22 9 -11 11 14 -14 19 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0019003307257972162 0.050036587520092102 0.064862487554971301 -0.06008539739529152 -0.060728066495800551 0.052943228949115344 0.061818141277967434 -0.10966314610493665 -0.088242622263067755 0.0026829880120505015 -0.1015957785582684 -0.1138130213745128 0.078192070122563642 0.1155768557515679 0.086913398188790958 0.071755178148966842 0.048097495809788962 -0.093656538532152667 -0.1054731727278766 0.10476483323156012 -0.0012108344497076106 -0.12082601701529949 -0.0046815874137336195 0.0031911336101848931 0.061723600935447778 -0.11291469164725432 -0.1359209773278143 0.03125181443953777 -0.037668185124651143 0.0090908730703175566 -0.16336929758006835
leaf_weight=181.61243848972663 3.2975075608119351 2.8855049591511488 2.6290456857532263 1.5977608336252149 0.75878435545018819 4.5457757757976651 1.2922184412454951 2.3001768651301968 1.8932865541428388 2.3291858322918406 1.4175869864411641 2.0623666908941218 1.2376716649159778 3.063033749233 2.3603223715326749 0.88149910978972945 2.4137877002358437 0.42898211500141759 2.4517017751932144 2.6439337093615896 2.9212907925248146 2.6866502054035664 1.4940432314760981 0.4237359298276705 1.2081507681286892 1.5957963312976087 7.0581287042878129 2.5480310183484089 5.1212263451889157 1.8056208901107309
leaf_count=3243 38 17 25 36 17 60 111 53 23 43 52 59 9 31 46 11 126 83 24 44 54 22 32 27 73 21 103 83 41 26
internal_value=-8.46878e-05 0.0220368 0.00118598 -0.000889699 -0.000492255 0.0272065 -0.0495057 -0.00127326 -0.000433098 -0.0183039 -0.00836394 -0.0280227 0.00144104 0.000758877 0.0124845 -0.0116915 -0.0557369 0.046567 0.0602837 0.0460871 -0.0749959 -0.0423751 -0.0522389 -0.000525735 -0.0675681 2.20011e-05 -0.0187949 -0.00748968 -0.0363494 -0.0898011
internal_weight=250.965 8.81206 5.92655 242.153 240.555 6.59678 2.051 233.959 230.164 21.8467 19.5175 15.1725 208.318 207.08 8.14696 5.78664 3.29529 2.49135 4.34499 5.70697 7.02553 4.10424 3.79422 201.373 1.63189 199.741 18.1288 16.533 9.47488 4.35365
internal_count=4633 80 63 4553 4517 188 128 4329 4244 543 500 453 3701 3692 325 279 137 142 47 75 128 74 85 3617 100 3517 274 253 150 109
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=6 5 15 7 16 7 16 2 22 23 23 6 21 20 20 21 8 9 9 21 21 3 17 21 9 5 6 6 23 17
split_gain=0.533883 0.761978 0.971825 0.682415 0.527093 1.52203 1.12817 1.20649 0.658747 0.760159 1.46033 0.648488 1.75165 0.877789 2.47947 1.65395 1.27012 1.55977 1.40131 1.4799 1.90413 1.78513 1.3685 1.25899 1.42516 1.22381 1.37134 1.8278 1.61901 1.48237
threshold=1.8500432259500001 1.6209823962500003 10.623212892000003 20.253927392100007 9.7049773055000017 25.764895874800001 11.864972254500001 312.25197865035005 0.63131000000000015 -0.16179999999999997 0.18642000000000006 4.9151148409000003 20.581461612800002 43.182896969600009 43.067541470150012 8.2961335722000005 5.1459841250500009 59.706428165300004 186.70853236170004 5.4349223666500004 15.399605826300002 93.733092718100025 183.32030055335002 16.027392061700002 199.89081775665002 13.252098438300001 13.665319288000001 13.825323026450002 0.077080000000000023 213.19841255780003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -6 11 -10 -11 12 -8 14 16 -16 17 -13 19 22 21 -21 -18 25 -25 -20 28 -28 -27 -29
right_child=1 2 4 -5 6 -7 8 -9 9 10 -12 13 -14 -15 15 -17 18 -19 23 20 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.10258587996695692 0.10459318559859705 0.10085540646046268 -0.10757077322014802 -0.10715741038987686 -0.089887731145369049 0.069911030755813952 -0.103722135062416 0.03245201729371653 0.10844995361112189 -0.076598801316736312 0.10317128544769466 0.022122840466081553 0.061936682216966438 0.014298378674265325 -0.11810434653199001 0.0063804885102658514 -0.0010990111157828727 -0.10731670022211962 0.044454858871214378 -0.076744796096347642 0.06692627180421741 0.020230780381586041 0.082236175969276515 -0.12653430170853924 -0.0047939859648707108 -0.11499867743739998 0.055430350748277374 -0.00060563099035581798 -0.018328292259982129 -0.082517285088175907
leaf_weight=0.50714246489223924 0.69618458300828834 0.17987912194803257 0.58337880217004512 1.2798714375821871 2.7303462920535817 2.813402580388356 1.8780080472351977 1.1437933733686803 1.2086486369371416 0.98185853241011389 0.83714181371033192 1.5276569558773183 0.96692197863012541 39.028161551395897 3.0203183138510203 1.6505890821572391 2.8918849658221024 2.3833628567517735 5.7569691366516045 3.6353335278108698 3.0948371533304453 3.9724503168836236 6.1851300033740699 1.7155229225754731 2.188085968606174 2.045302345417439 5.7860456481575957 134.42901006725151 11.326486211735753 2.2462782450020304
leaf_count=188 8 2 61 282 334 110 285 32 8 25 19 51 16 699 72 25 29 363 99 32 19 29 79 20 25 63 43 1317 248 50
internal_value=-8.806e-05 0.000121386 -0.000172495 -0.0815248 0.000310193 0.0394295 -0.000237471 -0.0537684 0.000631141 0.0469796 0.00613513 3.58503e-05 -0.0474188 0.000615561 -0.00213915 -0.0741143 -0.000362103 -0.0567572 0.000828367 0.0259844 0.000794081 -0.0261084 0.0556861 -0.00217826 -0.0582953 -0.00082261 -0.0024953 0.000378709 -0.0331147 -0.00195186
internal_weight=248.69 248.183 247.487 1.45975 246.027 3.39678 242.63 3.87414 238.756 3.02765 1.819 235.728 2.84493 232.883 193.855 4.67091 189.184 3.91102 185.273 19.7796 10.7026 7.60778 9.07701 165.494 3.90361 161.59 155.833 142.461 13.3718 136.675
internal_count=4633 4445 4437 284 4153 171 3982 366 3616 52 44 3564 301 3263 2564 97 2467 414 2053 188 80 61 108 1865 45 1820 1721 1410 311 1367
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=15 22 16 9 20 15 22 9 6 22 13 6 4 10 9 9 17 17 23 20 15 16 0 2 7 16 18 18 17 15
split_gain=0.44043 1.76685 2.64646 1.23539 0.749306 0.717596 2.59788 1.7812 2.14202 1.50334 1.96183 1.17807 1.77004 2.53323 1.54178 2.2097 2.07666 1.66142 1.43923 1.38105 1.34149 1.34141 1.32885 1.35551 1.59299 1.43265 1.23847 1.12108 1.79968 1.01329
threshold=46.723315192750007 -0.082404999999999992 22.564947233300003 199.17419511990002 40.621691032550004 42.968808980200009 -0.06828999999999999 204.89606367675003 16.495385412050002 -0.047144999999999999 117.64961624655002 16.455384477450004 280.97264888340004 61.950140699950005 190.36745536595001 193.49750438550004 187.63270803470002 186.69708271700003 0.10787500000000003 37.572218886150004 41.54912092575001 22.794946695500006 86.866770652900016 108.63443756215001 23.666491602800004 22.624947093000003 13.258241318650002 12.964611930900002 184.89106522365003 42.33967733730001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 11 7 8 -7 -8 -11 29 14 20 16 -16 17 18 27 -17 -14 22 23 26 25 -25 -21 28 -13 -1
right_child=1 2 -4 -5 -6 6 9 -9 -10 10 -12 12 13 -15 15 19 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0037821631685077115 0.019114487995315475 0.066872458911780813 -0.11986221001046989 0.054494419776479008 -0.10968238827103183 -0.098276726744317394 0.10483884469542315 0.037986078541802984 0.0039414384559499499 -0.0073263070500499961 0.10195277351040909 -0.027608074018016557 -0.037403239525179849 -0.13229695311144152 -0.1041685360805143 0.060019978183468131 0.060379475698189911 -0.1460802081718568 0.098602971837074033 0.078127763113432905 0.11872209034425385 -0.092339426746579939 -0.062780801793025101 -0.1059770411936618 0.039982435879440663 -0.0083163319324052222 -0.024146634505791513 -0.16707925468852539 0.11582960486411685 -0.067877623366462123
leaf_weight=162.90299098586547 0.85858199349604525 1.0225503174588069 2.9441491030156612 3.234871247317642 0.95314814895391464 3.6619194704107958 3.647271566092968 4.3381167231127611 4.6574797905050218 5.2581948884762806 2.3892975533381104 5.9585623435559683 2.6366961654275651 2.928836295614019 2.9406057484447983 2.3799851499497917 6.5210206359624854 0.85196344554424364 1.2704971767961977 3.4616040728287834 0.69552703900262702 2.3043378372676662 3.9455461930483571 2.5986071401275677 2.9364350438117981 3.5598597507923841 1.7994932848960159 0.46394558693282295 1.0252218097448347 1.9974415441974986
leaf_count=3329 10 4 74 31 59 64 16 40 39 46 16 324 98 61 24 27 45 7 13 41 5 50 34 27 11 20 17 76 4 21
internal_value=-8.89542e-05 -0.0217858 -0.0717251 0.0174672 -0.0486453 0.000735735 0.0171471 -0.0139629 -0.0410516 0.0520107 0.0268156 -0.0011082 -0.0148469 -0.0644496 -0.00745561 -0.0225466 0.0168593 -0.0127949 0.000230061 -0.0121046 -0.00481557 -0.020435 -0.0113816 0.00274476 -0.020626 -0.0495249 0.0431461 -0.0165512 -0.00655138 0.00291415
internal_weight=246.145 9.0133 3.9667 5.0466 1.81173 237.131 23.9523 12.6575 8.3194 11.2948 7.64749 213.179 48.2787 6.26106 42.0177 25.9265 16.0912 9.57019 8.71823 22.9859 3.33222 20.6059 18.3015 14.356 9.0949 6.15847 5.2611 7.44773 6.98378 164.9
internal_count=4633 178 78 100 69 4455 221 143 103 78 62 4234 884 164 720 251 469 424 417 227 103 200 150 116 58 47 58 404 328 3350
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=6 5 9 20 20 22 15 13 16 19 16 14 15 13 5 2 3 5 22 0 10 5 8 2 7 15 20 9 10 10
split_gain=0.483739 0.646086 1.10622 1.047 0.945834 0.888261 0.696632 1.06496 0.812217 1.27959 1.11263 0.831649 0.861294 1.08744 0.979048 0.710777 0.701595 1.48304 1.3585 1.26087 3.68686 1.52074 1.44705 2.05019 1.29674 1.86657 1.22911 1.80039 1.13488 2.16817
threshold=1.8500432259500001 2.7155367820000005 36.083943265750008 45.711398460000005 42.620627117000005 -0.25572 10.623212892000003 85.718799031200021 13.534968349350001 11.850956171350001 12.919969787500003 354.56833066625006 18.019770707250004 95.811270852950017 5.3654262215500008 154.46567853970001 80.785478361850011 13.6045160441 -0.094409999999999994 95.746747857800017 71.053259929650025 16.316541761950003 7.943800736700001 73.064159960350011 23.781511574300001 23.949961253350004 35.887362732750006 183.62474066035003 70.816675614150014 70.311245485600026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -4 -8 10 15 11 12 13 14 -9 -10 17 18 -11 20 28 -21 23 -22 -23 -26 -19 -28 29 -18
right_child=1 2 6 5 -6 -7 7 8 9 16 -12 -13 -14 -15 -16 -17 19 26 -20 21 22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10235361237158865 0.061263735845421913 -0.10119868178468619 -0.077586617694247184 0.034367232903634595 0.096301335548555175 -0.11145350973421836 0.068643580347400132 0.098079671825360093 0.014306710013477714 -0.083356327609102734 -0.1139860928710706 0.034195268501011497 -0.10637809137489906 0.013343882403815505 -0.1089364863129485 0.074172578083073801 0.0016960855327374893 0.021761326303461438 0.03198235444260604 0.055097963805437369 0.12618555098015835 0.081372420353414368 -0.11097740491062712 -0.078956436653381173 -0.061240046334376345 0.014368014253177656 0.10654593222362743 -0.094432280470284749 0.074263707292340414 -0.091325961577201104
leaf_weight=0.46157043261336994 1.7158035123720754 0.36433725524693661 1.1355577315989638 0.50966631062328849 0.72500801214482635 2.3159516159212217 2.2997643591515944 0.26674464286770483 4.4939380914438498 1.2433954256703144 1.2782791111385439 2.5580013886792585 1.2854564109584314 4.0045281443744898 1.5914021013304589 3.5498253859113902 160.28551430435618 1.6625660657882688 5.7144472625805047 8.9344374402426201 0.73043186962604467 2.0524937659502056 4.1696956004016101 1.4628477442311121 4.1882253424264517 14.815686640795318 0.48957969248294819 4.9761861397419125 2.0979325808584681 2.5454497770406297
leaf_count=188 82 118 218 9 13 198 128 6 61 85 65 67 85 133 171 40 2016 21 89 105 2 7 197 86 33 121 3 174 16 96
internal_value=-7.72219e-05 0.000116679 -0.000317313 -0.0530417 0.0302464 -0.0851513 0.000550585 0.000925449 0.000261039 0.00156629 -0.0262866 -0.0147367 -0.0322473 -0.0159933 -0.0792185 0.0407264 0.000103711 -0.0214717 0.0113709 0.0016136 -0.00169816 0.0205286 -0.0763909 -0.0106376 0.00586051 -0.00229506 -0.0535287 -0.0764303 0.0011835 0.000241921
internal_weight=243.925 243.463 241.747 3.91496 1.08935 2.82562 237.832 236.697 234.397 223.413 10.9844 9.70613 7.14813 5.86267 1.85815 8.04376 215.369 14.0862 6.95784 201.283 171.292 29.9908 6.36298 2.19328 21.0564 19.0039 7.12833 5.46577 164.929 162.831
internal_count=4633 4445 4363 338 131 207 4025 3807 3679 3152 527 462 395 310 177 101 3051 372 174 2679 2413 266 285 88 161 154 198 177 2128 2112
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=19 8 22 9 10 9 17 17 13 5 10 17 8 17 2 22 9 7 9 22 9 0 8 23 20 2 12 17 23 23
split_gain=0.418613 0.62366 0.987687 0.484538 1.49801 0.793109 0.71713 0.618275 1.50664 1.95566 1.57726 1.32288 1.29567 1.91276 1.10847 1.04182 1.26016 0.984267 0.968678 0.961902 0.957348 0.883553 0.621273 2.22131 1.29579 1.81162 0.910179 1.46161 1.49153 1.74254
threshold=14.651182102100002 8.6432548896500023 -0.089569999999999997 223.65407503400004 78.728807892050014 219.87257840710004 210.59174899425003 205.96542837505004 117.39690118230001 21.363989181350004 76.279622535200005 205.45998821870003 8.6432548896500023 212.38791228795003 355.90084126225003 0.13747000000000004 184.36538191430003 28.105062539450003 215.63980588275004 -0.084259999999999988 53.361180680650008 100.35207663525001 8.8430989333000021 0.10385500000000002 40.040404835300002 67.992056490600007 92.791843202150019 181.57898176000003 -0.083149999999999988 0.083070000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 11 9 10 12 14 13 -9 18 16 17 -12 22 -20 -16 -18 26 24 -24 -26 27 -1 -29 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 15 -13 -14 -15 20 -17 21 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.016192562341186458 0.043135976744397612 0.045384802954783421 -0.065560949761018575 0.051261121984356242 -0.07353048113930423 -0.084754754468318039 0.0057765217571103351 -0.11595376155138891 -0.1120902566011889 0.065055014783625811 0.07320101597004823 0.10996838540227052 0.045900487029216355 -0.01097788798464322 0.053138533391536416 0.06890684011425055 0.029363400145717762 -0.10526584777122919 0.083058553702883772 -0.0010239618312803496 -0.12627963588493388 -0.089670801141710998 0.041327667497879361 -0.1358481437577036 0.0528314307282646 -0.16044735077031411 0.0028066601921786522 -0.1381306474381275 0.014599685239160233 -0.077479516689537356
leaf_weight=6.0831961921066968 5.2198540065437538 1.529028167948127 1.6885298294946549 4.9240909093059591 1.1954677758621981 2.1557592646859116 1.4727458994602782 3.9617685982957536 1.5573207046836604 2.94461740925908 1.8444434469565743 1.1034950474277128 1.1182620003819463 3.0891513894312084 0.39354974057641712 2.1172666528727859 0.87230549473315511 0.37122504149738222 2.8158712906879373 2.6325556663796297 1.2172396887326611 2.1869067793886643 3.0451400224119416 1.5342589109204707 0.69598073698580243 0.9310350688174367 172.81697318528313 1.4965463345870365 4.281107410846742 3.952864226186648
leaf_count=90 37 13 30 78 112 53 33 74 36 41 59 9 13 54 27 48 12 85 31 45 74 128 26 29 12 32 3192 19 30 111
internal_value=-9.05731e-05 0.0217906 -0.012838 -0.000883579 0.0268828 -0.00163314 -0.0480097 -0.000878741 -0.0176252 -0.00967577 -0.0238168 0.00077638 -0.0541016 -0.0699617 0.000179575 0.00965134 -0.014133 0.0432997 0.000844072 0.0424318 -0.082444 -0.0557293 -0.000318888 -0.0314497 0.00283297 -0.0692141 0.000705394 -0.0222579 -0.0462958 -0.0296046
internal_weight=241.249 8.43741 3.21756 232.811 6.11956 226.692 3.62851 223.063 20.0633 18.5059 15.5613 203 8.16918 7.05092 201.896 7.39215 5.27488 2.21567 200.286 5.44843 1.61079 3.05921 194.837 6.20641 4.67216 1.62702 188.631 15.8137 9.73052 8.23397
internal_count=4633 80 43 4553 190 4363 86 4277 550 514 473 3727 141 128 3718 332 284 144 3617 76 101 140 3541 99 70 44 3442 250 160 141
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=15 22 16 5 7 16 22 22 15 22 10 20 13 9 9 6 20 15 18 15 17 13 6 19 22 18 20 21 19 23
split_gain=0.38138 1.51422 2.33915 1.20478 0.626329 0.959779 0.591729 1.21814 0.576687 2.50469 2.31587 2.6967 2.64642 2.29285 1.59985 1.48036 1.81811 2.6649 1.89243 2.47741 1.87264 1.79565 1.34112 1.63098 1.56903 1.33505 1.08452 1.07901 1.06611 1.14968
threshold=46.723315192750007 -0.082404999999999992 22.564947233300003 25.704065249550002 23.727132803250004 23.044946110900003 -0.63026499999999996 -0.69416999999999995 41.29990759910001 -0.094409999999999994 61.944763783650011 41.741384785950011 117.49368567500001 205.93480238635001 195.46053662500003 16.455384477450004 38.396531328800009 30.404760455250003 13.220529463200002 36.548474543700003 188.27285108100003 117.67650082785001 16.425383776450001 14.351157895250003 -0.08725999999999999 13.063922652800002 41.935569238650011 5.7328850847000004 14.251149826300002 0.09721500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 -5 7 -1 15 14 -11 28 -13 -14 -10 21 17 -17 20 -20 25 22 -8 -24 -25 -18 -21 -16 -12 -30
right_child=1 2 -4 4 -6 -7 8 -9 9 10 11 12 13 -15 27 16 18 -19 19 26 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.056258276154896716 -0.028519944875303585 0.062566321633021282 -0.11793607812028345 -0.10661104079902282 0.11639269981575451 0.10609499112504857 0.0021058156330485459 -0.10720026301001395 -0.14094177799588073 0.059666064626049703 -0.019820509854416513 0.013217172349123311 -0.14627104769379964 0.019038476697889523 -0.078102296354397832 -0.11843547470752287 -0.017414415388604037 0.076132025483105395 -0.10659503412975531 0.0028166456300419375 0.043068929408944689 -0.088534697193508649 -0.03235459076450551 -0.0030437066736383159 0.093723216650461336 -0.14349019794200951 -0.067639282549449939 0.033101156363947309 0.081208651471632892 0.013071986762236414
leaf_weight=0.68346478370949659 2.6984664797782898 0.98147337604313944 2.6739185997284949 0.40192079835105721 1.2771164393052457 0.44924939423799515 140.44946157232334 1.3693613871000696 1.4731143154203881 11.10639267368242 3.0228839353658286 4.4272918570786697 2.8989656548947096 1.180784650146961 1.584304732969031 0.86443461244925757 12.392610309529118 3.7916927912738174 5.4943305319175115 6.1339305546134693 5.5796088124625376 2.09767036512494 2.3803177189547551 2.4768973365426064 5.1797313690185547 0.90097994823008853 3.3934123869985342 1.9422142852563409 5.0840234030038101 4.8280534446239471
leaf_count=19 49 4 74 40 7 4 3096 50 30 69 26 31 63 6 20 146 358 56 76 40 44 22 18 20 89 64 31 22 36 23
internal_value=-9.45655e-05 -0.0209196 -0.0694712 0.0158493 0.0721054 0.00565564 0.000670991 -0.0527786 0.00115079 0.0124808 0.0226033 0.00340573 -0.040324 -0.0984262 -0.0534182 -0.00107496 -0.0185835 0.0400095 -0.0266324 -0.0531179 -0.005552 0.00334866 0.00462945 0.0399432 0.0624194 -0.0259593 -0.0222781 -0.0168575 0.0321658 0.0480201
internal_weight=239.218 8.48215 3.65539 4.82675 2.12829 0.85117 230.736 2.05283 228.683 37.548 32.5484 21.442 8.50704 4.07975 4.99963 191.135 38.551 4.65613 33.8949 15.0217 18.8732 152.584 150.486 10.0369 7.65663 13.2936 9.52734 3.52652 12.935 9.91208
internal_count=4633 178 78 100 51 44 4455 69 4386 326 254 185 100 69 72 4060 815 202 613 147 466 3245 3223 127 109 422 71 42 85 59
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=20 19 20 22 15 23 13 7 5 19 8 22 17 9 15 15 17 17 0 15 0 22 3 3 18 22 6 0 10 4
split_gain=0.364603 1.10668 0.605566 2.60876 1.06867 1.60789 0.530425 1.17058 0.9648 0.747355 0.664448 0.598022 0.499662 0.908019 0.437069 2.81012 1.53976 1.65462 1.43004 3.52863 2.2598 2.24017 1.2686 1.36593 1.50296 1.33338 1.22399 2.11496 2.51982 2.0059
threshold=31.914316944300001 14.151141757350002 34.515670600900002 0.15915000000000004 31.028113015250003 0.09803000000000002 117.97223122220002 20.869210126600006 30.922794813800003 14.651182102100002 8.4434108459500017 -0.064729999999999996 162.04221493815001 58.084576609100004 31.264641197600003 32.145494189350011 201.81829107560003 200.68261045605001 91.625341543800019 36.136500007950012 90.321439350550008 -0.070854999999999987 82.441568570200005 81.850107781500014 17.108018746400003 -0.094409999999999994 14.845346859150002 92.168410086200012 66.859265246100009 376.61861354110005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 9 -8 10 12 -9 -11 13 -4 16 -16 17 26 20 21 -17 -20 23 24 -18 -26 -14 28 29 -28
right_child=2 -3 6 -5 -6 -7 7 8 -10 11 -12 -13 14 -15 15 18 22 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.13084860719430827 -0.079928229053679162 0.045142218178636284 0.041908532457023959 -0.11541389880914082 0.10038858935639783 0.091403231456220591 0.040551339974944048 -0.0075141276462928445 0.025780587015498114 0.0067351032319960804 -0.11606366420521326 0.065261337676972078 0.00043262086043445718 -0.10739234671115763 -0.090043113346965284 -0.0012100311318672338 -0.055119459694199471 0.08643055570381819 -0.082080842734358159 -0.11602666165951843 0.062483672237337667 0.023719773485318299 -0.053441480808753078 0.075533834029974101 -0.071980762150791563 0.037100196101216405 0.033546771953330272 0.063499528738911293 -0.14895845017320677 -0.11912462719084115
leaf_weight=0.78026265588414279 1.0694214656250545 0.65915094595402479 0.63545627609710109 1.010637223778758 2.893723901361227 1.1228831445332614 1.6207776218652714 0.75492216274142343 0.9796367622911929 4.0358117679134011 2.2286016130819917 3.076986636966466 49.082258415452088 1.1348103919444836 3.7117006197804576 98.778383638476953 5.1622543892590347 2.8559128071647129 2.6563851111568502 3.6599540146999052 5.9031661143526426 8.1147513221949321 7.0652482822770244 1.9764611795544613 1.3933096553082576 5.7256840764748631 7.1401207706658187 9.5266494490206224 1.0575764887034882 0.9785237933974712
leaf_count=212 80 10 49 22 21 23 50 9 10 29 69 28 1240 291 127 913 176 45 71 124 49 54 116 12 193 182 294 59 16 59
internal_value=-8.14405e-05 -0.0502571 0.000225434 0.0313308 0.0604902 0.00782655 -0.000601762 -0.0310447 -0.0603247 0.000158245 -0.0885973 0.0320535 -0.000889344 -0.0537992 -0.000453266 -0.0043566 0.00475992 0.011869 -0.0016865 -0.0311973 0.00238176 -0.00237285 -0.0187918 -0.00162147 -0.0140383 0.0157512 0.00872756 0.0304961 -0.0037677 0.0151456
internal_weight=236.791 1.43941 235.352 6.09667 5.08603 2.1923 229.255 5.58394 3.96316 223.671 2.98352 7.1128 216.559 1.77027 214.788 122.824 91.964 70.641 119.113 14.4311 104.682 10.7711 21.323 14.2577 12.2812 7.11899 67.7851 18.7029 9.17622 8.11864
internal_count=4633 222 4411 146 124 103 4265 138 88 4127 78 57 4070 340 3730 1338 2392 1713 1211 249 962 125 679 563 551 375 1668 428 369 353
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=8 15 21 7 20 20 22 23 23 7 22 20 17 22 5 7 5 16 6 23 7 17 9 23 7 7 20 22 8 18
split_gain=0.349536 1.28119 0.999786 1.00202 0.727465 1.34078 1.44592 0.787148 0.608361 0.822792 0.580203 0.722811 1.10732 0.725224 1.72 2.72517 2.43835 1.43531 1.2792 1.19515 1.12946 1.22432 1.06261 1.18369 1.03281 1.37079 1.07827 1.939 2.58611 2.80743
threshold=1.5487913386000003 21.086216674150005 21.779899400000001 24.021206791900003 49.292797572200008 47.927946529500012 -0.23381499999999997 -0.17949499999999999 0.072890000000000024 27.589407812900003 0.70681500000000008 45.921757303800007 190.78889055330004 -0.11534 21.612734424500001 23.322419822750003 21.836296031200003 12.604970524100002 16.415383542800004 0.088075000000000028 23.567644028800004 219.10637853515001 216.07042296730003 0.12140000000000002 22.093462376800005 21.946499523750003 42.081757894750005 -0.088274999999999992 8.6432548896500023 14.741741751300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -7 -6 9 -5 11 13 -13 14 15 18 -16 -15 -2 -20 -17 -22 23 -18 25 -19 -26 28 29 -28
right_child=4 -3 -4 8 7 6 -8 -9 -10 -11 -12 12 -14 17 16 20 22 24 19 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.073909139823944717 0.092428720652277835 -0.11261776159076675 0.095067440650912591 -0.10714436129770877 0.016802616509905839 -0.02027511494413527 0.07848147939055844 -0.12328190494737189 -0.087559565346646856 0.053868306678207717 0.051580238796018585 -0.10215535036406276 0.032464473821516703 -0.086885660270465764 -0.19935203804163371 -0.094136125369051804 -0.0091743277328457679 -0.025876385221451033 0.072547552040594848 -0.028980783694930123 0.013688216514237224 -0.10619738606561158 0.070906500380742921 -0.12849134458511338 0.004932724707482369 -0.17665940895330659 -0.1069975902866409 -0.0013906783888429188 0.041777579145146446 0.0029592489803202835
leaf_weight=0.86287428997456928 6.5161470014718379 1.2802785869716897 0.89822171069681633 0.47456141200382285 0.68275933805853128 2.2329006502404809 4.4119024130050084 0.97241772362030932 1.7309062056301625 0.95816762199683581 2.1347902659326783 1.6693974260706448 0.96377554070204485 2.0256711143010753 0.6997251883149137 1.145038273185494 11.756160338525657 5.1800983470166093 2.4121658112853765 2.2325438177213073 18.285517029638871 0.89347032018122163 1.5189315881580103 0.89472126588225442 109.13136606884655 0.68234798125922669 6.7072758597787452 38.54473763355054 2.6563479839824131 3.551526281516999
leaf_count=43 84 134 9 62 15 36 58 35 352 60 45 93 13 351 8 11 496 253 22 18 472 101 26 13 1128 9 129 475 28 54
internal_value=-8.04501e-05 -0.023498 -0.000329596 -0.0216105 0.000557132 0.00104037 0.0452956 -0.0654971 -0.0476632 0.000536241 -0.000298721 -0.000807997 -0.0528827 -0.000169727 0.010907 0.0241448 -0.0171228 -0.00321732 0.0638459 0.0237466 0.00234316 0.00810324 -0.00812408 -0.0176129 -0.00219911 -0.0434265 -0.000694092 -0.0126269 -0.046161 -0.0689313
internal_weight=234.107 6.20501 4.92473 4.02651 227.902 226.247 6.6448 1.65518 3.16364 1.43273 219.602 217.467 2.63317 214.834 46.3544 31.4849 14.8695 168.479 11.1609 4.64471 20.324 19.179 14.1698 12.6509 166.454 5.86245 160.591 51.4599 12.9152 10.2588
internal_count=4633 660 526 517 3973 3923 94 50 474 122 3829 3784 106 3678 1251 708 543 2427 124 40 584 573 535 509 2076 262 1814 686 211 183
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=15 2 23 20 22 15 22 22 9 19 2 23 16 6 4 10 9 9 17 17 23 15 20 20 16 7 15 13 18 17
split_gain=0.333288 1.43714 1.24387 0.816781 0.729701 0.538923 2.05629 1.55755 1.44394 1.86499 1.23533 1.14796 1.49459 0.722243 1.41674 2.13041 1.16449 1.7059 1.66332 1.23252 1.19827 1.0786 1.05594 1.00183 1.05866 0.938111 1.21179 0.966792 0.928095 1.53909
threshold=46.723315192750007 247.02271001585004 0.086955000000000018 42.409092016550012 -0.10040499999999999 42.968808980200009 -0.064729999999999996 -0.047144999999999999 204.89606367675003 14.351157895250003 226.19683278270003 0.10876000000000002 22.644947046300004 16.455384477450004 280.97264888340004 61.950140699950005 190.36745536595001 193.49750438550004 187.63270803470002 186.69708271700003 0.10787500000000003 41.54912092575001 41.835830569250014 37.572218886150004 22.794946695500006 22.812602664350003 37.050691080100002 115.86448004795001 12.964611930900002 184.89106522365003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 13 8 -8 9 -7 -9 12 -11 -1 16 21 18 -18 19 20 28 -16 -20 -19 25 27 -27 -25 29 -15
right_child=1 2 3 -5 -6 6 7 10 -10 11 -12 -13 -14 14 15 -17 17 23 22 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0022207576246861369 0.020610320883597485 -0.07923222938141955 -0.010747043734252441 0.075963929127004323 -0.11613476609646578 -0.11087866077810667 0.10955046729215662 0.057075420302017878 0.035490046667411256 -0.12919228492153656 -0.027458698739476584 0.045517684479220596 0.010337192758071894 -0.025625758213215711 -0.03327217503280578 -0.1279693716401433 -0.092272366406092446 0.058011128569960185 0.094616047189335584 -0.13446026316520737 0.095154558018264723 0.11419399054562436 0.011700058060838535 -0.039588845236200453 -0.083879713358703534 -0.072344325784430133 -0.0033911117285212451 0.055042661251294825 -0.16043677169675191 0.11336676983492065
leaf_weight=156.18771223114163 0.49742049886845086 1.2895107246004043 2.1725645763799548 2.1727142536547035 1.8108890939038236 2.3989905968774128 2.9658384472131729 4.3488156981766206 4.1726954802870742 1.2753458367660644 2.8692670767195523 2.4702176842838526 1.9286447847262023 5.7331277156481484 2.5020720259053628 2.4969852040521801 2.808246802538636 1.9989761654287601 3.3202136605978003 0.74373985826969224 1.1392210219055412 0.61862708861008275 2.8579673059284687 1.5276935994625152 2.0733165726996949 3.5816001724451771 8.8377619124948961 3.680657871067524 0.41505493642762292 0.92524917423725117
leaf_count=3350 22 46 25 18 67 44 14 28 41 24 34 10 26 324 98 61 24 27 21 7 13 5 24 47 50 35 45 23 76 4
internal_value=-7.95643e-05 -0.0202096 0.00701507 0.0326099 -0.0866674 0.00063464 0.0153383 0.0485405 -0.0122733 -0.0369601 0.0234722 -0.00570819 -0.0452024 -0.00100251 -0.0121256 -0.0591246 -0.00546544 -0.0189338 0.0163446 -0.0111892 -2.57208e-05 -0.00403944 0.0562599 -0.0094429 -0.0162872 -0.00833714 -0.0232764 0.0272857 -0.0153551 -0.00631133
internal_weight=231.821 7.9431 5.63479 4.34528 2.30831 223.878 22.4298 10.1839 12.2459 8.0732 7.21808 5.67421 3.20399 201.448 45.2605 5.61768 39.6428 24.5083 15.1346 8.95639 8.21265 3.1207 6.17818 21.7 19.701 17.6277 12.4194 5.20835 7.07343 6.65838
internal_count=4633 178 89 43 89 4455 221 76 145 104 62 60 50 4234 884 164 720 251 469 424 417 103 45 227 200 150 80 70 404 328
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=23 13 23 23 5 6 5 9 13 19 23 23 18 22 22 18 18 21 20 0 22 7 7 5 17 9 5 20 22 20
split_gain=0.345842 1.88097 1.71956 3.10495 1.63832 2.12423 1.82442 1.52324 1.22492 1.45462 1.18291 1.19693 1.15002 1.02627 0.980668 0.977861 1.23172 0.963162 1.01155 0.961353 0.946345 0.922083 1.47542 1.64029 1.3298 1.02806 1.10075 2.21666 1.92782 3.52581
threshold=0.080960000000000018 95.937628385050019 1.0000000180025095e-35 -0.10696499999999999 20.452758643300005 14.865347326450001 17.089764221050004 210.25104900155003 106.01665791610002 12.551012654050002 -0.23921499999999998 -0.245505 17.370891598500005 -0.040509999999999997 -0.24150999999999997 15.105469479800002 15.481271036150002 20.581461612800002 48.96897326980001 71.249517373150013 -0.26416999999999996 22.040683815500007 20.797746106000002 22.665750084250003 171.58888147770003 56.26909282270001 21.836296031200003 43.426369480700011 -0.095854999999999996 42.580420142950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 15 10 9 17 11 14 21 -13 -1 -5 -17 18 -4 -16 -6 22 24 -24 -3 -23 28 -28 -27 -30
right_child=1 12 8 4 20 -7 -8 -9 -10 -11 -12 13 -14 -15 19 16 -18 -19 -20 -21 -22 25 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.11305999618666014 -0.077637520990739006 -0.072413051401055278 0.014106933778052581 -0.069115348972091997 0.022252450104174964 0.076091608252471243 -0.1583373514064379 -0.10019590469310609 0.045568864429552672 -0.11013996154584904 0.041067951767707389 -0.12791342347097118 0.055414129532747096 0.0075767895478374833 -0.11868670533066934 0.12186528467999964 -0.043795027624219419 0.097465855466288373 -0.10263616459639968 0.017204953205095901 -0.14212619052323519 0.075190214629611091 -0.14199866931264776 -0.02031815902208366 0.077165539520778398 0.012370813017672273 0.0044374287126928433 0.081468038918788177 -0.0064284910904493456 -0.065822738247893128
leaf_weight=0.64224259793991834 3.2646761796058845 0.93113176280166898 5.4949893688753964 2.2094613001681846 0.40821023500757325 1.5058170072734354 1.3612738241790792 1.2223176314728323 14.591774092055855 1.0868922780500723 10.344623505632628 1.2840485493652525 3.5381401581689707 0.99011528168921614 0.53782307187794032 0.80858951807022084 1.008741127385292 1.159014177508652 0.85811125161126245 16.248923423525412 2.4660099023021758 1.7698448013397854 1.9174934424227101 2.6237113913521171 1.6433238100726155 33.173038030741736 44.484993378166109 4.0781680499203494 56.054854045505635 12.163473177235572
leaf_count=75 552 76 269 25 13 10 28 45 209 108 361 32 63 20 89 2 58 13 160 289 164 45 98 46 43 459 450 32 650 149
internal_value=-6.89161e-05 -0.00248424 0.00616006 -0.00613999 -0.0553544 -0.0289107 -0.058256 0.00923354 0.0279261 -0.00201207 0.013685 -0.000691645 -0.000973253 -0.0689243 0.00821147 -0.0244231 0.0299126 0.0136324 -0.00166152 0.0128512 -0.11878 -0.00222927 -0.0374117 -0.0716969 0.0230658 -0.00057927 -0.00147354 0.0109062 -0.00740303 -0.0170186
internal_weight=229.872 165.643 64.229 41.0382 9.7681 6.89388 5.38807 31.2701 23.1908 8.59901 30.0478 19.7032 162.378 2.27416 17.429 4.02679 1.81733 7.51211 6.3531 16.7867 2.87422 158.84 7.11566 4.5412 2.57446 151.724 149.955 48.5632 101.391 68.2183
internal_count=4633 2663 1970 1211 300 123 113 911 759 550 866 505 2111 52 453 85 60 442 429 378 177 2048 263 144 119 1785 1740 482 1258 799
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=5 5 21 23 2 6 15 21 18 12 2 7 6 15 23 7 3 0 3 0 21 10 17 22 6 23 23 18 2 20
split_gain=0.340642 1.13332 1.00558 0.725971 0.563653 0.561436 0.52557 0.676662 0.617408 1.11601 0.956167 0.819711 1.3217 0.653715 0.764919 0.577246 0.602024 1.09254 0.692566 0.600611 2.80952 1.24598 1.43813 0.744701 0.949973 0.697206 0.613215 1.15732 0.586813 0.792995
threshold=7.754880527600001 5.3654262215500008 8.8671606832000016 0.079745000000000024 296.32908460740003 3.6650856341500009 11.870705757150002 17.123843457500005 17.108018746400003 358.96165787565002 149.35510112725004 28.043300357450004 8.5551998908500018 14.882823222300003 -0.38221499999999997 27.014969757650004 74.107348365850015 102.65877371115 77.271663585350012 97.886760529650019 5.9607024329000007 75.424692849750016 191.75825325995004 -0.14314999999999997 13.245309474550002 0.12001500000000002 0.08846500000000003 16.060787203800004 296.32908460740003 45.321989007550009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -2 13 10 -10 -12 -13 14 -8 16 28 18 -18 21 23 -20 -23 -21 26 -22 27 -25 29 -15
right_child=6 -3 3 -5 5 -7 8 -9 9 -11 11 12 -14 15 -16 -17 17 -19 19 20 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10224131780551488 -0.11397676597590634 -0.10417403135782588 0.06837312176945852 -0.10729655749616239 -0.10209030843463979 0.10711374179409189 0.098114218019145397 0.033618806244608411 -0.11029831559742989 -0.11190553274663362 0.066924855346677428 -0.10639898679447578 0.058513221207787264 -0.10662549564002353 -0.1088342314368767 -0.063987541238395201 0.067007438335860592 -0.091429086698300563 0.00029045091739682001 0.0548989733293688 -0.1063744821914612 -0.0096427448769666989 0.08243678580334235 -0.084651881480778721 -0.068297047448078144 -0.01349837777744156 0.035656893794618352 0.033381453293916466 0.10577913871449281 0.094553192306363151
leaf_weight=0.74484666000353117 0.87436901540786383 1.3510950768541077 2.1583244403591388 0.35647953758598294 0.43307972647016857 0.18226934969425201 0.21648918138816942 0.48176135012181476 0.41361470671836098 0.5342319948831572 5.2274589088046923 0.81535059047746505 1.2030943800345992 0.4003905380377536 1.0206042669597071 1.3881131861126039 1.5670288503170002 1.2930073514580716 181.74952195835067 2.5828210110776135 3.4986319113522759 2.9421839168062425 4.0051914760842919 1.5577128317672762 1.9293271638453005 1.0510890046134589 4.2194180509541184 1.779863668605685 1.0665063187479971 0.38369469810277224
leaf_count=308 157 279 70 49 81 1 5 14 43 35 80 91 39 36 92 49 11 77 2640 45 133 34 40 96 37 31 33 12 9 6
internal_value=-7.40775e-05 -0.0253096 0.00218802 0.0270379 0.0443029 -0.0401231 0.000519453 -0.0615439 0.000900561 0.0278367 0.0375834 0.0460248 -0.00810304 -0.000137324 -0.0726186 0.000286801 0.000711605 0.000206815 0.000779535 0.000274065 -0.0179509 0.00187917 0.0434415 0.00729375 -0.00566762 -0.084918 0.0103219 -0.021707 0.0574961 -0.00817804
internal_weight=227.428 5.22609 3.875 3.13015 2.77367 0.615349 222.201 1.35613 220.845 8.19375 7.65952 7.2459 2.01844 212.652 1.23709 211.415 210.026 208.176 206.883 205.316 16.6189 188.697 6.94738 12.0691 9.48632 4.54972 7.55699 3.33758 1.85059 0.784085
internal_count=4633 788 509 201 152 82 3845 171 3674 288 253 210 130 3386 97 3289 3240 3189 3112 3101 387 2714 74 223 178 164 141 108 51 42
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=7 2 3 9 23 3 0 7 8 21 20 20 12 4 9 18 23 21 5 14 7 7 23 15 18 18 5 20 13 3
split_gain=0.330045 1.18264 0.961574 1.20706 1.04709 0.77847 1.05133 1.02562 1.01162 0.700431 0.740296 0.943505 0.626305 2.47977 2.46465 2.90198 2.40465 2.06108 1.97387 1.45153 1.63004 1.78472 1.31328 1.31239 1.28874 1.22706 1.36251 1.14173 1.06456 0.942414
threshold=19.902030009200004 305.67240907785003 95.002044955650021 227.40597858270002 0.099855000000000027 94.227769014100019 85.619326080400015 22.435297587800004 8.2435668022500028 15.294585115650001 48.393869453650005 45.044778924400006 133.01805689090003 201.80971861865004 182.80199813410005 13.552878921100001 0.088350000000000026 12.156412995750001 21.556055031700001 168.77963633815003 23.225757870600003 24.176603375500004 0.094385000000000011 31.445204138150004 13.122774073950001 14.414681958350002 15.332427622700001 40.767054867700004 98.050756475600011 93.292185584700022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 4 -4 6 8 -7 -2 10 11 -1 14 -14 -8 16 24 19 27 22 -21 -22 -17 25 -16 -23 28 -18 -27 -15
right_child=2 -3 3 -5 -6 7 12 -9 -10 -11 -12 -13 13 29 15 17 18 -19 -20 20 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.042302361417503299 0.018081158309142763 -0.11379138506467468 -0.10174396863910969 0.10625806320969795 -0.0097840855026552695 -0.021796452190026849 -0.072011472949240415 0.071788304373434642 -0.099470786204870987 -0.035663618715731302 0.089592904126282777 -0.082523496985594205 -0.10874974986982784 0.0018635661817084849 0.035488067906745212 -0.013091624099252262 0.010019795226107136 -0.11170050730201275 0.062936342720677732 -0.11925708996652862 0.057889642729923765 0.099677996535429414 -0.10082639215761105 -0.11301258511752409 0.100158934002821 -0.10146967265518661 -0.03087099274465066 -0.065589385554225332 0.044973965294428528 -0.020277715193462977
leaf_weight=3.1128860126482309 1.1365905744023614 0.61301199530134898 2.5545224308734751 0.49726515635848034 2.4028687234967947 1.8102249330840994 3.6323904840392052 3.3165507840458304 2.0569884405704215 1.3123354894341899 2.3083683706936426 0.75176492403261352 2.2106469236314288 111.0481909105365 5.703899849206211 9.7738964476739039 5.0336838550865632 1.7171611100202415 4.3771814443171015 0.88318531401455658 7.9232804160565165 1.3075743950903387 2.066946296952664 0.9680017242208131 6.7020299732685089 0.54308234396739674 7.386610652320087 3.3107512779533863 5.7743522350210696 23.248177179601043
leaf_count=259 17 49 345 6 47 29 126 32 88 36 22 34 19 2373 33 147 27 35 26 20 58 8 35 67 106 198 84 23 46 238
internal_value=-7.72646e-05 0.0197447 -0.000815698 -0.0422719 -0.0571706 0.000251295 -0.000702962 0.0387442 -0.0576342 0.0306806 0.0447848 0.0180208 0.000189988 -0.00369858 0.00810034 0.012685 0.0390989 -0.00462444 0.00855002 0.000395556 0.014155 0.0190844 -0.0284067 -0.000156628 0.0704251 0.00712072 -0.00171065 -0.019979 0.0323848 -0.00196933
internal_weight=225.484 8.09837 217.386 5.45466 4.95739 211.931 206.805 5.12678 3.19358 7.48535 6.17302 3.86465 203.611 136.507 67.104 63.4716 25.1275 38.3441 12.7216 36.6269 24.7861 23.9029 11.8408 15.9796 12.4059 15.0116 13.704 8.34444 6.31743 134.296
internal_count=4633 400 4233 398 392 3835 3774 61 105 351 315 293 3669 2630 1039 913 215 698 76 663 481 461 182 403 139 336 328 50 244 2611
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=16 23 23 18 10 12 19 15 6 23 23 6 6 21 23 23 20 22 19 18 21 2 22 2 20 6 16 21 0 15
split_gain=0.326463 1.47066 1.22925 1.11097 0.876406 0.841136 0.794686 0.965939 0.924432 1.08803 1.57143 1.08426 0.894127 1.14901 1.34059 1.42792 0.862854 0.84343 1.30653 1.14242 1.12603 0.831532 0.761071 1.62616 2.47171 1.4448 2.10625 1.06398 1.1332 1.18744
threshold=13.534968349350001 0.079605000000000023 0.093635000000000024 14.693728290050002 83.602982482550019 178.58312952045003 11.950964240300001 19.935988437250003 13.115306437050002 0.083905000000000021 0.098085000000000019 11.630271739450002 13.825323026450002 10.899813468900001 0.11296500000000002 0.088075000000000028 39.032633164100012 -0.51760499999999998 12.250988447150002 15.808230359600001 5.2472773321000004 148.55984234940004 -0.11534 121.84632764400003 40.986363433950011 15.745367888000002 22.554947256700004 2.9212203061500004 71.249517373150013 40.957632625650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -5 7 -2 9 -8 11 -11 13 14 15 -10 -12 20 -19 22 -14 -21 23 -20 25 -25 -27 -26 -29 -30
right_child=6 2 4 5 -6 -7 8 -9 12 10 16 -13 17 -15 -16 -17 -18 18 19 21 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=-0.055834376850926792 0.058923757113219524 -0.10883180099573447 0.017110493302915055 -0.10153587151016584 -0.10791281901556782 0.037672095394388816 -0.057437304165244889 -0.0044919817694294732 0.015606100101018481 0.034744950686125646 -0.0098247519125986837 -0.063855750569056874 -0.079936493574834677 0.086616158554259484 0.088968768001490228 -0.096814350734425694 -0.11288773048889958 0.08983644626050051 0.040489443847429335 0.0014801311332145665 0.019114807981171239 -0.12940348818485026 -0.0020742373694535954 -0.14284613638383267 0.090064671178036668 0.050176537278464543 -0.10971207392701139 -0.079342449677408819 0.050850450940862303 -0.029708310047335429
leaf_weight=1.9968956999364289 5.0894659134792146 2.4156863284079 2.3045467097545047 0.46437580109341059 0.74096642398944812 6.6461649149568984 5.8796478533477083 4.5485099549405277 4.9104008059948665 6.8832833441265375 1.5644094578165089 1.3308925712481139 2.9411209702957413 2.6642831591889253 1.7310171946883199 1.4674853030592201 1.6897332158405332 1.6441576535580669 13.965815585863313 0.83163383975624938 1.8821664359420536 1.1659584511071441 132.56175852468004 1.6120071143377561 1.8148415926843871 1.6995068081887441 1.5991437658667562 1.3232124813366661 4.8932448548730463 2.9225692735053599
leaf_count=131 151 432 53 152 144 351 339 66 53 137 31 56 128 28 27 45 60 24 307 19 27 30 1541 26 30 49 37 76 51 32
internal_value=-5.87166e-05 -0.0145314 -0.0555613 0.0100718 -0.0133074 0.0285807 0.000951977 0.0289956 -0.000406379 -0.0224612 -0.00452951 0.0187693 0.00170014 0.0296416 0.010922 -0.0102607 -0.0633408 -6.16812e-05 0.00113583 0.000248688 -0.0412842 -0.0749143 0.00117327 0.0156047 -0.00630171 -0.0652538 -0.0273354 0.0201267 0.00623832 0.0207271
internal_weight=223.185 14.5686 5.4612 9.10744 3.04551 7.11054 208.616 9.63798 198.978 17.348 11.4683 8.21418 181.63 10.7732 8.1089 6.37789 3.25414 170.857 166.034 164.39 4.82329 1.99759 162.392 29.8303 15.8645 4.91066 3.29865 10.9539 9.13903 7.81581
internal_count=4633 1263 629 634 197 503 3370 217 3153 623 284 193 2530 153 125 98 91 2377 2222 2198 155 49 2149 608 301 112 86 189 159 83
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=5 21 5 17 9 9 21 9 23 23 21 23 3 3 6 22 7 22 20 20 19 7 0 17 7 22 18 21 22 15
split_gain=0.324406 0.973407 0.864727 0.633338 0.537822 1.57138 1.11125 1.47361 1.02358 1.27763 1.2629 1.22888 1.1365 2.40581 1.12689 1.6209 1.31546 1.10084 1.01632 1.01122 1.55887 1.33334 0.76172 1.03461 0.780583 2.71528 2.428 1.66351 1.44481 3.40086
threshold=7.754880527600001 8.8671606832000016 5.3654262215500008 201.39543491635001 186.70853236170004 185.98753508445003 16.027392061700002 199.89081775665002 -0.15544999999999998 -0.04931 5.2921303083500009 -0.25587999999999994 93.733092718100025 93.437362323750008 16.395383075500003 -0.23353499999999996 22.375171215700004 -0.237895 44.578137159850009 43.219899330700009 12.951044929850001 21.833224794850004 103.37390357390002 240.41195881570002 23.109894804950002 -0.086139999999999994 13.317304170000002 11.534227923400001 -0.096559999999999993 37.646552559600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 18 -8 11 10 -10 -2 13 19 15 -14 -16 -13 22 20 -11 -21 24 -24 25 27 -27 28 29 -6
right_child=4 2 -4 -5 6 -7 7 -9 9 12 -12 17 14 -15 16 -17 -18 -19 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10285965421187469 -0.015799747561898128 0.041033224771778225 -0.10378514804117411 -0.10580802910981438 0.019483789095120191 0.073295822126088483 -0.12548323396836489 -0.0005374791786631291 0.020063239227990179 -0.11500184254342574 -0.12916872475250193 -0.038617141771375235 0.064934405831588091 -0.11295751843213719 0.015756968683984827 -0.11723690449784799 0.10362919570854073 0.068943382190549948 -0.086307495860023953 -0.036904461476658927 0.0056598577813593218 0.062463255133948417 -0.10484329505746295 0.028337063559156619 0.0043652302860407131 -0.022072891172623607 -0.11681044360653355 0.076682591152313836 0.04518297998726075 -0.11141570551056675
leaf_weight=1.2213348377408682 3.9442570829414763 2.5529745822423147 0.64690552845422633 0.33191082594566967 6.1073997891508043 3.6679252226895178 1.6762077715247863 2.1606968540581875 0.88949064811458756 1.5677637287881276 1.5645233091490807 1.1164012089138848 0.84335764241404865 2.2353246612474313 5.4169171468820423 1.1605466150213013 2.4852224863134325 6.4426238685264234 1.3758815587498237 2.052233348833397 3.3771069135982543 3.9484101255657151 1.5562730132514837 0.93300103046931315 131.72721073857974 15.308388378587553 3.2859001667238763 3.6012061204528427 4.722096018726007 2.9403303537983447
leaf_count=482 219 139 105 62 73 44 23 39 163 85 130 58 64 23 126 43 18 109 79 63 46 83 292 63 1657 175 46 33 37 54
internal_value=-6.22125e-05 -0.0259045 0.000707506 0.0241389 0.000506172 0.0108607 -0.0018973 -0.0551219 0.00467873 -0.00647691 -0.0750776 0.0294478 0.000814979 -0.0184195 0.0264081 -0.0405688 0.0433928 0.0530576 -0.000706928 0.000887323 -0.0325958 0.0284793 -1.48666e-05 -0.0549262 0.000800252 -0.0122569 -0.0388145 0.0161709 0.000345297 -0.0230559
internal_weight=220.86 4.75313 3.53179 2.88489 216.107 40.7121 175.395 3.8369 37.0442 25.5409 2.45401 11.5033 23.0869 13.1808 9.90604 2.0039 7.90214 7.55903 171.558 10.9455 4.94487 6.00064 170.182 2.48927 167.693 35.9653 18.5943 17.371 13.7698 9.04773
internal_count=4633 788 306 201 3845 1274 2571 62 1230 844 293 386 551 300 251 107 144 167 2509 277 131 146 2430 355 2075 418 221 197 164 127
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=19 21 21 9 16 17 9 9 2 17 16 3 22 14 2 18 5 19 3 10 16 21 12 2 3 18 22 6 6 9
split_gain=0.360565 0.653323 1.23937 0.426163 1.14626 0.984618 0.602086 0.579345 0.479717 0.443359 2.24176 2.66173 2.38272 1.51136 1.14809 1.66058 1.00094 1.0933 0.946304 1.44808 1.61512 1.1197 0.91273 0.897891 0.779607 0.862795 1.01946 1.31673 1.2948 1.29354
threshold=14.651182102100002 1.0221947271500003 6.4178488307500006 223.65407503400004 17.684958644900004 192.28474763930004 219.87257840710004 221.38017838285003 282.08781659895004 201.39543491635001 22.644947046300004 90.988176966900014 -0.083330000000000001 162.62753922915002 325.13486840910008 14.122113655700002 7.754880527600001 12.250988447150002 88.813214339350012 68.846035804500005 19.559954260300003 7.1419463046500011 339.23570617260003 337.25756644740005 84.850427055100013 15.398663672050001 0.050115000000000014 13.775321858200002 13.705320222600003 184.83999455315004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 9 -8 -6 14 11 13 -13 -11 22 -16 -15 -18 19 -19 24 -20 -1 -17 25 -21 27 28 29 -27
right_child=1 2 -4 4 8 -7 7 -9 -10 10 -12 12 -14 16 15 23 17 18 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018934322473236024 0.07960420388538815 -0.042828879454467214 0.048866891820122244 0.051362881493534698 0.023508571026045637 -0.10751320224016735 -0.10278963209558867 -0.01355824508222285 0.09537633163489527 -0.13544468520357222 0.097353662426003684 0.0054478748333519258 -0.13365520583149557 -0.10423105873840965 -0.13560755205896083 -0.10994064274984804 0.067232502230681376 -0.080474226098542184 -0.019642652513673729 0.037954781870510268 0.09521725859831659 0.077448524733719284 0.090712161696147153 0.041689293455296483 -0.095208786006111643 0.040019753277571964 0.015578280780442103 -0.12294726299329393 0.066111082179172317 -0.091835405723884725
leaf_weight=161.78844365683472 1.5381008721888054 2.7419612244702876 3.1875811112113297 0.6553663651284285 1.959040074143559 0.96364176397764822 1.1141026984550984 2.0974525872443337 1.7661075610667465 0.85880996938795107 1.8155767936259497 1.9586713255848733 3.3163813389837733 0.9050172856150337 1.4849755367031314 0.52373240358429063 2.3921628278185407 2.7571705356240335 2.0715428516268721 3.4140534554608193 1.542618847452103 2.7842264957726002 1.1653337283059944 1.5355002462456466 1.0511797303333867 1.0795125435106441 4.7583542759530246 1.6358270472846923 1.3007669746875761 2.3940551675623283
leaf_count=3191 19 36 25 19 41 111 42 44 19 15 26 20 71 239 87 38 82 42 19 25 12 30 20 77 30 30 51 40 7 125
internal_value=-6.58061e-05 0.0215291 0.00646459 -0.00082976 0.0270494 -0.043201 -0.00155391 -0.044513 0.0575814 -0.000872714 -0.0109297 -0.0166747 -0.0820051 -0.00476872 0.00130396 -0.0550023 -0.000773 0.00267167 -0.00355843 -0.0132016 -0.00240292 0.036028 0.0025286 0.00312468 -0.0120353 -0.00603981 -0.0194883 -0.0455187 -0.0189895 -0.0508576
internal_weight=218.557 7.46764 5.92954 211.09 5.34416 1.61901 205.745 3.21156 3.72515 202.534 36.0359 34.2204 5.27505 28.9453 166.498 3.54421 28.0865 27.1815 24.7893 19.9335 17.1764 4.85577 162.954 2.05923 15.6337 14.5826 11.1685 6.41016 4.77433 3.47357
internal_count=4633 80 61 4553 190 130 4363 86 60 4277 864 838 91 747 3413 202 732 493 411 362 320 49 3211 115 308 278 253 202 162 155
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=13 5 13 2 13 16 4 13 2 20 22 20 15 21 18 9 2 16 22 5 2 22 7 21 20 3 18 18 0 7
split_gain=0.307045 1.40309 1.23164 2.3945 1.13561 1.10955 1.09318 1.08957 0.989984 0.898061 0.877744 1.27964 1.34643 3.61284 1.37321 1.0716 1.01941 1.20643 1.24075 0.979263 0.972966 2.75834 0.910242 1.35813 0.77019 0.766059 0.71697 2.62392 1.92062 1.70444
threshold=117.55283175385001 20.852055640250004 117.48293184245001 154.46567853970001 117.55820867010002 22.654947022900004 288.62150107035001 117.47755492620001 213.37240936950002 42.684965421050009 -0.095074999999999993 43.735142172100005 41.54912092575001 8.7680435256500022 13.258241318650002 190.07378137140003 100.92170827030002 23.044946110900003 -0.24275499999999997 23.714185006400005 151.08605618930002 -0.016679999999999997 23.156313609200001 2.5883591406000002 42.371983470600007 93.437362323750008 13.480563334700001 13.531614672700002 86.420486603250012 23.131311951800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 24 -3 6 -5 26 -8 -9 16 12 13 22 20 -15 -6 18 -18 -16 -14 -22 23 -12 -4 -21 29 -28 -29 -1
right_child=1 4 3 5 10 -7 8 9 -10 -11 11 -13 14 15 19 -17 17 -19 -20 25 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0034039444840147266 -0.051069689900320181 0.090068662153456602 0.021964307309801354 -0.15109015474450593 0.024449262547054554 -0.012962024281696349 0.0090770913918816459 -0.010100115568169761 -0.10867833595136943 0.099226158111266727 -0.015593781318758458 0.079286018134459083 0.030070570149150211 0.070900622463309526 0.084166526972658209 0.00085240128243698518 0.0018401265408544616 0.085965358684344462 -0.10432799895365504 0.054173342822347585 -0.1384964052952985 0.036149570211578268 -0.020778824801784654 -0.13508064082214766 -0.036706938920092087 -0.005988098692908974 -0.16375873263617835 -0.10837015743405982 -0.00087900023938902868 0.073025504248484571
leaf_weight=22.361674565792786 3.9118134118616572 1.7586493184790004 7.1847789473831671 2.1489093760028473 3.1051444876939041 2.2778932680375874 1.2728646537289026 1.1988907046616071 1.6259260769002137 2.0129270851612091 1.4315888648852695 2.8331072796136132 3.3328471221029785 3.7066365649225173 4.4391335537657133 5.3162487233057618 1.7561030965880489 0.59905490279197682 2.9497287484118715 4.5566014833748323 1.6842958845663818 1.9528855578973887 2.6977684057783335 2.8351983412867412 3.2492813100107014 3.9524442633846775 1.0173734598793078 1.6869695881032374 113.42129595753795 4.1724817818030706
leaf_count=746 33 25 34 28 44 18 9 8 49 59 20 16 24 19 38 35 70 11 102 22 40 17 26 50 29 65 20 39 2903 34
internal_value=-6.93387e-05 0.00655982 -0.0022092 -0.0270735 0.0111693 -0.0708959 -0.0970399 0.000818002 -0.0569717 0.0584174 0.00822632 0.0145836 0.00947836 -0.0121362 0.0268274 0.0296285 -0.0210572 -0.0476937 -0.0647086 0.0460918 -0.00896013 -0.044725 -0.0662441 -0.0949905 0.00369343 0.0262284 -0.000478781 -0.00386752 -0.00245434 0.0143519
internal_weight=216.451 52.8193 163.631 17.7597 48.9074 7.32559 5.0477 145.872 2.89879 3.21182 47.1488 38.7388 35.9056 15.9874 19.9182 9.02289 8.41003 5.30489 4.70583 12.9482 6.97003 3.63718 6.96456 4.26679 10.4341 8.50905 142.66 116.126 115.108 26.5342
internal_count=4633 657 3976 167 624 104 86 3809 58 67 599 372 356 150 206 54 227 183 172 125 81 57 96 70 63 87 3742 2962 2942 780
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=19 8 22 9 16 20 4 8 2 22 22 14 8 14 22 16 21 22 17 17 21 20 20 21 4 16 16 17 18 3
split_gain=0.355151 0.474396 0.798012 0.36809 1.01755 1.0827 0.578364 0.531164 1.1118 0.601587 1.03015 0.536138 0.72279 0.532362 0.515503 1.17796 1.29766 0.98851 0.972791 2.12803 2.40329 1.47077 2.3265 1.98199 1.28613 1.15749 1.4802 1.90271 1.47816 2.67726
threshold=14.651182102100002 8.6432548896500023 -0.089569999999999997 223.65407503400004 22.544947280100004 41.741384785950011 274.12249728105002 8.8430989333000021 151.08605618930002 -0.051199999999999996 -0.13734499999999997 456.46409834535001 8.2435668022500028 448.24445303175008 -0.11534 22.634947069650003 6.7841715403000018 -0.11051999999999999 188.27285108100003 189.72816303425 16.464809133250004 42.455548714850003 44.279556297950009 21.089366969400004 169.78554988275002 15.954962690350003 22.624947093000003 191.56943241645004 13.781134552700001 90.988176966900014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 6 -5 11 9 10 -9 13 -13 14 15 -1 -17 -16 21 -20 25 -19 23 -23 -24 -21 27 -27 -29 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 17 16 -18 18 19 20 -22 22 24 -25 -26 26 -28 28 29 -31
leaf_value=0.013307920497401697 0.041326479186955971 0.048317164282031866 -0.062210001436802859 -0.058658944880581043 0.087376751298061717 -0.089333614379183759 0.060321759627105287 -0.05245139951190643 -0.12251782936300702 -0.07196249745950821 0.046150125748668822 -0.015795990388099122 -0.13953084465676011 0.073028741556361285 -0.084061978364197987 0.013006367601190739 -0.11567165221332552 -0.0059523655994191222 0.049598657781792607 0.027593920621927184 -0.1209275667008954 -0.12035025169518357 0.077204744516051582 0.084157278600859295 -0.050692318088593924 -0.074989749832947539 0.020481398727797723 0.018533970925638438 -0.0065679820646492044 -0.079300161955848075
leaf_weight=42.609656286556856 4.5552619555965057 1.1973521336913111 1.4374832636676727 0.53358987349201914 1.7553950645960865 1.0747207246313335 1.7434806712626594 1.7840374759398394 1.0712431590072808 1.2729332757880909 2.6092750113457437 1.9326978346798562 0.62468301597982634 0.99493712629191478 1.4966646977700282 1.5955589493969449 1.5402390705421565 29.77972094908182 8.8037931724684295 13.406282853364244 1.6626999431755383 4.3036531764955717 1.5578893041238191 0.53253593295812596 1.5874185500142628 4.3754564842674872 18.943806043942459 16.739703661762178 37.060220872168429 5.8614653423428527
leaf_count=1579 37 13 30 22 22 71 75 38 36 34 34 142 12 42 32 56 19 468 89 371 36 258 7 4 104 40 182 175 522 83
internal_value=-5.80359e-05 0.021791 -0.011983 -0.00081603 0.0256975 -0.00660503 0.0324408 -0.00148589 -0.029092 -0.0114291 0.00610999 -0.000534062 -0.0460203 6.91252e-05 -0.000309231 0.00895469 -0.0501976 -0.00320964 -0.00237287 0.00250278 -0.00172592 -0.0161696 -0.0542909 -0.0978309 0.0126558 0.000330339 -0.00407434 -0.0113386 -0.00667053 -0.0165004
internal_weight=214.444 7.1901 2.63484 207.254 5.10719 3.35179 2.27707 202.147 6.73749 5.66625 4.39331 195.409 2.55738 192.852 191.857 45.7455 3.1358 146.111 144.615 106.853 98.0496 37.7612 7.9815 4.83619 3.14531 96.3869 82.9807 64.0368 59.6614 42.9217
internal_count=4633 80 43 4553 190 168 97 4363 142 106 72 4221 154 4067 4025 1654 75 2371 2339 1498 1409 841 373 262 111 1373 1002 820 780 605
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=20 7 8 20 13 7 8 20 18 7 19 7 21 20 6 0 22 19 2 17 23 23 23 2 22 4 13 22 21 21
split_gain=0.304813 0.972072 0.634227 0.441419 1.6246 2.60446 2.0307 1.49971 1.48615 1.32604 1.11816 1.52334 1.02613 0.861005 2.4004 1.77557 0.788111 1.49458 0.618827 0.610521 0.550544 1.24039 1.6268 1.19714 1.1993 1.1475 1.05151 1.04984 1.23418 0.895921
threshold=31.914316944300001 22.703933514050004 8.2435668022500028 36.558960102350007 113.98793627290001 22.747724408400003 8.2435668022500028 37.041406607950009 13.360173059150002 24.068567769550004 14.351157895250003 24.996614930650004 1.0221947271500003 37.572218886150004 14.965349663000001 97.32487278035002 -0.0309 14.051133688400002 118.20523333310003 173.77968723070003 0.080960000000000018 0.070640000000000022 -0.098985000000000004 65.896304893200011 -0.14704500000000001 169.78554988275002 95.937628385050019 -0.26416999999999996 4.9790488931500008 2.9212203061500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 19 8 -5 -7 11 -10 16 14 15 -9 17 -11 -18 -2 21 22 -15 24 -22 -23 -25 -24 -29 -27
right_child=3 -3 -4 7 -6 9 -8 13 10 12 -12 -13 -14 20 -16 -17 18 -19 -20 -21 23 25 27 26 -26 29 -28 28 -30 -31
leaf_value=-0.10128935850131567 -0.1038542348075356 -0.14102368942969962 0.10634066759736471 -0.19132908855620009 0.0728441395790385 0.053226609694360161 -0.20972046975115874 -0.15941165464221471 -0.14180378234342611 -0.12017490910152506 0.054188875434358567 0.020084344647402996 -0.11124841672167202 0.0081531478635166067 0.11059288154853658 0.029293854982353991 0.087741008028490136 0.054116496237339655 -0.011674405321222657 0.089432619925534973 0.060967479875623259 0.097779483670864517 0.062674550969496812 -0.067726789703589724 -0.082356949696858764 0.059542320733677115 -0.0012886974094285016 -0.030831560112798213 -0.12820284687573699 0.0058466704684928825
leaf_weight=0.22376970684854203 0.26745376260078291 0.60077996925247135 0.42947722226381302 0.72017734148539503 3.8463879148475817 5.1230784973595274 0.98454925045371056 0.73705325450282488 1.3282822987239349 1.1307984422164734 1.0231823399662969 1.0335281263687646 0.96334764217317559 24.442074584396327 2.4679003364872187 1.541341344011016 1.298410712741316 0.87094715237617482 1.2092618357855824 0.4201029070536606 0.70617378689348687 2.1314419949194443 0.77632019878365088 2.426645385741721 3.3699462006479726 4.1910031031875432 130.07690850802464 4.2323254154762244 1.8799031759845091 12.017722386110107
leaf_count=77 41 142 3 18 71 43 9 17 35 82 8 31 72 709 27 49 19 3 30 21 10 23 15 388 116 155 1706 99 116 498
internal_value=-6.0349e-05 -0.0492165 0.035217 0.000231499 0.0161384 -0.0016406 -0.117627 -0.00108232 -0.0608851 0.016663 -0.0331323 -0.0709615 -0.0175643 0.000203039 0.0422623 -0.0317518 0.00244942 -0.0443418 0.0398004 0.0142457 -0.000868773 0.00814672 -0.00394383 -0.0041475 -0.0575265 0.0288011 -0.00250543 -0.0468666 -0.0607795 0.0197305
internal_weight=212.47 1.25403 0.653247 211.216 16.1143 12.268 1.67211 195.102 4.10517 10.5958 3.38499 2.36181 5.47277 190.997 4.74629 2.27839 4.50942 2.00175 2.50767 0.687557 186.25 49.6708 31.3306 136.58 4.07612 18.3402 132.504 6.88855 6.11223 16.2087
internal_count=4633 222 80 4411 391 320 71 4020 92 249 74 66 206 3928 93 66 134 85 49 62 3835 1615 939 2220 126 676 2094 230 215 653
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=20 22 20 19 20 2 3 3 18 15 3 0 8 7 7 17 5 6 8 0 16 10 8 7 0 2 21 18 22 18
split_gain=0.297672 0.893674 0.731201 0.63412 0.622655 0.442509 0.649972 0.385324 0.90799 0.813325 0.685342 0.867665 0.830926 0.683318 0.543046 0.58962 0.657808 0.534602 1.03495 1.5169 0.65826 1.12848 0.651946 0.800105 1.20129 1.06136 1.31945 1.02983 1.05874 1.52471
threshold=49.292797572200008 -0.15734499999999998 49.960114208400007 9.5507705853500013 48.823707093150006 253.84121610105004 75.357481396450012 95.002044955650021 12.678381831100001 23.180824130700003 94.227769014100019 85.619326080400015 8.2435668022500028 22.435297587800004 20.714163848350005 171.58888147770003 30.922794813800003 18.055421862050004 8.8430989333000021 87.525442894850016 22.724946859200003 61.86411003975001 8.7431769115000026 22.721067571950005 85.769879735700016 69.881082014850008 15.678076857950002 12.880535946600002 -0.027754999999999998 13.317304170000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 -6 -7 10 9 -9 11 12 -1 -12 15 16 -11 18 20 -20 21 -13 23 25 -25 -23 27 -27 -29 -30
right_child=1 3 -4 -5 5 6 -8 8 -10 14 13 17 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=0.015680395292235187 -0.07082855883874288 0.049217494862703534 0.052133907727207968 -0.1087870494566168 0.06804138368387741 0.087051343790676194 -0.072996890394271374 -0.10787635969388401 -0.075109606177047095 0.030996058288107343 -0.010344551479005822 -0.08774292220481536 -0.097105968729644665 0.067716593512492859 -0.0294672088679892 0.092725092728479286 -0.11306949825809808 0.053708024472845617 -0.11119377276971915 0.0051297559896267223 0.062929384468687941 0.070592123654771452 0.031276627939961173 -0.08866909351051401 -0.0018440309135574291 -0.080374108649017798 0.059934505260202359 0.013844278087896705 -0.15880579981720033 0.011970049620321003
leaf_weight=1.0352763421833509 0.6983228558674458 0.30857368346187186 1.5728292642743325 1.4361602817079981 2.2848990314814723 0.4182405521860344 0.64514462673105299 0.63549484536633638 2.2785747992456891 1.7653706084238372 1.8061053018318478 1.4342549452558149 1.7699492027750237 2.9578803677577525 1.9978628058452157 1.1954195011639965 0.3862937053781933 1.8728210255503643 2.0378020426724097 2.4918773538665846 1.7107461541891087 3.1555742025375393 6.9779544081538907 1.6114425094565366 143.23833915423165 1.5578827876597703 4.1265826551243654 15.097854469553576 0.91673872759564945 1.2166066530480746
leaf_count=15 31 26 69 188 29 10 39 157 321 106 31 14 88 32 36 32 47 21 35 38 16 20 52 36 2764 20 50 245 13 52
internal_value=-5.58045e-05 -0.0270207 0.014326 -0.0808424 0.000468279 0.0432408 -0.0100482 -0.000236258 -0.0213927 -0.000926258 0.000659727 -0.000278353 -0.0554818 0.0381223 0.0117897 0.0364158 0.00513161 0.000547793 1.12967e-05 -0.0472016 0.00119255 0.000603616 0.00131588 9.27163e-05 -0.00280995 0.0162197 0.00873244 -0.0025129 0.00452657 -0.0614156
internal_weight=210.639 4.01589 2.27115 1.74473 206.623 3.34828 1.06339 203.275 8.25902 5.98044 195.016 190.252 2.80523 4.76399 5.34495 3.34708 2.15166 187.446 185.574 4.52968 181.044 179.333 177.899 170.921 144.85 26.0712 22.9157 18.7891 17.2312 2.13335
internal_count=4633 314 100 214 4319 78 49 4241 699 378 3542 3479 103 63 221 185 153 3376 3355 73 3282 3266 3252 3200 2800 400 380 330 310 65
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=6 6 10 4 3 0 19 17 16 20 5 7 2 10 5 13 5 16 21 17 0 7 10 21 10 13 20 3 0 0
split_gain=0.30475 1.37446 1.04138 0.98534 0.940967 0.892349 1.49459 0.716652 1.01601 0.942707 0.697963 0.694338 1.03917 0.778412 1.1745 0.720322 1.49701 1.25316 0.887755 1.17962 0.781359 0.777249 0.772836 0.693446 0.651582 0.613126 0.600039 0.586803 2.78499 2.24749
threshold=13.665319288000001 13.775321858200002 78.196493182200015 296.43037955425007 81.699554126200013 97.615226258450022 13.351077205700003 214.22447330960003 22.594947163200004 49.064150740050003 8.3129063967000025 24.103872582350004 219.56639384385002 78.473404369650012 14.47989612135 98.050756475600011 13.252098438300001 9.7049773055000017 20.581461612800002 243.29790314680005 107.63242125250001 25.764895874800001 90.937096262400004 2.0043664108500008 76.279622535200005 102.46520472580001 48.823707093150006 85.589753040950015 94.625660817400004 93.308316333500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 25 7 10 8 9 23 -7 12 -4 -13 15 17 -17 21 19 -19 -21 -15 -23 -1 27 -3 -25 28 -6 -29
right_child=1 4 11 -5 24 6 -8 -9 -10 -11 -12 13 -14 14 -16 16 -18 18 -20 20 -22 22 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.064826256156493137 0.017161689953717092 -0.0092879249147394729 -0.10260803451474371 0.10446987042094076 -0.085184831259039126 0.046117602282654123 0.0062541928867216783 0.079945864209165995 -0.12075929485065157 -0.11887525866188907 -0.10417496004661381 0.061075951730919203 0.08019967222231178 -0.1115622045238589 -0.10970680373084939 0.065710539031429482 -0.016978394559633719 -0.094872452522498263 0.060891155390130604 0.10136962498554247 -0.1039814386325285 0.073964367116169535 -0.042949878767489014 0.0042493233718375748 0.070463755978275797 -0.1231353543860238 0.091584775741388735 -0.00038956460113997977 0.0013370373096487208 0.051158340964333637
leaf_weight=1.2678473093546889 3.3051066994667044 0.88987444783560832 0.36111656919820534 2.1229132581502199 4.4671123629668754 0.33628991135628794 2.47328020632267 0.84380463417619544 0.84727190155536014 0.68519020208623338 3.8076260111993179 1.8829402331612097 2.2385865155083593 0.36384227988310724 1.0389851704239834 3.9223303108010423 4.9556033401750028 3.488973054161761 0.5979220513254403 0.58369441959075619 0.27146911127056228 2.163370540569304 0.7654437945675453 6.0663901111111045 1.3385045670438547 1.0098927277140317 0.9038969725370406 124.87530890860944 22.251486629014835 9.0726843231823278
leaf_count=42 27 17 64 31 113 23 35 15 22 34 192 28 65 40 56 75 75 541 9 9 57 74 398 192 16 28 10 1923 341 81
internal_value=-5.12276e-05 0.00180069 -0.00791738 0.0513082 0.000161159 -0.026441 -0.0552624 -0.0084732 -0.0161092 -0.00617267 -0.0919783 0.00618472 0.0548064 -0.000124469 -0.00647303 -0.000205247 0.0195541 -0.021508 -0.0533499 -0.0690739 0.0361815 0.0262844 0.0434089 0.00320114 0.000981657 -0.0698078 0.0155749 0.000402805 -0.0131287 0.00310192
internal_weight=209.199 169.333 39.8659 5.42802 163.905 17.2316 6.6172 10.6144 9.7706 8.92332 4.14392 22.6343 2.5997 20.0346 18.1516 17.1126 8.87793 8.23472 4.94206 4.34414 0.855164 3.29266 2.92881 8.23813 162.005 1.89977 6.97029 160.667 26.7186 133.948
internal_count=4633 2577 2056 58 2519 565 250 315 300 278 215 1491 129 1362 1334 1278 150 1128 616 607 66 512 472 244 2474 45 202 2458 454 2004
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=20 7 8 20 22 15 23 15 2 23 20 22 7 5 3 5 23 23 21 13 15 16 22 20 21 23 21 7 19 19
split_gain=0.307101 0.806914 0.540464 0.390406 1.989 0.793705 1.05403 0.350214 1.31125 1.19595 0.585407 0.577439 0.67645 0.55242 1.93347 1.15629 1.00804 0.91681 1.40551 1.32974 1.49597 1.32897 1.32991 1.90685 2.74301 2.96226 2.0954 3.87624 2.21708 1.47489
threshold=31.914316944300001 22.703933514050004 8.2435668022500028 34.515670600900002 0.15915000000000004 31.028113015250003 0.09803000000000002 46.723315192750007 247.02271001585004 0.086955000000000018 42.409092016550012 -0.63026499999999996 25.566742778300004 21.836296031200003 87.399085362750014 21.612734424500001 -0.27118499999999995 0.079605000000000023 16.464809133250004 113.0174028878 29.171703351550004 22.674946976100003 -0.101255 42.720329370750001 4.6112647835500011 0.08376500000000002 2.5883591406000002 23.781511574300001 13.651101412550002 13.951125619400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 11 -9 -10 -11 12 -5 15 -15 16 -13 19 21 20 -18 22 -19 26 -25 -26 27 -24 -29 -30
right_child=3 -3 -4 7 -6 -7 -8 8 9 10 -12 13 -14 14 -16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-0.10116233911087834 -0.076851111306230346 -0.13867378461039784 0.10528403277523696 -0.1164444232130874 -0.10420819403329361 0.096328022174806724 0.082455139226858001 -0.092754724263012206 -0.095900697602776599 -0.0085004019930963685 0.06840078409793493 -0.091234314008719952 0.020091370146136357 -0.11216536765210533 0.01124277879660877 -0.059958365714850595 0.011643480174859389 0.018887715118290502 -0.072599574944013354 0.052748413052594603 -0.078924558403933961 -0.069404305559537208 -0.12936544847717013 -0.12956094970052517 0.051807770266485031 -0.05671660118787019 0.011936327813497575 -0.040009546418616281 0.11035961493945717 -0.011538552858436831
leaf_weight=0.19608894665725418 0.79956783665693298 0.54858671921829227 0.35892420634627342 0.8988294358132396 0.92330562215647649 2.3295163102447987 0.8642381782992743 1.9210500336484972 0.95302376383915532 2.0372006022371356 1.9255506615154443 1.2345282227033738 0.60853072151076049 1.2969296078663308 60.135592755774269 3.4524249741807571 18.462208907702014 25.156380475425976 2.9771766820922485 7.1642743665724984 2.0236870193621135 2.9078110791742793 3.2163244280964127 2.7988522431551237 3.8691394579072931 7.1874803572136443 40.322405290738971 6.4776514149634732 2.1728314701467752 1.8273276221007106
leaf_count=77 80 142 3 26 22 21 23 88 44 25 18 71 23 45 1109 45 750 584 67 116 63 31 28 117 47 173 532 217 18 28
internal_value=-5.54797e-05 -0.0526662 0.0323455 0.000226448 0.028067 0.0586506 0.00589804 -0.000454463 -0.0226991 0.0046781 0.0288669 0.000328701 -0.0613241 0.000811011 0.00863745 -0.0028522 -0.00130949 -0.000432348 -0.00493229 0.0156654 0.00269677 -0.00283238 -0.000751523 -0.0080307 -0.041126 -0.0187397 0.000458386 -0.0333384 -0.00386147 0.0546749
internal_weight=207.047 1.1036 0.555013 205.944 4.91663 3.99332 1.66381 201.027 6.83683 4.91578 3.96275 194.19 1.50736 192.683 61.4325 131.251 127.798 126.564 98.9134 27.6502 20.4859 95.9362 93.0284 67.872 13.8555 11.0566 54.0165 13.6941 10.4778 4.00016
internal_count=4633 222 80 4411 146 124 103 4265 175 87 43 4090 49 4041 1154 2887 2842 2771 1842 929 813 1775 1744 1160 337 220 823 291 263 46
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=17 9 9 6 21 18 9 22 22 22 15 19 22 15 22 22 23 20 16 10 22 20 20 17 13 6 5 7 23 22
split_gain=0.30708 0.418618 0.351793 0.812637 0.870265 0.818216 0.528747 0.856839 0.923256 0.886736 0.67308 0.544926 0.529168 0.506709 0.461873 0.417716 0.806401 0.394347 0.385536 0.932028 1.04354 0.389438 1.34855 1.60308 1.30095 1.80453 2.04705 1.91319 1.62073 1.01351
threshold=158.19986339130003 43.730860148300003 37.364870866050005 2.7350639043000005 2.7200266080500004 16.435318745950003 53.996381295800006 0.050115000000000014 -0.24150999999999997 -0.61402999999999996 11.870705757150002 12.451004585100002 0.70681500000000008 5.1773271655500013 -0.084729999999999986 0.27394500000000005 0.094595000000000026 46.645430295100006 9.7049773055000017 82.788379669050016 0.20852500000000004 36.558960102350007 37.041406607950009 193.82504409230003 113.98793627290001 15.345358541850002 21.324133279950001 24.068567769550004 0.08729000000000002 -0.0309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 14 -2 7 8 9 -4 11 -8 15 -7 -5 18 -17 -9 -12 21 -21 24 23 -23 25 27 -27 -20 -28 -29
right_child=2 -3 6 4 -6 13 10 17 -10 -11 12 -13 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 -26 26 28 29 -30 -31
leaf_value=0.073490351475385116 0.089628403070473733 -0.11071074121613522 0.092122494026804794 0.06536705067787528 -0.10664189003823728 0.079312958143647208 -0.11288270422741511 -0.10494146068626425 0.06758095008647419 -0.1094558215203999 0.052350209059717115 0.094467098262072502 0.061476814817922547 -0.10196581945919536 -0.11342376645096314 -0.094077465142053923 0.0101497240924685 0.046798071955421343 0.08107240202690745 -0.098509545636789542 0.10786390103852389 -0.15971920348879132 0.00072467233646268073 -0.016383379436494393 0.069680991660251476 -0.14029295802301311 -0.1232557971249106 -0.062096506879392083 0.092250536802131036 0.028834586925480674
leaf_weight=0.16172005423868441 0.90026642527663969 0.52036576180398697 0.33037816220894456 0.58848986975499429 1.655974352994235 0.21435115679923911 0.85042038002575182 0.61078748432919372 3.9982061333139418 0.64285272095003154 1.4199603172892228 0.14894290559459478 1.4036216526292253 0.54941120159492129 0.19150798546616021 1.3604259146959514 1.6337993785273281 0.23800963163375854 3.4923471881775168 1.6805326921494259 0.28684254828840483 1.1293877915013575 166.75023360442719 2.5241717903409153 3.4919220280717118 1.6719275070354336 0.52838480751961459 2.4060731046192796 1.0277506317943332 2.4986758283339459
leaf_count=32 24 218 10 50 228 35 137 112 111 54 53 6 35 195 43 52 26 4 34 289 2 30 2515 33 129 17 42 71 19 27
internal_value=-5.16663e-05 -0.0670373 0.000172057 -0.0288246 -0.0656206 0.0250411 0.000766115 0.0304653 0.0463194 -0.041027 -0.000123497 -0.0819797 0.000299688 -0.0510896 0.0214697 -0.000147777 -0.0372059 -0.0623925 0.0004396 4.64502e-05 -0.0684204 0.000772514 -0.000592124 -0.0606913 0.0161551 7.71539e-05 -0.063467 0.0245052 0.0190755 -0.0157726
internal_weight=204.908 0.682086 204.226 4.1 2.43597 1.66403 200.126 5.82023 4.97144 0.973231 194.305 0.999363 193.306 0.763762 0.779998 191.902 2.99423 0.848797 188.908 187.488 1.96738 185.521 170.404 3.65356 15.1171 11.6252 3.22806 8.3971 1.55614 4.90475
internal_count=4633 250 4383 575 321 254 3808 291 175 64 3517 143 3374 230 93 3339 78 116 3261 3208 291 2917 2578 63 339 210 78 132 61 98
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=9 9 0 20 2 22 23 19 22 16 12 17 3 20 16 14 18 6 17 16 10 3 17 5 21 21 9 2 14 4
split_gain=0.294587 0.521256 0.744569 1.01791 0.535849 1.07696 0.508613 0.399786 0.596769 0.526662 0.407038 0.487473 1.96128 2.49394 1.25465 1.17811 0.849578 1.13813 1.21571 0.785763 1.86185 1.01389 1.82807 0.968363 0.856678 0.75977 0.730645 0.580957 1.3303 0.729073
threshold=233.77854820110002 223.65407503400004 94.354126546200021 41.741384785950011 361.99740083035005 -0.038374999999999999 0.089835000000000012 14.651182102100002 -0.09715 22.614947116400003 371.73724940330004 201.39543491635001 91.80009132230002 41.444941515100005 22.644947046300004 162.62753922915002 14.881594619900001 16.245379570700006 205.09306577200002 18.684956306450005 75.981203682750007 79.086372823400012 218.22336811130003 12.451585980350002 6.5280300271500007 4.4906890396500012 219.46060697480002 325.13486840910008 436.29053260000006 395.41070928875007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -6 -2 10 -9 -10 11 26 14 -14 15 -13 17 18 -17 20 -18 22 -22 -24 -23 -21 27 29 -29 -1
right_child=6 2 3 -5 5 -7 -8 8 9 -11 -12 12 13 -15 -16 16 19 -19 -20 25 21 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011552890122614164 -0.1142386720054675 0.07516279698011108 0.041396684714921583 -0.11025140245298454 -0.11196416591384864 0.033944919874220124 0.042347483555715118 -0.032188241548178453 0.080884756205751612 0.014126310247422821 0.040201075548058685 -0.13041296354539364 0.019040843648476597 -0.15322420705656989 0.094443560221217998 -0.023589133335373578 -0.093449829825461503 0.017615018920411778 -0.13226073385841217 0.059749574024457776 -0.10689228653294934 0.082360519260104792 0.065869921027657402 -0.080864684739360315 -0.017366774347900595 0.0024164092198444825 -0.084008246833391267 -0.12274698547803263 0.0606885823166258 0.049388616808376341
leaf_weight=149.46177177756908 0.57007347533362818 2.2018456575460723 1.3257590207504106 0.66446653698221769 1.2112832927523416 0.8686223316763052 0.32609007906285115 1.4260927652940152 1.9940808359533537 2.9008126193657517 2.3876491986302417 0.76911346847192419 1.4133626339025789 2.0731232652906328 1.2400455884635437 2.6059968010522452 2.2683351488085481 2.5656395279802382 1.7016058145090935 3.9724983940832299 1.6357032752312077 2.4215053401712798 1.832897004685947 0.59599649807205413 1.336941981280688 5.5275428474415094 1.0053983501784376 1.0931286910781626 0.61934701976133499 3.200954413303406
leaf_count=3019 61 31 51 32 93 40 20 13 17 43 50 15 23 44 19 36 99 33 38 30 242 25 109 33 40 41 40 63 47 186
internal_value=-5.35641e-05 0.000199831 0.035095 -0.00923329 -0.000538488 -0.0510288 -0.0572611 -2.83277e-06 0.0247375 0.0413224 -0.000827079 -0.00134998 -0.0125974 -0.0833909 -0.00392905 -0.00840828 -0.0048626 -0.0351123 -0.066517 0.00574987 -0.0136814 0.00944795 -0.0251701 0.0298645 0.0468859 0.0263906 0.000963502 0.0015169 -0.0564043 0.00216662
internal_weight=203.218 202.322 4.19207 1.99023 198.129 2.07991 0.896164 196.05 6.32099 4.89489 189.729 187.341 31.9603 3.48649 28.4738 27.2338 26.4647 6.87324 4.3076 19.5914 10.0914 7.82304 4.0646 2.42889 3.75845 9.50004 155.381 154.375 1.71248 152.663
internal_count=4633 4552 114 83 4438 133 81 4305 73 60 4232 4182 827 67 760 741 726 107 74 619 548 449 384 142 65 71 3355 3315 110 3205
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=5 5 23 3 6 10 21 19 23 17 19 5 20 14 13 16 18 13 13 18 13 21 23 16 0 22 10 12 5 15
split_gain=0.252311 1.41126 1.10289 0.951538 0.849578 0.988507 1.05499 0.683329 0.628634 0.658064 0.500525 0.599111 0.480639 0.471167 0.818416 0.724587 0.700858 0.527263 0.970362 0.946182 0.739596 1.08465 1.50969 1.07071 1.49975 1.35713 1.09593 1.07816 1.05767 1.28529
threshold=25.704065249550002 24.453399453300005 0.090465000000000031 92.913112988300014 16.285380505300001 61.740440965750004 12.575665986150002 13.251069136700002 0.093635000000000024 187.52613723835003 13.451085274650001 31.794087907800002 36.952388736350009 121.36406917505002 117.97223122220002 22.724946859200003 12.631308162550003 117.76521994615001 117.69263157665002 12.722397935550001 117.61735474900001 11.007427546000001 0.083395000000000011 22.654947022900004 85.662341410450011 -0.038374999999999999 61.987779113750001 119.80689146465001 24.367802910700004 46.055224235250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -2 -5 6 7 -6 -4 -10 -9 12 -12 -1 15 16 -15 18 19 -18 23 22 -22 24 -21 27 -26 -25 29 -28
right_child=3 2 8 4 5 -7 -8 10 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 25 26 -27 28 -29 -30 -31
leaf_value=0.083877006699829365 0.092351045863904621 -0.1136675000163358 0.027556877513214673 0.066466054287246015 -0.0813436181776825 -0.10642931272568468 -0.11770801072013151 0.095979948074864097 0.0072389386016244424 -0.11504235952865219 0.064837151869833951 0.088871438336379768 -0.04077550131752173 -0.082343066599959519 -0.075329508862200356 0.04570698127102938 0.092187625074694288 -0.072893105351840778 0.05116841800733718 -0.11085369118152531 0.0037435679413223783 0.0089570016710392632 -0.088642192484030644 0.059254857263234963 -0.12731681332992628 0.097027034389749578 0.00042692502688992289 -0.015141400793698271 0.10590392996827967 -0.11653115056597403
leaf_weight=0.67686856910586257 1.3897132738493363 1.8677750938804809 1.600142334122211 1.64405275369063 0.58351071728975501 0.98207859741523851 0.63619323191232968 0.99460101110162247 0.81360955571290083 0.95864524901844561 0.58729853905970308 0.78926763031631697 1.6182374222553333 1.0278029200853769 1.420195500133558 3.5359608344733706 1.10138459666632 0.97438040748238464 3.7548815496265879 1.2355281484196883 3.0712003875523788 5.6628922894597054 4.1710256580263376 3.08674308657646 0.67542759561911125 2.442723784595727 146.96024145786942 5.2801550892181695 0.94332012534141441 0.94564151379745354
leaf_count=8 20 133 12 26 158 162 50 14 15 25 58 24 78 38 50 31 69 10 22 86 20 32 51 14 7 34 3309 45 4 28
internal_value=-6.35456e-05 -0.000838904 -0.0520222 0.0160914 0.00256549 -0.0144031 0.00294667 0.0197324 -0.0178805 -0.0589053 0.0345163 0.0141037 -0.0126526 0.00059563 0.000293033 0.000873978 -2.56208e-07 0.000469126 0.000867733 -0.000207999 -0.000791253 -0.0238285 -0.0494643 0.00104881 -0.00113101 0.0314503 -0.000224362 0.0123051 0.000352341 -0.000320851
internal_weight=201.431 192.207 5.24017 9.22495 7.83524 6.19119 5.20911 4.57292 3.3724 1.77225 3.9894 2.9948 2.20554 186.966 186.29 184.869 181.333 180.306 179.331 175.576 174.475 12.9051 7.24223 161.57 150.76 10.8096 149.525 8.3669 148.849 147.906
internal_count=4633 4043 185 590 570 544 382 332 52 40 174 160 136 3858 3850 3800 3769 3731 3721 3699 3630 103 71 3527 3434 93 3348 59 3341 3337
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=8 15 10 9 22 22 22 5 21 7 13 16 5 22 12 19 6 6 21 16 17 7 23 22 10 15 10 18 9 7
split_gain=0.251849 0.763088 0.671224 0.468092 0.590148 0.829213 0.659959 0.531273 0.452468 0.456782 0.691973 0.436975 0.828674 0.687793 0.978884 0.502503 0.807522 1.32812 1.09975 1.00905 0.710242 0.736311 0.711893 0.705356 0.949488 1.09169 0.861181 1.27711 0.620851 0.968211
threshold=1.5487913386000003 21.086216674150005 90.937096262400004 53.996381295800006 -0.24150999999999997 0.050115000000000014 -0.60414999999999985 5.5330946193500008 21.779899400000001 24.021206791900003 81.769454037550005 13.854967601050001 13.812766882300002 -0.23265499999999997 247.65401887280004 11.950964240300001 13.665319288000001 13.825323026450002 13.917356790500003 15.839962959300001 236.15709471040003 26.227352033200003 0.078770000000000021 -0.51760499999999998 69.999384342500022 27.471913688500003 76.621056717750008 15.734606181450003 214.18224820805003 25.169498800150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 -6 -2 -7 9 -1 -11 12 -5 14 -14 -13 18 19 20 -18 21 -17 -23 24 25 -19 27 28 29 -25
right_child=3 -3 -4 11 5 7 -8 -9 -10 10 -12 15 13 -15 -16 16 17 23 -20 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.076162326848414785 0.064983910556732971 -0.10935190854816829 -0.10181938760187022 0.003734995287198185 0.064348233808299987 0.099011713055463399 -0.10936458355214343 -0.10436965595364825 0.10282874190320844 0.04999886274465784 -0.083536043034503862 0.028271363200719359 -0.085800136729496546 -0.10647381360605933 0.066288250993365466 -0.011888360428588757 0.090101854680193008 0.094346817841651429 -0.11087344243536319 0.0062321673808182765 0.043982845006823167 0.045079521530842527 -0.10741170664126803 0.0013066329500842017 -0.1144464327929251 -0.043439232061390727 0.078770818721603048 -0.082533621827397471 0.025288164060978741 -0.042751758570626741
leaf_weight=0.55882851207570672 0.35092659492511302 0.8436404963285894 0.56300050592108153 4.7988530615402833 3.6496249361953224 0.16989742865553115 0.56936074799159531 0.52633805540972389 0.51215549558401097 0.65747093141544588 0.94702534556563478 6.3593720522476351 0.92505915241781644 1.6728675816557368 0.78004750306718051 9.620600334950721 2.9231423046439877 0.75428533926606123 1.2921907538548101 2.8168448358774185 1.8100798623636354 0.37745404290035267 1.6204537133453412 132.30476640083361 1.2215197845362125 2.4196240293094888 1.4145269766449917 1.8350684111937869 10.138299191428812 5.1832507271319619
leaf_count=28 11 134 281 423 81 13 44 96 7 49 161 110 79 196 23 221 38 69 59 28 59 8 109 1907 29 56 19 47 139 109
internal_value=-5.82758e-05 -0.0246416 -0.00257415 0.000454944 0.0298647 0.0452695 -0.0428815 -0.0547399 0.01831 -0.00169936 -0.0288177 -0.000359043 -0.0229741 -0.0609178 -0.0162232 0.000656487 -0.000342837 0.00170686 -0.0227617 0.0489436 -0.014283 -0.0233604 -0.0786024 -3.93666e-05 -0.0395276 -0.0106941 0.00111103 0.000376049 0.00140666 -0.000354353
internal_weight=199.617 4.08212 3.23848 195.534 5.26615 4.34586 0.920287 0.696235 2.67548 2.16332 1.6045 190.268 8.17683 3.37797 1.70511 182.091 175.732 161.011 14.7208 5.73999 13.4286 11.6185 1.99791 155.271 4.39543 3.17391 150.876 149.461 147.626 137.488
internal_count=4633 660 526 3973 245 190 55 109 245 238 210 3728 721 298 102 3007 2897 2441 456 66 397 338 117 2375 154 125 2221 2202 2155 2016
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=9 7 9 0 20 2 22 19 22 8 2 12 19 16 8 22 16 13 20 13 20 22 16 22 4 14 20 20 20 8
split_gain=0.2713 0.451495 0.422031 0.633947 0.880157 0.415362 0.918566 0.335309 0.556135 0.403092 0.759394 1.16443 1.0299 0.480235 0.416757 0.736645 0.477018 0.604163 0.772464 0.544305 0.539905 0.450481 1.91785 0.846871 0.695974 1.53774 1.41982 1.15106 1.73259 1.23727
threshold=233.77854820110002 28.832866553600002 223.65407503400004 94.354126546200021 41.741384785950011 361.99740083035005 -0.038374999999999999 14.651182102100002 -0.064729999999999996 8.8430989333000021 71.708303056200009 113.06878671485002 14.351157895250003 23.024946157700004 8.7431769115000026 -0.057599999999999998 22.764946765650006 117.76521994615001 43.895345911700005 117.69263157665002 38.110427674550003 -0.11534 22.634947069650003 -0.11051999999999999 398.74932484100003 378.29316598225006 40.21994457600001 42.720329370750001 42.684965421050009 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 7 -7 9 -9 14 -11 -12 -13 -14 16 -16 17 19 20 21 -19 22 -1 -23 25 27 -26 28 -25 -29
right_child=1 -3 3 4 -6 6 -8 8 -10 10 11 12 13 -15 15 -17 -18 18 -20 -21 -22 23 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.012060550387885609 -0.11338245114748718 0.038962329163225076 0.071260876600388531 0.03792856094749858 -0.10961545199542039 -0.10761468830964843 0.032995719428398823 -0.0027084640020912151 0.058544048003186772 0.02409803237801067 -0.15909571919595578 0.031678966859386662 -0.12484188846062039 -0.01306081684890925 -0.0039246778000105098 0.063498686869900886 0.04343688879674102 -0.027311060495584318 0.065184687065395749 0.043028699745849081 -0.13232216623351589 -0.092860540176375503 -0.10574802121456273 -0.001209872259106026 -0.10865476072675545 -0.10489345983653027 0.049949198563869639 -0.037329788876893581 0.088874736493313927 0.017162317298068348
leaf_weight=38.120313491737761 0.52533814788330246 0.30893475573975593 2.0386261986568566 1.256173621612106 0.59620806595194142 1.0789497845835283 0.815939265085034 3.5194142083637416 2.5608573216013601 2.0082046573515973 0.8010602956637739 1.6273616534890609 0.98153992323204853 0.63169417157769203 3.8200416465988383 2.8142666313797227 2.3967105150222769 1.0042172200046473 0.46238556969910849 2.7898202822543672 0.95542200014460821 1.0741843580617558 1.4338224963285018 92.324248487486329 0.63965758718404586 1.5299842970525777 4.7988712501828559 17.264891068982255 2.1855263484176239 5.4922553184442213
leaf_count=1538 20 61 31 51 32 93 40 31 42 35 32 26 28 21 39 25 30 61 17 20 26 28 42 1367 44 63 145 527 66 52
internal_value=-6.31922e-05 -0.0569685 0.000177768 0.0327847 -0.00955999 -0.000479161 -0.0470678 -1.75327e-05 0.0230896 -0.000776336 -0.0261636 -0.0511374 -0.0244506 -0.0810718 8.11943e-05 0.0246762 -0.000864877 -0.00148918 -0.0510768 -0.000772806 -0.0785092 -0.00151401 0.00779003 -0.00445085 -0.00368643 -0.00528787 0.0312948 -0.00398831 0.000873323 -0.0241786
internal_weight=197.857 0.834273 197.023 3.89101 1.85238 193.132 1.89489 191.237 6.08027 185.156 6.04986 4.04166 3.2406 1.61323 179.107 6.63431 172.472 170.076 2.42202 167.654 1.95964 164.864 39.5541 125.31 124.235 118.797 5.43853 117.267 94.5098 22.7571
internal_count=4633 81 4552 114 83 4438 133 4305 73 4232 142 107 75 49 4090 64 4026 3996 104 3892 87 3872 1580 2292 2264 2075 189 2012 1433 579
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=17 18 4 7 23 0 22 5 22 12 2 20 20 9 2 13 0 17 22 10 6 5 10 13 13 3 3 18 16 23
split_gain=0.276732 1.36534 1.71481 1.66749 1.57973 1.33716 3.05002 2.13252 1.54339 1.37655 1.29402 2.0333 1.98252 0.984251 0.967876 0.924049 3.08551 1.41576 1.3939 1.16881 3.71893 2.35739 1.84232 1.54619 1.8656 1.33427 3.66793 2.73966 1.30162 1.28517
threshold=188.27285108100003 13.317304170000002 158.55438663830003 23.209106085000005 0.10087500000000002 86.345209775600011 -0.086139999999999994 22.217208590350001 -0.017745 175.541285848 181.47666917450002 38.474425342400004 42.320906304050006 194.03220695150003 135.87377242040003 117.55283175385001 86.681267041950008 196.39284362915004 -0.088880000000000001 66.859265246100009 15.105352934150002 19.973460566700002 66.235542959850008 115.13321943645001 116.86189801435002 85.589753040950015 84.812788641250009 14.380989918050002 22.494947397000004 0.088755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 -4 -8 9 -9 11 -3 -13 -7 -14 16 17 -5 -17 22 21 25 23 -18 -25 26 29 -27 -26 -21
right_child=1 3 5 15 -6 13 7 8 -10 -11 -12 12 14 -15 -16 18 19 -19 -20 20 -22 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=-0.0059615283133283613 0.098719080452901231 0.06341581537849629 0.036406854794648745 -0.034591466979651937 -0.096215758122564526 0.091882452620715316 -0.18158003259976588 0.00030558191031446153 0.067713197063540051 -0.13664151261604898 0.028179751364871077 -0.14708534019873695 0.039482916282563181 0.01321880157195349 -0.07829005858876234 -0.029728891723088249 -0.070761367720967402 -0.15032212800738676 0.040704166581818135 0.022690089537908801 -0.10537985630076965 -0.094589145110649961 0.081692422646333918 0.068395632047690627 0.062585878832529293 -0.027924572557296603 -0.10011903594721572 0.086895449139881897 -0.011607854218504111 -0.015241905267382744
leaf_weight=56.62433622291428 2.7696159686893251 1.3702038286137375 7.6833268277114293 2.4710652548819771 3.2120197331532827 3.1480014906264833 1.1672858223319034 1.4849385111592743 1.1876490039285239 1.4513725764118133 4.0473122308321763 2.1260868136305362 1.4072119849734011 3.2150585576891899 1.3841620725579558 3.6469988797325632 2.2273944064509186 1.8472217246890066 12.240347396465948 21.918434011553472 3.5211574165150514 2.4651083926437414 4.0217816084623328 5.3099535498768118 2.8298536539077785 3.4510688818991166 3.4823732435470438 5.2233102023601532 14.380578207783399 15.075312886408936
leaf_count=1937 37 19 78 17 45 29 14 13 25 33 79 37 21 21 22 69 38 29 123 746 62 122 35 65 73 28 157 49 109 501
internal_value=-6.40179e-05 0.00232528 0.0251268 -0.00195896 -0.0349615 0.0145866 -0.0038286 -0.0622538 -0.0284786 -0.0673852 -0.0159242 -0.0443136 -0.0743313 0.0521361 -0.0189173 0.00233531 -0.00166255 -0.0840973 0.024536 0.00258 -0.00594551 0.000837783 0.0189191 0.00871777 0.0165787 0.00562385 -0.00200358 0.0412147 0.000591573 0.00723243
internal_weight=196.391 139.766 22.1072 117.659 13.547 19.3376 12.9746 5.29125 4.12396 2.93631 10.335 6.28766 4.91746 6.36306 2.79137 104.112 88.2246 4.31829 15.8873 83.9063 55.1368 51.6156 28.7696 24.7478 22.5204 49.1505 40.4761 8.67438 17.2104 36.9937
internal_count=4633 2696 250 2446 223 213 163 85 71 46 178 99 80 50 43 2223 2031 46 192 1985 1665 1603 320 285 247 1481 1404 77 182 1247
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=20 19 20 13 7 8 16 12 4 13 20 17 0 23 20 6 0 17 9 13 17 2 9 5 15 13 16 21 20 6
split_gain=0.263831 0.619329 0.378761 1.06202 1.87475 1.23126 0.998699 1.02662 1.3505 0.922601 0.877454 1.15397 0.787332 0.546301 0.542313 1.99456 1.46812 0.446657 0.39815 0.39257 0.839707 0.509345 0.721934 0.42053 1.45978 2.31484 1.69125 2.03665 2.35119 1.32566
threshold=31.914316944300001 14.151141757350002 36.558960102350007 113.98793627290001 22.747724408400003 8.2435668022500028 15.839962959300001 91.208648993800026 230.62319231240002 108.87986582505 37.041406607950009 193.82504409230003 92.168410086200012 0.085855000000000029 37.572218886150004 14.965349663000001 97.32487278035002 173.77968723070003 190.64005357525002 117.97223122220002 187.63270803470002 146.87900114440004 187.55294863440002 21.836296031200003 34.139075990150012 115.13321943645001 22.494947397000004 4.6633733285000014 42.081757894750005 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 17 -6 -8 -9 -10 11 -4 -13 18 15 16 -12 -2 -5 23 21 22 -21 24 -16 -26 29 28 -28 -27
right_child=2 -3 10 13 6 -7 7 8 9 -11 14 12 -14 -15 19 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.1253060627461236 -0.10283916290599755 0.037256274763736434 -0.13228642531363738 -0.041660435048404491 -0.10429983096114218 -0.16901947997780056 -0.050371528242400314 0.075317482236560471 0.040427581654899174 -0.076626964903125983 -0.15791608191690432 0.055883973657668985 -0.058171492310762199 0.097117636931750642 0.004311644081899664 0.10720619542845798 0.024477259861564651 0.08594910468260597 0.07479391538800477 0.036103444312010249 -0.11401625294619824 0.061390189746469814 -0.094459236458922624 0.0067885713331491933 -0.095250315662973831 0.10298674419113091 -0.010252366793648287 -0.0031466859704334647 -0.11959256718704409 -0.052621154336184785
leaf_weight=0.52451292665864357 0.19502518681110703 0.42365210503339767 1.153302795661147 0.63840148854069345 0.62507212207856255 0.97800455987453461 1.4454580052988584 4.5319308030884713 1.4494223989313471 1.2575545691652221 0.64655589614994768 1.026300482451916 1.4752049772650933 2.0685221329331398 73.750713603978511 1.9978379618842153 1.3901820691971805 0.35063696451834403 0.54355384036898613 0.77903838269412495 0.95472101017367084 0.81067928916309018 0.92798026115633547 56.967381694877986 3.6875387788750222 2.0886719003319736 4.1305648200213936 22.20012682210654 3.7540218876674771 0.74196275137364853
leaf_count=212 41 10 50 36 142 9 16 49 29 13 17 9 33 28 2174 27 49 21 7 23 38 23 38 1101 121 71 45 153 43 5
internal_value=-5.06854e-05 -0.0526712 0.000208409 0.0159966 0.000954639 -0.101873 0.0177844 0.0265716 0.0419356 -0.0139513 -0.0010374 -0.0495313 -0.0113776 0.0661283 -2.36239e-05 0.0362137 -0.0334229 0.0184743 0.0118942 -0.000879642 -0.0341596 -0.00387758 -0.0348739 -0.000188982 -0.00379098 -0.0201168 -0.0116996 -0.0186526 -0.0623116 0.062199
internal_weight=193.515 0.948165 192.566 14.0836 10.8331 1.52367 9.30944 8.68437 7.23891 2.70698 178.483 3.65481 2.50151 3.25048 174.828 4.03458 2.03674 0.545662 1.18196 170.793 3.47242 2.5177 1.70702 167.321 110.354 36.6029 32.9153 30.0847 7.88459 2.83063
internal_count=4633 222 4411 391 320 71 249 107 91 42 4020 92 42 71 3928 93 66 62 43 3835 122 84 61 3713 2612 438 317 241 88 76
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=20 21 21 18 20 21 15 20 17 9 22 22 15 8 15 5 9 2 9 9 23 5 5 0 6 10 20 21 9 0
split_gain=0.265455 0.667808 0.785459 0.453301 0.430733 1.10425 0.862018 0.486153 0.971012 0.406901 0.342925 0.323002 0.491593 0.567376 0.536471 0.441704 0.642853 0.8451 0.684315 1.02482 1.10675 0.973371 1.36762 0.781125 2.16592 0.828181 0.88079 0.697837 1.14654 0.758949
threshold=49.292797572200008 19.549674911150003 3.4893684343500007 18.324911823050005 47.927946529500012 16.464809133250004 19.077611477100003 46.095286511800005 190.78889055330004 65.064848378650012 0.70681500000000008 0.27394500000000005 32.548041893900006 8.543332867800002 17.480288512750004 7.9916986750000012 63.05903418350001 198.08048018110003 181.33671263215004 186.70853236170004 0.089505000000000015 21.869642762900003 20.769304081650002 85.732241321850012 16.465384711100004 61.993156030000002 42.686561923500008 16.027392061700002 199.89081775665002 85.823648898300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 9 10 -9 -6 11 15 13 14 -13 -1 17 -17 -18 20 -20 22 -22 24 -21 26 -26 29 -29 -25
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15 -16 16 18 -19 19 23 21 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=-0.071227746486454177 0.063825921797938126 0.037554924457303018 -0.10979703557721827 0.036497007586292284 -0.1069454966833135 -0.078323103892643547 0.070242194380717118 -0.098754222768637212 0.030781788650105658 0.027013785604771842 0.050331461076543883 0.0285304481757046 -0.11496142172755859 0.10087183389713071 -0.074316946642511469 -0.055464599557442297 -0.030361145373331729 0.062947753201295503 0.0599239470519927 -0.12137123766907464 0.024658600599188799 0.047916591537422226 -0.084199352968070892 0.036962184428380215 -0.013277002092780278 -0.083861582035303472 0.070238418305333089 -0.12506699159624671 0.0027985578219454767 0.0001264366357092663
leaf_weight=0.85670242780906747 0.41400750807952125 1.0341647728346286 1.5105653869686646 0.24634509276074812 0.44660982517234415 0.81709983473410819 3.565931529738009 1.3999722020816983 0.986435087994323 0.46059792779851705 1.3554777625249688 0.84758702163526356 0.58312384411692608 0.37238760624313716 1.2628193442506015 0.74244220601394717 7.1909405008482272 3.2026179694803432 5.9274596818722767 2.002423523925243 2.4697286788141355 2.8667412810027599 2.1665242239832878 5.8388450359925619 4.5610554434824735 1.1089674812974406 1.7463116780854759 1.1572208371944719 1.7798096269834784 133.04415529894322
leaf_count=415 19 31 224 40 41 32 61 108 38 13 48 52 14 10 75 66 643 66 85 60 25 30 20 40 112 72 30 18 35 2110
internal_value=-4.26148e-05 -0.0285803 -0.0600853 -0.0892844 0.000441946 0.0285735 0.0481001 -0.00036921 -0.0452098 -0.0389331 0.000221722 -0.000156198 -0.0323362 -0.0129304 -0.0330111 0.000402277 0.000751332 0.0406631 -0.000164845 0.0011538 0.0276269 0.00211177 -0.0262108 -0.00119709 -0.029084 -0.00416631 0.00984579 0.000654977 -0.0475818 0.00167507
internal_weight=191.965 3.20508 2.17092 1.75691 188.76 5.29024 4.47314 183.47 2.38641 0.907208 181.083 179.728 3.06592 2.48279 2.11041 176.662 175.805 3.94506 171.86 164.669 13.4305 7.50299 4.63625 151.239 9.41876 7.41633 6.30737 141.82 2.93703 138.883
internal_count=4633 314 283 264 4319 147 115 4172 146 54 4026 3978 151 137 127 3827 3412 132 3280 2637 160 75 45 2477 274 214 142 2203 53 2150
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=16 16 23 23 10 18 16 19 15 6 23 17 7 9 9 22 8 23 20 2 0 0 23 22 6 22 17 20 22 16
split_gain=0.24245 0.854277 0.680969 1.00707 0.803623 0.779163 0.693317 0.495352 0.749021 0.709464 0.744296 1.0631 1.89966 0.627124 0.854412 0.910336 0.658636 1.02559 0.855268 1.37303 0.575861 1.17973 0.515281 0.514443 0.508881 0.50215 2.0429 1.524 1.50949 1.26607
threshold=13.534968349350001 12.919969787500003 0.079605000000000023 0.093635000000000024 83.602982482550019 14.693728290050002 11.864972254500001 11.950964240300001 19.935988437250003 13.115306437050002 0.083905000000000021 236.15709471040003 25.566742778300004 215.63980588275004 217.47560379410001 1.0000000180025095e-35 8.8430989333000021 0.10336500000000003 40.040404835300002 35.561888367500011 91.625341543800019 97.491557184450016 0.077990000000000018 0.70681500000000008 11.805275828400001 -0.033594999999999993 204.55825889135002 40.467253020850002 -0.096559999999999993 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 8 22 10 23 12 24 16 -15 20 25 18 -18 -20 -16 -22 -2 -9 -12 26 29 -28 -29 -11
right_child=7 -3 3 4 -6 -7 -8 9 -10 13 11 -13 -14 14 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.095375008046773804 -0.0061838496096253571 -0.10847845796618849 -0.10707428619763509 0.030182527963377503 -0.10752202762662073 0.032799253465253239 0.058572288670507004 -0.068878141411735441 -0.004809125712211205 0.0091001370928718347 0.023008806554024229 0.073339758327173002 -0.10726984337874793 0.083082342466628101 0.062588378464462496 -0.046265898629218996 0.024107395905145997 -0.12194141485811164 0.067152081817788964 -0.15350277187424918 -0.10867943531635976 0.043507520512544563 0.076602738857873165 0.032874030024311218 -0.049967515644293081 0.010915978228948735 -0.0026644410717269469 -0.022472601025090203 -0.14848223799734489 -0.01540398655310333
leaf_weight=1.0174547096248678 1.0038543016999013 0.88791035122994877 1.3993536538037008 1.892733405926265 0.54606117249568331 4.916137116306345 0.41059807466808695 3.87137838511262 4.1551678979303688 66.78738929433166 4.597120821796123 1.4279829319566486 1.9040536715656342 2.0870210811262933 2.8779508285224438 2.0351783968508244 2.3697180175222452 1.0879117560107259 0.42857203632593133 0.82458138721995056 0.74015827034600112 1.6335360184311865 2.9947979006683454 0.57004155032336701 1.2062816102989016 38.845783410652075 3.1624383348971596 1.6288306796923282 2.2832471982110292 30.813198276504409
leaf_count=100 97 94 406 45 138 464 16 328 66 1124 87 33 129 25 60 36 31 36 6 47 32 30 54 11 35 559 67 29 67 381
internal_value=-4.42223e-05 -0.0144066 -0.00620343 -0.0394516 -0.000650373 0.0139112 -0.0511116 0.000842353 0.0249232 -0.000304675 -0.0222389 -0.00591326 -0.0205967 0.00158484 0.0266692 0.0105119 -1.44103e-06 -0.0367943 -0.0112254 -0.0780399 0.032515 -0.00394696 0.0558193 -0.0558186 0.00784012 0.00120621 -0.00239717 -0.0542867 -0.0960169 0.00136401
internal_weight=190.406 11.0702 10.1823 3.83815 2.43879 6.34419 1.42805 179.336 8.15382 171.182 13.5769 9.13544 7.70746 157.606 9.37384 7.28682 148.232 4.71078 3.62287 1.25315 5.25165 2.37369 3.99865 4.44142 5.8034 143.521 104.675 7.07452 3.91208 97.6006
internal_count=4633 1263 1169 589 183 580 116 3370 217 3153 623 284 251 2530 183 158 2347 120 84 53 122 62 151 339 122 2227 1668 163 96 1505
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=8 15 10 21 7 13 15 5 13 22 13 4 0 21 5 4 7 9 21 23 5 21 18 17 21 15 7 21 10 10
split_gain=0.252752 0.634692 0.565317 0.375535 0.372022 0.584455 0.368942 0.440066 0.671292 1.35977 0.88439 0.665931 0.620826 1.15119 1.00807 0.891754 0.628546 0.579619 0.577236 0.564072 0.690765 0.546856 0.549177 0.651876 0.475586 0.43584 0.412193 0.407569 0.387121 1.02726
threshold=1.5487913386000003 21.086216674150005 90.937096262400004 21.779899400000001 24.021206791900003 81.769454037550005 11.870705757150002 13.252098438300001 101.03763345850001 -0.15397999999999998 98.255079293500017 404.75570863780007 97.886760529650019 13.291307514850002 16.316541761950003 171.12466686440004 24.775165158000004 186.70853236170004 3.2871511629000003 0.11296500000000002 16.043149448600001 1.0000000180025095e-35 17.108018746400003 203.09927826650002 2.7948066777500005 12.17254680215 24.453757170650004 17.123843457500005 75.629015667650023 75.499969677400017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 27 8 10 -10 11 18 14 15 16 -14 -9 -17 24 20 21 -19 23 -23 26 -20 -8 -2 29 -16
right_child=6 -3 -4 -5 5 -7 7 12 9 -11 -12 -13 13 -15 28 17 -18 19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.073081728968683188 -0.11023490099579675 -0.10899102862275052 -0.10173349656026603 0.10227001217890215 0.045470843060589385 -0.082323927828127585 0.019889440377063663 -0.010213448203264247 0.083071319435072191 -0.10303788515443396 0.07431047463593142 0.07225167252143902 -0.10912819296725394 -0.10990376643998648 0.00018183787643441955 0.048782368075503499 0.081819564637837197 -0.10923364745556284 0.068414486846309144 0.032552029418015382 -0.11897855377955631 -0.0079186798020104282 0.046091267391327871 -0.090604966580408786 0.098090028770715931 -0.10369462601947835 -0.10335896546219135 0.027847774946031759 -0.044295683685690812 0.0912453222571354
leaf_weight=0.4846163367328703 0.61217045868761388 0.73802394545054983 0.49851120151106432 0.41148285567760456 0.62249071686528601 0.84184777924383525 0.89772550095221848 1.0583009540569031 0.62227941708988499 1.063557078130543 3.2592430650547612 1.0481862757587803 0.8747324612922992 1.282396439637522 152.13545646966668 1.7500047249486659 2.4835140146315098 0.58599815075285455 0.17420474567916222 2.2474955051438874 0.69600116123911071 6.1466867356793937 1.4793930331943554 1.1284989998675881 0.49368126339686558 0.9469252418493852 0.38891120636253618 0.32844441672204994 1.9168979253154237 1.2489477358758438
leaf_count=28 217 134 281 7 49 161 26 31 14 61 82 44 53 57 2614 31 32 42 9 46 42 144 46 38 11 148 131 21 25 8
internal_value=-6.08079e-05 -0.0263147 -0.00497224 0.0154632 -0.00286432 -0.0279983 0.000450009 0.000769477 0.022468 -0.0343409 0.035753 0.00393537 -0.000333174 -0.018987 0.00156825 -0.0111667 0.0543199 -0.00506084 -0.0207448 -0.0127314 -0.0228717 -0.0157105 -0.00945039 -0.0207447 0.0146508 -0.0769518 -0.0173648 -0.0620191 0.000365189 0.000923331
internal_weight=188.467 3.59697 2.85895 2.36044 1.94895 1.46434 184.87 183.929 8.89471 1.68584 7.20888 3.94963 175.034 16.1912 158.843 14.9088 3.54181 14.0341 2.90145 12.2841 10.0366 9.34058 8.75458 7.27519 1.78032 1.12113 1.28664 0.940615 155.301 153.384
internal_count=4633 660 526 245 238 210 3973 3735 526 75 451 369 3209 499 2710 442 63 389 325 358 312 270 228 182 168 157 157 238 2647 2622
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=17 18 4 7 23 15 22 7 0 22 0 22 9 16 9 18 9 17 2 22 20 20 21 4 23 15 7 5 13 5
split_gain=0.224207 1.18112 1.5155 1.46073 1.24542 1.14224 1.94822 1.69074 1.10252 2.57841 1.7414 1.54415 1.34943 0.962096 0.896221 0.888223 1.15175 1.18244 0.861189 0.796807 1.25941 2.06258 1.42311 0.920894 0.86135 1.59965 1.18909 0.794393 1.16989 1.13043
threshold=188.27285108100003 13.317304170000002 158.55438663830003 23.209106085000005 0.10087500000000002 44.483611103700007 -0.083330000000000001 22.929105819350003 86.345209775600011 -0.086139999999999994 86.036037090600004 -0.031989999999999998 185.62570708695003 22.654947022900004 194.03220695150003 13.913874241250001 200.77913281735002 196.01244718945003 116.68694986600001 -0.10771499999999999 42.455548714850003 44.279556297950009 21.089366969400004 164.41789168470004 0.10385500000000002 36.548474543700003 24.385896469550001 21.482549112100006 105.40368946235002 22.533652790000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 4 5 6 -3 -8 9 -4 11 12 -11 -5 -10 16 -15 -18 -6 27 24 22 -22 -23 -21 26 -26 28 -1 -29
right_child=1 3 8 13 18 -7 7 -9 14 10 -12 -13 -14 15 -16 -17 17 -19 -20 20 21 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0057221913173157377 0.097710441322397104 0.011445180451867687 0.03439132768533372 -0.00080587102260628013 -0.027655711502173559 0.073583703577458734 -0.01401875188912519 -0.15177693205483062 0.08928655134557284 0.010393457735336111 -0.1627166372753158 0.056801617308935876 -0.14225229264107181 0.058369727559661466 0.012223830269637236 0.092557142852393914 0.028756556635395909 -0.095582210579713167 -0.13507094888552146 0.0034919388754593482 -0.11604407341849453 0.1049547687440497 0.078038092569257186 -0.022051678097082902 -0.1755621528773384 -0.001338876555919744 -0.016434159204464761 -0.11887674647331831 0.060740909075886265 0.00096004594933773004
leaf_weight=5.0326122337501165 2.4582529738545444 4.9257473629841098 7.448379817185927 90.521339817700209 1.2975591188296669 1.235588683746754 1.7150941514410081 1.8540267921052871 2.8986772731877855 1.0361163169145622 1.2132559618912635 1.4324958865763568 1.313076715916395 3.1922385711222869 3.1481327041983604 2.0143646383658051 1.6970418684650215 1.3923343727365134 1.7571551662404088 23.565626353425618 3.7687351620515974 0.8006211970932785 0.41989747062325466 1.9896621790976494 1.1910827776882786 3.725441366317682 0.77523083708365437 0.89140718308044498 5.5902973185293376 6.7309796965564601
leaf_count=407 37 82 78 2112 16 22 46 28 29 12 16 27 30 23 21 43 18 27 29 433 283 5 4 119 23 29 35 91 49 459
internal_value=-6.39097e-05 0.00215582 0.0239438 -0.0019339 -0.03374 -0.0162528 -0.0293196 -0.085579 0.0141365 -0.00288577 -0.0584728 -0.0250288 -0.0749276 0.00218124 0.0491656 0.034775 0.0162456 -0.027281 -0.0894439 -0.00546439 -0.0140457 -0.052217 -0.0965879 0.0143905 -0.00494055 -0.0398537 -0.112825 0.0115787 0.029254 -0.0130544
internal_weight=187.032 132.551 20.9484 111.602 12.7852 9.73046 8.49487 3.56912 18.4901 12.4433 4.99494 3.78169 2.34919 98.8173 6.04681 8.29598 6.28161 3.08938 3.05471 54.4816 36.2363 6.97892 4.18863 2.79028 29.2574 5.69175 1.96631 18.2453 10.6229 7.62239
internal_count=4633 2696 250 2446 223 178 156 74 213 163 85 69 42 2223 50 111 68 45 45 1937 931 411 287 124 520 87 58 1006 456 550
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=20 2 20 13 7 16 18 0 19 17 23 22 20 22 15 8 23 20 6 0 21 20 20 20 12 23 21 9 17 18
split_gain=0.228876 0.552071 0.306929 0.882841 1.52411 0.920934 0.898443 1.09335 0.985409 0.898964 0.702098 1.00318 0.654198 1.02841 0.752086 0.53235 0.499923 0.447154 1.72623 1.33038 0.440149 0.405368 1.10833 1.06814 1.91444 1.78135 1.07351 1.00638 0.977265 0.727904
threshold=31.914316944300001 111.53582144370002 36.558960102350007 113.98793627290001 22.747724408400003 20.719951547750004 13.845746551550002 91.886121982450007 13.751109481500002 193.94976740385002 -0.086715 -0.043559999999999995 37.041406607950009 -0.08158 38.469938489650012 8.6432548896500023 0.085855000000000029 37.572218886150004 14.965349663000001 97.32487278035002 0.15802222800000001 40.300545846000013 40.467253020850002 40.003678352300007 198.57093999515004 0.094385000000000011 8.3507597823000008 181.33671263215004 208.35751021765003 14.741741751300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 20 -6 -8 9 -9 -11 -12 13 14 15 -4 -5 18 19 -14 -2 23 -23 27 25 -25 -26 -19 -29 -24
right_child=2 -3 12 16 6 -7 7 8 -10 10 11 -13 17 -15 -16 -17 -18 21 -20 -21 -22 22 29 24 26 -27 -28 28 -30 -31
leaf_value=0.032977516621951801 -0.090885931799634695 -0.12685227029998325 -0.10678952417743537 0.010699780170991106 0.096822590278560258 -0.18119174464204277 -0.12882563654290435 -0.12080867962281019 0.05791259708135206 0.070702662795719406 -0.11051463824930685 0.024570607727805612 -0.15526938618814493 0.0019392975168206206 -0.16072002157719306 0.10127138965318848 0.094929400467753458 -0.10069630943357349 0.10553776914352242 0.024364869107959194 0.060181600272373549 0.042560119348432596 -0.004719892807954121 -0.15122903351530714 0.065757011530177961 -0.022195679812556709 -0.039985721415725352 0.0055242334460079787 -0.073570673441516798 0.013715810764966023
leaf_weight=0.40974364038629474 0.41455760795361019 0.45731530017474142 0.260188812913839 1.1410241073463105 1.2015195712447146 0.66212943196296692 0.574782711919397 0.69729678706789844 3.0189036838710308 1.0742603446415135 0.88946926516655178 1.4393506335327448 0.59653910523047615 2.0280803055502465 0.94699598290026188 0.23318794963415712 1.8425036547705529 0.99221505399327625 1.7728213609661905 1.3348030049819497 0.36065672876429744 6.4031078279367639 87.020283105375711 2.1799100062926282 1.7958186317555376 2.1011610554996878 2.0629835911095142 30.974227406302816 1.6450893897126651 28.408477376968222
leaf_count=43 50 179 39 43 9 5 11 77 23 15 85 29 17 37 12 4 28 110 27 49 16 71 1769 69 30 21 20 462 71 1212
internal_value=-6.47288e-05 -0.051322 0.000176715 0.0147991 0.000963426 -0.0945807 0.0164014 0.00384267 0.0145538 -0.0173692 0.00382577 -0.0270238 -0.000963617 -0.0439499 -0.108563 -0.00845231 0.0627165 -7.23598e-05 0.0342851 -0.0311193 -0.0206041 -0.000850347 0.00206379 -0.0093539 -0.0418563 -0.0878991 0.00922509 -0.00148264 0.00153524 -0.000182633
internal_weight=184.939 0.867059 184.072 13.3165 10.3329 1.43734 8.89558 7.69406 7.11928 4.10038 3.40308 2.32882 170.756 3.46845 1.44037 0.493377 2.98353 167.287 3.70416 1.93134 0.775214 163.583 121.832 41.7514 8.13987 4.28107 3.8588 33.6115 32.6193 115.429
internal_count=4633 222 4411 391 320 71 249 240 229 206 129 114 4020 92 55 43 71 3928 93 66 66 3835 3052 783 140 90 50 643 533 2981
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=13 10 5 5 15 13 17 21 7 5 22 6 20 17 7 19 20 8 20 22 16 23 18 0 18 18 13 15 20 10
split_gain=0.232346 0.901024 1.12842 1.82391 0.859699 0.727834 0.635171 1.06323 1.28477 0.785973 0.823646 0.772189 0.74108 0.91741 1.24948 1.553 1.24986 1.05395 1.04225 0.994096 0.964863 0.53874 0.501602 2.65972 2.20869 1.12168 0.930669 2.38611 1.97294 1.41169
threshold=117.55283175385001 62.036171360100006 20.971847224900007 20.315138807500002 46.723315192750007 117.54745483760001 188.13858192940003 10.297743717200001 22.650953015950005 23.058899572400005 -0.059424999999999999 19.835463452400003 43.477771593600004 189.31980273685002 23.109894804950002 14.451165964200003 41.489621506400006 8.543332867800002 41.873095646600007 -0.06828999999999999 22.644947046300004 0.10487000000000003 13.480563334700001 86.420486603250012 13.531614672700002 13.453871405300001 115.13321943645001 38.567335632300008 40.722669576350008 66.235542959850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 22 7 8 9 -4 11 -11 13 -8 15 -15 19 20 21 -16 -18 -17 25 -24 -25 -1 27 29 -28 -26
right_child=1 -3 6 -5 -6 -7 12 -9 -10 10 -12 -13 -14 14 16 18 17 -19 -20 -21 -22 -23 23 24 26 -27 28 -29 -30 -31
leaf_value=0.0055747296545963819 0.028374308764860325 0.086251524324020265 -0.067119457292998064 -0.098364726060819807 -0.081315615149991541 -0.067659133380751163 0.068903291980881284 0.022550286208661969 -0.12719699980755692 -0.073955718837710543 0.060441203004580661 0.045336032091194134 0.073298713398550625 -0.11048124201669435 0.0042234838304167615 0.08555021947303143 -0.13271654984328726 0.01561081457965097 -0.082110257238295417 0.071325219869361384 0.00042364434866586906 -0.0066985076418188448 -0.11593137520093476 -0.15138573262739619 -0.083677732307516683 0.083074157979477842 0.098036042900701753 -0.11495768041933899 0.0066383316164574605 -5.4914465352277718e-05
leaf_weight=30.498888686532155 2.013752498663961 1.3623173227533687 1.9773509933147559 2.6035231938585639 1.3564697948750097 1.6337088160216797 2.6203496059170055 6.037862554716412 1.2334109393414108 1.4630477231403345 1.7960541247739459 0.86253292486071576 2.2392894073855123 1.8222810397855962 3.7051495858468115 1.2127338961581706 1.1507773096673184 4.2870285047683865 1.0244845310808157 5.4631706317886692 1.0328372130170462 1.3245076164603231 2.0775731519388492 0.97522775805555184 2.0741611841367549 1.9893575594760466 2.733533006161454 1.9262336585670699 17.367264708504081 75.616143412245947
leaf_count=824 17 25 25 29 61 15 23 54 21 102 39 16 21 28 39 30 41 52 31 43 9 12 47 16 42 24 43 67 191 2646
internal_value=-6.15834e-05 0.00615966 0.00367254 -0.0430895 -0.00209706 -0.00131208 0.00917311 -0.00852569 -0.0341152 -0.0152911 0.00957357 -0.0297117 0.0183158 0.0131083 0.00615392 -0.0353958 0.0204582 -0.0131928 0.00302009 0.0442077 -0.069742 0.0373939 -0.000510716 -0.00393466 -0.00162385 0.0103203 -0.000159195 -0.00501339 0.0190676 -0.00228746
internal_weight=183.481 45.2325 43.8701 4.61728 138.249 136.892 39.2529 13.3703 7.3324 6.09899 4.12163 2.32558 25.8826 23.6433 21.023 5.38401 15.639 6.47064 3.56173 9.16832 2.18361 2.53724 135.258 102.77 100.693 32.4882 99.7173 79.6165 20.1008 77.6903
internal_count=4633 657 632 46 3976 3915 586 257 203 182 157 118 329 308 285 101 184 102 73 82 50 42 3900 3052 3005 848 2989 2755 234 2688
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=20 21 21 7 20 2 6 3 15 18 3 7 0 8 5 15 21 0 19 22 4 12 0 0 6 3 9 22 0 0
split_gain=0.227912 0.532575 0.664558 0.407477 0.349297 0.404818 0.685313 0.334815 0.681896 0.605561 0.49811 0.589863 0.503754 0.69068 0.483171 0.757635 0.839052 0.556384 0.439755 0.425997 0.43393 0.372248 0.37866 0.759601 3.08563 0.640772 1.9193 1.12252 0.487689 0.492018
threshold=49.292797572200008 19.549674911150003 3.4893684343500007 29.094060964600004 48.823707093150006 253.84121610105004 15.470361462550001 95.002044955650021 23.180824130700003 12.678381831100001 94.227769014100019 22.557405306150006 85.619326080400015 8.2435668022500028 25.704065249550002 46.674706678850008 15.294585115650001 86.780739992750014 14.651182102100002 0.11873000000000002 209.52275111965002 405.20116087950004 85.823648898300021 85.990333302400003 16.505385645700006 93.883646373400012 188.08209940425004 -0.091639999999999985 86.036037090600004 86.09518316945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -6 -7 10 -9 19 12 -12 13 -1 15 21 18 -16 -17 20 -10 22 25 24 -24 27 -27 -14 -25 -30
right_child=1 -3 3 -5 5 6 -8 8 9 -11 11 -13 14 -15 17 16 -18 -19 -20 -21 -22 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=0.016833282854317549 0.060591884213460324 0.034319928432700451 -0.10922845762045788 0.036756541914224443 0.063813986093675362 0.062245053543901911 -0.11843416577692714 -0.10794670321596461 -0.0053242492772746664 -0.06649690890948437 -0.0019465226450316798 0.075481491078585899 0.088700953724429224 -0.095307849259360186 -0.017633710680652906 -0.11204140597534218 0.017997323132255313 0.093293647438234206 -0.017393657425543396 -0.065529374447641953 0.064435053855132582 0.062506009631336443 -0.11501818220746243 0.048297831366884668 0.016552884378131707 0.041856392975224234 -0.094158325929022235 0.0076874131855531602 -0.074520980609641282 0.00063191327111609941
leaf_weight=0.96192571939900462 0.37625110277440343 0.91738565918058146 1.3019844602094961 0.22411059754085716 1.7722959489474299 0.45971496531274159 0.38636093214154243 0.81219934055115928 2.3686786531179682 1.4452895590511614 2.0144658510689619 1.9232797466684131 2.5843173265457153 1.2801159144728442 0.73567753983661432 1.5590759445913134 1.3191908858716486 1.1733102025464175 0.71649533510208119 0.67033701937180001 1.4300297220470382 0.97706816879508451 2.8044378180056801 2.1364611294120541 4.8914029151201248 2.5655778050422668 1.7418033936992285 5.0573094496503455 0.87684225803241034 134.04091710736429
leaf_count=15 19 31 219 45 29 24 25 265 123 213 36 27 18 88 32 67 7 19 5 23 75 62 33 16 37 18 32 36 9 2985
internal_value=-5.44074e-05 -0.0282629 -0.0584428 -0.0877902 0.000390687 0.0366464 -0.0202622 -0.000148429 -0.0220285 -0.0102296 0.000720593 0.035871 -0.000116136 -0.0471948 0.00053071 -6.13155e-05 -0.0454555 0.0505449 -0.0822402 0.00796721 0.0209367 0.000973598 0.000589924 -0.000822445 -0.0313929 0.0176993 -0.0131448 0.0350853 0.000894139 0.000143488
internal_weight=181.524 2.81973 1.90235 1.5261 178.705 2.61837 0.846076 176.086 6.72653 5.91433 169.36 3.93775 165.422 2.24204 163.18 161.271 3.59476 1.90899 2.27557 4.46905 3.79871 157.676 156.699 144.75 7.69584 11.949 4.30738 7.64163 137.054 134.918
internal_count=4633 314 283 264 4319 78 49 4241 699 434 3542 63 3479 103 3376 3325 79 51 72 221 198 3246 3184 3080 70 104 50 54 3010 2994
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=8 15 10 21 8 5 13 6 18 2 7 2 22 17 2 7 0 5 20 22 22 17 20 10 17 18 20 20 20 22
split_gain=0.233835 0.559926 0.485808 0.333558 0.319576 0.520648 0.419954 0.754639 0.512164 1.27263 0.458237 0.500624 0.372449 0.626108 0.712702 0.309499 0.513843 0.448997 0.30754 0.29457 0.411605 1.65581 1.02641 1.14621 0.784258 0.651135 0.450739 0.932844 0.455851 1.67196
threshold=1.5487913386000003 21.086216674150005 90.937096262400004 21.779899400000001 2.0484014478500003 9.1899936892500005 95.811270852950017 6.5151522255000005 17.327266398450003 266.28898953815008 27.014969757650004 152.68195387130001 0.20852500000000004 177.30738098725001 266.28898953815008 24.021206791900003 118.55293817840001 1.1948093529500003 46.645430295100006 0.70681500000000008 0.18839000000000003 199.24932835515003 39.852039223600009 68.20618276945001 192.92322630085002 13.220529463200002 34.515670600900002 31.914316944300001 40.250747516500006 -0.060989999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 18 7 -6 10 -10 19 -12 13 14 -9 -1 17 -17 -2 20 26 22 24 -24 25 -22 27 -8 29 -28
right_child=4 -3 -4 -5 6 -7 8 12 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.068476054163270475 -0.102169706705129 -0.10846890646425456 -0.10148404754178 0.10196072629509684 0.058398030842356542 0.08148069166253534 -0.078663098336838697 -0.10335580139202927 0.080235001759193056 -0.071752407043241817 0.011982930431810238 -0.11386846285982176 0.022538726146211861 -0.10648450389641073 0.084711791331047268 0.10087884275432309 0.091508856810215256 -0.084169905891667035 0.037429420652124901 0.052209407572371615 0.033473912372003679 -0.099966471471325369 -0.11420820831320154 0.014396891850701008 0.061750875339308564 -0.061213364686541143 -0.025442051459784509 0.059188295365707772 0.0042109297322617525 0.012717420261793237
leaf_weight=0.4488492793607296 0.30972301075598707 0.66450528719724378 0.44102398574068491 0.35717563331127156 0.72335553407538045 1.1789720581728032 0.58748129315790665 0.36503313606954257 2.1984794642776246 0.73513761640060682 0.55708586331456789 0.73061367776244879 0.50861766462912772 1.6682484608318189 0.44979286135639995 0.15232423692941643 0.28899575432296831 0.94195940991630778 0.32174875651253387 1.0927942362613965 1.5098118514288201 2.0376458063547025 1.3799356655799786 1.392212659033248 2.8475522880908102 1.3993903463706372 24.695403400197392 2.9857645842712373 105.75927785673412 21.459723170381039
leaf_count=28 125 134 281 7 95 35 81 141 46 36 5 44 29 243 16 6 9 195 16 34 24 42 45 37 29 33 523 77 1981 236
internal_value=-5.62895e-05 -0.0264518 -0.0057317 0.0135571 0.000435355 0.0422339 3.13943e-06 -0.0332599 0.000724239 0.0421483 2.75811e-06 -0.0594225 -0.0554217 -0.0713906 0.000459566 -0.00367728 -0.0270897 -0.0584111 -0.0310409 0.00046057 0.000120014 -0.0189784 0.000370542 -0.0496209 0.0244438 -0.0120728 0.00141789 0.036524 0.000592146 -0.00769989
internal_weight=180.189 3.29483 2.63033 2.1893 176.894 1.81044 175.083 3.71505 171.368 2.93362 168.435 1.2877 2.99169 2.48307 0.814826 1.83213 1.38328 1.09428 0.631472 167.147 166.054 10.5665 8.5289 2.77215 5.75675 2.9092 155.488 3.57325 151.914 46.1551
internal_count=4633 660 526 245 3973 176 3797 524 3273 82 3191 49 429 400 157 238 210 201 141 3142 3108 210 168 82 86 57 2898 158 2740 759
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=6 6 4 10 10 17 3 21 7 20 10 5 13 5 16 17 21 17 0 22 21 10 3 21 3 16 5 10 0 20
split_gain=0.220576 0.863575 0.867517 0.68929 0.656777 1.15429 0.646407 0.572137 0.453167 0.663605 0.596013 0.782856 0.505761 0.965314 0.866361 0.562678 0.541345 0.643373 0.516239 0.436724 0.953024 0.795232 0.523366 2.05141 1.89955 1.60404 2.27422 2.16749 2.21626 2.04895
threshold=13.665319288000001 13.775321858200002 296.43037955425007 78.196493182200015 75.180043159850015 204.73764675200002 81.699554126200013 3.6533552218000005 24.103872582350004 41.772405911750006 78.473404369650012 14.47989612135 98.050756475600011 13.252098438300001 9.7049773055000017 180.19381692845005 20.581461612800002 243.29790314680005 107.63242125250001 -0.51760499999999998 5.2472773321000004 75.499969677400017 85.589753040950015 6.9984086918000008 84.812788641250009 19.224955043700003 19.897785533950003 66.859265246100009 90.321439350550008 38.171717059500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 -3 9 -5 -10 12 14 -14 15 -12 17 -16 -19 20 -8 22 23 24 -21 26 -24 28 -27 -29
right_child=1 6 -4 8 5 -7 19 -9 10 -11 11 -13 13 -15 16 -17 -18 18 -20 21 -22 -23 25 -25 -26 27 -28 29 -30 -31
leaf_value=-0.011071217471064355 0.012280986154762398 0.0059619882818673494 0.10302480752738277 -0.10544585190474016 -0.10583210175596991 0.0076945133876376182 -0.075260697524615727 -0.1174998499544407 0.060670191149891896 0.076488298186582399 -0.1040985246954169 -0.10666456672683283 0.059314201512514722 -0.013350970344108207 -0.093806030509444693 0.04254716122627912 0.054281201706205512 0.093177407320994221 -0.10312754144422645 0.017129725518744966 0.025042908707133039 0.053333376548015489 0.089324984539941699 -0.071585446481937806 -0.077590333030598327 -0.00011177801289018564 -0.0069799257339683216 -0.0026330972452979235 0.062943326074485689 -0.10688609708250717
leaf_weight=9.8494676568079758 3.0090018883347502 0.6582102624233801 1.6211125133559106 0.23001844008831795 2.235215163469547 1.4943892107112331 2.2100701297167684 0.87342394609004259 1.4655672954977479 1.5614309564989524 0.30056304597019012 0.73708652672940012 3.0747491898364387 4.5092526243533939 2.3685770433367006 2.0209890721089323 0.39322097599506367 0.37656359910033632 0.20793903295634664 14.103522180812439 1.6578285498544572 2.93089143623365 4.9930068326648307 4.7558439776767036 2.4912039117771192 90.360486734076403 4.8184398011944722 3.9963318216614416 5.9406463578343383 3.5685830833390355
leaf_count=364 27 16 31 46 149 52 127 29 28 83 204 56 75 75 541 308 9 9 57 130 28 22 40 145 148 1192 481 35 57 69
internal_value=-5.6541e-05 0.0015464 0.0440525 -0.00775212 -0.0246044 -0.0603439 0.000173556 -0.0644429 0.00551696 0.0531283 -2.03944e-06 -0.00635843 -0.000779268 0.0161094 -0.0233775 0.0235615 -0.0559422 -0.0706191 0.0233412 0.00087137 -0.0322693 0.00180052 0.000681961 -0.0136836 0.00291033 0.00338006 0.0420293 -0.000270838 0.00377798 -0.0518122
internal_weight=178.814 147.989 4.63011 30.825 13.5791 3.7296 143.358 1.53163 17.246 1.79145 15.4545 13.9889 13.2519 7.584 5.66785 2.32155 3.3463 2.95308 0.584503 141.827 3.8679 137.959 135.028 21.3506 16.5947 113.677 9.81145 103.866 96.3011 7.56491
internal_count=4633 2577 58 2056 565 201 2519 45 1491 129 1362 1334 1278 150 1128 512 616 607 66 2474 155 2319 2297 423 278 1874 521 1353 1249 104
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=0 7 7 15 3 9 4 12 20 18 18 16 23 18 3 8 23 22 5 20 22 22 6 21 17 19 6 9 21 9
split_gain=0.216837 0.618383 0.554351 0.531311 0.398625 0.535666 0.574604 0.548611 0.494614 0.382878 0.864315 0.362421 0.471364 0.447652 0.47731 0.445387 0.427538 0.876126 1.14316 1.09971 0.884319 0.855059 0.82855 0.794334 0.916323 1.28913 1.01548 0.92743 0.886561 1.05681
threshold=71.249517373150013 19.250086031950001 18.276616214250001 24.673905035600004 95.002044955650021 227.40597858270002 229.41769445250003 142.72328397895004 38.324118171300007 12.678381831100001 12.722397935550001 22.714946882600003 0.4369650000000001 12.854871756700001 94.297668925450012 8.6432548896500023 0.11458500000000002 0.15684000000000003 13.713273242250002 38.474425342400004 0.12616000000000002 0.075080000000000022 16.285380505300001 1.0000000180025095e-35 177.73379099395004 13.351077205700003 15.105352934150002 200.77913281735002 4.5589219677500008 193.00469145105004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 6 7 8 -6 -3 -11 12 13 -12 16 -13 17 20 -19 -20 21 23 -23 24 -15 -26 -27 -28 29 -25
right_child=1 4 -4 -5 5 -7 -8 -9 -10 10 11 15 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 28 25 26 27 -29 -30 -31
leaf_value=-0.11019847665491406 0.051817471823919929 -0.059990167167796996 -0.09725317032398563 0.058315577542178976 -0.0044154371018349245 0.10401428337772237 -0.10672703608736918 0.057738411149031471 -0.092591377857312973 0.10798231237894954 -0.050274849274238177 0.063280486871657937 -0.069901569363138433 0.090910972488780162 0.058609031931886095 -0.0052709983179828751 0.015419440927597953 0.022159311616878202 0.002127751234392336 -0.08126921980202334 0.081690212277027358 -0.10927485826217911 0.025136388727427801 -0.044893354036480863 -0.077927560402752352 0.061641988319135282 -0.057800122349845696 0.049343399123806704 0.0045496293954122241 -0.0053542003005561953
leaf_weight=0.25132917155860812 2.2990287602078743 1.0430820349138219 0.78960947360610589 0.73214143808581866 1.5764650088967753 0.28252383414655913 0.95186500967247401 0.73376861604629073 1.0665518338209947 0.74876985349692304 1.7515488532371808 2.0016230246983464 0.97036683486294251 1.84088216182863 1.4038381552672934 1.8001407273113725 16.222433121103677 2.9176872503885516 2.4194892055820674 4.5634171096899081 1.3259252560310404 1.3708058250340394 0.68918709876015771 8.5697234535473381 1.316669076000833 4.2481679760385305 1.9009029432199898 1.4050170909613369 77.275605229602661 32.010052633519081
leaf_count=82 87 24 86 62 102 6 110 35 203 5 35 30 34 64 24 22 206 144 46 139 30 110 9 328 194 46 31 25 1541 773
internal_value=-5.61696e-05 0.000296958 -0.0348506 0.0152513 -0.000390065 -0.0293962 -0.0381037 -0.0187598 -0.0399976 0.00040705 0.000784852 0.00030133 -0.000414011 4.1985e-06 0.000556408 0.0308213 4.0855e-05 -0.00171785 -0.0304086 -0.0523732 0.000434857 -0.000389923 -0.0643065 0.000634195 0.0267067 0.0133829 0.0292982 -0.0122641 -0.00173549 -0.0137042
internal_weight=176.479 174.706 1.77308 0.983471 172.407 4.61117 4.32865 3.37679 2.64302 167.795 166.752 166.003 162.202 161.231 159.48 3.80176 158.076 141.854 9.90059 6.98291 131.953 130.627 2.05999 128.567 10.7116 8.87076 7.55409 3.30592 117.855 40.5798
internal_count=4633 4403 230 144 4316 456 450 340 305 3860 3836 3831 3779 3745 3710 52 3686 3480 329 185 3151 3121 119 3002 360 296 102 56 2642 1101
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=20 20 9 23 16 9 21 10 7 20 7 20 9 17 6 13 17 22 10 22 13 0 15 14 21 9 9 23 0 5
split_gain=0.209863 0.959665 0.877629 1.32973 0.939762 1.64428 1.34037 1.72453 1.12511 1.08534 1.04733 0.951897 1.49614 1.16608 1.29954 1.7366 0.836831 1.65862 0.779541 0.65825 0.654198 1.88148 1.67187 1.02495 1.00178 0.99987 1.21707 1.14227 1.16938 1.84016
threshold=42.081757894750005 42.027798546600003 207.40106631805003 0.089965000000000031 22.554947256700004 194.57718764590001 4.2092667883500008 62.00390986255001 22.598495330900004 43.477771593600004 22.435297587800004 44.279556297950009 74.737174262250008 195.44378352670003 16.405383309150004 112.67059178900001 189.44392401325004 -0.124155 61.950140699950005 -0.077085000000000001 113.98793627290001 87.261973998100004 40.042228346200012 129.42733769190002 13.291307514850002 196.40176798710004 197.00658341100004 -0.10978499999999999 93.501885318850015 19.768819263000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 4 -4 11 8 7 -7 10 19 18 13 -13 16 15 -15 17 -2 -6 -8 22 -22 23 -1 25 27 -27 -25 29 -29
right_child=2 -3 3 -5 5 6 9 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.19093230953231657 0.057564273921085145 0.052604519699814806 -0.01155053584833007 -0.096852038814595226 -5.3529375943577682e-05 0.045690295047302792 0.016379278273605625 -0.15436245658477615 -0.089165231889797261 0.065631247351482791 0.033678163972515433 0.0033535097804745272 -0.11601864916365751 -0.030454148392228649 -0.10286182225308112 0.10256323097406715 0.072560303710556925 -0.083015653342337514 -0.1134763041039812 -0.048559309360032332 -0.00042235625163536059 0.046470523142306853 -0.11343614141805183 0.033313413411150905 -0.065112898013383325 0.1049624568897522 0.0051802434259758702 -0.1306699856846594 -0.0086807842453447501 -0.0093362166824365218
leaf_weight=0.29188567772507568 2.6637160175305321 3.6913464250101233 7.7486658008710929 2.391479554331454 1.121879241662102 0.72328627482056518 5.876824967854188 1.0659596531186251 3.856279912230093 3.5399060687050214 2.2139212884940207 11.056378872155618 1.1601110747142218 2.7338354896637602 1.1407326076878233 1.5312075577676294 6.1377256034174934 1.2253354444692401 1.3176380796357987 2.1254825788782918 45.189195981947705 10.55479654856026 1.4336895686574269 2.9348620914970533 2.4814769008626163 1.2651124065741886 36.200105630061444 2.6250074675772304 6.5333197398776974 2.3861686776363058
leaf_count=3 130 36 255 88 16 15 52 28 73 31 26 765 117 97 13 13 117 163 31 28 664 146 44 207 99 20 778 47 430 101
internal_value=-4.83976e-05 0.00243736 -0.00486676 -0.0316683 0.000624648 -0.0148796 0.00704181 -0.073493 -0.0492221 0.0195261 -0.0161214 0.0128721 -0.00798239 0.0293807 -0.00805599 0.0173009 0.0495641 0.0132713 -0.0613157 -0.000868976 0.000782384 0.00845653 -0.00683606 -0.00404298 -0.0030407 -7.54049e-05 0.00854965 -0.0223927 -0.0365544 -0.0728946
internal_weight=175.217 115.587 59.6304 10.1401 49.4902 21.8412 13.3315 1.78925 8.50972 11.5422 4.65344 27.649 12.2165 15.4326 5.40578 4.26504 10.0268 3.88905 2.43952 8.00231 111.896 55.744 56.1516 54.7179 54.4261 51.9446 37.4652 14.4794 11.5445 5.01118
internal_count=4633 2575 2058 343 1715 300 154 43 146 111 73 1415 882 533 123 110 410 293 47 80 2539 810 1729 1685 1682 1583 798 785 578 148
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=15 2 21 22 3 10 5 3 5 16 16 2 20 3 17 0 20 21 10 10 21 21 21 20 5 20 21 16 7 15
split_gain=0.209989 0.851185 0.482347 0.458534 0.400512 0.333016 0.287947 1.16473 0.767955 1.61145 1.40989 1.64404 1.19553 1.65284 0.873413 0.901594 1.10165 0.772378 0.720617 2.19467 1.2791 1.08715 1.04043 1.29587 2.70484 1.25672 0.924398 1.02019 0.864733 0.829221
threshold=46.723315192750007 247.02271001585004 6.5613067478000007 -0.10040499999999999 93.292185584700022 61.998532946250002 21.836296031200003 87.399085362750014 20.769304081650002 20.629951758200004 22.554947256700004 113.96113505555 42.720329370750001 93.469623821300004 196.81899330385002 85.799452775150016 41.037275035300006 4.8172533029000011 61.987779113750001 61.950140699950005 17.850008709600004 11.007427546000001 16.464809133250004 42.206017975500011 22.315896640950005 42.876019054300009 10.414935658300001 22.574947209950004 24.040556609400003 40.856592954650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -4 -3 8 -8 -1 -10 11 -11 14 -14 15 -12 -17 -13 19 20 21 -9 23 26 -25 -26 27 -20 29 -27
right_child=1 2 4 -5 -6 -7 7 18 9 10 12 17 13 -15 -16 16 -18 -19 22 -21 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.002279592024971949 0.025026370861747388 0.01407725260502 0.063156196913582513 -0.11132595727899919 -0.0096333131154540987 -0.107571991791171 -0.10085214936744713 -0.0039078250017537518 -0.11586116271677718 0.10262062401195127 0.023796756632850465 -0.033193497117674886 -0.140736879882703 -0.019044313952323481 0.037514676054924173 -0.010400280393783106 -0.088815585103482753 0.041923805499387803 0.013120927205584854 -0.10457005401336289 -0.11886624795090515 0.055089125217866644 0.089066414585077802 0.045599883019942986 -0.1228514019977076 0.0010136341347635265 -0.0045598745592152689 0.066402692699774404 0.047259167013318372 -0.11802712753132499
leaf_weight=88.332218149453183 0.31056287401588623 0.38003577606286887 1.4157507470808925 1.1980455785524089 1.6219372642226515 0.55173651629593223 0.98773699926095915 12.320762058006958 1.554563056910413 2.0048925036098835 2.7614328979980218 3.3738452908582985 1.9356608539819706 2.636031836271286 2.8761266954243174 4.2823188006877899 3.0803171843290329 2.3033382287248969 6.7700210221664801 2.0405752322403705 0.79432919877581198 4.1841541989997486 1.9327659015543748 4.0128980772569758 2.1125066505628638 1.1500649122754119 6.2801557136699548 7.6589335277676582 1.120680049061775 1.1913247643969951
leaf_count=2820 22 13 8 67 33 35 46 520 91 74 26 35 17 31 22 26 23 20 141 87 30 80 26 33 45 97 43 77 9 36
internal_value=-4.93458e-05 -0.0193159 0.00498488 -0.0832564 0.0242911 -0.0579557 0.000580023 0.00671329 -0.00221956 -0.0170439 -0.010961 0.0247743 -0.0265838 -0.0705691 -0.0111158 -0.0249311 -0.043207 -0.00271702 0.00877356 -0.00648651 0.00508317 0.0110485 0.0179307 0.0133926 -0.0170031 -0.0620684 0.0274645 0.0414031 -0.0249794 -0.0595556
internal_weight=173.176 5.47807 3.96946 1.50861 3.03769 0.931772 167.698 52.5569 115.141 26.8085 25.254 7.68208 17.5719 4.57169 13.0002 10.1241 7.36264 5.67718 51.5692 19.3398 17.2992 16.5049 32.2294 30.2966 9.58747 5.57458 20.7091 14.429 3.46207 2.34139
internal_count=4633 178 89 89 41 48 4455 1270 3185 365 274 129 145 48 97 75 49 55 1224 717 630 600 507 481 220 187 261 218 142 133
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=21 21 17 0 20 14 9 2 3 13 3 17 10 22 3 20 18 23 20 12 16 10 23 6 21 16 22 22 17 17
split_gain=0.213757 0.715578 1.34223 0.9847 1.20383 0.925547 1.28075 0.843052 0.75264 1.949 1.7391 1.49361 1.10532 1.74088 1.47986 1.07063 1.05724 1.02375 0.952846 0.930134 0.90369 0.737635 0.690712 0.641619 0.586209 0.559256 0.815955 0.642424 0.638 0.767516
threshold=3.1734339793000008 4.3702623492500008 198.90226058785004 85.431134011250023 42.027798546600003 178.81552749445004 194.29956510785004 52.497771754550008 85.589753040950015 108.06526301150002 85.923121849150007 181.31611693365002 66.859265246100009 -0.15397999999999998 89.404675128050016 38.621016321050007 13.988302431200003 0.094385000000000011 42.546237522150008 243.44243106745003 22.584947186600004 67.923894665750012 0.097005000000000022 13.400313096150002 4.6633733285000014 22.684946952700002 -0.087660000000000002 0.15915000000000004 199.73283952805005 197.26918533450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -3 9 17 -10 -11 14 23 -12 -16 25 24 19 -19 -18 -8 -4 -14 -9 27 -27 28 29 -17
right_child=1 7 22 4 -6 -7 21 8 10 11 12 -13 13 -15 15 16 20 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0054670387637927587 0.04040517623315304 0.091196423196706913 0.031484421335223917 -0.0042793658577476639 -0.10760290496587617 -0.0096681005238419028 -0.080821404259860008 0.056436587779985753 0.072346406542787012 0.045181226319904538 0.075357366951672805 -0.11075025325640729 -0.038391053441524298 -0.098329152214035986 0.06476940670107463 0.0076090460882262609 -0.10261612198120679 -0.10708497984350152 0.018463099456452105 0.047985399523306944 0.0019144669599224064 -0.23263493317360787 -0.059695080674623972 0.092778786583112949 8.5843413818799199e-05 -0.11301282023542891 -0.0027389876277038455 -0.057525185132282997 0.050317541232796026 -0.03949418110290881
leaf_weight=49.86564409921084 1.3787413447862515 1.0253000147640694 5.3350881722726617 1.1062048524618133 2.6774532033014102 6.0117855720745865 0.69241612590849377 2.0395181629501264 3.7004516756278454 0.76700033806264345 2.8702799130696794 3.085156666347757 0.65326501452364005 2.5833369184692847 2.5940170260146251 43.981297593287309 1.8352864746702828 2.370940443463041 1.4249758114310678 0.46220674036521803 1.5054798573255537 0.59514112584292889 0.98405400128103782 0.86895592510700226 19.46556972432154 1.0053325929329733 2.0176660309080026 1.6022879008087318 3.1575624854303888 3.7545956798130637
leaf_count=1637 55 13 112 5 258 65 15 39 44 8 44 129 37 96 51 697 37 142 59 22 24 26 27 10 819 28 40 35 23 36
internal_value=-4.62682e-05 -0.00230807 -0.0202564 -0.0392933 -0.0492079 -0.0306071 -0.0831939 0.000971923 6.27182e-05 -0.0133599 0.00557381 -0.0797028 0.00196296 -0.0483433 0.00517382 0.00189579 -0.00087513 -0.00344014 -0.048238 -0.0817864 -0.0555106 -0.150993 0.0172854 0.0364869 0.00543008 0.00241248 -0.0394118 0.00482096 0.00678382 0.00390421
internal_weight=171.417 121.551 18.7809 12.4617 11.083 8.40555 2.39376 102.77 101.745 29.6154 72.1298 3.85216 68.4294 4.10556 64.3238 61.4535 58.8595 25.7632 4.25812 2.83315 3.34077 1.28756 6.31914 1.52222 21.5051 55.5187 3.023 52.4957 50.8935 47.7359
internal_count=4633 2996 563 424 369 111 46 2433 2420 1218 1202 137 1158 143 1015 971 920 1081 223 164 61 41 139 47 858 859 68 791 756 733
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=15 2 22 5 2 2 15 22 16 13 23 13 20 7 8 6 14 10 22 12 20 9 17 9 23 22 13 6 15 17
split_gain=0.209668 0.733052 0.418165 0.417444 0.673326 0.279361 0.273665 1.14473 1.03173 0.999294 1.18426 1.22102 1.17456 0.992241 0.762597 0.697461 1.14346 1.00945 0.87565 0.828933 0.722427 0.688527 1.04502 1.03999 0.818719 0.926552 0.663151 0.756823 1.16193 1.1415
threshold=46.723315192750007 247.02271001585004 -0.10040499999999999 25.704065249550002 263.5517324101001 287.56973319225006 41.54912092575001 -0.092614999999999989 22.604947139800004 117.64961624655002 0.11071500000000002 117.58509325145 42.283941020600004 22.398098708400003 8.543332867800002 16.455384477450004 271.27218842140002 62.009286778800011 -0.016014999999999998 105.28371344000001 38.238138001450004 190.36745536595001 188.85216786605002 194.45262321395003 0.10453000000000003 -0.043559999999999995 117.67650082785001 14.845346859150002 38.469938489650012 204.55825889135002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 15 8 -8 10 11 12 -9 -11 -14 26 18 -18 20 -20 -17 22 24 -23 25 -22 27 28 -1 -29
right_child=1 3 -4 -5 5 -7 7 9 -10 13 -12 -13 14 -15 -16 16 17 -19 19 -21 21 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0021017274827914317 0.022850785082381295 0.032095721200424109 -0.11043525617317684 0.054996789074066015 -0.017001701742310318 -0.10786932883280594 -0.0033215835859231688 0.051640337357262395 -0.10658272365468674 -0.012421638071393003 -0.076595596835272214 -0.064013826552229425 -0.061840717231618873 0.07417798415953003 0.036941740867361232 0.059399232860711554 -0.025990596793986156 -0.12608125446055612 0.0081069649398080208 -0.11192450498111528 -0.037280846748483726 -0.091006368352938474 0.076389299745940886 -0.0085713983705034448 0.094292569616360761 0.093387741828412071 -0.05965697816959159 0.018255182911880264 -0.11438878446244834 -0.033899944773793343
leaf_weight=61.258322413208589 0.29976050741970528 1.3465853517409421 1.0960495006293047 1.0956899549346415 0.60911042802035786 0.7610908355563879 3.1399237373843816 6.9320704847341421 1.398574069375172 1.7922687120735634 1.5857531162910152 1.6624820781871665 1.9071794964838775 5.0540335387922823 1.3240864281542597 1.8524325141043032 2.792718972079455 1.5763961695483883 0.95788430134416502 1.440681429376127 4.174633567337886 1.7810118384659279 2.179194200783968 10.876250117085872 0.71665740758180607 0.62373911566100471 1.6918885447084893 42.060583183527342 0.93563183373771508 4.6615207259310401
leaf_count=2651 22 7 67 39 6 37 36 66 42 18 15 31 44 46 14 167 117 58 43 129 155 17 18 114 5 13 22 510 40 84
internal_value=-5.48899e-05 -0.0198084 -0.0818111 0.00289176 -0.0181224 -0.067475 0.000571005 0.0102517 -0.0351423 0.0204216 0.00455305 0.0154345 0.0284303 0.0515074 -0.0213623 -0.00114878 -0.0149608 -0.0621038 -0.00658871 -0.0639891 -0.000388072 -0.00583003 0.0177612 -0.0201709 -0.00540501 -0.0202953 0.002469 0.00343406 -0.00379095 0.0130516
internal_weight=169.584 5.20829 1.39581 3.81248 2.71679 1.3702 164.376 24.7964 4.5385 20.2579 13.4116 11.8258 10.1633 6.8463 3.23127 139.58 28.9716 4.36912 24.6025 2.39857 22.2039 20.3515 7.69422 12.6573 5.51503 4.79837 110.608 108.916 62.194 46.7221
internal_count=4633 178 89 89 50 43 4455 312 78 234 170 155 124 64 58 4143 836 175 661 172 489 322 191 131 173 168 3307 3285 2691 594
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=8 15 10 9 9 12 16 22 23 2 0 13 0 6 22 22 22 21 4 18 18 20 5 16 9 20 4 0 15 21
split_gain=0.202745 0.497602 0.440403 0.34277 0.96811 0.67594 1.04756 1.02484 0.739564 1.19332 0.739613 1.44154 0.636181 1.43424 0.629245 0.623863 0.605771 0.841153 0.597279 0.547005 0.680739 0.760701 0.767847 0.561518 0.617117 0.963423 0.720472 0.708306 0.519489 0.475282
threshold=1.5487913386000003 21.086216674150005 90.937096262400004 186.70853236170004 185.98753508445003 144.66294237600002 22.764946765650006 -0.24150999999999997 0.10787500000000003 102.91212950120001 86.208098410950015 117.56358558635002 85.732241321850012 16.465384711100004 -0.61402999999999996 1.0000000180025095e-35 -0.088880000000000001 4.3143180605000007 208.25848595475003 12.783127173500002 12.899561312100003 44.131787411600008 21.100330328400002 22.714946882600003 190.36745536595001 41.444941515100005 201.03404857045004 89.861713010250014 27.614913206150003 6.5280300271500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 14 9 10 11 -2 13 -5 -7 16 17 -15 -11 -14 -21 23 -23 24 25 26 -22 -28 -20 -13
right_child=3 -3 -4 12 -6 7 -8 -9 -10 18 -12 29 19 15 -16 -17 -18 -19 28 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01421681203263451 -0.12112611462150683 -0.10764749216586059 -0.10136432406838869 -0.11510737214941268 0.068114495535229067 0.067939302369753429 0.10354345361784022 0.025770936806779606 0.060727842083301647 -0.13203335561598303 0.032908998482140045 -0.036351288249808322 0.072495256850862583 0.017622822947821689 -0.10502308305977695 -0.070693943316282856 0.040884459524750241 -0.11027560620056212 -0.10319284414441442 -0.065363021958808373 0.028657384075785983 -0.1295491632435041 0.046847011165930902 0.059038386883351293 0.0019548289814389605 -0.11243364328786448 -0.0095701481507255159 -0.10592676272369905 0.10432386609826481 0.03841930450139
leaf_weight=1.9486502804138579 1.3898620888503517 0.59622382338784508 0.39679698702639132 1.5641697685932729 2.6342350084887576 0.2668727170675993 0.7011994346976288 14.047554329605186 0.95814714673906642 1.4845910969015674 2.3777431946946308 1.7618041100213306 1.0320390798151482 1.3742763990303499 0.99288503346179158 1.2504397475277071 2.6348136433516633 0.821654469706118 0.2525331799261038 1.6027088910341252 2.4910145994363111 0.85863297129981109 0.34629939566366374 1.6442243233323086 116.12143520411701 1.1457612889353184 2.2612490011379127 1.1512999067708731 0.23096567392349243 1.642904504900798
leaf_count=245 86 134 281 60 46 9 11 598 16 287 47 38 11 49 154 55 72 48 58 14 35 80 7 21 2068 27 28 36 2 10
internal_value=-5.13995e-05 -0.0260734 -0.00533692 0.000412413 0.0103367 0.00450686 -0.0146497 0.0180224 -0.0228565 -0.0316183 -0.012691 -0.0353052 -0.0016803 -0.029706 -0.068382 -0.00773951 0.00855626 -0.0302331 -0.100595 -1.48635e-05 -0.000601227 0.000222407 -0.0788526 0.000985777 0.000210825 -0.0285176 -0.0122313 -0.0420782 -0.00406285 -0.000271565
internal_weight=167.983 2.94167 2.34545 165.041 28.7413 26.1071 10.7998 15.3073 10.0986 9.1404 7.17231 4.79457 136.3 7.64535 1.25976 6.08118 4.83074 2.19593 1.96809 128.655 127.623 126.02 1.20493 124.815 123.171 7.04932 5.90356 3.41255 0.483499 3.40471
internal_count=4633 660 526 3973 1362 1316 555 761 544 528 181 134 2611 284 163 224 169 97 347 2327 2316 2302 87 2215 2194 126 99 64 60 48
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=15 21 15 6 6 18 5 10 13 22 5 8 3 20 20 5 23 9 6 10 10 5 21 21 23 23 22 22 23 3
split_gain=0.197092 0.770434 0.253074 0.403773 0.664649 0.551228 0.316186 0.66113 0.698507 0.670266 0.896192 0.669613 0.576486 0.575727 0.659174 0.517863 0.874175 0.967625 0.608427 0.595446 0.838908 0.407117 0.406509 0.369329 0.317916 1.92153 1.4278 1.18023 0.966082 0.93447
threshold=11.870705757150002 17.123843457500005 12.537637863700001 4.9151148409000003 2.7350639043000005 16.115468395400004 13.252098438300001 79.728914316550018 98.255079293500017 -0.16533 13.153721664750002 5.5456722124000004 80.785478361850011 40.574766824850009 35.119813570500007 16.316541761950003 0.089045000000000027 208.34925031750001 13.665319288000001 75.629015667650023 75.499969677400017 13.6045160441 3.2871511629000003 2.8426267373000003 0.091385000000000022 0.08759500000000002 0.09450500000000002 -0.237895 0.08729000000000002 92.367355987800025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 9 11 -5 -11 -9 13 14 -8 16 -14 18 -18 20 24 -16 23 -13 25 27 29 -17 -29 -27
right_child=2 -3 3 6 -6 -7 12 8 -10 10 -12 22 15 -15 21 19 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10563455916505447 0.048817747730449813 0.035815148078545703 0.097524295748155077 0.042818055065692279 -0.10282255989663852 -0.10105993578321659 0.0071847544184969582 0.080147263392195925 0.097120255349337228 -0.082502616082241034 0.092391793209052775 -0.027664413059176298 0.081035480397184723 -0.004974551714222137 -0.0081612869362672931 -0.053401039509346319 -0.029985626140653199 -0.086493929687270654 0.084274801367768867 -0.054336078579108021 0.086492853248377521 -0.099611657142982979 -0.10283178128735625 0.094929227633314198 0.0055903347746951307 -0.0041728369628434656 -0.13928537265926827 0.0053722126985119639 0.082328941952284448 -0.053487288831452699
leaf_weight=0.77846785296787746 1.0667575099869271 0.76195976496092044 0.41091574454912805 1.2685791472613348 0.95468845543655334 0.21183882495279249 1.2818115125410239 0.97948794673720874 1.6516868371982125 1.6003317781141948 0.3586489651352166 0.87736073744963483 2.1440822505392125 6.913443422090495 0.62570412096101824 3.3528027252468666 0.79203170631080899 0.94100165832787741 1.1322511537000535 1.9867576760007057 1.1331028155982483 2.1927729425951838 0.4696411314071155 0.34134998230729252 59.206049237574916 8.6886833108728769 1.1977102763485152 54.609816490803503 1.6814781692810346 6.8892767094803267
leaf_count=466 100 38 15 44 307 101 29 63 27 104 5 68 34 210 19 282 26 17 27 30 8 170 94 7 768 150 37 1239 19 129
internal_value=-6.39217e-05 -0.0356676 0.000268552 -4.74472e-05 -0.0503965 0.029973 0.000441863 0.0204286 0.0460129 -0.0138114 -0.0504831 0.0143718 -0.000532764 -0.0225822 -0.0522702 0.00115654 0.032744 -0.00339242 0.0372454 1.60892e-05 0.000805687 -0.0793096 -0.0237875 0.00667297 8.98032e-05 -0.00417172 -0.0340713 0.00423792 0.00767099 -0.0259819
internal_weight=166.5 1.54043 164.96 163.893 1.57744 0.622755 162.316 7.54709 4.31953 3.22756 1.95898 2.66784 154.769 11.0137 4.10029 143.755 5.00937 2.86528 1.92428 138.746 136.759 2.81848 1.68835 1.21871 135.626 76.4198 16.7757 59.6441 56.2913 15.578
internal_count=4633 504 4129 4029 423 116 3606 412 259 153 109 232 3194 428 218 2766 104 70 53 2662 2632 189 169 75 2624 1856 316 1540 1258 279
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=12 20 17 17 8 22 2 20 16 8 4 21 18 8 9 19 8 20 2 4 16 18 12 22 16 16 2 9 9 21
split_gain=0.189265 0.691505 0.874965 0.847848 0.880247 0.704383 0.551111 0.651057 0.540511 0.517921 1.00989 1.09569 0.882 0.324804 0.722274 0.90113 0.426027 0.872824 0.609602 0.492703 0.394342 0.36985 0.724171 0.750673 0.721856 0.460684 0.794333 0.402439 1.01089 1.11713
threshold=92.791843202150019 42.055256506450007 188.85216786605002 195.81403325600004 8.0437227585500022 -0.14008999999999996 73.064159960350011 39.262923716450011 22.604947139800004 8.3434888241000014 147.36370056065002 1.0000000180025095e-35 12.98549864095 8.8430989333000021 215.63980588275004 14.351157895250003 8.7431769115000026 40.518963363600001 74.766480717350007 164.41789168470004 22.604947139800004 12.933745112000002 160.67073594290002 -0.55354000000000003 22.714946882600003 22.744946812400002 86.916594916350007 208.17787845895003 214.52351813370004 8.2961335722000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 -5 -3 7 -2 -9 10 -1 -12 -11 16 15 -15 18 -18 -8 20 -20 22 23 -21 27 26 -25 -23 29 -29
right_child=6 2 -4 4 -6 -7 13 8 -10 12 11 -13 -14 14 -16 -17 17 -19 19 21 -22 24 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.030747945881530854 0.082260396859213991 0.070748874798915451 0.093053273386743268 0.02776007576257879 -0.13098861884243887 -0.1092913962495107 -0.072201964767696122 -0.038364192515280324 0.036758470323291097 -0.043890618345718058 0.0030787336496675465 -0.12142361546015878 0.03905224885330183 -0.00085610013563543164 0.01124873995930231 -0.12351832260717129 0.076404799848053109 -0.0079627706270638584 0.09757098511117801 0.10337175753607293 0.0050318334089664088 0.0024117944967208473 0.0069696240427134272 0.0019456797553164312 0.054053860246799756 -0.019588833097844944 -0.12657942078161685 -0.020788773451272502 0.0088807509828177349 -0.11067328692489059
leaf_weight=1.5203315827529857 1.7424783725291479 0.36849368677940231 1.2935487418435512 0.4884084677323689 1.2262451713904736 0.52963841409655221 1.1724639168824058 1.5068257362581787 2.6285164058208466 1.9614020059816537 1.2075296955736123 1.704806807436398 3.7016298652742989 1.14810521621257 2.5973813488380983 1.2520609477069227 2.2010798391420385 2.7687180051580071 0.92657673778012284 0.29530183412134636 0.91545948851853609 100.50393416974202 4.6394941621401813 0.67339425487443705 2.5048764075618228 1.546736837364733 1.6819339474750448 8.30387933507882 10.338726698897515 1.6589520352426905
leaf_count=21 19 16 17 29 39 41 29 17 36 34 42 35 35 28 75 49 24 40 36 9 9 2726 210 5 38 15 269 259 350 81
internal_value=-6.06622e-05 -0.0111827 0.0404049 -0.020756 -0.08577 -0.0354229 0.000970623 0.0309892 0.00938546 -0.00971396 -0.0353149 -0.0698017 0.0103248 -0.000245149 -0.025296 -0.0648436 0.000648247 0.0294029 -0.00040904 0.000219179 0.0515807 -0.000496763 -0.0202589 -0.0503556 0.000919465 -0.0619894 -0.0898338 -0.000182265 -0.0130243 -0.0357558
internal_weight=165.009 14.002 2.19168 11.8104 1.71465 0.898132 151.007 5.87782 4.13534 10.0957 4.43267 2.91234 5.66303 145.129 4.99755 2.40017 140.132 4.9698 135.162 133.989 1.84204 132.147 8.83686 4.19737 123.31 3.90207 2.35533 120.805 20.3016 9.96283
internal_count=4633 309 74 235 68 57 4324 72 53 167 98 77 69 4252 152 77 4100 64 4036 4007 45 3962 508 298 3454 289 274 3416 690 340
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=21 21 21 15 12 2 16 12 3 13 3 17 23 6 10 3 9 6 2 19 23 21 20 20 5 3 10 21 5 21
split_gain=0.184197 0.608925 1.03093 1.42521 0.974197 0.653339 0.636827 0.551172 0.547514 2.17996 1.47879 1.37978 0.942892 1.08721 0.920526 1.784 1.72726 0.888811 0.876474 1.50675 0.79148 0.776622 0.950373 0.763677 0.60425 0.596896 0.62175 0.724997 0.699966 1.39748
threshold=3.1734339793000008 3.8811533507500005 3.4893684343500007 37.050691080100002 195.51336019310003 52.497771754550008 22.574947209950004 82.846568806150017 85.589753040950015 108.06526301150002 85.923121849150007 181.31611693365002 0.088755000000000014 14.355335410100002 66.859265246100009 89.404675128050016 194.03220695150003 14.055328400500002 305.67240907785003 14.351157895250003 0.087475000000000011 6.9984086918000008 43.521589032450009 38.621016321050007 21.482549112100006 90.461239173300015 62.186725015400008 12.010563921350002 21.252944829650001 5.7328850847000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -3 -2 -7 9 12 -10 -11 13 20 15 -12 17 -16 23 -20 -9 -14 -23 24 -17 -25 -27 28 -28 -30
right_child=1 5 3 -5 -6 7 -8 8 10 11 14 -13 21 -15 16 18 -18 -19 19 -21 -22 22 -24 25 -26 26 27 -29 29 -31
leaf_value=0.005137590020528611 0.018621436371032779 0.084793943512108075 -0.1776570746062491 -0.0062618753538657554 -0.0065811924895329112 -0.067009724447083918 -0.067926894037840677 -0.0023112748888987514 0.068679126339621518 0.040909144339883796 0.084204356304343447 -0.10949575217923271 -0.00032169225789012272 0.13455482314074396 -0.046618355456702093 0.10380403005684556 -0.10821475027401979 0.083346558961744838 -0.12404112008565725 0.013598220359217384 0.056117586421499381 -0.083072061525518437 0.043849729240382815 -0.065826194553226067 -0.00033136187872983988 -0.0014781193694238899 -0.033960986661002966 0.060160349647121372 -0.10792677715094628 0.082433796111456903
leaf_weight=48.113496568906157 4.1030969561834336 0.89771833270788093 1.2949527758755723 1.7684342990978619 0.44803152578242578 1.2454154955921684 1.0723605102393774 14.386543091874058 3.4285183592000967 0.75410449691116754 2.6815194312948725 3.1904652114026248 4.6534973900197638 0.69649569783359666 1.0265219912107562 1.3330648671835654 2.0964779313653708 1.0796490926295517 1.4798751697526307 1.7194444152992217 2.7637615955318315 3.2956276918193907 0.71859683369257243 1.2910433143842954 0.95739669399335969 48.549501170913572 2.5650558141060156 3.8224244054290466 0.48973258084151927 1.8145679785520767
leaf_count=1637 217 14 71 33 33 22 26 751 43 8 44 190 112 7 90 21 40 15 85 46 36 184 50 25 29 645 23 33 70 33
internal_value=-6.1861e-05 -0.00222546 -0.0276873 -0.0695103 -0.133682 -0.000157102 0.000688527 -0.000876289 -9.03308e-05 -0.0113822 0.00453659 -0.080742 -0.00106357 0.0120784 0.00143512 0.0042951 -0.0439579 0.0200033 0.000948155 -0.0500681 0.0071045 -0.0281229 -0.0603515 0.00363165 0.0602762 0.00141506 0.00293164 0.0275632 0.00197452 0.0419765
internal_weight=163.737 115.624 8.68688 3.51142 1.74298 106.937 5.17546 106.039 104.794 30.4591 74.3348 3.94457 26.5145 17.8468 70.9063 66.7036 4.20265 2.10617 64.0221 3.19932 17.1503 8.66772 4.01422 60.8228 2.29046 58.5323 57.2413 8.69178 4.86936 2.3043
internal_count=4633 2996 380 137 104 2616 243 2602 2580 1338 1242 198 1140 794 1199 1054 145 105 1010 131 787 346 234 879 50 829 804 159 126 103
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=15 13 23 22 19 9 23 15 15 13 0 20 22 23 20 15 5 22 13 23 10 20 23 23 0 17 2 15 21 22
split_gain=0.179891 0.692073 0.664912 0.315958 0.288173 0.397277 0.221657 0.242921 1.40315 1.40307 0.807766 1.16995 1.33047 1.01811 0.945542 0.765489 0.782847 1.97802 2.86122 1.29163 1.00977 0.676133 0.670605 1.50749 1.42621 0.751397 0.896101 0.597492 0.762776 0.65221
threshold=46.723315192750007 117.56896250265002 0.086955000000000018 -0.082484999999999989 14.651182102100002 201.16241229375001 0.4369650000000001 38.86986296220001 38.469938489650012 113.98793627290001 87.261973998100004 41.444941515100005 -0.083834999999999993 0.08079500000000002 42.243697547450004 37.882159664350006 20.911722254300006 -0.094409999999999994 117.47755492620001 0.080110000000000028 61.993156030000002 36.016191615950007 0.10249000000000003 0.10020000000000003 86.624809421150005 187.32964365115004 200.24623605120004 19.198394745150004 21.089366969400004 -0.27494999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 7 8 15 21 13 -12 -13 14 -11 16 -1 27 -19 -20 -21 -9 23 24 25 -15 -27 28 -18 -29
right_child=1 2 3 -5 5 -7 -8 9 -10 10 11 12 -14 22 -16 -17 17 18 19 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0021972030805242778 -0.086099259405940765 -0.086313900299782143 0.053058035078682592 -0.011058146338539746 -0.0020666424702601334 0.058540921310823613 -0.04728124779173401 0.006594084180006711 -0.07798275736074281 -0.0082804515995360001 0.08874035489765944 0.065295023988132125 -0.046742516267664375 -0.032671212276836156 -0.095197290594850367 0.045659186858806509 -0.091825383471962521 -0.12562564357324829 0.081554474616455763 -0.0013008351203547758 -0.088759175581458016 -0.12197965258901255 -0.0063410663744111716 0.10129599034645634 -0.065863928899431559 0.059290473875363917 -0.016770377206314007 -0.060171067916698462 0.10490562131086481 0.026754939284790696
leaf_weight=84.482927677338012 1.1684047235175956 0.69566215248778496 1.5836081749584994 1.4933925084769724 2.3435863852500907 2.0083674493944272 0.99320175521006504 0.61661743541480873 2.3957588896155348 4.5995289273560074 3.0020529106259337 2.0432389583438635 2.2024429924786091 1.6928475047461713 1.7195415240712462 3.4611072102561584 1.0344890938285995 3.4159318309102655 1.1806022098753599 3.5975342458114028 2.0853866022080183 1.2147525082109494 10.308880671858786 2.2991491639986625 1.9290168099105347 6.2456423646071908 2.0597706810804084 0.95581642416072909 0.24346795678138722 8.9033688090275955
leaf_count=2812 72 52 26 28 33 37 35 8 32 45 48 25 35 29 42 38 104 251 69 34 23 54 87 16 13 63 43 107 2 370
internal_value=-6.17787e-05 -0.0188492 0.00197836 0.0219399 0.000529362 0.0259029 -0.000193865 0.000114444 -0.0022777 0.006809 0.0109185 0.0409602 0.00717567 0.0038616 -0.0319322 -0.00061923 -0.00213174 -0.0192083 -0.0508414 -0.0136218 -0.0333943 -0.0786892 0.0130803 0.0271536 0.0128616 0.0280505 0.0404271 0.00998868 -0.0543455 0.0183277
internal_weight=161.976 4.94107 3.77266 3.077 157.035 4.35195 152.683 151.69 111.756 39.9335 38.1021 7.24773 4.24568 30.8544 6.31907 109.361 105.9 21.4166 10.2795 6.86352 5.68292 1.83137 24.5353 14.2264 11.9273 9.99826 8.30541 11.1371 1.27796 9.85919
internal_count=4633 178 106 54 4455 70 4385 4350 3842 508 446 108 60 338 87 3810 3772 960 377 126 57 62 251 164 148 135 106 583 106 477
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=9 9 23 23 0 2 10 7 5 15 16 22 19 19 0 6 7 20 23 16 22 22 5 23 18 18 20 23 22 19
split_gain=0.168214 0.849944 0.636455 0.888658 0.619426 0.614252 1.27403 0.715552 0.681443 0.804589 0.744258 0.576704 0.740286 0.57581 0.531466 1.23752 0.51951 0.668687 0.516748 0.508285 0.524266 0.554238 0.657565 0.4968 0.458644 0.494624 0.510183 0.769144 0.458403 0.451994
threshold=186.70853236170004 185.98753508445003 -0.17949499999999999 -0.23921499999999998 71.249517373150013 182.22337690155004 80.677940036650014 25.806080957700004 21.950234501100002 38.567335632300008 14.184966829400002 -0.117885 14.451165964200003 14.351157895250003 85.732241321850012 16.465384711100004 21.833224794850004 48.109449608500007 -0.245505 22.624947093000003 1.0000000180025095e-35 -0.096559999999999993 28.006145904900002 -0.25587999999999994 12.783127173500002 12.899561312100003 44.026978245600006 0.08326500000000002 -0.098419999999999994 13.951125619400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 9 10 -4 29 13 -13 15 -2 17 -10 23 -17 21 22 -21 -6 -16 -26 -27 28 -28 -12
right_child=14 -3 5 -5 18 6 7 -9 16 -11 11 12 -14 -15 24 19 -18 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.11172509028154137 -0.11291840816814434 0.06360800239570695 -0.083927621116364148 0.079412973014962404 -0.0049915007178507236 -0.088799094914510296 0.079075142948549365 -0.040272190864751881 -0.029838023832811828 -0.09648590784076258 0.015982342095754786 -0.021198832777483287 0.040323469109317195 -0.12568911466385363 0.070218135824152025 -0.10650495180832449 0.062055487194689653 0.10211169686755435 -0.10417855811188018 -0.080457180305468126 -0.059547051593314998 0.045515908997802834 0.056773321269805069 0.062569668648297078 -0.056634385904955287 0.00084379042084348904 -0.07787632895320068 -0.13151427531971052 0.083288898536950401 0.099517960340039971
leaf_weight=0.4247743426094529 1.3870249287865579 2.4157285159890298 1.02238443033639 2.2296662928492941 2.5978520230746649 2.449768241684068 0.99179987110983381 1.0179834215705339 1.8518414476857281 1.0383903346955765 2.2748661448422385 2.5893700070446317 1.6163909472525118 0.66227100044488896 0.92169901914894481 0.47668888224870887 2.6775221294374205 0.48456286080181588 0.3422491227465797 0.96000363014172652 1.113825761596672 2.6246518639090946 0.54876685235649347 1.8731909271155021 1.5546692125499237 119.84311976677782 0.30859894549939781 0.72634019266115502 0.41223674826323875 0.90556558687239874
leaf_count=105 60 46 216 85 178 310 50 324 324 14 89 86 18 11 11 63 32 9 38 50 41 56 14 74 14 2208 64 23 7 13
internal_value=-5.0603e-05 0.00677554 0.00170014 0.0265394 0.00403294 -0.00777214 -0.0403868 0.018624 0.00184533 -0.0131041 -0.00355887 0.00665026 -0.0149862 -0.0424807 -0.00158746 -0.0281728 0.0319867 -0.00247207 0.0142486 -0.00763726 0.00134442 0.0177527 -0.030544 0.023314 -6.00096e-05 -0.000587303 0.000131095 -0.0588884 0.014292 0.0397675
internal_weight=160.344 29.4662 27.0504 7.46773 5.23807 19.5827 4.45955 2.00978 15.1232 10.1092 9.07085 8.04846 4.86803 3.25164 130.878 7.11096 5.01393 2.3364 4.81329 5.72394 5.24725 4.13342 1.50877 4.47104 123.767 122.845 121.29 1.44718 0.720836 3.18043
internal_count=4633 2022 1976 480 395 1496 684 374 812 447 433 217 115 97 2611 284 365 333 290 224 161 120 64 252 2327 2316 2302 94 71 102
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=6 3 10 3 18 15 17 12 4 15 21 5 9 6 6 18 12 15 12 22 16 5 6 15 21 22 0 5 17 22
split_gain=0.176251 1.32712 2.03603 1.31925 2.17379 0.648527 1.23335 0.791566 1.23789 1.0899 1.07766 0.624197 0.559526 1.31807 0.738666 0.731186 0.55819 1.16734 1.71947 1.06981 1.03233 0.914303 0.905788 0.858967 1.34339 0.832654 0.849193 1.29187 1.2379 0.855259
threshold=14.845346859150002 86.26455603170001 69.165962322050021 85.589753040950015 14.329845562450002 38.469938489650012 205.96542837505004 138.67909474840002 218.45625741980004 29.326787846200002 12.575665986150002 17.886193876600004 205.73475031020004 14.235332606250003 13.665319288000001 14.881594619900001 133.01805689090003 37.050691080100002 162.59254673855003 -0.053874999999999999 22.614947116400003 21.020044509750004 16.355382140900002 36.535628266450011 12.489184206400003 0.11061500000000003 86.345209775600011 22.825270530250005 190.37043331840002 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 11 4 -2 7 -7 9 -9 10 -1 -3 14 -14 -10 -16 20 18 19 21 23 -18 -20 24 -13 26 27 28 -19 -28
right_child=1 2 -4 -5 -6 6 -8 8 12 -11 -12 16 13 -15 15 -17 17 25 22 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0039222640913601529 0.088614682940185263 -0.083279991427214303 -0.13453135050188939 0.077828585827968449 -0.093499064119735131 -0.1291370087822587 0.02125065963676567 0.06655885077273023 -0.0020957750427987357 -0.080335144332323125 -0.10869790632886951 0.024448208353851898 -0.0044996050374699536 -0.11185290173096599 0.014109749940383502 0.083465164418911941 0.029875460781200253 -0.024212933393188855 0.024983528790336731 -0.15798278374429506 -0.0097510146844386851 -0.12272929166071918 -0.039806738457845825 0.069845566946921178 -0.11980902061310961 0.062098573547173977 -0.00080634776242121471 0.0010912812957599139 -0.12328814581091721 0.036359705682511338
leaf_weight=19.038314366664061 1.1926708444952958 0.87052211537957092 1.1222939603903785 4.4105329539161175 1.4550879907328633 1.1492393265943968 1.0377752184867857 3.1782853084150693 13.429759948670837 2.4222469171509138 1.0350272734649468 11.895578389972801 10.88036800904956 1.2780242874287058 4.2936691300419616 2.3531757239252329 0.86401327885687373 4.1432667956687537 4.0939436602639017 1.4674480341491278 11.296825181925668 0.71957382946857251 4.5625450583029306 3.9950327686965457 0.68258678965503428 2.286845246446318 18.411406222265217 14.244439623173092 1.8129382287152109 9.3288479782640916
leaf_count=617 7 12 23 44 41 51 33 22 1232 140 42 402 411 81 66 41 19 35 62 64 162 68 221 79 17 45 152 319 27 98
internal_value=-4.96965e-05 0.00254659 -0.000666218 0.0443315 -0.0114668 -0.00432053 -0.0577755 -0.00230172 0.00701658 -0.0169709 -0.00932474 0.000990629 0.00114587 -0.015784 0.0113986 0.0386636 0.0018075 -0.00348109 -0.0319171 -0.0964694 0.0135603 -0.0394674 -0.00916525 0.02945 0.0166197 0.00314703 0.000334963 -0.0152614 -0.0543693 0.0116923
internal_weight=158.952 98.8564 91.7981 7.05829 2.64776 60.0959 2.18701 57.9089 35.4133 22.4956 20.0733 90.6758 32.235 12.1584 20.0766 6.64684 89.8053 61.9353 11.7075 3.05104 27.87 1.58359 8.65649 16.5732 12.5782 50.2277 47.9409 20.2006 5.95621 27.7403
internal_count=4633 1897 1805 92 48 2736 84 2652 1853 799 659 1782 1831 492 1339 107 1770 1110 434 151 660 87 283 498 419 676 631 381 62 250
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=12 20 17 21 8 4 5 19 22 9 2 20 9 23 12 22 21 21 15 18 16 5 2 18 9 12 18 23 12 2
split_gain=0.165954 0.555479 0.753124 0.718069 0.86749 0.950862 0.612743 0.636876 0.55751 0.527592 0.472159 0.514928 0.433144 0.416888 0.275721 0.897197 0.809218 0.705301 0.857153 0.766227 0.638551 1.60511 0.587865 0.745309 1.21167 0.534074 0.499196 0.436115 0.42426 0.593861
threshold=92.791843202150019 42.055256506450007 188.85216786605002 1.0000000180025095e-35 8.3434888241000014 147.36370056065002 17.640922824350003 14.451165964200003 -0.14008999999999996 200.15236065845002 73.064159960350011 39.262923716450011 188.08209940425004 0.079265000000000016 114.82338089645002 -0.14704500000000001 12.092691673150002 5.7328850847000004 34.969820938750011 14.349689277800001 20.394952307700002 17.756175227850004 103.92649527695001 13.015629076450002 198.73585755510001 128.54148248460004 14.414681958350002 0.08846500000000003 133.01805689090003 109.21625436180001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 13 5 -5 -6 -8 -3 -7 11 -2 -13 -1 15 -12 17 18 20 -19 21 26 23 -16 -25 -24 -17 -28 -27 -30
right_child=10 2 -4 4 6 9 7 -9 -10 -11 14 12 -14 -15 22 16 -18 19 -20 -21 -22 -23 25 24 -26 28 27 -29 29 -31
leaf_value=0.065613549896222548 0.07776947936355362 0.064505763550440964 0.091080448157780186 0.0099814735123589203 0.026211617712089737 -0.1529088181762201 -0.1025103728396955 0.00080315582137269409 -0.10793032388427533 -0.046896736299843519 -0.095284512477313787 0.038083742407077195 -0.029273889905928909 -0.0062402546182195838 -0.040226189771994776 0.091272677938139604 -0.068201400590813643 0.072344129132805857 -0.077711000937443833 -0.015800663932619675 0.043545493163446469 -0.1245073186857274 -0.056503169301706971 0.071518390846247226 0.00086164656071840984 0.034880103871578826 -0.039830654656315446 0.022668775347540453 -0.07898641008002244 -0.00028507662113968742
leaf_weight=1.1975660957978091 1.5833626305684436 0.31888533444725897 1.1335759335197506 0.84259476093575392 2.3392018480226398 1.3495980484440226 1.0836635318701158 1.3277589334174988 0.45506890194155769 0.71983832237310696 1.2023287935880969 2.3096127063035969 1.6273509156890211 2.4787626643665135 1.5953614297322918 0.62271246802993285 1.8441647092404299 2.4726457542565177 1.6552996722748492 1.6405004694825036 2.4951017405837774 1.1246617488068293 1.6920650425563497 4.5101614951163338 5.2547741607777425 3.4000046720029777 1.9575714935344875 2.5984896088993992 0.96777800470590492 103.17273882438803
leaf_count=31 19 16 17 7 16 32 21 24 41 51 111 34 19 53 21 7 34 27 23 27 24 65 230 127 127 95 137 22 12 3163
internal_value=-5.56132e-05 -0.0107659 0.039161 -0.0191649 -0.0365956 -0.079571 -0.0102526 -0.0456247 -0.036883 -0.116033 0.000931492 0.02961 0.0102413 0.0171662 -0.000214005 -0.0119012 -0.00579225 0.00210868 -0.0116936 0.0371882 0.000726447 -0.0162227 0.00149299 0.0231431 0.0334961 -0.000758638 0.00729321 -0.00418493 0.000118458 -0.00101645
internal_weight=156.973 13.2465 1.90753 11.339 7.66266 2.91203 4.75062 2.41142 0.773954 2.06944 143.727 5.52033 3.93696 3.67633 138.206 17.6135 16.4111 14.567 10.4538 4.11315 8.79854 6.30344 120.593 11.3603 9.76494 109.233 5.17877 4.55606 107.541 104.141
internal_count=4633 309 74 235 151 90 61 45 57 83 4324 72 53 84 4252 477 366 332 278 54 255 231 3775 275 254 3500 166 159 3270 3175
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=21 21 8 23 22 23 17 20 22 23 22 23 5 15 22 17 13 22 22 17 20 23 22 16 10 18 5 17 7 2
split_gain=0.172638 1.03172 0.686497 0.464252 0.569018 1.4047 1.11712 0.784894 0.530218 1.23143 0.636541 1.08725 1.51731 0.904272 0.588939 1.47257 0.564974 0.647386 0.492014 0.477395 0.438355 0.753973 0.469238 0.383023 0.476664 0.352513 0.348305 0.346193 0.397903 0.528168
threshold=1.2219980417000003 1.7791739561500002 8.2435668022500028 -0.10696499999999999 0.053690000000000009 0.094595000000000026 194.36188291790003 35.771221912400001 -0.0309 1.0000000180025095e-35 -0.095074999999999993 0.079470000000000027 22.053438739150003 32.355961258350007 -0.017745 205.28496454895003 106.57854566540001 -0.59614999999999996 -0.22754499999999997 171.19957438235002 41.11191809080001 0.08846500000000003 -0.117885 17.379959358100002 78.290589216800015 14.122113655700002 23.714185006400005 168.09695031380002 17.566486459500002 216.39684782960003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 18 8 7 -7 -6 9 -5 16 -12 13 -13 -10 -16 17 -11 19 -1 21 -18 -23 24 -20 -4 -14 28 -3 -30
right_child=1 27 25 4 5 6 -8 -9 14 10 11 12 26 -15 15 -17 20 -19 23 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.046255006499623476 -0.1134918693563834 0.069715197568396212 0.017503993749576278 -0.12619696259751292 0.027371191089465632 -0.04759664225549165 0.071667469465614239 -0.11003274798647132 0.094660428699728683 0.045465503263611193 0.089224221746594806 -0.032887489187111769 0.070540498186112022 -0.14148438192215937 -0.085916288235024799 0.089272935164254386 -0.043698377531167475 -0.1073513328948643 -0.10658127173198927 -0.1068408026130904 0.10332261572666959 0.026177135425467943 0.10773654747773105 0.088590271304394994 0.062403787220160094 -0.0696596776500642 -0.0020967402897763558 0.0007024417155878476 -0.072103157089275324 0.027064535825356076
leaf_weight=0.43556475519289994 1.3030550040093651 0.33487349831557311 1.0996597567573188 0.70439460282796673 0.52625272110890309 1.4083393565524605 1.7755416149084338 1.9795272362825924 1.460075079892704 0.54761662613600992 0.93257529745459766 2.1295437118096747 1.152213267167099 1.198192906565964 0.87114006478804995 1.0680598546750841 0.99832835159031663 0.5614263631623545 0.25791003034101168 0.3825903971446678 1.0829726196825502 1.8939760589855721 1.1240833152551206 1.8043635196518151 0.47315474015340442 0.80265128286555398 1.5457955584861336 123.21325963225172 2.0197474444757977 0.73161387246364018
leaf_count=45 66 41 24 69 45 26 33 78 31 28 21 78 26 22 38 21 29 148 30 139 22 49 11 23 53 31 24 2883 412 87
internal_value=-4.76806e-05 -0.00154808 -0.0575754 0.00733666 0.00226027 -0.0251671 0.0189129 -0.0811758 0.0112961 0.00262223 0.00951381 -0.011255 -0.0268057 -0.0719891 0.0466909 0.0105733 0.0327913 -0.0318943 0.0420917 -0.0253365 0.0468596 0.031635 0.0565541 0.0638501 0.00278808 -0.0192734 0.0289238 -0.000126156 -0.0332067 -0.0457335
internal_weight=155.818 129.505 3.20537 26.3136 22.9601 5.68966 3.18388 2.50578 17.2704 13.8711 13.1667 6.95832 6.02575 3.32774 3.39927 1.9392 6.2084 1.10904 3.35358 0.818155 5.09936 4.01639 3.01806 2.53543 0.731065 1.90231 2.69801 126.299 3.08623 2.75136
internal_count=4633 3544 121 1089 799 182 59 123 617 527 458 171 150 100 90 59 287 176 290 184 111 89 60 106 83 55 50 3423 540 499
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=5 5 23 3 2 6 10 21 22 19 22 5 22 13 22 0 15 7 3 2 15 18 15 6 4 13 10 5 5 23
split_gain=0.164442 0.797527 0.806672 0.553736 0.569621 0.454513 0.550753 0.661999 0.386414 0.407314 0.259882 0.254207 1.09247 0.835556 1.18585 0.641975 0.869523 0.827326 0.677051 0.57859 0.565269 0.62003 0.502878 0.47868 0.983649 0.793214 0.518981 0.557421 1.10247 0.782299
threshold=25.704065249550002 24.453399453300005 0.090465000000000031 92.913112988300014 319.32263744460005 16.305380972600002 61.740440965750004 13.367933388000003 0.11873000000000002 13.251069136700002 -0.23401999999999998 23.195398057700004 -0.06828999999999999 117.66037007905001 -0.053874999999999999 85.931187223550012 43.79812286300001 24.040556609400003 94.472418703950012 226.19683278270003 42.33967733730001 14.1090729785 41.54912092575001 16.455384477450004 269.33704784675007 117.60122400020002 61.917879202350001 21.836296031200003 21.757682542950004 0.087125000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -2 5 -5 7 8 9 -7 -11 20 15 14 -14 18 -17 -18 -13 -16 22 -22 23 26 -25 -26 -1 28 -28 -29
right_child=3 2 -4 4 -6 6 -8 -9 -10 10 -12 12 13 -15 19 16 17 -19 -20 -21 21 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.053970427186124541 0.088723853737273803 -0.11077632265302129 -0.013982653892210432 0.073402359036049969 -0.10345589010880946 -0.067020090801388946 -0.10514902076401596 -0.11131427115037668 -0.10566331163974757 -0.0065869108806713072 0.072388329553276565 0.036495494040940345 0.096838984267381453 0.10395949104493428 0.021545280588988216 0.018174412787208976 -0.12450899942349179 -0.0095167684302496103 -0.041280830779443931 -0.066154752052425811 -0.082411274232005227 0.014659442571808312 0.033255621142959789 -0.0062223899866222527 -0.12553446736669308 -0.021349747236637507 0.0013615581026040745 -0.014933907444428733 -0.1180363310103745 0.046478732423247876
leaf_weight=1.6391122837812862 0.89527591015212138 1.2672605238331009 2.6857366639887914 1.0063809144776312 0.453959313512314 0.31804257111798673 0.45721525736735191 0.38234818633645762 0.19841324735898513 0.54585411725565824 1.76063239017094 3.8465924867196026 1.4690852537751196 1.7233865059679372 1.9838377537089393 1.6588158608647061 1.4485384053550663 1.1013742531649766 1.578566056123236 1.2117645334219558 1.7293092480394983 1.0621860708924939 4.3938147039152673 19.720777315291347 1.3255324652418488 1.6286618476733563 86.891042705855398 3.1115531643736158 0.78028854634612699 6.2218737909133779
leaf_count=34 20 133 52 23 75 145 142 30 15 68 72 64 9 24 37 16 29 20 55 24 21 33 39 218 48 15 2977 131 6 58
internal_value=-4.12583e-05 -0.000698075 -0.045013 0.0161637 0.00348301 0.0138808 -0.00247455 0.0121713 0.0288966 0.0390693 0.053698 0.000514002 0.0123914 0.0444587 0.0224759 -0.00887189 -0.0381801 -0.0748408 0.0138648 -0.0117104 -0.000966879 -0.0454751 2.14419e-05 -0.0011822 -0.0142837 -0.0680969 0.00182939 0.00277226 0.000298898 0.0260051
internal_weight=154.497 148.479 3.953 6.01812 5.12285 4.66889 3.66251 3.20529 2.82294 2.62453 2.30649 144.526 16.022 6.38807 4.66469 9.63389 4.20873 2.54991 5.42516 3.1956 128.504 2.7915 125.713 121.319 22.675 2.95419 98.6439 97.0048 87.6713 9.33343
internal_count=4633 4043 185 590 570 495 472 330 300 285 140 3858 278 94 70 184 65 49 119 61 3580 54 3526 3487 281 63 3206 3172 2983 189
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=20 7 8 21 21 20 7 4 23 22 2 12 22 20 22 18 20 20 7 23 7 7 17 21 22 23 23 2 21 7
split_gain=0.162794 0.413554 0.280804 0.194533 0.448998 0.754325 1.00019 1.2305 0.814692 0.544258 0.530664 0.435067 0.422726 0.951572 0.901684 1.34322 1.16407 1.07488 1.04962 1.04041 1.02939 1.05314 1.02351 1.01953 0.833986 0.803499 1.23713 0.772064 0.759207 0.62057
threshold=31.914316944300001 22.703933514050004 8.2435668022500028 3.1734339793000008 3.9632429946000003 39.656620114300004 22.598495330900004 299.08045921745003 0.088350000000000026 -0.102645 52.497771754550008 82.846568806150017 -0.101255 41.11191809080001 -0.047144999999999999 13.565012728250002 42.081757894750005 42.876019054300009 23.209106085000005 0.087795000000000026 23.913271136350005 24.040556609400003 236.15709471040003 2.0976681454000006 -0.10434500000000001 0.084065000000000015 0.092385000000000023 187.91736117530004 0.87557407920000008 25.070284486400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 -5 -7 8 9 -8 -6 -12 13 24 15 18 23 20 19 -14 -17 -22 -23 25 -2 29 27 -27 -21 -16
right_child=3 -3 -4 4 10 6 7 -9 -10 -11 11 -13 14 -15 16 17 -18 -19 -20 28 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10066742334791895 -0.0072217544154866212 -0.12068131131417359 0.10298640943813793 0.012834676727815832 0.081723826425059737 0.039288158676925311 -0.024737819428272249 0.035763411226189749 -0.16668788411311375 -0.12389714325510398 -0.059634415430686753 -7.3056066393923738e-05 0.057848531183904428 0.060100757586585278 0.053460242347076831 -0.12780024194438064 -0.066645174802940743 0.047996583006033926 0.083336508260847389 0.0059460530364531944 0.017563307026437699 -0.099722266909015242 0.072912024630547634 0.073544049641176945 0.099294438481591654 -0.1129683565229454 0.016797325142972903 0.013771223247975731 -0.099163013763739552 -0.037082176740051299
leaf_weight=0.10054969336488184 8.1464892478325037 0.36731456416418951 0.20726614445447922 3.4647598667943367 0.78501353040337463 1.0791216080106094 1.4616302277136128 0.90138034183473781 1.0956163885712156 0.89092117609106991 1.2419664694752999 97.747223972244683 1.4583949227817372 4.1957710632195804 4.5875049495225557 1.7496948404004795 1.5977036575641239 1.0269265786446338 1.6671054689213631 1.3734256365569311 1.9950508335605261 2.5534052587499905 0.39679928883560922 3.1746224773378335 0.80797193350735952 1.5497831707616572 4.6232170622024569 0.69673508587584354 1.3753539239987729 0.90657763194758434
leaf_count=77 453 142 3 78 14 52 78 60 40 85 22 2554 17 120 80 34 70 22 68 25 18 152 31 55 14 64 99 36 26 44
internal_value=-3.75646e-05 -0.0490342 0.0364618 0.000179276 -0.00208999 -0.0236201 -0.0468868 -0.0682668 -0.0954612 -0.0622899 -0.000170892 -0.000820342 0.00579874 0.020803 -0.000621528 -0.0198515 0.0146359 -0.0472661 0.0161856 -0.0104231 -0.0618782 -0.0385542 -0.0765031 0.0229934 0.00238933 0.0100137 -0.0127842 -0.0736613 -0.0466453 0.0385199
internal_weight=153.225 0.67513 0.307816 152.55 108.668 8.89343 5.42867 4.34955 3.44817 2.35255 99.7742 98.9892 43.8825 13.1502 30.7323 13.5962 17.1361 7.72188 5.87428 4.20717 6.69495 4.94526 2.9502 15.5384 8.95446 12.3638 6.86974 2.24652 2.74878 5.49408
internal_count=4633 222 80 4411 2983 393 315 263 203 163 2590 2576 1428 587 841 393 448 257 136 68 235 201 183 378 467 323 199 100 51 124
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=9 23 9 18 2 22 4 19 22 16 18 10 0 13 9 6 9 10 23 7 20 16 15 15 23 23 20 6 0 16
split_gain=0.160895 0.417641 0.350182 0.419543 0.301596 0.545116 0.257187 0.213888 0.366751 0.24673 0.221482 0.810057 0.724066 0.664742 1.4133 0.466904 0.451805 0.444965 0.627073 0.72288 0.496222 0.424719 0.420682 1.27288 0.60917 1.63827 0.730524 0.723665 1.20425 1.04444
threshold=230.67732472760002 0.089345000000000022 223.65407503400004 15.711526640050002 361.99740083035005 -0.038374999999999999 312.24436677560004 14.651182102100002 -0.064729999999999996 22.624947093000003 15.917243450850002 76.279622535200005 98.51854819030001 103.75835308650001 193.24048816455004 13.345311811050001 208.34925031750001 68.20618276945001 -0.20885999999999996 22.375171215700004 48.109449608500007 12.604970524100002 28.579157549250002 28.298162031900002 0.091385000000000022 0.088565000000000019 34.969856643350006 15.945372561050002 90.321439350550008 22.664946999500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 -6 -5 10 -9 -10 13 16 -13 14 17 -14 -12 20 -19 -20 -1 -21 23 -15 25 26 -24 29 -29 -28
right_child=1 -3 3 6 5 -7 -8 8 9 -11 11 12 15 22 -16 -17 -18 18 19 21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10517913842768845 -0.098989634410810767 0.044447291016899856 0.062645488853220327 0.020531533484134348 -0.10225399062522707 0.027233258239438757 -0.10381697355410316 -0.001325328676881847 0.093287269593861438 0.017137559198579452 0.011678247521838818 0.076515659297356875 0.012658515493437651 0.00380834194234981 -0.10250622561036148 -0.11060741733199748 -0.11003343850683496 0.056805271477719993 -0.1062780627306092 -0.10272745525300586 0.052243247899732906 0.011649941569879122 0.080893454653573338 0.077853804845563535 0.005131108188869235 -0.05659741337736518 -0.034321836470313616 -0.0020536369058036549 0.079744267984837108 0.06098304377470342
leaf_weight=0.81818211227073134 0.52288073797535517 0.33180782584531698 1.8099175894167268 0.41970604637026543 0.77247492274545948 0.56138459501744253 0.27551474712709023 2.6836812099209055 0.91623864881694206 0.79438594193197787 0.49045906262472161 1.8648684418294568 10.539381885489089 20.827701613583489 1.9856430672807617 0.31651363335549909 0.80652724578976631 1.5995560915034719 0.74177058493660375 0.35691087243321851 0.26511984190437943 3.5922212550940458 1.0035460978251638 2.6128669566824092 47.692312862665858 6.7241410017450098 11.694468756730201 25.582621894049229 1.9360439907759417 1.275272013619541
leaf_count=97 66 29 40 30 93 40 30 31 11 31 19 30 1031 798 121 12 40 81 84 119 13 181 43 29 600 136 283 457 32 26
internal_value=-3.90344e-05 -0.0433044 0.000205922 0.0372823 -0.000419735 -0.0477564 -0.0287476 9.44046e-06 0.0217396 0.0579246 -0.000659596 0.011277 0.0189529 -0.00195962 -0.0276227 0.00906458 -0.0640078 -0.00745767 0.00273651 -0.0157005 -0.0666527 0.00131285 5.28844e-05 0.012062 -0.00288222 -0.0108085 -0.00338799 -0.00547699 0.00370116 -0.0249508
internal_weight=151.814 0.854689 150.959 2.50514 148.454 1.33386 0.695221 147.12 4.39431 1.71062 142.726 14.0178 12.7208 128.708 9.3594 10.8559 1.29699 7.37376 6.29046 4.6909 1.0833 3.94913 119.349 23.4406 95.9084 48.2161 41.492 40.4884 27.5187 12.9697
internal_count=4633 95 4538 100 4438 133 60 4305 73 42 4232 1132 1073 3100 696 1043 59 575 465 384 110 300 2404 827 1577 977 841 798 489 309
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=20 23 15 20 22 19 22 7 22 8 6 0 6 3 17 0 10 20 21 21 0 22 18 7 13 4 13 7 20 21
split_gain=0.172827 0.504514 0.418455 0.211409 0.533748 0.41254 0.449911 0.580818 0.185186 0.289619 0.200244 1.05774 1.83108 1.24352 1.81948 0.494219 1.26312 1.08333 0.853356 0.766072 0.836484 0.66002 0.50424 0.502614 0.724265 0.477488 0.457946 0.425099 0.419175 0.820716
threshold=32.724174661450007 0.088565000000000019 27.874116299000004 34.515670600900002 0.18839000000000003 13.951125619400001 0.11061500000000003 23.822419043000004 0.63131000000000015 5.1459841250500009 14.845346859150002 93.308316333500017 15.045351532250001 85.589753040950015 186.18082682465004 95.44832900530001 69.873026810350026 37.041406607950009 2.0976681454000006 3.1734339793000008 94.743952975150009 1.0000000180025095e-35 14.329845562450002 20.797746106000002 116.87802876315001 143.58239362595003 96.789869612400011 23.960918281000001 41.835830569250014 13.291307514850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 10 -10 15 12 -12 14 -13 16 17 -5 -19 20 27 22 23 -20 -25 -17 -21 -18 29 -27
right_child=3 -3 -4 8 -6 -7 -8 -9 9 -11 11 13 -14 -15 -16 25 19 18 21 26 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.10421283811473017 0.051776680015067557 -0.11149410408568471 0.082179806714293674 0.10657341467191848 -0.061066006681742981 0.10463891171404259 0.10856382038882106 -0.10877161415584334 -0.0063444417061502521 0.087700699635738011 -0.11319285742057812 0.085301434990034841 0.0013065987831451314 0.078800269692085492 -0.093431357242710469 0.092015836410471286 -0.015042415127728899 -0.12199405334918173 0.057594708529447869 0.083469721957855306 0.032644169859859802 -0.083174800807706284 0.068006360382410896 -0.10807978327297557 0.0043302706646607663 -0.005050255726338034 -0.10596733291656107 -0.11147958866765345 0.01133157405253382 -0.085983333598300335
leaf_weight=0.17348369112732942 0.48310443248192292 0.51517155792316771 0.39396969704830553 0.92027383216190894 0.53465515247080464 0.85040160734206427 0.36375785782001913 0.42231724112571101 0.70941946143284329 0.60818778595421463 1.4202700956375327 1.0177922025322907 84.134662068165198 3.6954361931420863 1.2932880597654728 0.55831047147512336 0.82020123396068845 0.60868522722739715 1.0370356493222059 0.13440325277042608 1.4489452471025286 0.79489189386367787 1.3269424214959142 0.75470594331272911 2.3829484134912491 22.186506507488961 2.5246713249653112 1.0324800229864193 16.076097005745396 1.3279663309804153
leaf_count=135 33 69 37 8 16 17 3 58 34 31 28 6 1655 39 42 4 11 28 31 13 35 29 27 106 11 778 339 65 872 73
internal_value=-3.8292e-05 -0.0398489 0.0251952 0.000250063 0.0282206 0.0507428 0.0146302 -0.0231081 -0.000255613 0.0370654 -0.00059359 0.00225371 -0.00059417 0.042818 -0.014718 -0.00542723 -0.021763 0.00465459 -0.00892838 -0.0564452 -0.0242725 0.00200169 0.0143082 -0.00275994 -0.0227079 0.000182082 -0.0963922 -0.0687859 -0.00111297 -0.0096209
internal_weight=150.551 1.08262 0.567453 149.468 2.65424 2.11958 1.26918 0.905422 146.814 1.31761 145.497 91.5614 85.5549 6.00652 2.31108 53.9351 13.7862 7.82548 6.90521 5.9607 3.30163 6.29652 5.50163 4.17469 3.13765 40.1489 2.65907 1.85268 39.5906 23.5145
internal_count=4633 241 172 4392 127 111 94 91 4265 65 4200 1770 1683 87 48 2430 703 240 232 463 111 204 175 148 117 1727 352 76 1723 851
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=19 13 21 13 7 7 12 19 18 16 2 21 20 20 13 9 23 10 20 12 23 20 18 21 10 18 10 21 16 10
split_gain=0.178083 0.190721 0.27144 0.186843 0.510039 0.288644 0.631706 0.548271 0.459093 0.932005 0.644405 0.567072 1.21681 0.424342 0.400739 0.962794 0.722551 0.430487 0.442154 0.548925 0.536635 0.4228 0.397425 0.360741 0.328994 0.434049 0.326864 1.932 1.00457 0.96357
threshold=9.8507947922000021 81.048947258600009 8.8671606832000016 81.769454037550005 27.589407812900003 26.756201080000004 285.94642765385009 11.450923895500003 15.917243450850002 15.954962690350003 206.22726210890002 6.5280300271500007 41.772405911750006 40.300545846000013 103.75835308650001 193.24048816455004 0.12140000000000002 68.20618276945001 48.109449608500007 211.51213392550002 0.084565000000000015 48.109449608500007 17.448621627850002 10.899813468900001 75.424692849750016 15.105469479800002 71.053259929650025 6.9984086918000008 19.224955043700003 66.859265246100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 8 7 -7 14 11 -11 -10 -13 -9 15 17 -17 21 19 20 -19 -5 -15 -14 26 -26 28 -28 -16 -30
right_child=3 2 -4 5 -6 6 -8 13 9 10 -12 12 23 22 24 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.10366808741157872 -0.10677862067972339 -0.10449711874168788 0.080723519950576569 -0.10451524315126309 0.08350091152311781 -0.08845107696738963 -0.079067991620037179 -0.10312573205106426 0.062629833735750248 -0.10519714763481469 0.035955079699477345 -0.083099822771346074 0.004227496037596523 -0.0033781619051238762 0.029718321144135803 -0.11007552395605634 0.047794357866643371 -0.10190838526472581 -0.05473402315409083 0.062125344250802739 0.010952711576797499 0.04671067708245058 0.070356667923591562 0.088789076625961638 -0.001848663061487666 0.069374760115143416 -5.3741397923415897e-05 -0.10247101750916549 0.0017811489203745021 -0.033616156682173347
leaf_weight=0.34237600110100075 0.17555481048475385 0.13598967727011768 0.1892049547896022 0.71728521804470613 0.71301129184121237 0.62296027099000539 1.4552995023459514 0.28540944753876862 4.0292535184562421 0.85719037590024505 0.51941752160200849 1.0285532410489397 0.92482663554255884 1.9498682594567074 11.642044917833116 1.6456377171271013 0.35191141162067641 0.49826530778955236 0.9908689353178487 1.8266671601450069 2.7274143480317434 0.24907453672494739 1.169374218676239 1.1099664135836063 1.8370445650070899 1.6016488615423439 14.479236740677154 2.1103267744765608 84.431626864316058 8.4609448858536762
leaf_count=261 27 110 16 101 92 110 199 90 172 51 22 57 17 43 694 110 16 171 151 61 63 11 72 39 14 33 231 140 1326 133
internal_value=-4.28704e-05 -0.0515761 0.00326808 0.000188933 0.0459072 -8.64408e-05 -0.0226004 -0.0021969 0.000782629 0.0233603 -0.051938 0.037975 0.00554622 0.0135853 -0.000648943 -0.0210183 -0.0822633 -0.00356506 0.00634484 0.0183237 -0.00648075 -0.0655375 0.0242643 0.0503553 0.000823964 0.0313252 -4.19618e-05 -0.013082 0.00202749 -0.00144295
internal_weight=149.078 0.667571 0.325195 148.411 0.888566 147.522 5.48291 4.02761 142.039 8.46921 1.37661 7.0926 3.06335 3.40465 133.57 9.00712 1.99755 7.00958 6.04322 5.05235 3.22568 0.96636 3.11924 2.03479 124.563 3.43869 121.124 16.5896 104.535 92.8926
internal_count=4633 387 126 4246 119 4127 514 315 3613 358 73 285 113 205 3255 684 126 558 446 295 234 112 115 56 2571 47 2524 371 2153 1459
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=13 23 18 18 2 19 7 16 20 9 5 22 8 22 21 16 17 15 18 17 6 6 16 22 21 14 4 10 0 13
split_gain=0.17074 0.574508 0.577694 0.34454 0.845976 0.313905 0.282788 0.349838 0.318771 0.317307 0.266531 0.403665 0.39358 0.56379 0.407473 0.338746 0.375156 0.275762 0.604628 0.446473 0.280981 0.629673 0.729326 0.572818 0.507727 0.791801 0.472613 0.457243 1.31009 0.928329
threshold=95.937628385050019 0.079745000000000024 14.693728290050002 17.327266398450003 266.28898953815008 12.451004585100002 27.973342028250006 7.1549832685000014 47.927946529500012 31.023622952750003 11.926356180100003 -0.50748499999999985 2.8477776226000002 -0.237895 5.3283630236500015 12.644970430600003 163.00062368135002 18.871799531050005 15.957401718700002 167.73286393055002 13.665319288000001 13.825323026450002 15.839962959300001 0.053690000000000009 1.1709819147500002 208.96285973285003 415.14998645010007 71.053259929650025 95.988709089550014 108.79383516485002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 -3 7 -4 -8 -10 11 -2 13 14 -12 16 -14 18 19 -17 23 22 -22 24 -19 -26 -27 29 -29 -23
right_child=3 5 6 4 -6 -7 8 -9 9 -11 12 -13 15 -15 -16 17 -18 20 -20 -21 21 27 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.093438389551711534 0.053351836094236563 -0.1034050261004652 -0.107826272278085 0.076750137955167233 -0.063844248474762028 0.00038663641310586472 -0.10208242015630176 0.04033801679405484 -0.10202420459012691 0.078428882432407365 0.050776705636440336 -0.083754597453698884 0.00030794684752311936 0.079874957442246514 -0.10694981145680477 0.032846308145424767 -0.10501794356562921 0.015236874654122157 0.078164011238276265 -0.083277587970121358 0.081731007223436347 0.061914052792121602 5.6052818846556572e-05 0.0072473992389540491 -0.0035146952876514885 -0.108121843006574 0.0052231858904944863 -0.079543847178063065 -0.0030912572470946417 0.00055091387618639415
leaf_weight=0.5570195232576215 0.28907550107396673 0.98474435534262716 0.16971852873393878 1.6286171970423304 0.58053506846772496 0.41384758384447196 0.38367441361515364 2.6110420701879775 0.14198568827123381 0.31061433244030923 0.31029904889874194 0.83502566926472244 0.70798448503774014 1.3938687771878893 0.34690356836654246 0.79177238950796824 0.64742047066101804 1.4041540981270353 1.3836385922040788 0.56905700570496265 2.0505343275144687 2.5287780302460297 2.3420596243813634 5.7179442008491606 1.8456679057562722 2.1809179612901066 0.44251858536154021 2.706671637017279 13.038654154399408 98.362704181621666
leaf_count=68 8 556 26 43 34 32 192 254 60 25 11 186 37 31 35 28 123 49 25 61 41 114 27 85 58 142 21 216 140 1905
internal_value=-5.31485e-05 -0.0172237 0.0013622 0.000620196 0.0398039 -0.0726928 0.0159614 0.0312951 -0.0350259 0.0218187 1.42983e-06 -0.0484961 0.000394278 0.0438746 -0.032479 -0.000258011 -0.0500018 0.000240072 0.0316155 -0.0157131 -0.000409216 0.00101525 0.0381833 -0.0152827 -0.0372171 -0.0536977 -0.0890029 -0.000384515 -0.0162337 0.00208894
internal_weight=147.677 5.57265 4.17405 142.105 2.20915 1.39859 3.61704 2.78076 0.836274 0.4526 139.896 1.1241 138.772 2.05107 0.657203 136.72 1.3554 135.365 2.74447 1.36083 132.621 121.029 4.39259 11.5912 5.87326 4.4691 2.62344 116.637 15.7453 100.891
internal_count=4633 1213 625 3420 77 588 557 280 277 85 3343 194 3149 77 46 3072 160 2912 114 89 2798 2443 68 355 270 221 163 2375 356 2019
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=20 23 15 20 9 16 5 13 17 19 20 17 9 7 2 10 2 23 23 17 2 4 23 20 7 20 21 14 20 20
split_gain=0.151948 0.429781 0.359043 0.185197 0.465236 0.4963 0.414278 0.182617 0.550235 0.272291 0.409177 0.240003 0.308271 0.220732 0.605562 0.282842 0.195211 0.58466 0.534084 0.406475 0.315448 0.715924 1.16114 0.566623 0.834659 0.459763 0.608249 0.394959 0.384511 1.1335
threshold=32.724174661450007 0.088565000000000019 27.874116299000004 34.515670600900002 190.90230715925003 19.794953710800005 20.389142059250002 117.97223122220002 187.63270803470002 14.651182102100002 41.685324604100011 162.04221493815001 58.084576609100004 20.869210126600006 121.84632764400003 57.027573863050009 67.992056490600007 0.093325000000000033 0.076130000000000017 183.32030055335002 82.092636011950006 175.22798587345002 0.090465000000000031 38.621016321050007 24.355397875400005 43.219899330700009 8.449163415300001 177.36626049935003 37.041406607950009 36.859113051050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -2 9 13 11 -11 12 -5 15 -15 -9 17 18 19 -13 23 22 -22 24 -18 26 -25 -23 29 -29
right_child=3 -3 -4 7 5 -7 -8 8 -10 10 -12 16 -14 14 -16 -17 20 -19 -20 -21 21 27 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.10385316768501461 -0.16629833089622095 -0.10758479460942615 0.078651650489944436 0.028878427409778584 0.0030092716529685599 0.10509301234863749 0.012675708532105971 -0.027803769283059079 -0.10220760337875662 0.048689066280957864 -0.016576556654850035 0.003342839386576116 -0.10609143114618301 -0.10686235714036195 0.035549120890571946 0.090899411327139523 0.098028250597673866 -0.071988704421769995 0.020046486716851431 -0.061924026139007028 -0.1360169560899159 0.063331061705534472 0.012812280445707988 0.0084112807816886844 -0.024087051513923347 0.048649148801335779 -0.057711826033708849 -0.0073933284463783 0.0010469951420771792 -0.13304267619160873
leaf_weight=0.15360364163461682 0.20454578616045127 0.47599329838794802 0.36145200760802254 0.26430662551137984 1.0179795406947958 0.89492107089608897 0.35173481260426342 0.34881798436981615 0.70168074284447346 2.6882209237664929 1.4947136890841646 1.8175833253189906 0.47039122554087953 0.52986399759538449 0.68406587303616107 0.47283280943520367 1.7017549020238214 1.4694791526999313 4.4433106768265134 2.0088535133400001 1.0097226682119065 0.98194440272345573 1.0902163949795065 7.270991148776373 0.83403790666488919 2.0112842072267076 1.7202975867548955 5.0684056776517528 103.05153827718095 0.83644802717026312
leaf_count=135 37 69 37 49 43 16 31 36 39 39 18 15 291 32 17 14 25 32 119 27 46 29 15 98 34 23 32 199 3006 30
internal_value=-5.94309e-05 -0.0390829 0.0242237 0.000206481 0.0273598 0.0507676 -0.0531335 -0.000262471 -0.0258433 0.00023685 0.0253673 -0.000535797 -0.0575362 0.000480057 -0.0266116 0.040506 -0.000226313 -0.0138649 -0.0035367 -0.0309218 0.000831443 -0.000910804 -0.0587499 0.0152496 0.0578638 0.00542819 -0.00424001 0.000193985 -0.000375024 -0.0251921
internal_weight=146.431 0.991049 0.515056 145.44 2.46918 1.9129 0.556281 142.971 2.73726 140.234 4.18293 136.051 0.734698 2.03558 1.21393 0.821651 135.316 9.73923 8.26975 3.82644 125.577 112.038 2.09994 13.5384 2.53579 11.0026 8.99129 109.938 108.956 5.90485
internal_count=4633 241 172 4392 127 59 68 4265 138 4127 57 4070 340 99 49 50 3730 193 161 42 3537 3325 61 212 59 153 130 3264 3235 229
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=21 21 18 13 21 23 23 22 23 8 23 5 21 4 9 22 23 5 20 9 17 17 23 9 9 17 9 12 20 6
split_gain=0.147444 0.796663 0.483425 0.465332 0.402385 0.356247 0.554651 0.461125 0.981344 0.751952 0.868248 0.8097 0.755912 0.845003 0.657904 0.570584 0.799041 0.479997 0.455812 0.374125 0.351946 0.501088 0.307288 0.300209 0.964658 0.447509 0.546916 0.756864 0.713505 1.15584
threshold=1.2219980417000003 1.7791739561500002 13.829007611650001 103.89008753490002 1.0853204796000002 -0.093130000000000004 -0.041994999999999998 -0.095074999999999993 0.083395000000000011 8.1436447804000007 0.11296500000000002 21.836296031200003 0.37234627945000004 195.04069921150003 201.40496258350001 -0.23557500000000001 0.094385000000000011 18.057701168700003 39.746231405950006 206.39860865795001 193.82504409230003 183.32030055335002 -0.21029499999999998 203.09362050815002 202.86134752310002 197.26918533450001 202.38851837455002 207.49943573995003 41.243661560350013 16.345381907250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 20 -7 15 18 10 12 14 13 -10 -11 16 -8 19 -9 -17 21 22 -1 24 25 -3 27 -27 -29 -30
right_child=1 23 3 -5 -6 6 7 8 9 11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.069468517141160216 4.2380027070846911e-05 0.0014504710304513438 0.016683630324198874 -0.11281596006030672 0.056967143263199974 -0.090125200440529782 -0.11281105429442839 0.010152552493887529 0.019396619900527941 -0.13300417189594851 0.099707913283753308 -0.0059283908150301011 0.064140083960372574 -0.11380360409266557 -0.040373958111657011 -0.10747120825485207 0.030322211619141688 0.073652465001644504 0.086118507764788452 0.028447536251146321 0.078408886677156037 -0.084388762662183731 -0.0257057720071137 0.0072533012214265795 -0.084698065866621902 -0.036255732798658416 -0.10437411350831101 0.052535787120907285 0.014329115043172936 -0.099993999473235951
leaf_weight=0.98200655168875517 1.0167690682574169 65.786525954034005 0.34710472315418872 1.3832486412720753 1.5219371145358298 0.68024515973230038 0.60689711067971064 2.2606935538878932 0.89628874858317331 1.416764931753278 0.82964749642087543 2.4548960947431624 0.80474603522452515 1.0162991018551109 1.6712283779925199 0.27381211431657992 1.0914192540367365 2.4855424551060423 1.2140181601898801 0.77775070795905776 1.1694428862319908 0.44360087844324869 0.51828371522424932 37.119290277041728 1.4402464618906368 7.2841803843621129 0.69234131206758398 2.506795955781854 3.6724828386941226 1.1648648872505871
leaf_count=91 32 1797 30 59 52 57 85 47 28 18 30 39 20 115 35 79 39 65 46 16 47 59 121 1045 15 230 14 88 205 29
internal_value=-5.50758e-05 -0.00143824 -0.0546821 -0.0868387 0.00726983 0.00376712 -0.00150484 0.00188187 -0.00850778 -0.0257867 0.0101679 -0.0487946 -0.0171702 -0.0513825 -0.0828725 0.0268162 -0.0208268 0.0496916 0.036694 -0.00694379 0.0350606 0.00898236 0.03659 -0.000215955 -0.00357467 -0.00213414 -0.0175264 -0.013416 0.00923735 -0.0132006
internal_weight=145.529 122.414 2.74712 1.73035 23.1155 21.5936 18.4802 17.8 12.5646 9.08987 3.54698 5.54289 2.71733 1.91259 3.08799 5.23542 1.69832 3.53711 3.47471 1.05156 3.11333 1.94389 1.50029 119.667 82.5474 81.1072 15.3207 14.6283 7.34414 4.83735
internal_count=4633 3544 121 89 1089 1037 719 662 378 285 193 92 163 143 53 284 124 160 93 95 318 271 212 3423 2378 2363 566 552 322 234
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=13 23 18 15 22 18 2 7 3 19 7 9 21 13 13 23 23 19 23 5 22 9 22 2 2 21 12 12 20 17
split_gain=0.158694 0.49563 0.498616 0.310728 0.304389 0.285659 0.686694 0.259542 0.34946 0.285459 0.272064 0.334728 0.388944 0.332942 0.253306 0.230356 0.288246 0.334889 0.255182 0.222373 0.371954 0.35926 0.336842 0.225255 1.12451 0.724748 0.65432 0.642248 0.570892 0.452778
threshold=95.937628385050019 0.079745000000000024 14.693728290050002 20.268860138950004 -0.047144999999999999 17.108018746400003 266.28898953815008 21.350715310200005 78.027120320000009 9.4507625164000029 27.973342028250006 40.734022239000005 20.581461612800002 81.543623554650011 86.038725548750008 -0.55393499999999996 -0.27450499999999994 13.551093343600002 -0.57039999999999991 11.926356180100003 -0.16533 54.842324361600014 -0.22754499999999997 125.02712973155002 120.31044416595002 4.9790488931500008 140.76381847615002 153.14646283970004 41.641174900500005 199.89028782265004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 15 -7 -4 9 -9 11 12 14 -12 -11 18 17 -17 -2 20 -18 22 -21 24 26 -26 29 28 -25 -23
right_child=5 3 7 4 -6 6 -8 8 -10 10 13 -13 -14 -15 -16 16 19 -19 -20 21 -22 23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.091730734255840385 -0.032677233690808175 -0.10303170837297349 0.095809638131668803 -0.10435128520694266 0.074040540432363453 0.060679983785798079 -0.062999119731437916 -0.10409649871059685 -0.10421893758305814 0.024921783167220556 0.035091734994046025 0.082187877620675573 0.09495658516221106 -0.102105646749027 -0.10176011922708694 -0.10753861719879956 0.015748106325337345 -0.010805931741061701 0.094973740367950824 0.0050730108938899232 -0.10316248943777583 0.0061184134634488406 0.099004525359360218 -0.11867444080514689 0.093709644437700898 0.0082197270362394156 -0.06681628954821632 -0.0023831588949537498 0.0066235221541668214 -0.021399636865508335
leaf_weight=0.51133871590718571 0.22603329905541614 0.90416077851205023 0.3491444663377482 0.15906957653987774 0.23990147672884632 2.0328986746026199 0.57615263771731395 0.18752169570689226 0.26828233213745978 0.28818473730643779 0.375895062854397 1.0257824710060957 0.29170906078070402 0.33408468831839855 0.34897338729933836 0.5286433149012727 0.50990943425858859 1.1080493343761189 0.50983351035392743 0.82332008657976985 0.54337676170689408 46.666424305192777 0.71186043483612482 0.90349110789247677 2.227715220564277 1.7872071698802754 1.3935502036474634 71.158118443767307 0.60857170597591903 6.8580045833950853
leaf_count=68 50 536 11 32 20 61 37 116 25 39 77 59 8 113 109 78 23 49 14 38 163 1085 12 41 29 37 15 1465 58 165
internal_value=-5.49821e-05 -0.017065 0.000457543 -0.0705945 0.0029158 0.000590846 0.0333681 0.014044 0.00489532 0.0151589 0.0235515 0.0428092 -0.00067803 -0.0294672 -0.0444623 -3.53625e-05 -0.000337661 -0.0420501 0.0557637 0.000171093 -0.0455963 0.000533169 0.0486289 -2.78789e-05 0.00456625 0.0556546 0.000831309 -0.00375355 -0.0682448 0.00259257
internal_weight=144.457 5.28405 3.98092 1.30313 0.398971 139.173 2.60905 3.46958 3.12043 2.85215 2.66463 1.95465 0.928867 0.70998 0.637158 136.564 135.828 1.63669 0.735867 134.192 1.05329 133.138 1.53518 131.603 58.9329 4.01492 54.918 72.6702 1.51206 53.5244
internal_count=4633 1213 625 588 52 3420 98 557 546 521 405 215 156 190 148 3322 3258 127 64 3131 186 2945 50 2895 1331 66 1265 1564 99 1250
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=8 22 8 23 23 10 8 5 22 15 6 17 15 0 20 23 20 23 17 18 16 21 20 21 22 20 13 13 20 22
split_gain=0.15276 0.451373 0.67581 0.862481 0.558181 0.336493 0.237065 0.459878 0.207727 0.197028 0.987094 1.17718 0.939773 0.704215 1.05407 0.535129 1.09505 0.653143 0.868648 1.11025 0.669304 0.537613 0.529318 0.500125 0.727527 0.473591 1.23349 0.86717 0.390227 0.361325
threshold=8.8430989333000021 -0.0098449999999999979 9.5425530862500008 0.10249000000000003 0.093955000000000025 62.425997789000007 8.7431769115000026 21.990725385850002 -0.14510999999999999 38.86986296220001 15.635365317800002 205.96542837505004 38.567335632300008 86.780739992750014 42.759119507950011 0.08079500000000002 42.243697547450004 0.087795000000000026 193.09202135800004 13.531614672700002 22.604947139800004 2.3223121640500004 42.620627117000005 4.6112647835500011 -0.071969999999999992 42.055256506450007 117.67650082785001 117.60660091645001 40.722669576350008 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -3 -2 9 -8 -4 12 11 -11 29 15 23 16 28 21 20 -20 -19 -17 -23 24 -15 27 -27 -22 -12 -1
right_child=1 4 8 -5 -6 -7 7 -9 -10 10 13 -13 -14 14 -16 17 -18 18 19 -21 25 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0072306518998019017 -0.032949485425102717 -0.10975476332171093 0.012793075011020533 -0.11411143780340754 0.023159962721779549 0.043300927079790601 0.043260392377387574 -0.015428697969925615 0.094631079173757321 -0.10175722271894905 0.048868597981888938 0.037688695481036573 -0.089345103112697319 0.0051865347463392114 0.105050476996914 0.099997251828211772 -0.1143963350815741 0.048209168427873053 -0.1163445620540587 -0.0051329740079318655 0.04489086180608115 0.068738449261679033 -0.01341420782689557 -0.011100226230863869 0.098779491498512229 -0.1100490194560575 0.064999149337451476 -0.020070334677788716 -0.020272685281088804 -0.0060479718230133589
leaf_weight=30.895691143190561 1.137866873759777 0.93934327890747116 0.52634809911251068 0.80890644714236248 0.47609743976499885 1.1778260185383258 3.4722235752269617 2.1692734920652583 0.75512788660125785 1.7332144844986026 1.0860417294316018 0.93033164902590204 1.2364027425646771 2.007542107719928 1.7285081986337898 1.2259614048525715 1.1080504489655139 3.8811754697235328 1.2848443515831593 2.9790470190346241 3.7515761852264387 1.381581513443962 1.8140898168785495 3.1952306926250458 1.4166154768317922 1.1327403655450314 0.6244745161384343 4.5437807235866785 3.2863718990702182 60.858145487209185
leaf_count=1885 27 41 25 31 25 25 34 38 30 71 34 35 15 27 20 12 45 30 26 41 21 22 37 29 23 58 6 44 40 1836
internal_value=-5.23775e-05 -0.0159195 -0.00013719 -0.0252182 -0.0650476 0.0058336 0.000618224 0.0206932 0.0610173 -0.000239095 0.00571586 -0.0530511 -0.00274372 0.0100105 0.0355128 0.00243421 -0.0256013 0.00922699 0.000850762 -0.0386445 0.0129368 0.0437001 0.0221028 0.0173546 0.0439071 -0.000681454 -0.0478409 0.00930837 -0.00309903 -0.00157674
internal_weight=143.564 5.82152 4.40608 3.1246 1.41544 2.31569 137.743 5.6415 1.28148 132.101 39.1112 2.66355 92.9902 36.4476 8.3479 28.0997 5.48046 22.6193 18.1976 4.26389 13.9337 4.42163 3.19567 6.61939 3.42416 10.0526 1.75721 8.29536 4.37241 91.7538
internal_count=4633 204 138 83 66 52 4429 72 55 4357 621 106 3736 515 99 416 119 297 226 67 159 71 59 79 50 129 64 65 74 3721
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=13 23 18 15 22 18 2 7 3 19 7 16 10 9 21 22 7 2 20 8 21 20 23 9 22 16 0 21 18 18
split_gain=0.143067 0.440011 0.438671 0.288104 0.269191 0.251529 0.61562 0.233019 0.31125 0.253608 0.237478 0.306406 0.299299 0.29226 0.351047 0.243071 0.214105 0.376338 0.200491 0.624307 0.634745 0.545855 0.63811 0.462378 0.565813 0.529651 0.541729 0.523051 0.460488 0.587001
threshold=95.937628385050019 0.079745000000000024 14.693728290050002 20.268860138950004 -0.047144999999999999 17.327266398450003 266.28898953815008 21.350715310200005 78.027120320000009 9.4507625164000029 27.973342028250006 9.3849780538500021 91.23013819865001 40.734022239000005 12.944362924650003 -0.15734499999999998 27.014969757650004 152.68195387130001 43.182896969600009 5.1459841250500009 12.717166023350002 43.067541470150012 0.085345000000000018 186.70853236170004 -0.017745 22.664946999500003 85.866664228400012 5.2921303083500009 14.741741751300003 14.830595894550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 16 -7 -4 9 -9 13 12 -12 14 -11 -16 18 -18 19 20 -2 23 -23 24 25 26 -21 -27 -20 -30
right_child=5 3 7 4 -6 6 -8 8 -10 10 11 -13 -14 -15 15 -17 17 -19 28 21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.08936126802227598 -0.10404221384676311 -0.10275808220031786 0.094514771769638309 -0.10391610405695953 0.07029063029804529 0.069218809165893583 -0.056258513140511057 -0.10375756140576009 -0.10381581879372184 -0.1017502028471147 0.093677508804392559 -0.10226702426748183 -0.10076772009840157 0.078812400002034211 0.091932462227430276 -0.034793036731376042 0.010373477178098552 -0.10988800196760125 0.0019688598709601338 0.074539324544641239 0.064431455835019621 0.020917810268266984 -0.089493390764760233 -0.0015863033220672022 0.06797687003009506 0.029556963035702155 0.0080339246083812633 -0.052025289328132773 0.1143567806059288 0.020264613828374526
leaf_weight=0.47730577280162778 1.068416332345804 0.82070751770061157 0.31870685360627282 0.14439236712860293 0.22998078975797398 1.4664746862836171 0.53316180140245695 0.17040977271608504 0.24335589927795798 0.24777784909383649 0.25374875613488246 0.30659993462904822 0.11505396509892307 0.96619804123474751 0.36232922854833305 0.25994685315527022 0.5651131482591143 0.48228046455187723 15.558739049709404 1.727188519667832 0.28283299185568456 0.82543292467016671 1.4307329865405334 99.886449170066044 2.0014490017201743 1.2393082863418388 4.2109138346277177 2.1479191796388477 0.83927187829976846 3.1573331681429408
leaf_count=68 404 536 11 32 20 43 34 116 25 103 10 102 78 59 14 39 8 43 683 27 26 24 43 1770 35 23 59 28 14 156
internal_value=-4.43135e-05 -0.0168056 0.000147401 -0.0695966 0.00310066 0.000555347 0.0357629 0.0133167 0.0044707 0.014296 0.0223057 -0.0283953 0.0330172 0.0409543 -0.00108725 0.0389947 3.54789e-05 -0.0450018 0.000386522 -0.00120755 -0.0687786 -0.000402885 -0.0490987 0.000585 0.0197329 0.00937851 0.027378 -0.0221762 0.00974626 0.0400236
internal_weight=142.34 4.91651 3.72143 1.19508 0.374373 137.423 1.99964 3.24413 2.92542 2.68206 2.51165 0.675403 0.368803 1.83625 0.870054 0.622276 135.423 1.04739 134.376 114.821 1.35125 113.469 2.25617 111.213 11.3268 9.32533 5.9381 3.38723 19.5553 3.99661
internal_count=4633 1213 625 588 52 3420 77 557 546 521 405 190 88 215 156 53 3343 51 3292 2439 430 2009 67 1942 172 137 86 51 853 170
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=20 7 8 21 21 8 16 19 7 18 9 6 23 22 5 23 17 15 8 9 22 7 6 18 20 17 7 2 5 20
split_gain=0.138978 0.251408 0.201616 0.173551 0.644327 0.470074 0.390882 0.702833 0.450243 0.630732 0.585029 0.680054 0.579086 0.510055 0.490168 1.26116 0.460617 0.50607 0.432027 0.381836 0.341773 0.299434 0.295614 0.308894 0.286901 0.277785 0.302336 0.384415 0.6292 0.314555
threshold=31.914316944300001 22.703933514050004 8.2435668022500028 1.2219980417000003 1.7791739561500002 8.2435668022500028 15.404963976500001 12.050972309250001 23.209106085000005 13.431207332600001 202.70031010240004 15.975373262050001 0.079025000000000026 0.15684000000000003 18.850689434250004 0.079745000000000024 192.80507188075003 30.404760455250003 6.0452823216500002 187.55294863440002 -0.18437499999999998 23.960918281000001 14.825346391850003 15.502113896900001 48.823707093150006 168.09695031380002 17.566486459500002 216.39684782960003 13.713273242250002 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 20 9 16 14 12 -12 22 15 -10 17 18 24 -19 -2 -7 23 -14 -8 26 -6 28 -28 -29
right_child=3 -3 -4 4 25 21 8 -9 10 -11 11 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.10046729922639304 0.051197408006635116 -0.11473089339258918 0.10189445855423432 -0.10511009824180154 0.064564438300395141 0.019024999618146316 -0.102714882406099 -0.11453426135370015 0.085396660876475183 -0.088439275614382071 -0.072181682961350177 -0.083216746259382801 -0.020717763229952998 -0.039499758345707819 0.070710956869135241 -0.037489744244277014 0.087733957126141515 0.01929018713710904 0.096736933965143101 -0.046757084056754328 -0.032212438929065133 -0.068695780938214435 0.091359039333245629 0.056053828354409342 0.10164755349928881 0.00049232680028011265 0.013194154719982554 0.0667971186289682 -0.11127616594493994 -0.10418314723943101
leaf_weight=0.076951517708947814 0.84322531959333047 0.28271948223573418 0.13668987900018692 0.98402090908348272 0.28773705039930009 0.93936216644942738 0.22812743086251674 0.68621239905405662 1.5039618545561082 0.8478959368658251 0.65520055801607657 0.82503219740465272 0.85076940583530891 0.85847560805268575 3.4554467152338475 1.8779872411905669 0.58971503749489773 1.3679264443926515 0.74685034761205316 2.4306988926837221 1.1768863103316134 0.66432992287445813 1.0326260626316068 1.3649081939365713 0.098295178264379501 114.23569259603937 0.62850058751973881 0.44952119045774441 1.147809681111539 0.14145751793694217
leaf_count=77 78 142 3 65 41 25 112 70 18 23 22 28 18 20 49 49 12 45 16 42 209 30 23 46 4 2871 90 61 320 24
internal_value=-4.29331e-05 -0.0528644 0.0290058 0.000143121 -0.0013435 -0.0506995 0.00842749 -0.0270974 0.0135595 -0.00819504 0.0246071 0.000601836 0.0151237 0.0290526 0.0442224 0.0171582 0.00426259 -0.00584114 0.0547926 -0.0229727 0.0026041 -0.0173134 0.0471699 0.0265753 -0.0411755 -0.00025086 -0.0322274 -0.0439921 -0.0672356 0.025871
internal_weight=141.415 0.496361 0.213641 140.919 119.478 2.58771 21.4402 2.70632 18.7339 6.30951 12.4244 5.58701 4.76198 4.10678 6.8374 3.38195 5.46161 4.8719 1.07327 3.79863 2.02011 1.60369 3.2483 2.21568 0.326423 116.891 2.65503 2.36729 1.77631 0.590979
internal_count=4633 222 80 4411 3527 120 884 357 527 254 273 157 129 107 116 67 231 219 132 87 287 55 87 64 116 3407 536 495 410 85
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=0 7 7 21 20 7 18 3 21 21 8 23 22 9 9 8 9 21 15 21 0 6 23 22 0 9 0 17 21 9
split_gain=0.134722 0.409419 0.354887 0.353666 0.320009 0.254025 0.323651 0.36815 0.353865 0.347433 0.310106 0.334947 0.268359 0.251054 0.72129 0.641831 0.442896 0.483897 0.742645 0.674168 0.345086 0.990912 0.440361 0.435579 0.428779 0.392784 0.351114 0.365054 0.333495 0.717705
threshold=71.249517373150013 19.250086031950001 18.276616214250001 11.365119104850001 44.952171034750002 21.833224794850004 15.105469479800002 84.049266532200008 16.464809133250004 6.9984086918000008 2.5480115570500002 -0.25420999999999999 -0.074029999999999999 186.70853236170004 185.98753508445003 8.3434888241000014 185.00606802455005 4.8814716696000007 18.871799531050005 6.3374497763500015 85.732241321850012 16.465384711100004 0.10249000000000003 -0.088880000000000001 85.495657006400009 199.17419511990002 103.37390357390002 240.41195881570002 16.027392061700002 199.89081775665002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -3 9 10 -9 -12 -13 14 15 16 17 18 -7 -19 21 -15 23 25 -25 -23 28 -28 -22 -30
right_child=1 5 -4 -5 -6 13 -8 8 -10 -11 11 12 -14 20 -16 -17 -18 19 -20 -21 26 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.1006476437343376 0.051884090123041487 -0.099159324230131921 -0.091825274894603515 -0.10819569671960592 0.10011663598451935 -0.078571740992822131 0.10071484618001883 0.087268121050656622 0.047474579393111879 -0.086017598685880367 -0.11078966529096008 0.0048950526007186246 -0.066602981256668733 -0.10967565449250756 0.068294314982933715 0.10121025560763675 -0.047018537702930394 -0.10671398138900068 0.066730108009203357 0.0029193613506830396 0.0014987255308847149 -0.10859584871561707 -0.064982604503578678 0.071071962688731713 -0.019634617811065194 0.022996472377834767 -0.10229036160803162 0.013141421234650603 -0.10732742135815154 0.010476989125717116
leaf_weight=0.099578781206217881 1.5190239122639457 0.59701723692705755 0.55838218140706886 0.16924463921168353 0.39168908691499382 0.41661128174973727 0.21309890900738526 0.28042118137818794 0.74660332361236204 0.81341385077394068 0.3787776781828146 2.3542030644966876 0.6756166823033708 1.1172292310511682 2.00976666236238 0.65304124844260591 1.7652822935488082 0.59948087671364092 2.2594930805944387 8.7146099972414941 106.86047865726869 0.46329687823890697 0.90073980472516257 1.4255159019958235 0.82144859858090047 0.4444003562675789 0.67166198802442412 0.46271281014833221 0.88474272657185737 1.2447486075107006
leaf_count=101 87 40 86 31 12 320 7 12 31 108 46 260 89 60 44 20 29 82 139 546 1871 23 31 37 34 36 337 68 19 27
internal_value=-3.77588e-05 0.000251895 -0.033139 0.0164731 0.0594222 -0.000317373 -0.0203375 -0.02475 -0.0162868 -0.0268599 -0.0138159 -0.0221319 -0.0110482 0.00060359 0.012173 0.00434492 -0.000253757 0.00663129 0.0441098 -0.00413695 -0.00104389 -0.0262869 -0.00331398 0.0142941 0.0379113 -0.0441694 0.000141792 -0.0552056 0.000717851 -0.0384674
internal_weight=140.512 139.293 1.21889 0.660513 0.491268 137.774 6.05915 5.84605 5.24904 4.50243 3.68902 3.4086 3.02982 131.715 16.4183 14.4085 13.7555 11.9902 2.6761 9.31409 115.297 5.17263 4.0554 3.15466 2.24696 0.907697 110.124 1.13437 108.99 2.12949
internal_count=4633 4403 230 144 113 4316 593 586 546 515 407 395 349 3723 1180 1136 1116 1087 459 628 2543 221 161 130 71 59 2322 405 1917 46
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=15 21 7 14 17 9 22 23 22 22 6 12 20 20 2 20 7 4 18 10 20 22 18 6 2 23 15 17 17 0
split_gain=0.136157 0.546794 0.574746 0.752994 0.253261 0.220288 0.200133 0.444115 0.16617 0.937319 0.338033 0.677813 0.202291 0.545652 0.816074 0.926901 0.779554 0.769274 0.902673 0.626634 0.569579 0.580447 0.508834 0.495921 0.599178 0.476689 0.458414 0.426538 0.940279 1.36412
threshold=46.055224235250002 15.551195696050002 23.543468673550006 405.43947904810005 183.93802912725002 201.65416293750005 -0.63026499999999996 0.09721500000000001 -0.58319500000000002 -0.54488499999999995 13.825323026450002 208.33288250865004 42.206017975500011 41.873095646600007 189.32640726775003 41.559097512700014 23.156313609200001 274.81987900165007 17.370891598500005 62.084563606450011 36.772607578000013 -0.057599999999999998 13.602243858600003 16.515385879350003 207.58106365020004 -0.25098999999999999 45.102215827400009 191.06791329340004 192.44445991605002 86.162394622750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -4 7 -1 10 -10 11 -8 13 14 17 20 -17 27 -19 -15 21 -16 -21 25 -25 -22 -14 -11 -29 -30
right_child=1 -3 3 -5 -6 -7 8 -9 9 12 -12 -13 26 19 15 16 -18 18 -20 22 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.13151823113355396 0.022883662177978728 0.048591477857773534 0.045873348487892492 -0.10831341854343668 -0.097913409514020555 -0.012538965662222373 0.074754069175029261 0.0055729613650421922 -0.10736633177718485 0.0057394833668099636 -0.016525050707423463 -0.1016663856870101 -0.0034932685952155092 -0.028646269231013651 -0.084683381744795186 0.024391863707607861 -0.11995983370875019 -0.12846035337771458 0.064377705107632674 0.080373820898494513 -0.053506272058877993 0.062720576471937128 0.021114676741405741 0.035389565162845318 -0.089512247621415575 0.045519739296685575 -0.090663312864073253 -0.060026801176397054 0.10149154461516718 -0.0091975858932288081
leaf_weight=0.36723466427065321 0.20080876105930556 1.0910202235681934 1.3142846315167851 0.58674194524064649 1.2791851996444163 1.2690240517258642 1.6060060095151123 0.66280705895042047 0.80210869745860591 32.753752594170692 1.2439218892250208 0.25194041809663748 39.478034231964557 1.5074389293004049 0.82227201392788629 0.69273589877411612 0.81337795055878814 0.96841549233795265 0.32394051418032177 2.3128903999458998 0.50728536449605499 0.39569975288395898 3.8793392720981501 0.89192019123583921 0.67455024650553241 11.646668292527464 0.61264851549640198 3.4290045716297781 1.1632874426431978 25.952685046417173
leaf_count=42 13 13 27 36 117 37 65 27 124 739 30 76 1731 38 105 7 49 70 44 20 25 36 109 11 39 363 18 66 34 522
internal_value=-4.1604e-05 -0.0151215 -0.0300702 -0.00604837 -0.0815234 0.0171789 0.000605635 -0.0433033 0.000946388 0.000399051 0.0238198 0.0508312 0.00107003 0.00373358 0.0013164 0.0212049 -0.0535654 -0.0037471 -0.0801238 0.0291732 0.0287434 -0.0367942 0.0432489 0.0345612 -0.0183954 0.0413866 -0.00482536 -0.00218773 -0.0106882 -0.00444897
internal_weight=139.501 5.74106 4.65004 3.17005 1.47999 2.58331 133.76 1.03004 132.73 129.628 3.10187 1.85795 128.826 88.7353 81.0356 16.4445 1.50611 64.5911 1.29236 7.69967 14.9384 1.21797 6.19223 13.7204 1.56647 12.154 40.0907 63.2987 30.545 27.116
internal_count=4633 243 230 100 130 64 4390 69 4321 4150 171 141 4026 2277 2110 635 56 1475 114 167 579 141 129 438 50 388 1749 1361 622 556
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=8 22 8 19 23 23 8 5 20 0 0 0 23 21 8 16 20 22 22 17 7 5 6 3 17 19 16 18 15 18
split_gain=0.129742 0.41691 0.59858 0.661026 0.49806 0.286262 0.203769 0.364861 0.176046 0.55587 0.944937 0.813678 0.754623 0.467458 0.563058 0.47027 0.344559 0.607034 0.306178 0.282776 0.946101 0.720384 0.997505 0.886489 0.619465 0.396395 0.490635 0.741076 0.817627 0.780829
threshold=8.8430989333000021 -0.0098449999999999979 9.3427090425500019 14.451165964200003 0.094595000000000026 0.10249000000000003 8.7431769115000026 21.990725385850002 36.558960102350007 89.861713010250014 90.60910437050002 93.72771580185001 0.077990000000000018 1.0221947271500003 8.1436447804000007 15.839962959300001 37.041406607950009 -0.08158 -1.0000000180025095e-35 204.55825889135002 24.068567769550004 21.363989181350004 14.415336812050002 90.988176966900014 204.45912381470004 14.451165964200003 22.604947139800004 13.552878921100001 31.264641197600003 14.085466345100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -4 8 -8 9 12 -11 -12 18 14 15 -13 17 -10 -1 24 -21 22 -22 -23 25 26 27 -18 29 -29
right_child=1 4 5 -5 -6 -7 7 -9 16 10 11 13 -14 -15 -16 -17 19 -19 -20 20 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.082097591238657688 0.0021170551114923389 -0.10864526200688128 0.072418382712204132 -0.11171892768088443 0.024059566751226051 -0.01412650208061357 0.039977843272427482 -0.012855807031063662 -0.097821851307124244 -0.078387860936626932 0.071766420811875883 -0.10207222420238496 0.096796237836814139 -0.10568798766484765 -0.028016650305700382 0.077929441656188994 0.020309532730996862 0.0073064880966977443 0.10135526977689487 -0.10985390388688435 -0.0025929890505272707 0.091062809930393451 -0.080927289591079948 -0.040621407187602564 0.096538983182201887 0.013641192098572275 -0.015226309529315418 -0.050526959672392346 -0.024529525286431847 0.0093234704967823743
leaf_weight=0.41718413875787508 1.7031469527864831 0.86060532034025417 1.1917432820191605 0.72820817440515373 0.42125494002539199 0.56262600485933933 3.3605345361866048 2.1391044672927819 1.0040606214497532 1.2617784217000005 1.8510915059014221 0.166162343532961 1.4664295507391214 0.44121638210162917 2.1397058943402953 1.1473456347521276 16.559361671454099 1.2125715636648227 0.11634775623678983 0.95891427985043165 8.2820000121646427 1.4492783928290003 2.0225835767341769 0.78981697373092163 0.6781210781482504 19.074447025574045 21.799374783877283 2.3626510701287797 13.950024537974967 28.16951261122631
leaf_count=125 34 42 50 35 24 19 34 38 54 11 28 205 68 85 31 36 700 35 3 30 484 39 77 33 13 292 283 144 306 1275
internal_value=-3.9436e-05 -0.0151362 0.000145065 -0.0319776 -0.0650348 0.0446634 0.000582028 0.019428 -0.000232031 0.0132447 -2.69887e-05 0.0171819 0.0597449 -0.00876308 0.00362099 0.0551587 -0.00125803 -0.0403132 -0.0420919 -0.000512344 -0.0141162 -0.00679748 -0.0179684 0.0446126 0.0012781 0.000644256 -0.00234834 0.00225069 -0.00447207 0.0046921
internal_weight=138.287 5.46758 4.18572 2.43136 1.28186 1.75437 132.82 5.49964 127.32 9.00726 7.0073 5.74552 1.99996 3.89443 3.45321 1.31351 118.313 2.21663 0.533532 116.096 13.5026 12.5437 10.3046 2.2391 102.593 101.915 82.8409 61.0415 44.4822 30.5322
internal_count=4633 204 138 69 66 69 4429 72 4357 592 396 385 196 357 272 241 3765 89 128 3676 663 633 561 72 3013 3000 2708 2425 1725 1419
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=23 23 5 18 23 5 22 9 22 23 19 14 17 22 22 23 13 15 0 18 18 20 5 21 16 13 22 9 20 15
split_gain=0.130104 0.826336 0.677372 1.06634 0.63857 0.614312 0.559275 0.551983 0.653887 0.62114 0.676364 0.409534 0.629857 0.466236 0.670048 0.404364 0.397375 0.392786 0.370469 0.36054 0.364126 0.317011 0.305854 0.411571 0.29965 0.394315 0.29359 0.363372 0.280994 0.638539
threshold=1.0000000180025095e-35 -0.10696499999999999 20.452758643300005 14.032563378150002 0.079605000000000023 17.089764221050004 -0.26416999999999996 191.96565807215003 -0.24150999999999997 -0.11595499999999999 14.251149826300002 191.17384941700001 203.37411447725003 -0.066979999999999998 0.011900000000000003 -0.25587999999999994 95.937628385050019 29.171703351550004 97.789976036950009 15.105469479800002 15.481271036150002 45.921757303800007 27.179953022650004 18.870920756500002 13.854967601050001 92.980324441600018 -0.23381499999999997 64.155439819650013 43.477771593600004 38.992510055900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 11 19 -4 8 -1 10 17 12 -2 22 -15 -10 24 18 -9 -5 -21 -17 23 -13 -6 -26 -23 -28 -18 -30
right_child=4 2 6 5 16 -7 -8 9 15 -11 -12 13 -14 14 -16 21 28 -19 -20 20 -22 26 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.10183000833489478 0.096920850085583099 0.091741231737738682 0.04991107292510448 -0.040867208843028371 -0.10215612522765061 -0.11375980530147688 -0.12513230838630005 0.022548885711944581 -0.00050272451210990859 0.056459129826415849 -0.0047062160900983863 -0.051868785813715561 -0.028994387784858466 0.096735078703784116 0.00068449781693622391 0.065505967264000708 -0.0016596681329576668 -0.11570827153012281 -0.096573268330566592 0.10799266335855587 -0.030347790940817406 -0.047885705740475112 0.089366722237139859 0.054609556736349166 0.073872586911114591 -0.10464074691881112 -0.020652123604895805 0.090503198178855659 0.00057136523298464319 0.057783118430340036
leaf_weight=0.40051327032233786 1.6312243156426114 0.71529198565258312 0.21452434442471702 1.9728690743068007 0.67229697604125138 0.89497317568748247 1.2238761485059511 0.59925322188064478 2.887770972873116 1.0894097439013402 5.0381294756080024 1.7306265142715354 0.52517012506723393 1.2571191386814464 1.719975439016707 3.1660513927672582 96.355015927678323 1.0449281686451284 0.4626286429411266 0.38794876635074604 0.37337951950394199 0.55203782324679185 0.24005883384961624 0.45936928404262278 0.29715967637457652 0.21202499035280198 0.53566968209634047 0.65214058913988993 7.2145841063320386 2.6738197671365924
leaf_count=130 86 15 13 25 546 23 164 11 239 18 46 390 3 49 67 274 1808 31 56 2 58 38 15 39 19 32 47 21 319 49
internal_value=-2.95886e-05 -0.00703618 -0.0395463 -0.0198532 0.00132382 -0.0418479 -0.0990262 0.00440741 0.0227823 -0.0138779 -0.0246024 0.0294083 0.0662553 0.0147136 0.0412432 0.0291861 -0.000653548 -0.0721811 -0.0293489 -0.0183093 0.0401461 0.0466619 -0.0177882 -0.0295341 -0.0583282 -0.000460539 0.0123708 0.0403752 -1.21753e-05 0.0160414
internal_weight=137.2 22.2114 5.78286 4.34446 114.988 3.62917 1.4384 16.4285 8.19418 8.23435 7.14494 7.56354 2.15639 5.40715 2.97709 7.79367 107.425 2.10681 1.06188 2.7342 0.761328 4.9059 2.43005 2.19 1.18148 0.509185 1.73985 1.18781 106.243 9.8884
internal_count=4633 1211 300 123 3422 108 177 911 749 162 144 649 89 560 116 619 2773 98 67 85 60 380 444 429 597 51 106 68 2176 368
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=0 7 7 21 20 7 7 21 16 10 15 22 13 16 3 22 9 23 3 6 10 8 5 10 21 7 2 16 16 22
split_gain=0.131884 0.315704 0.273212 0.283361 0.27573 0.205137 0.505527 0.455703 0.469828 0.524501 0.403583 0.381811 0.323136 0.327629 0.306091 0.249477 0.305088 0.249334 0.233258 0.919815 0.353595 0.218726 0.216384 0.278823 0.681536 0.786566 1.73925 0.472085 0.427974 0.918304
threshold=71.249517373150013 19.052023743050004 18.276616214250001 11.365119104850001 44.952171034750002 22.093462376800005 22.172877373800002 13.811848270300002 22.744946812400002 63.452988794850008 22.504462263300002 -0.087660000000000002 117.97223122220002 22.714946882600003 94.297668925450012 -0.18437499999999998 43.730860148300003 0.4369650000000001 93.915907870950022 16.545386580300001 61.928633034850002 8.6432548896500023 25.704065249550002 61.987779113750001 11.007427546000001 23.276000438150003 86.916594916350007 22.644947046300004 22.654947022900004 -0.078504999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 8 9 -3 -9 15 13 14 17 16 -11 18 22 20 -20 -14 23 24 25 26 -8 -27 -25 -30
right_child=1 5 -4 -5 -6 6 12 10 -10 11 -12 -13 21 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 28 -26 27 -28 -29 29 -31
leaf_value=-0.10056907246628036 0.054374212002827799 -0.111385542021688 -0.088040417617710587 -0.10663718688300672 0.0984095686923709 0.064944670305845775 0.017316920493826833 0.072923415402375166 0.0083055452024936825 0.084416246115744567 -0.044234900373117808 -0.097285442220596971 0.012009899109795823 0.042336198842014797 0.054501228376153538 0.041244762352210633 -0.047921766925059145 -0.058555717047245805 -0.0026749160899147057 0.038825693529112443 -0.10851695301227147 -0.096438194129548224 0.045132831342020847 0.00030482396773945565 0.013057514574546306 -0.035158428872826393 -0.13117109019471268 0.029021210892071971 -0.004546050736443979 0.077330375377300045
leaf_weight=0.08872624971991061 1.0692904259722116 1.002131861438101 0.50883839298330713 0.14564868736488279 0.32377604959765449 1.2157654721231654 1.3405087254941448 0.9333516130573114 2.2562066473765299 0.20026458374923151 0.42925056478998158 0.61206748935364874 0.27503619715571304 1.8501516256947059 1.0196260090451676 0.70177540987788245 1.3386483633657915 0.7357515338394468 0.43800203190767151 1.1492053840775041 1.1298360658693125 0.57433088877587579 1.0763525791699056 97.917231504357915 5.6624145559035242 2.5135871912352741 1.9167034113779662 2.1066793315112591 3.3923378670588136 2.2976222652941933
leaf_count=101 70 254 86 31 12 35 9 34 53 10 30 86 12 30 25 36 165 34 17 14 89 46 39 3106 41 30 44 18 37 39
internal_value=-2.34346e-05 0.00025303 -0.0350429 0.0132724 0.0556107 -0.000178572 0.000771736 -0.0162776 -0.0279376 -0.0491502 0.0360159 -0.0272878 0.00014955 0.000568763 -6.1055e-05 -0.00816724 -0.0307001 -0.000518278 -0.000165202 -0.0291343 -0.0789482 -0.0613213 0.000500575 9.04918e-05 -0.0134049 -0.0324264 -0.0700607 -0.00589477 0.00185414 0.0285159
internal_weight=136.221 135.154 1.06699 0.558151 0.412502 134.085 126.611 7.4737 6.11109 3.85489 1.3626 2.85276 125.395 124.546 122.696 2.24069 1.53891 121.676 120.94 2.71704 1.56784 0.849367 118.223 117.147 13.5399 7.87748 3.25721 4.62027 103.607 5.68996
internal_count=4633 4403 230 144 113 4333 3665 668 604 551 64 297 3630 3572 3542 211 175 3517 3483 120 106 58 3363 3324 142 101 53 48 3182 76
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=15 2 5 2 3 22 22 23 21 21 12 2 2 4 15 5 23 23 12 20 5 12 2 5 5 22 5 6 12 16
split_gain=0.145461 0.497255 0.240951 0.248762 0.302844 0.217906 0.163852 0.389233 0.165593 1.11049 0.938525 0.41218 0.707556 0.421912 0.358457 0.331964 0.343268 0.927907 0.719908 0.616881 0.457611 0.432483 0.548334 0.389662 1.01933 0.868395 0.671054 0.518607 0.527511 0.479897
threshold=46.723315192750007 247.02271001585004 25.704065249550002 263.5517324101001 93.077108934250006 -0.09715 -0.63026499999999996 0.09721500000000001 3.4893684343500007 3.8811533507500005 183.01001782225003 52.497771754550008 59.078594408600004 156.40313730310001 37.050691080100002 30.133297129900004 0.10685000000000001 0.10526500000000003 155.27099795600003 35.119813570500007 23.803605515150004 222.66054638440002 178.46521675150004 21.990725385850002 21.043187000650004 -0.11334499999999999 22.627560662300002 16.355382140900002 261.40539695100006 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -5 -2 7 -1 15 10 14 -11 -13 -14 -10 16 17 20 -18 -20 23 22 -22 24 29 -26 -25 28 -28 -8
right_child=1 2 -4 4 -6 -7 8 -9 9 11 -12 12 13 -15 -16 -17 18 -19 19 -21 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.12853988029898297 0.0098400748184430103 0.016493327453065264 0.049120609844400226 -4.9297310237727637e-05 -0.10557404894008836 -0.10683633556687722 0.013710383869188958 0.0048679111907781493 -0.15157918703282841 0.081172560847769207 -0.0030674056113522592 -0.12405099094788373 0.051008011143013877 -0.00042466947068378857 -0.045887506335446616 0.082171052970504185 -0.021186080188771862 -0.12576571020572355 0.00270422269528971 0.095370365436338755 -0.054674182820601713 -0.097735731998625563 0.094869572256373699 0.078261597809640274 0.010884454211896474 -0.088160722332892877 -0.10829251082498043 0.028872915545642582 0.028939567526315348 -0.037949117431607601
leaf_weight=0.33048446898828743 0.20359590099542435 1.1697719065123244 0.77333958557574067 0.57585324207320787 0.51535456359852105 0.74868064433394377 20.693694846084334 0.64656976526021026 1.0125594915662071 0.62833850923925538 1.3606791907950535 0.45819712965749104 1.6255993399245188 84.557454881851299 0.46976104471832503 0.56690078976680425 1.730462077892297 0.5622658927240981 1.1690567471969191 1.8635325995492165 0.69353373868216184 0.83626632613595564 0.37928750037099235 1.9221410374302639 1.4980798500328094 2.1638325448147944 0.66362760213087291 2.9414872711058706 0.48467757541220635 1.9693750618025649
leaf_count=42 27 7 39 14 29 62 1040 27 67 14 57 13 34 2405 7 45 51 21 23 49 219 67 10 51 14 62 38 35 11 53
internal_value=-2.98971e-05 -0.0188479 0.000937241 -0.0155433 -0.0498864 -0.081891 0.000541779 -0.0402567 0.000847822 -0.00153185 -0.0630365 0.000471798 -0.000113459 0.000545462 -0.118085 0.00619033 0.00510182 0.00165651 0.0302801 0.0596478 0.00374859 -0.0438265 -0.00180417 0.0065573 0.00131142 -0.0476416 0.0295279 0.00662375 -0.0503695 0.00922128
internal_weight=135.214 3.9866 3.03432 2.26098 1.09121 0.952277 131.228 0.977054 130.251 90.1126 2.843 87.2696 86.6413 86.1831 1.48232 40.1382 39.5713 34.8083 4.76305 3.03259 34.246 1.90909 1.07282 32.3369 26.325 3.66191 6.01193 4.08979 1.14831 22.6631
internal_count=4633 178 89 50 43 89 4455 69 4386 2597 131 2466 2452 2439 74 1789 1744 1621 123 72 1600 296 229 1304 1169 76 135 84 49 1093
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=15 21 7 16 23 2 19 9 6 8 12 5 9 23 0 3 9 20 6 0 18 5 16 22 23 23 12 7 3 18
split_gain=0.127625 0.430159 0.449992 0.453806 0.579573 0.261213 0.144312 0.318314 0.180892 0.422512 0.26023 0.299946 0.165859 0.572868 0.452715 0.423956 0.387493 1.17433 1.03533 0.510355 0.349701 0.46131 0.287429 0.29894 0.269185 0.33884 0.215811 0.610588 0.672909 0.552147
threshold=46.055224235250002 15.551195696050002 23.543468673550006 22.674946976100003 0.090465000000000031 180.42199898520002 14.651182102100002 201.16241229375001 17.755414852450006 9.3427090425500019 79.204428604100016 26.429611911700004 214.52351813370004 0.076835000000000028 94.940210418650011 90.988176966900014 210.61272793875003 42.477827694800006 14.935348962050002 96.631250582750013 14.804191144800003 14.72856291645 14.274966618900002 -0.59496499999999986 0.093185000000000032 0.12140000000000002 82.846568806150017 23.695207782600004 87.399085362750014 14.598777227650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 8 -8 12 -10 -11 -12 16 -14 15 -15 26 18 19 -18 -21 -22 23 -16 -24 -26 27 28 -1 -29
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 11 -13 13 14 22 -17 17 -19 -20 20 21 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=0.04782436062743492 0.00032766865567030682 0.042861155426852628 -0.10713389756342206 0.071980462963294037 0.0042774540810246401 -0.10405076316204812 -0.0060570414798575348 0.05577958304613282 -0.10052329788920239 0.066051511969491605 -0.10692207723387806 0.014907348718881851 -0.073534470480753497 0.07132512085282712 0.065149527686379743 -0.0061403331297140325 -0.11606132969880883 -0.11980216573178332 0.055579330336028909 0.021461689388164701 0.039094891148844797 -0.095079004136690903 0.019716462134774577 -0.10576450620519431 -0.092356039723032773 0.014726186769082855 0.001660933139378298 -0.17724763717852682 -0.044398345046608056 -0.030578433227220644
leaf_weight=1.5565455436008044 0.31738264567684271 1.0176188519690184 0.6528870786714841 0.57387553527951229 1.6393383000977335 0.98030354540969711 1.9050745805725449 1.4785412017954511 0.59379157193325127 0.42002644063904859 0.31922164090792648 0.5507371072890237 0.72687426459015014 2.3753414928214611 0.13448022695956752 1.0055719335214233 0.68386778491549138 1.0802234973343727 1.8030659124488009 1.1541976630687716 0.3645490715098274 0.86252445145510137 5.0940999541198835 0.42813668364124158 0.53309439533040837 0.6630248362198472 102.61549661102572 0.41125984489917733 1.6090828861342741 0.68283398893981939
leaf_count=20 31 13 64 12 24 99 33 37 177 14 34 27 51 56 8 16 41 37 31 4 34 37 94 117 51 8 3381 9 29 44
internal_value=-3.34619e-05 -0.0154219 -0.0296662 -0.00754555 -0.0274555 -0.0785223 0.000584383 0.0209638 3.56681e-05 -0.0307193 0.00141209 -0.0297966 0.000503704 0.0122478 0.0183406 0.0482849 -0.000637212 -0.0254782 -0.00454836 -0.0399184 -0.0180513 -0.0552175 0.00356737 -0.0649116 0.00969234 -0.0329989 0.000745382 -0.02131 0.000947735 -0.08571
internal_weight=134.233 5.18141 4.16379 2.8661 2.29223 1.29769 129.052 3.38362 125.668 1.88378 1.28999 0.869959 123.784 10.9606 10.2337 3.38091 112.824 5.94843 4.8682 3.06514 2.38127 1.22707 6.85284 0.562617 6.29022 1.19612 106.875 4.25972 3.16563 1.09409
internal_count=4633 243 230 100 88 130 4390 70 4320 252 75 61 4068 401 350 72 3667 184 147 116 75 71 278 125 153 59 3483 102 49 53
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=9 6 21 18 15 20 22 20 2 0 3 7 7 7 21 21 14 15 7 7 18 22 18 20 7 7 21 12 21 15
split_gain=0.126509 0.272146 0.414327 0.32468 0.225618 0.169078 0.399791 0.394048 0.240291 0.348082 0.209839 0.381045 0.188582 0.203648 0.371564 0.38976 0.419411 0.241424 0.201586 0.496099 0.776919 1.18469 1.14571 0.622899 0.53554 0.465505 0.412346 0.639724 0.383652 0.468199
threshold=37.364870866050005 2.7350639043000005 2.7200266080500004 16.435318745950003 5.1773271655500013 47.927946529500012 -0.23381499999999997 49.292797572200008 208.96971526550001 105.7585659356 103.28787291370001 17.566486459500002 19.729453620400005 21.833224794850004 16.464809133250004 1.9425901130500003 121.36406917505002 47.836606606600007 22.721067571950005 23.109894804950002 13.317304170000002 -0.085550000000000001 13.24088655595 41.835830569250014 22.929105819350003 22.703933514050004 16.639784844150004 221.15890037120002 15.678076857950002 35.645792850250011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 10 -7 8 -8 -10 12 -12 -2 14 15 -14 -17 -18 25 20 22 24 23 -20 -22 28 -21 -28 29 -15
right_child=5 2 -4 4 -6 6 7 -9 9 -11 11 -13 13 18 -16 16 17 -19 19 26 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.085606715945242995 0.051400027514573246 0.028891176674553837 -0.10291206535541107 0.078944729919336876 -0.10108368928729564 -0.025543463731557772 0.10228975884636658 -0.034424000737279373 -0.045919434573100319 0.097193554559215273 0.060893196381311979 -0.095280053673095236 -0.0029731750016132753 0.023851288855473732 0.045230560960544564 0.077712282253463077 -0.10602918519922054 0.03794562310219065 -0.0084470105355767128 0.0023546835763365195 -0.05554533717679825 -0.1126813012214756 0.049711076443823075 -0.081754596569175678 0.034457787436176716 0.077654668143105399 -0.11766246865022284 0.011434722750736755 0.061728164500718531 -0.011414848324712894
leaf_weight=0.37379309842071862 0.71149005477491201 0.35977334501330893 0.70755623540753732 0.097636070036969613 0.24254492127238336 1.1166954304790127 0.98874266678467326 0.45213526776933566 0.34267505555180833 0.33717276202514768 0.2161659156990926 0.56345563046488678 1.5811421486614561 6.1701996539341115 0.65495656977873284 0.16262872330844391 1.2200281103941959 0.12876013945788134 4.8335614487878029 89.672516213481686 1.2878686313051733 1.9101626144401951 2.912156852777116 1.5247291679115731 1.3584755714982746 0.96960490458877657 0.73068076162598916 0.80866165306360926 1.1678328029811371 9.6557229597092356
leaf_count=24 44 98 228 37 220 53 14 39 36 13 37 374 63 111 22 6 217 3 47 2450 26 48 34 50 26 29 30 28 21 205
internal_value=-4.45521e-05 -0.0265155 -0.0584841 0.0212749 -0.0494133 0.000314083 0.022884 0.0483842 0.0708225 0.0250579 -0.000255692 -0.0519778 6.06686e-05 -0.000227517 -0.0231917 -0.0376825 -0.0739931 -0.0922848 0.000472135 -0.00120201 -0.0188531 -0.0526642 -0.00223466 -0.0260263 -0.00934309 0.0102615 0.00147375 -0.0498439 0.00641628 0.00233469
internal_weight=133.26 1.7813 1.06733 0.713974 0.340181 131.478 3.23742 2.12073 1.66859 0.679848 128.241 0.779622 127.461 126.75 3.74752 3.09256 1.51142 1.34879 123.002 105.039 13.827 4.55651 9.27045 6.35829 2.64634 17.9634 91.2119 1.53934 16.9938 15.8259
internal_count=4633 607 326 281 257 4026 155 102 63 49 3871 411 3460 3416 311 289 226 220 3105 2739 231 100 131 97 52 366 2508 58 337 316
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=22 8 9 17 7 22 23 7 21 22 16 22 10 4 2 16 0 22 19 12 9 20 16 15 15 21 9 13 12 9
split_gain=0.121898 0.563752 0.888403 0.439862 0.475028 0.666732 0.252455 0.360971 0.239757 0.239048 0.588279 0.739409 0.700135 0.459127 0.488439 0.377816 0.275402 0.26757 0.549471 0.437367 0.315748 0.262315 0.360683 0.26983 0.260321 0.354295 0.251577 0.343693 0.383734 0.298312
threshold=-0.27494999999999997 8.3434888241000014 214.52351813370004 173.77968723070003 23.322419822750003 -0.58319500000000002 0.09803000000000002 25.554696898500001 3.5267096012500008 -0.16164499999999998 22.399947619200002 -0.24150999999999997 62.025417527550012 208.25848595475003 35.561888367500011 22.664946999500003 71.249517373150013 -0.15022499999999997 12.951044929850001 185.45355711640005 40.734022239000005 46.645430295100006 12.604970524100002 12.074057039900003 15.840011140850001 16.464809133250004 181.33671263215004 117.60660091645001 211.51213392550002 186.70853236170004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6 -4 10 11 -2 15 14 -13 -12 -15 18 19 -11 -19 22 23 -22 25 -18 27 28 -24 -28
right_child=9 2 8 4 5 -7 -8 -9 -10 17 12 13 -14 16 -16 -17 24 20 -20 -21 21 -23 26 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.11070855008212965 -0.090193380371718979 -0.097106363243678717 -0.0306626777149283 0.070442776551002076 0.02259527473494935 -0.096256285584399873 0.06419408462865861 -0.093040805396403178 0.076093087217266264 0.07929086364927565 -0.10841933402254628 0.10129550566980637 0.095504657741862273 -0.032366520183248808 -0.10580854290682523 0.062934398572778202 -0.081640087959576266 -0.065834208265306504 -0.11559894501792133 -0.056698032739280174 0.024985906926907105 0.05249250228930067 -0.070768936308436725 -0.10204333466832921 0.052813703208927247 0.05801394082570506 0.018931508263845483 0.013943776194845204 0.015909502139689665 -0.00010637645067445316
leaf_weight=0.29082786329126875 0.77181424546142796 1.5518399861175569 0.37162138707935799 1.1707810188527217 1.1476305736432553 0.62802887392626905 0.82745364870061155 0.35298122271069576 0.4848327225772664 0.43842335483350214 0.30942485446576062 0.14508612267672916 1.5974509252700952 0.64398430049186561 0.52938131843256997 0.22027769742999226 0.37736835005307545 0.72189187994626891 0.61067148500296753 0.5135169917557505 0.23362452187757199 0.96257350451196444 1.8214723767450771 0.58828600760352856 2.7640491364218178 0.35027825005818158 8.9633062157081422 1.5000017865095285 0.70977478176791908 100.69053290855663
leaf_count=106 140 52 31 42 30 81 28 109 15 65 27 4 32 48 178 20 89 306 24 217 163 42 285 280 128 10 128 31 65 1857
internal_value=-4.85279e-05 -0.0130625 -0.0519854 0.0081561 0.0165327 -0.00481877 0.0198478 -0.00460521 0.029771 0.000659517 0.0177192 0.000666387 0.0624682 0.0152453 -0.061258 -0.0371616 0.0277219 -0.000457343 -0.0415621 0.00593269 9.54576e-05 0.000507636 7.06389e-05 -0.0659358 0.0388042 -0.0144127 0.000547847 -0.0239866 -0.0464639 0.00144982
internal_weight=132.289 6.826 2.40829 4.4177 4.12688 2.95609 2.32807 1.50061 0.856454 125.463 7.70912 5.58196 2.12715 4.81015 0.674467 0.529703 4.13568 117.754 1.56261 0.95194 116.191 115.47 114.507 0.821911 3.4917 0.727647 113.685 4.03125 2.53125 109.654
internal_count=4633 494 98 396 290 248 167 139 46 4139 676 597 79 457 182 47 275 3463 306 282 3157 2851 2809 443 227 99 2366 381 350 1985
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=15 2 22 20 2 22 22 20 15 15 9 0 5 21 6 19 17 17 22 12 22 21 17 0 17 20 12 20 22 7
split_gain=0.122477 0.389776 0.228586 0.226486 0.439757 0.152759 0.328029 0.152527 0.418972 0.909053 1.05366 1.17997 1.03776 0.739309 0.618152 0.77655 0.467441 0.658485 0.66131 0.523234 0.479948 0.471766 0.442139 0.518709 0.41742 0.405193 0.526739 0.976589 1.12525 0.560434
threshold=46.723315192750007 247.02271001585004 -0.10040499999999999 43.022303514600004 282.08781659895004 -0.63026499999999996 -0.69416999999999995 42.206017975500011 36.548474543700003 38.86986296220001 194.57718764590001 85.683849075550015 22.327062271350005 6.3374497763500015 16.505385645700006 14.351157895250003 204.73764675200002 188.85216786605002 -0.124155 279.38363401210006 0.15915000000000004 4.7516206878500009 192.00947391610003 87.842680954300008 191.75825325995004 42.027798546600003 214.56503753290002 41.559097512700014 -0.087660000000000002 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 -1 25 16 13 11 -11 -12 -10 15 -14 17 18 -9 -20 -18 24 -23 -24 -19 26 -7 29 -29 -28
right_child=1 3 -4 -5 -6 7 -8 8 9 10 12 -13 14 -15 -16 -17 20 21 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.048856956339304702 0.024337500084750503 0.011742737918858707 -0.10551414169602227 0.038065227934089438 -0.092643512058500882 -0.002468071381406201 -0.081043828772130302 0.0044027346562825103 -0.10049028980940973 0.016829950577550015 0.058136221230943676 -0.11496805069934334 -0.10590348156392188 -0.021814141715044665 0.048101801640321212 -0.0006553713080604351 -0.040764330522022808 -0.036535117459951465 -0.085558657601342569 0.055981278923682612 0.084037889122310638 0.042223645870664669 -0.11821692593839742 0.0054557317238985307 0.080162646304335075 0.033233111041044108 -0.023215044517207271 0.0094473106632811908 -0.12790752232425093 0.035213113989537574
leaf_weight=0.28269749064929783 0.17103297135327045 1.2854645767947661 0.65376709609699812 0.99185077752917994 0.58826571120880533 66.564355722633081 0.62236794355703651 5.4243180774228694 1.9401422646478739 1.2685685812029972 3.5613480081083253 1.4623226795811204 1.1011806080932731 3.1071934142382815 1.1179165109060702 1.9292281911475582 3.2823201807586879 0.35860599434818086 1.6582541676361913 0.31000556064100226 0.34006615758698888 3.6259848277404654 0.35954791714902956 5.9744262851017993 2.1100064538186416 4.2388473773753494 1.8908247563449574 1.6927950995886933 0.92089787065924511 12.457285455675672
leaf_count=19 22 14 67 21 54 1666 50 529 48 28 46 35 34 31 13 34 223 75 321 44 10 72 9 237 107 80 68 53 65 558
internal_value=-5.1468e-05 -0.0180112 -0.0785877 -0.000575486 -0.0210298 0.000467948 -0.0404693 0.000760387 -0.00444918 -0.0172123 -0.000367466 -0.0537445 0.0185396 -0.0520564 -0.0154543 -0.0389001 0.00398275 0.0100192 -0.0136139 -0.0632658 -0.029048 0.0240763 0.0143768 -0.00156454 0.0632104 0.00307128 0.00154061 0.0172722 -0.0389477 0.0275133
internal_weight=131.292 3.69038 0.8248 2.86558 1.87373 127.602 0.905065 126.696 38.9314 15.4879 10.4406 2.73089 7.70967 5.04734 4.14833 3.03041 23.4435 19.8211 7.39258 1.96826 3.62239 12.4286 9.95996 6.33397 2.46861 87.765 83.5262 16.9618 2.61369 14.3481
internal_count=4633 178 89 89 68 4455 69 4386 1896 269 190 63 127 79 81 68 1627 1394 894 365 233 500 318 246 182 2490 2410 744 118 626
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=20 21 21 20 21 15 18 21 9 20 17 15 7 16 16 17 8 5 12 8 3 10 20 8 21 9 22 22 17 13
split_gain=0.129101 0.248948 0.344646 0.206177 0.441941 0.346261 0.205127 0.198316 0.194183 0.173433 0.447558 0.179365 0.420796 0.514639 0.353762 0.314912 0.280808 0.255668 0.245689 0.417077 0.361073 0.244504 0.239694 0.181177 0.383555 0.241302 0.493519 0.617597 0.55256 0.744332
threshold=49.292797572200008 19.549674911150003 3.4893684343500007 47.927946529500012 16.464809133250004 19.077611477100003 18.324911823050005 8.1054293463000011 65.064848378650012 46.095286511800005 190.78889055330004 18.939493156800005 26.545218975000001 9.7049773055000017 13.854967601050001 162.04221493815001 2.8477776226000002 23.636018850950002 219.88098848225005 5.1459841250500009 81.355431485500006 89.89935142405001 40.890797847750008 5.1459841250500009 9.2861839891000013 186.70853236170004 -0.017745 -0.11534 190.37043331840002 117.54207792135001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 8 -4 -7 -5 11 -11 12 15 21 16 -1 17 -13 19 -17 22 -14 -21 24 -16 26 27 -25 29 -29
right_child=1 -3 6 4 -6 7 -8 -9 -10 10 -12 14 13 -15 23 18 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.10645955619125574 0.056291652089726446 0.032451673876462001 -0.10474903393628675 -0.10338305207657564 -0.065830554954285997 0.028303201411417313 0.039637759503873535 0.095333512526603298 0.033868460569878994 -0.093576524679288509 0.029189875492265295 0.050593036648313751 0.07641553406798289 -0.1043761735177311 -0.078991507299193256 -0.10117877672129061 -0.10427419664560862 -0.10759160484320958 0.069568525420241042 0.028065123694310891 0.093526768847069008 -0.10035836489694286 -0.050555475013554577 0.057731412771723993 0.0291613374782216 -0.0013576905948027207 0.064607061330099011 -0.075078164975076744 0.042614143011976614 0.0009036919566193602
leaf_weight=0.16399545066815235 0.2173473928705778 0.45768532087095071 0.72169312479672953 0.21153485294780683 0.42066322223399755 0.80280497809872009 0.11392600975523237 0.98041753889992833 0.20105473481817171 0.65766670902303193 0.54142057900389773 0.31645423921872751 0.35934879535488995 0.56887806177837774 0.83194573576656583 0.26358239861474464 0.58937426374177448 0.15089666610583663 1.3972655121397108 1.7693221692134109 0.68846452864818264 0.10002264869308419 0.49662361424998369 1.8540267669595767 0.54123236513260053 104.68021962508647 1.6405742160859507 1.767338999081401 1.8230204789433626 4.7663286542519927
leaf_count=39 19 31 224 41 32 31 40 30 13 108 38 60 24 218 494 171 84 8 85 56 13 304 82 49 93 2088 34 28 45 51
internal_value=-5.8716e-05 -0.0291221 -0.055886 0.00028273 0.0280669 0.0460553 -0.0850637 0.0651565 -0.0365004 -0.000294374 -0.0381442 6.93802e-05 0.0172297 -0.0408029 -0.000768357 0.0297153 -0.0583703 -0.000481081 0.034554 0.0193506 0.0301038 0.0379251 0.010834 -0.000252098 -0.0363635 0.00017343 0.0136975 0.00551781 -0.00606638 -0.0196492
internal_weight=130.095 1.51065 1.05297 128.584 2.61648 2.19581 0.835619 1.78322 0.41259 125.968 1.19909 124.769 5.8075 1.02825 118.961 4.77925 1.05673 0.467351 4.61526 3.21799 2.95441 0.459371 2.26595 117.905 1.37318 116.532 11.8513 10.2107 8.35669 6.53367
internal_count=4633 314 283 4319 147 115 264 61 54 4172 146 4026 992 546 3034 446 152 68 407 322 151 328 138 2882 587 2295 207 173 124 79
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=13 18 23 15 18 4 3 13 23 9 5 9 22 20 20 10 4 23 20 23 4 5 23 10 16 20 5 19 10 17
split_gain=0.119219 0.288456 0.330348 0.254876 0.218507 0.464902 0.205223 0.700103 0.518107 0.410611 0.281084 0.31573 0.30858 0.255386 0.45423 0.233367 0.835442 0.499378 0.320275 0.291369 0.216649 0.74626 1.03948 0.901802 0.719438 0.649424 0.729964 0.685311 0.647174 0.44589
threshold=95.937628385050019 14.693728290050002 0.079745000000000024 20.268860138950004 17.108018746400003 371.16724128940001 80.785478361850011 99.07774748140001 0.10821500000000002 188.08209940425004 13.153721664750002 202.05151640955003 -0.18437499999999998 36.952388736350009 41.11191809080001 75.424692849750016 267.06082587310004 0.093955000000000025 40.767054867700004 0.089045000000000027 309.25865594525004 21.363989181350004 0.11636500000000001 74.927328095600004 22.634947069650003 40.165165956550005 22.627560662300002 14.451165964200003 62.009286778800011 204.37664599445003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 10 9 -9 11 12 -2 -10 -15 20 17 18 -17 -20 -8 23 25 24 -22 -23 -27 29 -29 -28
right_child=4 2 3 -5 5 -7 15 8 13 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.092490813509063116 0.093216105867447607 0.010509188136526251 -0.10226476766157058 0.018290157121993549 0.056511488877475348 -0.055319783167739625 0.0018643113121415604 -0.0050654580616425089 0.036867239429068603 -0.10029597951546823 -0.0012945994848378964 0.10010237679271319 -0.1022236140819987 -0.10539081818999474 0.041345626615277943 0.045826094335408449 0.077893384932252757 -0.072172562471651255 0.0421796183593586 -0.064428691346797448 -0.092609786781861755 -0.084390185836337117 -0.12382281559763078 0.094327651744812502 0.034674328333694431 0.07124104852742523 -0.031853355592315315 -0.0035835152629873838 0.088691037099993167 0.059878152682692809
leaf_weight=0.45243719658174031 0.13887203199556097 2.5065917594365605 0.54194810450667308 0.25926932648235379 1.6918302426347502 0.47641620435751963 94.015177757635684 0.60957316864369238 0.81719478778541066 1.7601497243740594 4.4441773279686458 0.62763230962445959 0.19314986714016225 0.48268376034684479 0.37474380061030388 1.474414585274644 1.7573859083495333 0.87313274282496411 0.40448233318602411 0.70009546726942062 2.5087529058364453 0.70115689374506196 0.62757855770178217 0.37463575066067267 0.53957047034054983 1.8828118309902482 4.3859303171484481 1.632758208215819 1.4220750644453799 0.6027142215752973
leaf_count=89 7 557 519 48 61 37 2077 17 8 134 162 15 45 37 12 21 88 26 49 6 164 55 15 10 16 54 171 77 39 17
internal_value=-5.59864e-05 -0.017601 -0.0073577 -0.0632539 0.00046962 0.0319395 -8.3553e-05 -0.0142459 -0.0457113 -0.0757995 0.00930353 0.0583837 -0.0204787 -0.00313426 -0.0412588 0.00109121 0.0217667 -0.00680592 0.0153243 -0.0253901 0.00010026 -0.0111988 0.00123601 -0.0520857 -0.0700798 0.00862106 0.015191 0.00207088 0.0393718 -0.0207706
internal_weight=129.279 3.76025 3.30781 0.801217 125.519 2.16825 123.351 9.44818 4.04435 2.36972 5.40383 0.959654 0.332022 1.67462 0.857428 113.903 5.20951 3.45213 2.57899 1.10458 108.693 14.678 11.255 3.42296 3.04832 10.6274 9.92629 8.04348 3.05483 4.98864
internal_count=4633 1213 1124 567 3420 98 3322 437 208 151 229 67 52 57 49 2885 190 102 76 55 2695 618 428 190 180 413 358 304 116 188
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=20 22 17 20 21 15 21 19 9 16 21 22 16 10 7 17 8 14 7 22 17 15 13 15 19 0 20 22 9 15
split_gain=0.109156 0.224114 0.223966 0.184831 0.381476 0.288335 0.191893 0.182841 0.176179 0.152672 0.240662 0.224512 0.191731 0.257382 0.524792 0.398029 0.183968 0.410482 0.393174 0.444294 0.294164 0.28013 0.275713 0.263232 0.510913 0.836292 0.297721 0.596116 0.599964 0.279728
threshold=49.292797572200008 -0.15734499999999998 171.90167533095004 47.927946529500012 16.464809133250004 19.077611477100003 8.1054293463000011 9.5507705853500013 65.064848378650012 9.3849780538500021 16.464809133250004 0.70681500000000008 10.604975200950003 81.573196594050017 24.673428656250003 243.29790314680005 5.1459841250500009 301.50888169040007 17.817961733300006 -0.61402999999999996 171.19957438235002 18.939493156800005 96.975373223400013 23.949961253350004 12.651020723000002 96.870523356300012 41.16018805045001 -0.051199999999999996 206.16422279835004 28.579157549250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 8 -7 -3 -5 10 -1 12 -11 16 -15 -16 17 18 -14 -20 -19 -18 -22 24 26 -26 27 28 -23 -25
right_child=1 7 -4 4 -6 6 -8 -9 -10 11 -12 -13 13 14 15 -17 21 20 19 -21 22 23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.10235064412673399 -0.10449846984395635 0.042454337239962094 0.029830076797343941 -0.10302831535482636 -0.061470504075553295 0.026196564453274326 0.093570189279571642 -0.10280711823451238 0.032710852657870153 0.053105759387434719 0.021168345659229568 0.056634266192675226 0.053393619284893758 0.064105987517674809 -0.10362050607707107 0.028062643186431615 0.032216589339646259 0.077306693789176484 0.089490993187630652 -0.10238446314926236 -0.082078627610286725 -0.0082066415197488835 0.0278829549800544 0.014238624313171855 0.017523373927977162 -0.098380314193715443 0.034166479981595874 0.0098739569141240435 -0.11357630951326975 -0.00079140712955273231
leaf_weight=0.36456168858603533 0.1517695141810691 0.10638177575674379 0.68133850143203745 0.18774733789905429 0.4056702650268561 0.79125366592779733 0.90771065861918032 0.46719541341008153 0.19486152549507096 0.66714121944278204 0.27804493875009939 0.69512349111027916 0.25469601858276236 0.37073533234797551 0.93963989679377824 0.30373477608372923 2.7207066332630339 0.48566272592870496 0.13463811541805615 1.1639728003174239 0.39524353254819289 1.2206175526371228 0.53894769826729316 14.357535582093986 1.0153997391462328 1.6090050296043044 1.7207460771314798 4.0605156815727224 0.96963709278497834 90.027363837194571
leaf_count=408 24 26 76 41 32 31 30 188 13 163 23 47 70 43 351 31 50 33 6 590 41 16 46 290 19 111 24 45 54 1711
internal_value=-5.70943e-05 -0.0277603 0.00535909 0.000250283 0.0272417 0.0445305 0.0621925 -0.0758654 -0.0338968 -0.000289843 -0.0489061 -3.71876e-05 -0.000357576 -0.000649243 -0.040317 -0.0714526 -0.000118659 -0.0246853 -0.0602101 -0.0824911 0.0141785 0.000501898 -0.0186403 -0.000248543 -0.0152663 -0.0535364 -0.00266697 -0.0128067 -0.0548543 0.00127589
internal_weight=128.188 1.40669 0.833108 126.781 2.48724 2.08157 1.69896 0.573577 0.382609 124.294 0.642607 123.651 122.956 122.289 1.61411 1.24337 120.675 2.97316 1.55331 1.29861 1.41985 117.702 0.934191 114.981 10.5959 2.6244 7.97152 6.25077 2.19025 104.385
internal_count=4633 314 100 4319 147 115 61 214 54 4172 431 3741 3694 3531 425 382 3106 786 666 596 120 2320 87 2270 269 130 139 115 70 2001
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=6 6 17 6 12 13 10 3 16 10 20 0 21 4 5 14 12 18 7 22 3 20 10 8 5 5 15 5 21 2
split_gain=0.11005 0.374062 0.292471 0.268367 0.597253 0.35857 0.56511 0.327233 1.16093 0.987879 1.3847 1.31419 0.956018 1.16426 0.92925 0.789316 1.01735 0.77103 0.704647 0.56017 0.494907 0.715484 0.67346 0.527016 0.512404 0.472668 0.437696 0.423789 0.696892 0.752344
threshold=13.115306437050002 12.410289964450003 207.48293496715004 13.825323026450002 211.51213392550002 104.04332964835001 78.196493182200015 85.589753040950015 19.224955043700003 66.859265246100009 38.171717059500004 90.321439350550008 6.9984086918000008 179.89634997090005 19.897785533950003 202.57660084575005 147.16347997815004 14.577219465650002 23.913271136350005 -0.047144999999999999 89.732667019950014 36.772607578000013 64.369753017350021 8.6432548896500023 20.201591378100002 16.904667913650005 27.220712026400005 21.191508333600002 12.575665986150002 121.84632764400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 12 14 11 -11 20 15 -14 -9 26 -17 -16 -13 25 -10 23 24 -22 -23 -18 -5 28 29 -26
right_child=3 2 -4 7 -6 -7 -8 8 9 10 -12 18 13 -15 17 16 19 -19 -20 -21 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0039190289607542658 -0.10846495145690715 -0.1035930332204929 0.016347520691874347 -0.0086181058390159757 0.067076800446390028 0.017121233001478147 0.028974221919005658 0.078861290305311055 -0.055275401792362323 0.0043926825443329001 -0.099751750851745785 0.0097911316710376992 0.019557175813154921 -0.093178327463665778 0.025853650506875853 0.08033578118754145 0.011302749623697241 -0.11381649734073113 0.096028086558187342 0.025083559994757084 0.098369341482277162 0.032844663394911267 -0.064896085896739494 -0.014610724990844263 0.0087128187889695258 -0.10579758813992297 -0.065064849403972128 0.0022172551726487842 -0.080197816246274756 -0.045952869721530606
leaf_weight=15.493079496672408 0.65544805245008209 0.68255373845022482 0.28955347696319222 7.5588309088489058 1.9483989883447064 3.6698050191625953 0.55037149749114178 3.4383093136129892 1.6364249028265465 2.7995595239335662 2.3469826765358448 1.6616062000393861 1.3871651701629151 2.6973903470207006 2.0895501536433589 2.2798735657706848 0.61406895460095279 0.48744428495410819 2.2047404497861862 2.4137362568872049 1.2590141650580324 4.4880026071332386 1.6267561158165325 0.61434121290221799 7.5465259719639999 0.78579097343390458 1.6788075396325437 47.066019769335981 1.5913065336644638 3.7779735915828496
leaf_count=1803 36 106 14 66 88 55 27 46 25 36 69 19 40 122 532 19 17 33 38 48 75 59 33 18 130 78 110 817 16 58
internal_value=-6.5926e-05 -0.00769455 -0.0678673 0.00106695 0.020278 0.00157621 -0.0457337 -0.000192986 0.00249303 -0.000746585 -0.0431004 0.00222017 -0.0119016 -0.054892 0.0448344 -0.000447963 0.0274895 -0.000565272 0.0589668 -0.00410348 -0.000931868 0.000376492 -0.00135079 0.0613191 0.000252642 -0.0544298 -0.0188765 -0.00218598 -0.0182317 -0.00952424
internal_weight=127.339 16.4652 0.972107 110.874 6.82402 4.87562 1.20582 104.05 84.6346 78.6193 5.14654 73.4727 19.4157 4.08456 6.0153 15.3311 6.09347 2.57699 3.86635 3.8136 69.6064 67.9699 66.0966 1.87336 64.4698 1.39986 9.23764 59.9818 12.9158 11.3245
internal_count=4633 1923 120 2710 206 118 63 2504 2004 1393 105 1288 500 162 611 338 162 565 57 143 1231 1206 1113 93 1080 95 176 1021 204 188
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=17 3 16 14 21 16 23 14 17 2 18 5 22 5 22 5 17 13 10 23 4 9 23 20 21 7 6 21 23 6
split_gain=0.107689 0.909244 0.668344 0.580455 0.430853 0.729904 0.610669 0.412814 0.423612 0.406229 0.418157 0.387557 0.754387 0.52986 0.341642 0.552486 0.398674 0.430369 0.506766 0.493334 0.300899 0.292549 0.290698 0.245784 0.380971 0.280308 0.319582 0.244929 0.243535 0.241276
threshold=201.39543491635001 92.90235915575002 22.654947022900004 162.62753922915002 1.0000000180025095e-35 19.134955254150004 -0.089139999999999997 178.81552749445004 202.02515103195003 325.13486840910008 14.804191144800003 21.869642762900003 -0.082484999999999989 21.612734424500001 0.011900000000000003 19.585698137700003 205.09306577200002 116.99094400460001 63.452988794850008 0.092185000000000031 395.41070928875007 32.593970107800011 0.090465000000000031 42.455548714850003 11.772995266200001 25.923236208600006 16.245379570700006 6.8552675721000007 0.086255000000000026 14.845346859150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 6 -5 -6 -9 20 -11 13 -13 14 16 27 -10 18 -18 23 29 -22 -14 25 -25 26 -20 -16 -27 -1
right_child=1 -3 -4 4 7 -7 -8 8 11 10 -12 12 22 -15 15 -17 17 -19 19 -21 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0061006406019059496 -0.11390790839187843 -0.11787479629872982 0.09177230094611015 0.080851546612585201 -0.10742938511525764 0.096369591364521112 -0.080644799898779207 -0.078732924206493068 0.0072278057825632541 -0.10147967916462744 0.0092533310914778202 0.091654423857436995 0.034353849410087227 -0.1068909081093346 0.011019741850587151 0.087962023266003664 0.10275544476590187 -0.11897086969797591 -0.10523730118225461 -0.093947692805191024 -0.1009345399415349 0.064826706697144937 -0.041902676045401849 -0.090167950606197672 0.051516539260225473 -0.0073197210336014579 0.02052118173008511 -0.046134721882890611 0.073389075384944755 0.0046667889591024596
leaf_weight=29.632546842791271 0.485665375133986 0.70656298083485936 0.72515427973121305 0.36905050414497964 0.40869802422821777 1.0911867297254501 0.64051340402830026 0.76590914148255507 3.6486567749070655 0.77087002288317197 0.611581470388046 1.1958444644697013 0.89028136385604684 0.53899030759930688 3.9748256248058178 0.8412223639898001 0.28724625706672657 0.55614608991891135 0.42280947387917045 1.0561582623104184 0.11700903180280775 1.1822460789499016 1.1400705152191219 0.78888493394697412 0.24989494870533235 0.86200968244884257 0.38705893605947495 0.92410787060725841 0.66021737326445873 69.904408242069621
leaf_count=1611 15 34 26 21 16 17 110 28 110 106 101 23 19 7 63 18 5 30 36 108 78 117 31 78 37 103 8 74 63 1540
internal_value=-5.89032e-05 -0.00614494 -0.00269919 -0.00578709 -0.00336723 0.0396722 -0.0216091 -0.00798047 -0.0058625 0.00134725 -0.0524926 -0.00283326 0.0286458 -0.00951546 -0.00593516 0.0130944 -0.0181822 -0.0357733 -0.0259584 -0.03431 0.00208539 0.0498985 -0.00846524 -0.0156244 -0.0560835 0.00239727 -0.0451338 0.000238438 0.0276851 0.00146128
internal_weight=125.836 23.6172 22.9106 22.1854 21.6998 2.10075 1.00956 19.599 19.1903 102.219 1.38245 18.4244 3.2262 15.1982 14.6592 5.74016 8.91908 5.27043 4.71428 4.42703 100.836 1.29926 2.03035 3.37088 1.03878 2.3321 0.809868 4.89893 1.52223 99.537
internal_count=4633 1080 1046 1020 1005 148 131 857 841 3553 207 813 73 740 733 155 578 468 438 433 3346 195 50 325 115 210 44 137 166 3151
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=8 22 8 23 23 10 22 17 18 2 23 0 2 6 7 9 16 16 16 22 22 23 23 18 18 7 4 13 17 22
split_gain=0.112772 0.350476 0.439405 0.532169 0.380282 0.310954 0.217374 0.13857 0.83333 0.761737 0.740382 0.773511 1.27637 0.653513 0.497355 0.955181 0.557028 0.445126 0.505157 0.488185 1.09617 0.614245 0.482455 0.39878 0.633455 0.75525 0.468358 0.375204 0.372434 0.361537
threshold=8.8430989333000021 -0.0098449999999999979 9.5425530862500008 0.093745000000000023 0.094595000000000026 62.425997789000007 -0.27494999999999997 188.27285108100003 13.278511569200001 56.799426908350007 0.082325000000000023 86.345209775600011 108.63443756215001 16.505385645700006 23.109894804950002 195.34352961910002 22.694946929300002 22.604947139800004 22.594947163200004 -0.101255 -0.079369999999999996 0.084365000000000009 0.080545000000000019 13.328768336950002 13.431207332600001 22.907491544400003 235.16798915710004 106.01665791610002 191.06791329340004 -0.017745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -3 -2 -4 17 10 -10 28 12 -12 -14 15 23 -16 18 19 21 27 22 -1 -11 -25 26 -26 -21 -9 -19
right_child=1 4 6 -5 -6 -7 -8 8 9 14 11 -13 13 -15 16 -17 -18 29 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0045277438884841863 -0.032542208001876245 -0.10762239531885952 -0.0084418861609838001 -0.080995368851569091 0.020002250493677945 0.051863054949244293 0.088907569408700177 0.021865291012404579 -0.11611244321255965 0.039648707673967977 0.075143006784375091 0.10398934743622097 -0.069310595387632179 0.026543961186272055 0.001247305347576099 -0.096015640537182298 0.070353606386274914 -0.02795876237400198 0.088795642971806227 -0.025238475853250664 0.0017492942457348103 0.048219547797421554 -0.10999203221136772 -0.074300147465651792 -0.12478713764634826 0.085730717912289978 0.0075179672980279916 -0.11002015996550743 -0.053685825649441847 0.019351633339139779
leaf_weight=3.9653370835740152 0.84003107226453788 0.71311176734161452 0.3497096667997539 0.97154057471198019 0.34712076385039836 0.90854348661378026 0.66657544884947106 1.2976730684022171 0.56958954368019377 1.4113825306994829 2.8599318452179432 1.7469305479899047 1.3664758253144103 1.4833589158952234 67.774954962364291 1.5174548130598848 1.1868081977590907 10.065258098431512 0.67418477311730285 0.87134009240617105 10.901308599688948 3.9759500862492132 0.4054894141954718 1.431566971994471 0.41170909148058876 0.83119248744333152 0.76420562279963633 1.3019466071855275 1.3123340770835055 1.9240072414977465
leaf_count=665 17 42 23 43 24 23 32 42 37 18 56 26 37 18 2135 28 47 149 6 57 588 192 101 27 22 17 72 54 15 20
internal_value=-5.79626e-05 -0.0150937 -0.000694658 -0.021656 -0.065838 0.011314 0.0554091 0.000542794 0.00268209 -0.000903593 0.0297167 0.0457614 0.0279463 -0.0194176 -3.24606e-05 -0.026773 0.0024366 -0.00485274 0.00356518 0.000882757 -0.0111791 0.0197767 -0.00609646 -0.00510884 -0.0234793 0.0127686 -0.0388045 -0.0760285 -0.0161225 -0.0203665
internal_weight=124.847 4.79663 3.7364 2.72012 1.06023 1.74857 1.01629 120.05 85.9656 75.8989 10.0667 7.4567 5.70977 2.84983 75.3293 6.36751 68.9618 34.0848 22.0956 21.4214 13.0746 8.34678 4.37083 4.85006 3.43867 2.00711 1.17591 2.17329 2.61001 11.9893
internal_count=4633 204 138 83 66 40 55 4429 2597 2403 194 137 111 55 2366 184 2182 1832 1663 1657 699 958 766 156 138 111 94 111 57 169
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=22 8 9 17 7 22 4 14 9 22 16 10 22 15 16 15 20 21 19 20 2 12 6 16 17 3 8 7 23 23
split_gain=0.115499 0.445916 0.727712 0.34074 0.352294 0.589032 0.220283 0.279134 0.197974 0.174199 0.510189 0.588752 0.579041 0.361537 0.326353 0.303479 0.665401 0.32956 0.254044 0.223366 0.410585 0.607992 0.445341 0.742663 0.39195 0.644752 0.617287 0.401096 0.376031 0.818434
threshold=-0.27494999999999997 8.3434888241000014 216.07042296730003 173.77968723070003 23.322419822750003 -0.58319500000000002 227.16561897400001 257.84824695270004 202.86134752310002 -0.16164499999999998 22.399947619200002 62.025417527550012 -0.24023999999999998 26.564181852100003 22.684946952700002 19.198394745150004 46.095286511800005 17.419354439100001 11.050891619700002 39.198779702000003 229.44804549725004 227.12825541940001 14.865347326450001 19.274954926800003 183.44170283300005 89.993447458600016 8.6432548896500023 23.209106085000005 0.08833000000000002 0.089835000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 -8 -9 10 12 14 18 15 -12 16 -14 -17 -2 20 21 22 -11 -24 -25 27 -27 -26 -21 -30
right_child=9 2 -4 4 5 -7 7 8 -10 19 11 -13 13 -15 -16 17 -18 -19 -20 28 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.10895676737089391 0.022229320936262908 -0.08572430340986241 0.046029563873204671 0.064439623150399403 0.075455858463532727 -0.097553334948547232 -0.10853730212594573 -0.014244684934729832 0.0637193134489112 -0.0075000520071256769 -0.10626273429211174 0.093438696667068055 0.05816796115106846 -0.047559992213920328 0.063005103012701222 0.072696525215367666 -0.089281457556354457 -0.047523149440064721 -0.10695216298804747 0.0042837732719187482 -0.06742191513884753 0.07895461513464791 0.09062524351146263 -0.030535172257057788 -0.037824203944036475 0.097980126293569517 0.0085226556505781665 0.024484155469305567 -0.047759972577587621 -0.0042566503863173356
leaf_weight=0.23933311124255796 0.19963925191950638 1.5591937713325026 0.57336981291882683 1.0095756099472057 0.52123436826514202 0.54559907644943395 0.20449001170345571 0.81857662312722801 0.54093007174469676 10.696918232087691 0.27470963698578987 1.3920895736664531 0.68013801398774398 0.73864949556445925 0.19458625465631485 1.6077472727338316 0.55644819921872113 0.26571138703729946 0.64109152008677484 41.86764661525649 0.69137741897975402 1.2372965493123036 1.3541469725605555 1.800664032343773 1.9107165858149526 1.648553501814604 1.4496362423524258 2.2493814472109079 4.8283106730777936 41.446878631331856
leaf_count=106 38 67 31 42 21 81 20 75 51 415 41 32 82 97 6 165 81 14 120 1684 126 37 87 28 19 31 37 33 183 783
internal_value=-4.81593e-05 -0.0135674 -0.0503004 0.00662349 0.0142221 -0.00504871 0.0191551 0.000391646 0.0167762 0.000642236 0.0164891 0.0607846 -0.00109321 0.0153303 -0.0360785 0.0302671 -0.00818242 0.0556458 -0.0762768 -0.000291461 0.00847567 0.0108238 0.0068305 0.0215516 0.0112264 0.0215868 0.0561232 -0.00413383 -0.002583 -0.00879575
internal_weight=123.745 6.0123 2.13256 3.87974 3.64041 2.63083 2.08523 1.564 1.35951 117.732 6.55081 1.86139 4.68943 3.84869 0.469296 3.11004 1.23659 1.87346 0.840731 111.182 23.0387 22.3473 21.11 10.4131 9.05895 7.25829 3.09819 4.1601 88.1428 46.2752
internal_count=4633 494 98 396 290 248 167 146 126 4139 676 79 597 439 47 342 163 179 158 3463 813 687 650 235 148 120 68 52 2650 966
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=20 23 15 20 2 15 15 12 6 22 15 20 12 4 7 20 6 8 13 17 2 9 17 15 17 0 0 0 20 22
split_gain=0.103533 0.281978 0.220957 0.155699 0.402775 0.687774 0.562507 0.509597 0.501779 0.31217 0.51816 0.277312 0.475501 0.251979 0.231565 0.227259 0.888318 0.592294 0.22284 0.336312 0.226591 0.181621 0.153469 0.54048 0.727497 0.499922 0.900823 0.751952 0.55351 0.378091
threshold=32.724174661450007 0.088565000000000019 27.874116299000004 36.558960102350007 133.24279810655003 33.423812040500003 31.445204138150004 91.208648993800026 14.055328400500002 -0.056184999999999992 31.028113015250003 37.041406607950009 179.47323713510005 197.71977442185002 23.623818563000004 37.572218886150004 14.965349663000001 8.4434108459500017 117.97223122220002 187.63270803470002 146.87900114440004 187.55294863440002 204.55825889135002 42.076928760450009 204.73764675200002 90.189704902150012 90.767723400200012 96.082805124100005 41.685324604100011 -0.14510999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 14 -6 10 -9 12 13 -5 -2 16 17 -13 22 20 21 -20 -17 24 -24 28 -27 -28 -26 -29
right_child=3 -3 -4 11 8 -7 -8 9 -10 -11 -12 15 -14 -15 -16 18 -18 -19 19 -21 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=-0.10341564719723875 0.028285265060298322 -0.099503503113893527 0.079758485412375249 -0.01775017501407616 0.014611924852204925 0.098438193224920978 -0.070193752817047539 -0.087757598033728831 -0.079147525461010684 0.092080038502053208 0.10502234437700192 -0.10171668470712217 0.011972409721453367 -0.12317212147204069 -0.04676015711090082 0.001130203768328796 0.10323944249249184 0.034466187862455165 0.01788041921187131 -0.10762216907118449 0.061958062136427544 -0.080379739859957194 -0.14148376183150166 0.053526099213911452 0.0073477310872496265 0.097242709335645314 -0.076929392445003492 -0.10134826869352508 -0.11790284088187762 0.0064859168357549847
leaf_weight=0.091374706642908587 0.75297223089728438 0.36194094788243092 0.23577872867463157 0.34815672663898911 1.5678653743721045 1.1343368515372274 0.71388670825399447 0.29893865743360915 0.89756735297851253 1.2415557833919593 0.26129109412431717 0.55042867722840971 0.9676009537124628 0.65005717229541915 0.90580302268790547 96.455267772766092 0.97765077499207098 0.76079688861500472 0.33510444429702946 0.4824797298060729 0.32927024109812919 0.42883339064428583 0.4554111601319154 1.1784406760707486 0.59708201535977312 0.80683983955532212 1.5220174089918126 0.34273035448131395 0.86250613222364336 6.3388191135090937
leaf_count=135 8 69 37 20 111 25 15 84 53 38 2 57 38 34 36 3046 27 9 23 38 23 38 15 48 27 22 78 163 30 284
internal_value=-3.38859e-05 -0.0386864 0.0285975 0.000184143 0.0138783 0.0293898 0.010627 0.0272997 -0.0195222 0.0641196 0.00215495 -0.000746551 -0.0379813 -0.0864031 -0.0126946 -9.54727e-05 0.0310922 -0.0227009 -0.00074363 -0.0380801 -0.00738813 -0.0372775 -0.000201708 -0.0108157 -0.0177557 -0.012374 -0.00357927 -0.0134953 -0.0666659 0.000954558
internal_weight=122.853 0.689094 0.327153 122.164 7.77422 5.30878 4.17445 3.46056 2.46543 1.80179 0.56023 114.389 1.96581 0.998214 1.65878 112.424 2.28888 1.31123 110.135 1.57569 1.09321 0.763938 108.559 12.1038 10.9254 10.47 9.01041 8.20357 1.45959 6.68155
internal_count=4633 241 172 4392 372 208 183 168 164 124 86 4020 92 54 44 3928 93 66 3835 122 84 61 3713 667 619 604 547 525 57 447
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=21 21 9 20 22 8 21 17 16 0 22 21 0 7 23 3 3 13 13 13 2 12 10 3 23 7 17 5 7 18
split_gain=0.102749 0.329389 0.591125 0.97882 0.753453 0.924791 0.464927 0.812256 1.07514 0.462731 0.330123 0.325922 1.11029 0.983263 0.880464 0.353862 1.26311 0.97401 0.551035 0.939407 0.45241 0.596153 0.56634 0.552109 0.458727 0.449534 0.790608 0.492811 0.325192 0.893474
threshold=3.1734339793000008 4.5589219677500008 203.09362050815002 42.546237522150008 -0.051199999999999996 8.1436447804000007 5.0192588681500014 191.86029796145002 15.454963859600001 85.431134011250023 -0.070854999999999987 5.7328850847000004 86.09518316945001 23.276000438150003 0.097645000000000023 85.589753040950015 85.923121849150007 108.79383516485002 108.49810477050001 107.78028644965002 108.01392853780001 121.79144674955002 66.859265246100009 89.883220675300024 -0.222165 22.721067571950005 187.96055726210002 21.191508333600002 23.050081659550006 13.328768336950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 9 -6 7 8 -3 -2 -4 12 -8 -14 -15 17 -17 18 19 -13 21 25 23 -22 -24 26 27 -18 29 -25
right_child=1 6 3 -5 5 -7 11 -9 -10 -11 -12 15 13 14 -16 16 20 -19 -20 -21 22 -23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0047913129782003114 0.070722219200620454 -0.019345059920551612 0.0020969773141607628 -0.086958215924143448 -0.018735583324411484 -0.14925517680151976 -0.11066243622856886 -0.012392796252292414 0.10201970144960754 -0.022887980114428389 0.051300446588357612 -0.0012598217733303227 0.085019794035193261 -0.0013336373389618462 -0.091578701652478514 0.080072040612206699 -0.048995092476788293 -0.10808978366834801 0.1085665671886637 -0.10398812920398891 0.074221669740490021 0.066622206614727356 0.050144535046054928 -0.0090672648918014038 -0.10783794210522264 -0.030438042253940187 0.087943789438277589 0.027372600960623938 0.0035241525885704203 -0.11505001644152341
leaf_weight=32.405892498464709 0.57450022624106978 1.0984958041299244 3.0140714457374997 0.92230221764111764 1.1092047238853404 1.0632305166218428 1.1546728355679059 2.7538532963444595 2.1754768578830408 6.532390257494626 2.4901671250991049 12.143956236433034 1.0380817842524264 5.3511312812406686 1.3548112337921336 2.1763633609225499 1.3369466225558411 0.98740845010615963 0.41269613610347811 0.96058305908809494 0.9426197716093182 2.2152114869095385 0.2334565729543101 8.835538266277581 0.86403895496186922 2.194740001577884 1.3902883243426911 2.2964958988668513 20.987156198680168 0.87414512078976336
leaf_count=1637 24 27 50 147 56 29 120 63 47 232 68 903 46 84 24 41 23 41 6 95 32 30 25 350 67 44 26 55 202 39
internal_value=-3.33472e-05 -0.00178056 -0.0149302 0.00838171 -0.0310753 -0.0826143 0.00101874 0.0276324 0.0612989 -0.0153208 0.0243571 -0.00134911 -0.0191859 -0.00554632 -0.019566 0.00134792 0.00578257 -0.0122107 -0.00520694 -0.00878997 0.0019486 0.0212434 -0.0036115 -0.00116183 -0.0742323 0.00731746 0.0238119 -0.000727343 -0.00347667 -0.0186087
internal_weight=121.89 89.484 15.7059 6.42654 9.27933 2.17244 73.7782 6.02783 3.27397 7.10689 5.50424 67.7503 8.8987 7.74402 6.70594 58.8516 44.347 14.5046 13.5172 13.1045 42.1706 9.43368 32.737 31.6395 1.0975 7.21847 5.02373 3.63344 30.6968 9.70968
internal_count=4633 2996 606 265 341 85 2390 137 74 256 118 2253 274 154 108 1979 934 1045 1004 998 893 178 715 623 92 148 104 78 591 389
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=0 23 5 7 7 18 7 18 7 17 7 18 7 8 18 17 7 18 20 20 20 18 7 22 19 21 7 18 18 16
split_gain=0.0979691 0.221849 0.255676 0.218704 0.170794 0.412465 0.258355 0.495152 0.213117 0.256152 0.25476 0.650409 0.331309 0.323447 0.323417 0.638573 0.545292 0.291513 0.493691 0.578256 0.466853 0.305479 0.752521 1.0787 0.767319 0.361646 1.0861 0.459092 0.832879 0.644913
threshold=71.249517373150013 0.070640000000000022 38.836801683000012 19.250086031950001 22.093462376800005 12.722397935550001 22.172877373800002 12.854871756700001 22.375171215700004 187.81654873955003 22.580797808900005 13.122774073950001 22.532843451200005 8.3434888241000014 13.037923179150001 184.89106522365003 22.650953015950005 13.193283301750002 41.741384785950011 42.154118731400011 41.257948413050009 13.317304170000002 23.109894804950002 -0.085550000000000001 14.251149826300002 16.639784844150004 25.662597900150004 13.480563334700001 13.531614672700002 22.664946999500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 -8 9 -9 11 12 13 -10 15 -12 -16 18 20 -20 -18 -19 23 24 -23 27 -27 -24 -29 -30
right_child=3 -3 -4 4 5 6 7 8 10 -11 14 -13 -14 -15 16 -17 17 21 19 -21 -22 22 25 -25 -26 26 -28 28 29 -31
leaf_value=-0.089358097836947259 0.045855084348505319 0.063636561858610885 0.081920942851098133 -0.017099311947698485 0.09311753216419924 0.054427701364413029 -0.086823997904240807 -0.0030840441311512055 0.013960769429988263 -0.070354171780679334 -0.010267740777201988 0.081111571071415492 0.036774733795590514 -0.053727481146143376 -0.06779930926651366 0.074551760434149669 -0.036540615981792805 0.019617310262318499 0.0065268196426672897 -0.11113006863178479 0.024896442239337895 0.077899972451855287 0.026386000267941464 -0.10421618752741812 -0.038818722228559081 -0.1153414820932433 0.047873150387004515 -0.075419528146734194 -0.00021860847089284565 0.05440753534321674
leaf_weight=0.54123518835331097 1.0405093457484316 0.18051439416012727 0.10388046418665908 5.6884611396562823 0.48044263909105112 0.87381803350581222 0.65538869332522054 1.4559958865356741 1.4820529749849805 0.92607849193154823 1.8968226409051561 1.3856880243693011 1.7807069889968259 1.3481014486751517 1.2155339906166762 1.6682456804992396 2.3594067270169026 8.0956578240729851 0.67845954746007908 1.0869353621092157 2.5996562149375677 0.83214585867244784 7.270532905124127 1.6740222873922892 1.7429987199429886 0.9419133769115422 0.71887833643995691 1.4348299041157577 66.265318925871725 2.2340912343352093
leaf_count=201 87 18 11 651 16 32 16 29 26 36 20 53 16 21 30 31 29 113 9 43 14 29 72 56 38 80 59 19 2708 70
internal_value=-2.83586e-05 -0.0343573 -0.0617777 0.000208163 -0.000191662 0.000658695 0.000264273 -0.000159255 0.000352015 -0.0292366 0.00100036 0.0210356 0.00298112 -0.0182815 -0.000169305 0.0294229 -0.00123333 -0.000407132 -0.0205005 -0.0659133 -0.00433388 0.00107425 -0.000731909 -0.0417251 -0.00110163 0.00147675 -0.0446936 0.00246994 -1.64291e-05 0.00156301
internal_weight=120.658 0.82563 0.645116 119.833 118.792 113.104 112.623 111.749 111.094 2.38207 108.712 5.99655 4.61086 2.83015 102.715 3.56507 99.1504 97.9348 6.72446 1.76539 4.95906 91.2104 83.1147 4.24917 2.57514 78.8656 1.66079 77.2048 69.9342 68.4994
internal_count=4633 230 212 4403 4316 3665 3649 3617 3601 65 3536 116 63 47 3420 51 3369 3339 95 52 43 3244 3131 123 67 3008 139 2869 2797 2778
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=5 5 22 15 20 5 22 9 4 17 17 20 0 3 20 15 6 14 20 9 9 15 19 6 17 7 21 18 15 13
split_gain=0.106764 0.435382 0.7554 0.454784 0.402864 0.304322 0.296642 0.287125 0.265646 0.363162 0.280069 0.585164 0.372993 0.397141 0.329438 0.251425 0.316603 0.702694 0.670412 0.37608 0.82053 0.550946 0.564414 0.314369 0.631024 0.964497 0.70673 0.663814 0.564528 0.50422
threshold=23.714185006400005 23.195398057700004 -0.06828999999999999 42.33967733730001 41.808689985400001 23.881206071300003 -0.082404999999999992 190.36745536595001 433.65962021140007 199.89028782265004 193.94976740385002 42.876019054300009 86.162394622750014 93.571785230250015 40.040404835300002 41.54912092575001 16.455384477450004 274.15552132740009 40.986363433950011 190.36745536595001 194.45262321395003 37.491361913600009 14.451165964200003 14.845346859150002 204.55825889135002 23.960918281000001 8.6710512402000024 13.956123578150001 38.469938489650012 112.67059178900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 15 -5 -2 7 -3 9 10 12 14 13 -7 -12 16 23 19 -19 21 -21 22 -18 28 25 27 -27 -25 -1 -26
right_child=5 2 -4 4 -6 8 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.0018313356088733 -0.048978651128805693 0.064726439987499301 0.077809975115869207 0.0034916393841617857 -0.087889731814204397 -0.12122247508275075 -0.052769490527573716 -0.014365235312085676 -0.07783251837578814 0.041567760176504299 0.0043108277188349453 0.027375432061184275 0.063247835029706545 -0.0015500543569923946 -0.11127085412031973 0.02661459860890136 -0.036188022319653658 0.0067430665453452679 -0.120077443055382 -0.077570077827161854 -0.0047048825404628868 0.069133421529253641 0.042286538816021867 0.0096494536538394363 -0.10556122852943731 0.073771792409181053 0.0092514432880852534 -0.049911986059613833 -0.10570193167120337 -0.010372326874958385
leaf_weight=41.735678987073697 1.6202449302363664 0.78812536259647448 1.9797669238178048 0.85609139769803633 1.1053400852542834 0.2888282703934183 0.84012292325496707 1.0991083412955047 0.45578694545838594 1.784311875060667 0.33188208006322317 0.79737020464381192 0.86239043366367685 6.9503449266630923 0.95968795154476538 3.5865191724151364 2.1868621110916204 0.67320263478904863 1.0945688346400855 1.7980022840201844 11.002464055098242 1.4563707718625662 1.5777546130120752 21.318300549046405 0.74143428215756957 4.0594843019498503 2.918029825668782 2.0512245061108834 0.52988222852582012 2.2307437751442194
leaf_count=2604 36 23 44 33 21 9 19 27 64 33 11 20 27 682 58 39 24 6 52 25 128 20 26 333 42 65 37 34 40 51
internal_value=-2.59979e-05 0.00106333 0.0307909 -0.000323194 -0.0480052 -0.00821519 -0.00333996 0.0186641 -0.00290195 -4.99358e-05 -0.00733701 -0.039985 0.00108108 -0.00632474 -0.081571 0.00062188 -0.000355571 -0.0116157 -0.0717817 -0.00571391 -0.0149398 0.0169055 -0.00329926 0.00259251 0.00985605 0.0141629 0.0467891 0.00442154 -0.00313356 -0.034118
internal_weight=119.68 105.629 4.70712 100.922 1.96143 14.0508 2.72736 1.88723 12.4306 11.9748 10.1905 2.08894 8.10156 7.23917 1.29157 98.9605 95.374 19.7892 1.76777 18.0215 12.8005 5.22099 3.76462 75.5848 33.3192 30.347 6.97751 23.3695 42.2656 2.97218
internal_count=4633 3693 113 3580 54 940 69 50 904 840 807 89 718 691 69 3526 3487 281 58 223 153 70 50 3206 562 469 102 367 2644 93
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=15 2 5 22 19 13 2 22 8 7 17 7 22 13 15 13 9 16 17 12 2 12 6 15 12 21 17 21 23 23
split_gain=0.0985439 0.341276 0.191848 0.184481 0.148219 0.267555 0.146052 0.135782 0.550984 0.445279 0.318048 0.246061 0.485805 0.339304 0.429914 0.349371 0.153061 0.377839 0.5452 0.349876 0.911579 0.831997 0.568275 0.579768 0.722999 0.635566 0.414402 0.460261 0.577515 0.504993
threshold=46.723315192750007 247.02271001585004 25.704065249550002 -0.10040499999999999 14.651182102100002 117.61735474900001 263.5517324101001 -0.27494999999999997 8.3434888241000014 25.221560561650005 173.77968723070003 23.322419822750003 -0.58319500000000002 104.04332964835001 20.538897842700003 95.937628385050019 194.03220695150003 22.654947022900004 199.05253715360001 148.96091148645004 129.01927736685002 121.79144674955002 14.195331671650001 28.983869461100003 133.01805689090003 6.2486180938500011 200.85989963400002 2.3223121640500004 0.10602000000000002 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 7 -6 -3 8 10 -10 -1 -12 13 14 15 -13 -9 19 -19 21 -21 26 -23 -24 -25 -26 27 -18 29 -29
right_child=1 2 -4 -5 5 -7 -8 16 9 -11 11 12 -14 -15 -16 -17 17 18 -20 20 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.10841124238656324 0.018851259520767959 0.0096961347797182573 0.049508239254519554 -0.10482428816660956 0.047656286265108892 -0.014521352701949665 -0.043993547089866122 -0.0047564819787583902 -0.091162096120212685 0.027755882641033753 0.060307463586968452 -0.10267097733489672 -0.089837294303221821 0.076924614219719301 -0.10585384542380563 0.091475267961835957 0.035475445907994944 0.013195497451689117 0.093434549493810526 -0.12519553448179427 -0.0030550415596813959 -0.0099245521829650664 0.096498994523781037 0.065133523885293323 0.03819075811376637 -0.051839021425508759 -0.037942338865420228 -0.079034267249244006 -0.087181981495763283 0.0058479491858795486
leaf_weight=0.21660575926489345 0.15364982798928428 1.1053495079395368 0.59761860809521739 0.56089240436267485 1.7342167315073305 1.1516394337522795 0.93547849403694261 35.4173653227042 1.2916352911852298 0.41637897724285711 0.90945380649645846 0.12462090110420854 0.48236038853565277 0.69287915108725429 0.33220346459711436 0.36174064711667597 3.4184694382420338 4.4429301864001891 1.0462097357958553 0.6211092253215601 37.72124082397022 2.4666161119657755 1.71565022226423 3.1097608010750264 1.7233318798244002 1.4387924686307085 2.9195547602139404 0.75385088007897216 0.82004069817776404 9.9773636142544948
leaf_count=106 22 7 39 67 33 37 43 2145 67 22 42 91 79 13 50 11 73 91 33 14 898 78 27 89 9 33 67 14 28 305
internal_value=-2.53766e-05 -0.0169249 -0.000322294 -0.07823 0.000466045 0.0228435 -0.0149142 -0.000108389 -0.0165147 -0.0621723 0.00848121 0.0172023 -0.00245969 0.0254259 -0.0181655 0.041729 0.000627795 0.00326994 0.0284888 0.00119409 -0.0050336 0.00961878 0.0320311 0.0449873 0.0308965 -0.00277353 -0.00347855 0.00324295 -0.00629591 -0.000114893
internal_weight=118.659 3.35299 2.63845 0.714542 115.306 2.88586 2.04083 112.42 4.82788 1.70801 3.11986 2.90326 1.9938 1.51144 0.818565 0.486362 107.592 72.1749 5.48914 66.6858 38.3424 28.3434 10.4542 7.98754 6.27189 3.16212 17.8893 14.9697 11.5513 10.7312
internal_count=4633 178 89 89 4455 70 50 4385 481 89 392 286 244 165 152 102 3904 1759 124 1635 912 723 236 158 131 42 487 420 347 319
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=0 22 22 22 20 0 5 22 22 12 5 23 17 21 5 23 18 3 6 6 5 19 15 20 22 5 10 22 0 22
split_gain=0.0937548 0.428018 0.479736 0.934791 0.856059 0.866891 0.557815 0.577114 0.779715 0.511096 0.807533 0.609962 0.641649 0.528517 0.373291 0.362083 0.60469 0.560334 0.299487 0.541547 0.668431 0.65066 0.843269 0.540136 0.483939 0.408764 0.445056 0.415905 0.687273 0.45955
threshold=86.538778761000017 0.20852500000000004 -0.053874999999999999 -0.036264999999999999 41.808689985400001 86.036037090600004 20.201591378100002 -0.064729999999999996 -0.068964999999999985 178.58312952045003 22.382820633700003 0.080375000000000016 187.14705358135004 6.5613067478000007 27.179953022650004 0.088260000000000019 13.015629076450002 93.469623821300004 16.525386113000007 16.245379570700006 22.627560662300002 14.251149826300002 36.370482311550013 40.806664626150003 -0.040509999999999997 22.127107789600004 64.369753017350021 -0.060989999999999996 87.727077254650013 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1 8 9 11 -11 12 -8 14 -12 16 -13 -17 19 20 25 -21 24 -20 -23 27 -27 28 -2 -29
right_child=18 -3 3 4 5 -7 7 -9 -10 10 13 15 -14 -15 -16 17 -18 -19 23 21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.078662577687376986 -0.14567711279702422 0.073897935436024367 -0.085040317957196118 0.014509899970760388 0.0065322416591375269 -0.12058524887044493 -0.0042829147443985589 0.050499785691078818 -0.11148927000613723 -0.11807252959301802 -0.08631123639754279 -0.035711400594992782 -0.12478679432912546 -0.0014269357355024973 0.039105399366396065 -0.047970330423112689 0.061524499905957653 0.017597531924278181 0.00021705889540429629 0.060640313269297419 -0.05989817113191092 -0.095722796761618906 0.021198008092890006 -0.080525217839520352 0.0052699447010414423 0.10336692813116125 -0.0091844633841889883 0.0598950127126959 -0.0075762452619273007 0.0047710955155842675
leaf_weight=0.89289358501264615 0.36538915219716628 0.69220622926513797 2.0419826563302195 4.9734788720234047 1.0104745909375199 1.1436839111265724 1.4436865173156612 1.9755261066020455 0.67679484561085956 0.77255720825632934 1.3324480454612047 0.79875478113535692 0.63676744699478138 8.1059093477088009 0.28875059168785799 1.5844167620525675 3.2089143426092051 7.3475854143616743 2.6214538360945876 3.1565407891757777 1.8617847395798879 1.0728290388360617 10.075951899401842 1.2113752202130852 0.85070753330364723 0.79863093979656585 0.62727451807586476 1.5973048466476054 26.182068360823905 28.435411674155151
leaf_count=33 7 35 35 120 164 27 260 34 12 16 127 72 16 197 42 15 47 121 44 50 95 39 141 22 14 20 30 51 1786 961
internal_value=-1.8734e-05 -0.00403432 -0.00544522 -0.0253878 -0.00829813 -0.0609569 0.000846409 -0.00161992 -0.00555034 -0.0027408 -0.0196671 0.00909135 -0.0411657 -0.0118514 -0.0639734 0.0171717 0.0421447 0.00596668 0.00196352 0.00335645 -0.000918332 0.0202423 0.00961533 -0.0253017 -0.0510575 0.000974706 0.0538541 -0.000357934 -0.00947701 0.00770289
internal_weight=117.784 38.9268 38.2346 9.16962 7.12764 2.15416 29.065 28.1721 26.1966 25.5198 10.4997 15.0201 2.08045 9.72711 1.6212 12.9397 4.00767 8.932 78.8567 75.0239 59.8679 15.156 11.9995 3.83283 1.92354 58.0061 1.42591 56.5802 26.5475 30.0327
internal_count=4633 1373 1338 346 311 191 992 959 925 913 382 531 276 366 169 255 119 136 3260 3194 2950 244 194 66 53 2855 50 2805 1793 1012
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=8 22 8 22 23 23 17 7 17 17 9 17 2 5 15 15 7 22 22 7 17 17 12 9 15 7 9 7 7 22
split_gain=0.0957665 0.30533 0.368296 0.510815 0.308174 0.16751 0.11269 0.269927 0.13452 0.267145 0.293587 0.265544 0.406204 0.214783 0.501562 0.3445 0.211699 0.220772 0.267386 0.347122 0.226188 0.727305 0.254639 0.388874 0.447219 0.209965 0.523887 0.291817 0.364919 0.467795
threshold=8.8430989333000021 -0.0098449999999999979 9.3427090425500019 -0.11963999999999998 0.094595000000000026 0.10249000000000003 162.04221493815001 17.566486459500002 174.72950843050003 168.09695031380002 195.46053662500003 179.88087463185005 45.979371440700014 20.971847224900007 26.243701454300005 19.198394745150004 21.833224794850004 0.63131000000000015 0.26597500000000007 22.870118039000001 182.37451917730002 183.09840208680004 84.828830943350013 193.70978346765003 21.881081380950004 22.172877373800002 185.00606802455005 22.398098708400003 22.721067571950005 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -4 7 -1 9 10 -8 12 -10 -11 15 -15 -13 18 20 -20 -18 -22 23 -23 -25 26 -24 -27 29 -29
right_child=1 4 5 -5 -6 -7 8 -9 11 13 -12 16 -14 14 -16 -17 17 -19 19 -21 21 22 25 24 -26 27 -28 28 -30 -31
leaf_value=0.06116236118023774 -0.10631529411424273 -0.10644028145568801 0.06747330650625169 0.0049992737352391329 0.013853647008633533 -0.0087682978151686474 0.001725961581928224 -0.090549660713941146 0.092868589375126126 0.058910370044833009 -0.1226565089369953 -0.030463264581660921 -0.046385735084528187 -0.10296792919182018 -0.11626996473692748 0.059210571727669914 0.022363323629190184 0.059251192957526802 0.079276014745312276 -0.088899275661552521 -0.11278303799583655 0.0054282852580211545 -0.041179921524649221 -0.0098517433064761357 -0.13564617207751592 -0.031305735196009064 0.10175467916725073 0.042551216362562053 0.00032734881027721765 -0.0057959584536010382
leaf_weight=0.16848222703265392 0.57968781399540636 0.61763712828542239 0.8446242294157853 1.4272401693306167 0.3250411358603742 0.43741668696748093 2.0884645911155526 0.3858619479879053 0.23189780022948925 1.7220648804636769 0.20873245347138425 2.1299536712358522 2.1661400306747964 0.15265503008413339 0.26999857470218547 0.92243961547501385 4.9288542792637591 0.655210318216631 0.15170947925071132 0.64255532949755434 0.56443582410429272 1.3684841893009427 0.42127180517854756 0.55575300892814972 0.5750419395044446 2.6486458467988987 0.65531334045226686 4.8080185438157059 80.491092439948488 3.4283154496952175
leaf_count=41 26 42 50 43 24 19 270 334 5 109 25 121 243 41 42 87 76 56 9 89 32 18 38 27 18 70 14 115 2484 65
internal_value=-2.02407e-05 -0.0147883 -0.000407522 -0.0271532 -0.0649622 0.0414606 0.000536038 -0.0444397 0.00075907 0.0162101 -0.00957592 -1.97552e-05 -0.0329194 0.0355229 0.00558094 0.0361825 0.000738667 0.0013909 0.00101643 -0.0567768 0.00147343 0.000395462 0.00106824 -0.0304283 -0.0738218 0.00191969 0.0458238 0.00140242 0.00237881 0.022427
internal_weight=116.573 4.23165 3.28897 2.00693 0.942678 1.28204 112.341 0.554344 111.787 5.36436 2.2972 106.423 2.39804 3.06716 1.34509 1.07509 104.025 101.895 101.239 0.794265 100.445 95.5164 94.9519 2.49928 1.13079 92.4527 1.07659 91.3761 88.7274 8.23633
internal_count=4633 204 138 69 66 69 4429 375 4054 574 295 3480 248 279 170 128 3232 3111 3055 98 2957 2881 2849 63 45 2786 52 2734 2664 180
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=17 9 6 10 21 18 16 19 8 16 4 7 2 20 18 18 23 7 15 23 9 17 17 8 21 20 3 17 9 16
split_gain=0.134929 0.0973709 0.265734 0.215693 0.195251 0.14366 0.282084 0.530924 0.300077 0.215834 0.365028 0.216798 0.30152 0.206916 0.35516 0.585266 0.563397 0.615613 0.561845 0.516527 0.469621 0.402651 0.320185 0.274344 0.378959 0.229406 0.592461 0.557296 0.520296 0.740257
threshold=158.19986339130003 37.364870866050005 2.7350639043000005 90.181639527750022 2.7200266080500004 17.327266398450003 17.684958644900004 12.651020723000002 7.3442686056500008 11.864972254500001 402.75382129015003 27.014969757650004 152.68195387130001 43.426369480700011 14.741741751300003 14.365787915650001 0.08574500000000003 22.580797808900005 38.992510055900006 0.089705000000000021 207.09414646890002 198.79333437865003 188.51582982015003 5.1459841250500009 12.717166023350002 42.206017975500011 93.216908757050007 193.29780372785004 201.65416293750005 22.514947350300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 9 7 -7 -9 10 -3 13 -13 23 15 16 17 22 19 -18 -19 -16 -15 24 -11 -25 28 -28 29 -27
right_child=1 5 4 -5 -6 6 -8 8 -10 11 -12 12 -14 14 21 -17 18 20 -20 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.079206008885052137 0.055259157031224672 -0.10202633742433519 0.0062424245620059356 -0.10108529281693981 -0.10185338826640677 0.044726347778082182 0.10227935952299512 0.037745788055830634 -0.10573702350281994 -0.099102984126128613 0.019811144117772041 0.0043738983237789795 -0.10600662719079074 -0.0032233874711578995 0.094602326375939572 -0.10281738613106602 0.084883308305897173 -0.09488313323681058 0.092384606071039474 -0.024708605040923634 0.050194906436296427 0.013665097551435213 0.074870065706260522 0.0022436551771360144 0.047500636974992454 0.071020238874256417 -0.024675857063800859 -0.11434870382513128 -0.014573918547112864 -0.0030926344081704409
leaf_weight=0.21479234188518503 0.45504724987404077 0.53997701815751398 0.2505989761384626 0.10946918896934221 0.50150126715016086 1.4170194981138591 0.39002863224595774 0.20916879939613853 0.48080160659446847 0.6130542301107188 0.45152688314556144 0.54126274046575318 0.45593749131512595 2.8031032838771321 1.0318852532800513 0.48465134353318795 0.61870492727030146 1.1490657993999773 1.3271291962882967 1.4105543564437537 0.27688873093575228 1.5201605197507886 0.64601268083788443 77.552959735141485 0.24750598373066168 2.0989011613419306 4.1554707191535263 0.83177164252265345 9.3363870563916844 3.7656067705247551
leaf_count=250 86 261 93 168 228 336 17 23 48 389 26 8 68 223 32 39 34 100 22 38 7 43 15 1528 24 94 152 57 188 36
internal_value=-2.15311e-05 0.000125507 -0.026914 0.0249414 -0.065836 0.000436823 0.0241595 0.00969858 -0.0622393 -9.27383e-05 -0.046542 0.000322666 -0.046094 0.000743953 0.0135812 0.00397466 0.0102624 -0.0114454 0.0417923 0.00870509 -0.0667122 0.046391 0.0114034 -0.000723086 -0.0569383 -0.00022814 -0.00972357 -0.0396315 8.88811e-05 0.0234323
internal_weight=115.887 115.672 1.31662 0.564516 0.7521 114.356 2.49702 2.10699 0.68997 111.859 0.991504 110.867 0.9972 109.87 11.2682 8.71611 8.23146 4.87507 3.35639 2.02926 1.42595 2.55205 3.44912 98.6017 0.86056 97.7411 20.1881 4.98724 15.2009 5.86451
internal_count=4633 4383 575 254 321 3808 424 407 71 3384 287 3097 76 3021 553 478 439 345 94 72 107 75 238 2468 413 2055 527 209 318 130
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=22 20 22 17 5 22 22 10 5 7 13 13 8 21 9 18 14 7 16 15 3 16 23 9 21 22 17 17 18 15
split_gain=0.0863898 0.158855 0.107827 0.392724 0.313127 0.250019 0.264167 0.505425 0.218365 0.146673 0.113953 0.175985 0.33743 0.326094 0.11448 0.149963 0.297204 0.255348 0.306517 0.540987 0.239565 0.234965 0.220076 0.149404 0.148534 0.153514 0.136375 0.432854 0.313584 0.346536
threshold=-0.63026499999999996 40.574766824850009 -0.59238000000000002 197.02652249450003 12.451585980350002 -0.51760499999999998 -0.58319500000000002 75.629015667650023 8.586848316050002 24.673428656250003 121.22795401815002 117.97223122220002 8.4434108459500017 9.6897531394000023 31.023622952750003 16.922055371600006 255.27041524225004 26.545218975000001 17.684958644900004 20.538897842700003 78.322850714350025 11.864972254500001 0.095830000000000012 35.083541136200004 21.779899400000001 0.63131000000000015 174.47088669260003 168.62011096010002 13.24088655595 26.564181852100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 6 7 -4 -8 -2 11 14 13 -13 24 21 -17 -18 19 20 22 23 -19 -16 25 -7 27 -23 29 -29
right_child=2 -3 5 4 -6 10 8 -9 -10 -11 -12 12 -14 -15 15 16 17 18 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020284587919154515 0.017924285940535741 -0.073492555137549681 0.088997290959402411 0.07729415110770696 -0.10498783289059509 -0.10119580419725097 0.073260029487963049 -0.10421594236050701 -0.10435322983491102 0.089797663754455817 0.047337684700199063 0.068115064053636654 -0.091638258715849574 -0.10413279120570425 0.078653987658616351 -0.10539297939311272 0.075711539634611871 0.059242102770772978 0.093796388862564195 -0.1034980996808188 -0.067977238898805997 -0.010933259850142749 -0.10255142513983609 -0.067372448910570412 0.051955969092385069 0.046689780382980821 -0.0002074716441478004 0.042225618618466992 0.086059324761378231 -0.090007111232535936
leaf_weight=0.72531747429456916 0.51851764757884555 0.45215639643720351 0.32023363967891783 0.13261088973922586 0.32568929041735828 0.35178883029334329 0.077760760928866857 0.23455420374148161 0.63024476426107867 0.62759371420543175 0.51460933571797696 0.3795138351015328 0.58631752751534805 0.1547163310169708 0.077458352898246541 0.17204609248619762 0.85968661227343579 0.9800294772758209 0.36864501176751208 0.43246530283431628 0.22576642502099264 2.5763643983009379 0.091960648434906034 0.73402144628289534 0.12473482533823699 0.087690231812302954 100.01374113241036 0.84523748329957038 1.1358858209132447 0.25888635446608532
leaf_count=49 23 23 7 33 39 349 20 45 145 25 40 71 48 15 16 132 45 258 22 51 11 340 51 266 12 10 2342 87 37 21
internal_value=-2.43589e-05 -0.026972 0.00025437 0.0259953 -0.0522439 -0.000113601 -0.0443585 0.00731025 -0.0848458 0.0572811 0.000389881 0.000171155 -0.0392572 0.018231 0.000575242 0.00080829 0.0223776 0.0298077 0.0110057 -0.00663383 0.0256453 0.000169101 0.0453626 -0.0534338 -0.044353 -0.0716879 0.000584036 0.01702 0.0491706 0.0112207
internal_weight=115.016 1.17747 113.839 1.60441 0.4583 112.234 1.26279 0.554788 0.708006 1.14611 110.972 110.457 1.12055 0.53423 109.336 108.772 3.1306 2.95855 2.09887 1.73022 1.29776 105.642 1.07199 0.81148 0.564214 0.439479 104.83 4.81637 2.24001 1.10412
internal_count=4633 72 4561 120 72 4441 217 52 165 48 4224 4184 134 86 4050 3679 570 438 393 371 320 3109 309 282 371 359 2827 485 145 108
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=20 21 21 20 21 15 9 21 7 5 3 10 23 17 5 19 22 6 12 22 4 6 22 5 22 22 20 17 15 15
split_gain=0.0872828 0.211427 0.192052 0.145804 0.288563 0.199345 0.149107 0.149044 0.142579 0.114606 0.505666 0.412921 0.287816 0.325682 0.127257 0.125299 0.312769 0.144481 0.296277 0.121905 0.128471 0.126173 0.325309 0.234154 0.278696 0.212666 0.536088 0.352233 0.235185 0.233908
threshold=49.292797572200008 19.549674911150003 3.4893684343500007 47.927946529500012 16.464809133250004 19.077611477100003 65.064848378650012 8.1054293463000011 29.094060964600004 24.453399453300005 92.813640037450014 62.025417527550012 0.086955000000000018 160.51990292375004 24.367802910700004 14.651182102100002 -0.064729999999999996 17.755414852450006 79.204428604100016 0.63131000000000015 331.66683542155005 9.4652211533500026 0.20852500000000004 10.950366262350002 -0.0025899999999999999 0.18839000000000003 38.171717059500004 188.85216786605002 37.882159664350006 19.846565044850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 6 -5 -7 -4 14 -11 12 13 -12 15 17 -17 19 -19 21 -21 22 23 24 -1 29 -27 -28 -29 -23
right_child=1 -3 8 4 -6 7 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 18 -20 20 -22 25 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.018977214786936501 0.042328173548128886 0.033475248610568643 -0.1035259716654857 -0.10228902592643321 -0.058336438755586521 0.025642109388283263 0.036368241764414937 0.091414081177749476 0.031502609209781804 0.082012704752513974 0.039584062250783036 -0.09721239009032541 0.0046410545848540588 -0.088767198985667317 0.043823770481677141 -0.0059637273750164609 0.066104831499895475 0.023362083818696863 -0.10817506818499839 0.069968410465290343 -0.020690554541758863 0.026409011626409719 0.063859449401741736 -0.088583133074041046 -0.10128436291692638 0.010650925660701799 -0.0088802475653584866 -0.10494298991216409 -0.023944520167755778 0.00033711832862844983
leaf_weight=0.73786948358554139 0.1527434391027771 0.37903534655924886 0.51657411341147963 0.14610872487901305 0.33236639547976654 0.66174116474576272 0.16529652013559826 0.71874821989331394 0.092149505031557055 0.48304501234087993 0.2630264169565637 0.68356873542506935 2.6957754607865354 0.79591168719707639 0.67241651544463721 1.5427944870898502 0.98771473206579585 0.32444854616187413 0.36262628628173843 0.48898578309490304 0.22975179393142753 3.5778124398566424 0.34152737071508443 0.67778290784190176 0.26080971525107011 3.1334827899736402 1.2478940419214271 1.1298353404272345 0.52506287384312589 90.069129229334067
leaf_count=474 19 31 219 41 32 31 13 30 45 24 78 107 107 385 25 24 30 18 47 44 22 421 77 97 176 55 65 48 16 1832
internal_value=-2.53952e-05 -0.0275512 -0.0579284 0.000251795 0.026849 0.0435833 -0.0286886 0.0598861 -0.0830851 -0.000232238 -0.0151511 -0.025726 -0.0127115 -0.0568864 0.000458389 0.000182354 0.0221663 -0.000357186 -0.046061 -5.05869e-05 0.0409883 -0.000340615 -0.0250961 -0.043218 -0.0124297 0.000160535 -0.0180323 -0.048995 -0.079244 0.0013332
internal_weight=114.396 1.1405 0.761467 113.256 2.02426 1.69189 0.311405 1.38049 0.608724 111.231 4.92133 4.43828 3.75471 1.05894 106.31 105.638 2.53051 103.107 0.687075 102.42 0.718738 101.701 2.01799 1.67646 0.998679 99.6832 6.03628 2.90279 1.6549 93.6469
internal_count=4633 314 283 4319 147 115 54 61 264 4172 701 677 570 463 3471 3446 54 3392 65 3327 66 3261 824 747 650 2437 184 129 64 2253
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=0 7 23 5 21 5 3 17 13 8 20 20 21 8 23 6 3 6 3 17 22 15 2 0 10 0 9 13 15 5
split_gain=0.0833508 0.168505 0.168327 0.183555 0.150814 0.113288 0.449338 0.339269 0.223101 0.25556 0.122682 0.23132 0.202134 0.154382 0.154981 0.123942 0.583862 0.961349 0.809043 1.13279 0.544269 0.376125 0.480918 0.306335 0.800002 0.976857 0.553013 0.401672 0.572107 0.461418
threshold=71.249517373150013 19.250086031950001 0.070640000000000022 38.836801683000012 2.2933574171000006 24.453399453300005 93.14163192940002 192.44445991605002 117.56896250265002 3.0476216663000004 49.064150740050003 47.927946529500012 21.779899400000001 1.8485574041500004 0.077080000000000023 14.845346859150002 86.26455603170001 15.155354102400002 85.589753040950015 186.18082682465004 0.22387500000000005 38.469938489650012 344.91334945730006 90.321439350550008 66.859265246100009 92.168410086200012 204.51365672970005 113.98793627290001 34.761639995350009 19.841254985200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 10 -7 8 9 -8 11 15 -12 14 -13 21 18 20 19 -17 -18 -3 -23 27 26 -26 -25 28 -19 -29
right_child=1 5 -4 -5 -6 6 7 -9 -10 -11 12 13 -14 -15 -16 16 17 23 -20 -21 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.06461251431836057 0.042993891523517798 -0.0022910696224155971 0.058236724328887102 0.076206859932753376 -0.1068074100096716 0.03578569963925024 0.10247403876129341 -0.096602768189348875 -0.0031506262587675431 -0.10376141198750384 -0.057334381465733754 0.05487372711258115 0.063309954877833766 0.072605749032082237 -0.10369801872858667 0.07926916243012877 -0.10921233626496868 -0.10434741184236247 0.072308912735353378 -0.092777395828539957 -0.0032594779550984831 -0.10199284980320472 0.027288446712314909 0.015289011550450744 -0.083520946943627966 0.066321477803870266 0.10203621821163622 0.054846529906406184 0.0069009605608496994 0.00067794976816242989
leaf_weight=0.058793175372556017 0.91186636098245699 38.48121410294425 0.15303328291338403 0.08331732710939832 0.40398556288346299 1.227584140615362 0.069260403513909163 0.70523325883550558 2.0206826847424963 0.45355594802094856 0.76837972884095407 0.1326193854038128 0.16951336734928191 0.72539516843971796 0.11515133107059228 0.67464903369545826 1.2227004301184927 0.8661873391138204 2.6744857889134437 0.88435131346341223 0.80339129106141616 0.83609698018699308 0.43872592572006397 1.4437855407595628 1.1107486764667553 0.71521761454641808 1.4967438373714683 1.6220315992832173 0.99129531905055046 51.528430379112251
leaf_count=40 87 2229 18 11 161 40 1 72 120 250 285 13 15 32 34 6 32 50 44 42 22 67 16 19 37 13 33 24 16 804
internal_value=-3.26659e-05 0.000180135 -0.0344548 -0.0604299 -0.0850296 -0.000167889 -0.0157558 -0.0352316 -0.0182153 -0.0764402 0.000479984 0.000796319 -0.0355293 0.0493279 -0.0188224 0.000349875 0.00300573 0.000544656 0.0389325 -0.0183252 -0.0671996 -0.00406144 -0.0575011 0.00284089 0.0271603 -0.0248288 0.0594438 0.000733584 -0.0449767 0.00233105
internal_weight=113.788 113.089 0.699129 0.546096 0.462779 112.177 4.47632 3.24873 2.5435 0.522816 107.701 106.763 0.937893 0.973166 0.247771 105.79 66.034 61.8005 4.23349 1.559 2.02609 39.756 1.27482 59.7744 4.7665 1.82597 2.94053 55.0079 1.85748 53.1505
internal_count=4633 4403 230 212 201 4316 483 443 371 251 3833 3533 300 79 47 3454 1142 1050 92 48 54 2312 83 996 102 50 52 894 66 828
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=15 21 18 20 15 7 6 16 8 10 6 6 2 10 15 22 4 22 0 3 13 21 17 22 10 0 16 3 21 19
split_gain=0.0859479 0.310879 0.105305 0.312121 0.258794 0.240707 0.203094 0.33779 0.377001 0.154995 0.137031 0.448375 0.56347 0.332364 0.429923 0.530119 0.44692 0.492546 0.280403 0.251438 0.326226 0.230883 0.336691 0.322295 0.218775 0.803219 0.489479 0.509104 0.694369 0.42011
threshold=11.870705757150002 17.123843457500005 17.108018746400003 42.546237522150008 13.699258176050002 26.296311413900003 11.755274660100001 17.684958644900004 7.1444245619500011 88.512107028750009 13.665319288000001 13.825323026450002 189.32640726775003 80.538140213850014 32.355961258350007 -0.16533 180.98021180325003 0.70681500000000008 101.11291028615001 81.80440399325002 102.83621194775002 3.3686516035500005 188.51582982015003 -0.237895 70.182199495350019 94.625660817400004 19.224955043700003 87.399085362750014 12.265872381800003 13.751109481500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 6 -5 -6 7 8 9 -4 13 12 -12 14 15 21 -17 -18 -15 -13 -21 -2 23 -23 26 -26 27 -22 -29 -28
right_child=2 -3 3 4 5 -7 -8 -9 -10 -11 11 19 -14 18 -16 16 17 -19 -20 20 24 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.10267418290972902 0.040289300326774941 0.028906222668184423 0.066145231115897582 0.06722903431786742 0.068860050178098028 -0.10368493395928445 0.08223155392881483 0.10178496388995102 -0.090164839945150455 -0.10063210148766018 0.0079145205456268956 -0.059418864855054238 0.092390307714656061 -0.10326560896603559 0.0091755808932112489 0.00071498406237159281 -0.097189311280088286 0.036717017142004163 0.013984579069374243 0.072142802297223238 0.055023498917861263 -0.058542100957513082 -0.10388253490475517 0.062472690125373834 -0.085739045457366936 -0.004152864601249041 -0.04105010014050646 -0.060824096555588673 0.095622438814585098 0.0012945202958145423
leaf_weight=0.3465249419208466 0.89275614335201625 0.37266507465392351 0.40171935660873648 0.17972624453977903 0.099371225340291858 0.4338057056083926 0.73504585501359532 0.32697125156119 0.39055906045541633 0.064698964055423858 2.3856965610757466 0.71308276057243247 1.1802162840031085 0.21196740958111959 2.9762273837986868 0.87249133716250016 2.3714131557535443 0.31067867099773128 5.4025187145127802 0.62585510822645929 3.2544354591518632 0.40095686892163951 0.38687323342310265 0.48784950954723139 1.3214221299567714 13.899859845347235 2.4266470334259784 1.0122565950950955 0.3941716040499158 67.943429130304139
leaf_count=466 62 38 42 25 7 97 35 18 109 112 34 42 38 28 57 30 382 16 404 40 65 86 50 22 109 326 110 465 27 1291
internal_value=-3.33782e-05 -0.0344927 0.000187694 0.0199542 -0.0365458 -0.0715267 0.0409439 0.0153107 -0.0176827 0.0430108 -0.000287533 0.00108466 0.0358736 -0.00940983 -0.0216516 -0.0376832 -0.0614545 -0.0816783 0.00955796 -0.000269773 0.000194346 0.00128367 -0.0260136 0.0078807 -0.000304582 -0.0112357 0.00191298 0.0332969 -0.0169777 -0.000165695
internal_weight=112.822 0.71919 112.103 2.6319 0.712903 0.533177 1.91899 1.18395 0.856977 0.466418 109.471 95.1571 3.56591 14.3137 8.69925 5.72302 3.55458 2.68209 5.61449 91.5912 90.8781 2.16844 1.27568 0.888806 90.2522 15.2213 75.0309 4.66086 1.40643 70.3701
internal_count=4633 504 4129 445 129 104 316 281 263 154 3684 2547 72 1137 705 648 428 398 432 2475 2433 220 158 108 2393 435 1958 557 492 1401
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=22 20 21 22 22 5 23 18 2 0 10 7 0 17 20 22 7 14 10 7 0 0 7 22 21 5 21 8 16 9
split_gain=0.0894187 0.137701 0.0933223 0.243554 0.54108 1.04909 1.04299 0.766934 0.710669 0.659007 0.593474 0.584251 0.894622 0.613023 0.498958 0.436604 0.376041 0.371255 0.367456 0.520657 0.437613 0.332525 0.314006 0.311381 0.246552 0.317321 0.302972 0.247751 0.233272 0.215283
threshold=-0.63026499999999996 40.574766824850009 3.1734339793000008 -0.101255 -0.056184999999999992 22.053438739150003 0.079745000000000024 13.829007611650001 74.766480717350007 86.264556031700025 74.757955233350017 25.070284486400002 96.870523356300012 192.44445991605002 40.94178426300001 -0.10434500000000001 25.923236208600006 162.62753922915002 67.923894665750012 22.673598830200003 96.978061681550017 86.692020874450009 26.826254787300005 -0.093604999999999994 0.63092463060000015 22.382820633700003 2.2033311313000001 8.7431769115000026 23.044946110900003 203.09362050815002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 6 8 9 -5 -7 23 13 -13 18 15 24 -14 -15 19 -6 -20 -16 -18 -8 25 -2 27 -26 -27 -4
right_child=2 -3 29 4 11 7 10 -9 -10 -11 -12 12 16 17 21 -17 22 -19 20 -21 -22 -23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-0.00080092246116352395 0.037323372470872189 -0.072337530806118641 -0.0049174223222682263 -0.12048529405576472 -0.0014807760743235344 0.0026829890261311066 -0.038164361355740764 -0.072327741403715978 0.082649911517572325 0.094990689827999783 -0.010784511590795506 -0.10456919349792955 -0.03615375448419561 -0.0030140959062359852 -0.0062780536603954263 0.095685038668911204 0.078237099710007932 0.065785593177105639 0.085527291278829951 -0.11272185625669529 -0.0024396526424733701 0.079926456206141971 -0.050424761994073322 -0.11684207343074543 -0.10458871615546478 -0.10402161766433482 -0.0031778076971833882 0.020672591301653408 0.048040177396326225 0.0062604330704603946
leaf_weight=0.71171748995038686 1.9436924420526795 0.43265469779726118 56.370811223806413 0.21902032576326902 1.6431341461429823 1.9102016110118718 0.65722370101138983 0.74888216203544278 0.80608785785807413 1.2996161356568334 1.0684089712349303 0.97067753225564901 0.89524680300746728 0.99955275619868178 0.59749048901721868 0.47673683923153642 0.88525409262729204 3.642651351299719 0.82800820193369906 0.56556893419474352 1.7839515751602446 1.7821507378321255 0.24141713630797312 2.1439645381542509 0.64257025852020921 0.31244474341292505 2.1153355933802231 0.20934143825434148 0.14899159781634808 24.81538960290527
leaf_count=49 182 23 2123 9 68 59 10 43 83 21 93 61 46 13 37 15 42 108 17 13 44 94 114 84 67 210 49 17 7 832
internal_value=-3.70902e-05 -0.0278469 0.000250335 0.00506344 -0.00057939 -0.01948 -0.0504373 0.018797 0.0392489 0.0400573 -0.0741964 0.0128552 -0.0256577 0.0250348 0.0196759 0.00396953 0.0122259 0.0509717 5.80797e-05 -0.0299656 0.0254464 0.0582819 0.0506681 -0.0983825 -0.00416917 0.0196254 -0.0234561 -0.0738081 -0.0549229 -0.0015008
internal_weight=111.868 1.14437 110.724 29.5376 21.3089 8.85341 4.89471 3.9587 1.02511 3.20982 3.8696 12.4555 2.9926 9.46287 8.22875 5.84911 2.02192 4.6422 4.82066 2.2087 2.61196 2.37964 1.12667 2.80119 5.37238 2.40513 2.96725 0.851912 0.461436 81.1862
internal_count=4633 72 4561 1606 928 402 279 123 92 80 187 526 263 263 678 547 202 121 142 81 61 131 156 94 532 399 133 84 217 2955
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=20 23 7 20 2 15 17 15 12 22 15 20 17 20 6 8 7 13 17 15 23 16 22 22 21 15 20 6 20 22
split_gain=0.0961169 0.20631 0.230661 0.154785 0.335455 0.574627 0.403989 0.393078 0.43345 0.232825 0.42355 0.221419 0.422781 0.151605 0.705098 0.469272 0.129841 0.129652 0.240922 0.192759 0.168072 0.113719 0.108349 0.729348 1.08652 0.761518 0.600211 0.464435 0.801703 0.640542
threshold=32.724174661450007 -0.49124499999999999 22.532843451200005 36.558960102350007 133.24279810655003 33.423812040500003 197.26918533450001 31.445204138150004 91.208648993800026 -0.056184999999999992 31.028113015250003 37.041406607950009 193.82504409230003 37.572218886150004 14.965349663000001 8.4434108459500017 23.736034462250004 117.97223122220002 187.63270803470002 42.968808980200009 0.087795000000000026 19.934953383400003 -0.053874999999999999 -0.064729999999999996 7.3938557349000016 41.29990759910001 40.003678352300007 16.445384243750002 41.289992964000007 -0.043559999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 8 21 10 -10 12 -5 14 15 -13 -14 22 19 20 -19 -2 23 -15 25 26 -25 -24 29 -29
right_child=3 2 -4 11 6 -7 -8 -9 9 -11 -12 13 16 17 -16 -17 -18 18 -20 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=0.084675067237601195 -0.035742929627140242 0.052140439610764755 -0.10951508207574359 -0.10628525937073585 -0.088144000865327088 0.09825818867944755 0.0080847089153815513 -0.060826538440384485 -0.085310952156827657 0.089405627186065678 0.10417876063175098 -0.098437386176205774 0.035796597813899156 -0.00099004174909274128 0.10186945785385522 0.029877318819713131 -0.031593500186823928 0.0049000353805535735 -0.10490896397271046 0.057199593897711336 -0.10348523112218513 0.017981618920453975 0.0019194244791484374 0.019150563254241582 0.093256265110718398 0.069008346094075745 -0.094697068727331538 -0.07142042689041854 -0.078523264973255971 0.0074127556557110723
leaf_weight=0.10696647509575996 0.83853102169086902 0.11762969706432969 0.35358684969162368 0.5755205791251673 0.59133683374875579 0.97192000783979882 1.6637598026768499 0.61913445434765879 0.24670550999144358 1.0828134500534354 0.22603671252727509 0.47141439538245211 0.51813621260225751 58.951081745411095 0.77076204534387205 0.72083695593755692 0.63787692946971219 0.34823167184367665 0.33769393322290853 0.3152283257804811 0.24284617352532223 0.74318986758589745 25.759980972797166 0.90226891171187806 2.1134872064722003 0.99960427870973934 0.9513489262026269 1.2753872126340864 2.1051953972819319 5.3721506884903629
leaf_count=37 39 55 149 50 85 25 79 15 84 38 2 57 9 2433 27 9 33 43 38 11 30 5 891 9 39 16 41 13 185 86
internal_value=-3.45695e-05 -0.0407007 -0.069161 0.000178497 0.0145875 0.0297235 -0.0171486 0.0119911 0.0263615 0.0638429 0.00529156 -0.00079495 -0.0362538 -0.000190861 0.0273299 -0.0208581 -0.00138861 -0.000732862 -0.0328142 -0.00595131 -0.0396304 -0.0104998 -0.000327407 0.00211055 0.0389123 -0.00134233 -0.0392805 -0.00484253 -0.0247435 -0.00771207
internal_weight=110.931 0.578183 0.471217 110.352 6.98343 4.72833 2.2551 3.75641 3.13728 1.55556 0.472742 103.369 1.73153 101.638 1.96301 1.19225 1.15601 99.6745 1.244 0.906306 0.591078 1.58172 98.4305 63.9178 4.96671 2.85322 1.85362 34.5127 8.75273 6.64754
internal_count=4633 241 204 4392 372 208 164 183 168 124 86 4020 92 3928 93 66 42 3835 122 84 73 44 3713 2538 105 66 50 1175 284 99
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=20 15 20 0 6 0 21 8 8 20 12 2 5 13 9 22 20 6 0 13 17 2 9 9 9 23 23 21 7 8
split_gain=0.0847999 0.191079 0.131457 0.294628 0.36176 0.508902 0.368777 0.295397 0.263769 0.186164 0.392867 0.188832 0.156408 0.185122 0.135808 0.190266 0.130865 0.633839 0.415436 0.112359 0.221633 0.172346 0.121105 0.105297 0.287071 0.298227 0.206518 0.201425 0.223613 0.169
threshold=32.724174661450007 36.370482311550013 36.558960102350007 89.861713010250014 15.575363915900002 93.72771580185001 1.0221947271500003 8.6432548896500023 8.1436447804000007 37.041406607950009 179.47323713510005 98.91243606750001 15.188638235750002 108.34217419895002 180.48474949425002 -0.23265499999999997 37.572218886150004 14.965349663000001 97.32487278035002 117.97223122220002 187.63270803470002 146.87900114440004 187.55294863440002 215.63980588275004 217.47560379410001 0.076835000000000028 0.079395000000000021 1.4164439961500002 25.532975585450004 8.8430989333000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 8 14 12 10 11 -4 13 -7 15 -2 17 18 -11 23 21 22 -21 29 -25 -26 -27 -28 -29 -18
right_child=2 -3 9 4 -6 6 -8 -9 -10 16 -12 -13 -14 -15 -16 -17 19 -19 -20 20 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.087109778954810965 0.10077283634421207 0.035216977759387973 -0.018042213843805843 0.073631943746808357 -0.050312747192300514 -0.10147841522312016 -0.10405768758246009 -0.011637814139844204 -0.013604974121970766 -0.11818123260993507 0.013553160419879612 -0.1184380871245721 0.076862717617224255 0.10252305274589751 0.10135172347170188 -0.10137810308713553 -0.00048614387956547143 0.10092543599451204 0.017025441484094617 0.013952479936364226 -0.10443397461424855 0.061206673779566304 -0.07579661329514481 0.062784066010623737 -0.091217703117271329 0.085955504029523622 0.060197487617671831 -0.059296764901497157 0.006422253900438964 -0.030800936329767332
leaf_weight=0.32905588015830645 0.10031257057562459 0.20867073349654675 0.28888699830167641 1.1124111186363732 1.0375638576224444 0.12034709715499126 0.33645536347739824 0.478680851869285 1.923982581378368 0.31148074586235341 0.85938977642763348 0.53300509555629105 0.65074457903392613 0.07056523859500885 0.81913172826170921 0.086888798061408035 90.551477740324117 0.70361363264964882 0.84038365290871297 0.27487524549360276 0.30687701620627195 0.26754317288578022 0.33187732365331613 0.95992233417928119 0.3149713213497306 0.32713109807082208 0.54031375221711631 0.63116756934323381 2.8811059683685016 1.877102367565384
leaf_count=237 10 4 14 21 16 92 74 19 29 17 38 40 15 1 23 72 3314 27 49 23 38 23 38 34 36 20 45 34 158 72
internal_value=-2.5089e-05 -0.0396395 0.00016938 0.0137017 0.00258179 0.0156038 -0.00520505 0.0530297 0.00682092 -0.000717463 -0.03372 -0.0831499 0.0535134 -0.0260752 0.0837899 0.00694525 -0.000168742 0.0261438 -0.0195364 -0.000660583 -0.0313188 -0.00565548 -0.0351379 -0.00029138 0.0129555 0.00276702 0.00952601 0.0033565 -0.00538768 -0.0011018
internal_weight=110.076 0.537727 109.538 6.73708 5.25207 4.21451 3.10209 1.48501 2.76564 102.801 1.68128 0.821892 0.841657 0.190912 1.00633 0.187201 101.12 1.85548 1.15186 99.2644 1.18117 0.874296 0.606753 98.0832 5.65461 4.69469 4.37972 4.05259 3.51227 92.4286
internal_count=4633 241 4392 372 248 232 211 124 137 4020 92 54 108 93 105 82 3928 93 66 3835 122 84 61 3713 327 293 257 237 192 3386
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=9 22 0 20 2 22 15 3 17 17 2 7 23 16 17 23 12 15 14 10 17 15 18 2 6 17 17 4 19 16
split_gain=0.0747339 0.405037 0.340501 0.39526 0.185617 0.261371 0.165923 0.102184 0.0915635 0.368462 0.286879 0.326466 0.186685 0.241985 0.176672 0.220134 0.163288 0.407696 0.51974 0.378934 0.223292 0.33119 0.205388 0.202428 0.193325 0.150197 0.226223 0.192298 0.411922 0.527052
threshold=223.65407503400004 -0.0098449999999999979 94.354126546200021 41.741384785950011 361.99740083035005 -0.038374999999999999 24.796623416850004 83.866451379300017 208.35751021765003 209.54662559615002 309.04644204820005 25.198021589200003 0.090850000000000028 18.764956119400004 222.25139668490002 -0.11595499999999999 328.37985594320008 49.977661466200011 436.29053260000006 80.13218303615001 205.28496454895003 32.99104187950001 15.329371696850002 298.00670864630007 13.005303866850001 204.55825889135002 204.37664599445003 371.16724128940001 14.451165964200003 15.484963789400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 8 -6 -4 -7 16 -10 11 -11 -13 -14 -12 -16 20 18 19 -18 23 22 -22 25 -24 26 27 -1 29 -29
right_child=1 -3 3 -5 5 7 -8 -9 9 10 14 12 13 -15 15 -17 17 -19 -20 -21 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00096743296594767629 0.092805741933298824 -0.089076491012223452 -0.02735018749771654 -0.10298208948221005 -0.097697564996887684 -0.041412777506126673 0.082557198185531255 0.079283473236351529 -0.087209918962273175 -0.071432174509624344 0.094391435607263888 0.0098467848960192353 -0.080495020258012251 0.045631971872673489 0.10178309485081326 -0.10207190795134713 -0.10277650688741483 0.06937559022043642 0.047893022304757241 0.05420187135060503 -0.051493510798968523 0.083682682539164666 -0.039638582637224543 0.052396961660429398 0.082425510613527847 -0.02691184844302524 0.063330095363006766 0.013210746315053291 0.084234610726138776 -0.12127383707130468
leaf_weight=92.390170212434214 0.68576781568117418 0.28737727150291803 0.21312484186046277 0.26600384325865889 0.45145917705531247 0.12778544749380571 0.38636978284921497 0.15550776608142769 0.5879935070843193 0.78300126340764098 0.44084800397104107 3.1905875905504222 0.54643857785197258 0.2107959808781743 0.091816522181034088 0.12520873421453871 1.075534522038651 0.3590552124660461 0.42254178444522938 0.17942790280358156 0.46025180449942016 0.8087847462738863 0.20256945990604436 0.74922899571720236 0.36094878177391365 1.9985656384633319 0.57488070172257622 0.53227292732662934 0.23643307946622361 0.64398657780111535
leaf_count=3162 26 35 48 62 93 21 24 19 58 41 33 151 103 9 2 41 126 21 93 26 23 30 47 94 11 40 17 143 3 31
internal_value=-1.9967e-05 0.019971 0.0401724 -0.00153094 -0.000361232 -0.0504513 0.0434843 0.0248409 -1.7179e-05 -0.0120439 -0.00384205 -0.0124462 -0.000747125 -0.0453843 0.0580315 -0.0158273 0.00069454 -0.0273343 -0.0480342 -0.0803326 0.00127137 0.0358533 -0.00193223 0.000618886 0.0385468 0.000216363 0.000790837 0.000407558 -0.0362083 -0.0604178
internal_weight=109.545 1.83864 1.55127 0.865498 107.706 0.734752 0.599495 0.283293 106.971 5.97669 5.3887 4.73082 3.94782 0.757235 0.657873 0.217025 100.995 2.03656 1.6775 1.25496 98.9581 1.83255 1.02377 97.1255 0.563518 96.3763 94.3777 93.8029 1.41269 1.17626
internal_count=4633 195 160 134 4438 133 72 40 4305 438 380 304 263 112 76 43 3867 266 245 152 3601 111 81 3490 58 3396 3356 3339 177 174
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=13 0 7 18 20 13 13 23 19 16 5 22 5 19 3 6 5 23 9 6 23 10 10 10 21 22 22 10 4 13
split_gain=0.0783223 0.222459 0.220759 0.207883 0.264315 0.187297 0.179779 0.216613 0.149692 0.173377 0.144269 0.307906 0.191032 0.348274 0.225537 0.391956 0.341635 0.407838 0.402482 0.382056 0.281524 0.201893 0.394841 0.145402 0.572374 0.43842 0.494815 0.714451 0.528984 0.516231
threshold=95.811270852950017 104.03526427400001 21.034091097450002 17.327266398450003 42.320906304050006 92.792132372400019 92.146902421150017 0.079605000000000023 9.4507625164000029 12.919969787500003 12.306951632950001 -0.16533 13.153721664750002 12.050972309250001 80.785478361850011 12.255286342800002 16.316541761950003 0.089045000000000027 208.34925031750001 13.665319288000001 0.11458500000000002 75.629015667650023 75.424692849750016 69.999384342500022 11.772995266200001 0.075080000000000022 -0.060989999999999996 70.816675614150014 169.78554988275002 108.49810477050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 6 7 8 -3 -10 11 -2 13 -12 15 -14 17 -16 19 -19 -17 22 23 -18 25 26 27 -25 -29 -28
right_child=3 5 -4 4 -6 -7 -8 -9 9 -11 12 -13 14 -15 16 20 21 18 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.020638020335168789 0.031571459940254953 -0.1024282393147066 -0.10227740338496012 0.068266967729503109 -0.037157399378181778 -0.10116594903149496 0.082392184044917952 -0.10106963901243991 0.035421141224151846 -0.080023876224209478 0.09166483159031695 -0.1026113415629903 -0.0063244998706694965 -0.02090453099948671 0.080374368771952615 -0.10374126840830696 0.0018454672101668576 -0.04330299444330854 -0.074628700579692439 0.087226187629150853 -0.0090969872309375737 -0.039736036544609693 0.052845518221146429 -0.079412177115003604 -0.09220876178968046 -0.080718210085222397 0.0016571587109285126 -0.08626261474458026 0.0067911260298550869 0.057887608375563761
leaf_weight=0.20849016713327673 0.29828870798519347 0.10708460845171419 0.48843397153086698 0.9217954376945261 0.32050286640878767 0.16634386400437495 0.2862716252420795 0.19964269485262764 1.0418802924168629 0.14865002473561606 0.61605989933013805 0.40078309927412092 6.0631272210739544 0.49621423063217662 1.1771063304622651 0.79896797769470118 71.824410039993381 0.35916261887177803 0.47246885672211647 0.59691937919706106 0.51808291126508266 1.2564491316297779 1.4253212418407191 1.618687506619614 0.77471220357983739 0.72270159411709656 7.6989305145107227 0.6935846808610221 5.1249267643579515 2.0721015459857881
leaf_count=29 27 115 149 54 28 97 33 443 250 80 14 188 206 33 36 113 2021 26 17 27 32 29 16 88 89 31 56 68 185 53
internal_value=-2.19643e-05 -0.0170138 -0.0655063 0.000401314 0.0410683 0.000318454 0.00978357 -0.004099 0.0108203 0.0210066 -7.97932e-05 -0.0453565 0.000223646 0.0414447 -0.000220639 -0.0170653 0.00107679 0.0367906 0.000878126 0.0381915 -0.0665114 7.84465e-05 0.000622459 -0.00019975 -0.00805281 -0.00441682 -0.00121236 -0.0206489 -0.00430117 0.0135817
internal_weight=108.898 2.6468 0.696924 106.251 1.2423 1.94987 1.78353 1.49726 1.29761 1.19053 105.009 0.699072 104.31 1.11227 103.198 7.38018 95.8175 2.60566 1.42855 0.956082 1.31705 93.2118 91.9554 90.5301 18.7056 17.9309 17.2082 7.4372 5.81851 9.77103
internal_count=4633 1196 178 3437 82 1018 921 888 445 330 3355 215 3140 47 3093 351 2742 106 70 53 145 2636 2607 2591 570 481 450 341 253 109
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=9 9 20 3 13 20 0 3 5 16 21 8 16 4 12 23 9 3 22 23 4 15 13 3 17 9 12 2 12 3
split_gain=0.0726844 0.379354 0.269729 0.233482 0.661657 0.319572 0.468243 0.398728 0.307621 0.280122 0.251404 0.663805 0.208253 0.276484 0.421186 0.587208 0.260226 0.43381 0.20862 0.261064 0.19777 0.352601 0.236808 0.191889 0.195325 0.175324 0.174822 0.701272 0.524069 0.510082
threshold=186.70853236170004 185.98753508445003 41.444941515100005 93.883646373400012 117.60122400020002 42.686561923500008 85.495657006400009 94.383699585650007 28.006145904900002 22.714946882600003 16.027392061700002 8.543332867800002 22.764946765650006 208.25848595475003 125.34039073870001 0.25799500000000009 182.80199813410005 93.905154038450021 -0.24150999999999997 0.091705000000000023 233.57190478505004 22.354383166800002 117.56358558635002 76.190903416900014 240.41195881570002 220.34006501145004 148.96091148645004 129.01927736685002 145.32166322050003 93.776108048150022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 9 -5 6 7 -6 -9 10 23 -12 13 14 16 -16 17 -1 19 -15 21 -20 -22 24 -2 -26 28 -28 29 -25
right_child=3 2 -4 4 5 -7 -8 8 -10 -11 11 -13 -14 18 15 -17 -18 -19 20 -21 22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.094082685360314111 -0.10140216077534521 0.012124565895564548 0.093871342040885486 -0.1053442086655056 0.080568219863291227 0.050745099839983598 -0.10753856899725474 -0.060482085238482336 0.042298473850857055 0.056483158092287648 -0.090113646207043568 0.049243599106280747 0.068889870633937658 -0.10154758967075789 -0.10933468650291832 0.1056925901264677 0.0082968648412710261 0.010406775330428965 -0.073097793163143007 0.023357724390888918 0.012760122497281541 0.085861156290316237 -0.1122825164869197 0.00094667718658579579 0.070254151979589147 -0.10277704017507394 -0.090359401209940904 -0.0017118913903717949 0.060324267532275926 0.072669206538589048
leaf_weight=0.76281583861782454 0.37130276235075044 0.82553705019381662 0.78978789084067103 0.81286739976348998 0.46766941354144442 0.79382558850920748 0.50843886454822484 0.89007802600099217 0.43279862313647754 0.86720371851697464 0.97402044299815205 0.52660624077543616 0.44015628844499666 0.35192726285231302 0.83426730813152961 0.14980527758598328 3.912819888908416 0.82928993899622583 0.16897440242791972 0.31902294648534735 6.4131703854665147 0.8012220828604768 0.15511691936990235 32.361192824246245 0.17239324274123646 0.088682698859429365 0.90914447465911408 48.417769867170136 1.6837231288664032 1.022926341742276
leaf_count=81 323 12 34 117 13 37 25 58 26 22 52 7 15 206 165 1 41 213 76 36 1064 62 16 760 22 45 21 1035 33 15
internal_value=-2.6768e-05 0.00602773 0.0520934 -0.00113778 -0.0250591 -0.00395814 -0.0228468 0.001202 -0.0268559 -6.87425e-05 -0.00063552 -0.0412098 0.00111241 -0.000917243 -0.0163437 -0.0766011 -0.00557199 -0.0396566 0.0112763 -0.0421577 0.0160322 0.058176 0.00980711 8.05671e-05 -0.0547996 0.0114786 0.00049179 -0.00334575 0.00588973 0.00314433
internal_weight=108.055 16.7539 1.61532 91.3006 3.90568 3.09281 2.29898 1.79055 1.32288 87.395 86.5278 1.50063 15.1386 14.6984 6.489 0.984073 5.50493 1.59211 8.20943 0.67095 7.53848 0.970196 6.56829 85.0271 0.632379 0.261076 84.3948 49.3269 35.0678 33.3841
internal_count=4633 2022 46 2611 276 159 122 97 84 2335 2313 59 1976 1961 501 166 335 294 1460 242 1218 138 1080 2254 390 67 1864 1056 808 775
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=21 21 20 9 22 8 2 21 20 17 16 18 8 22 17 9 9 21 0 9 17 16 16 23 21 22 22 22 13 23
split_gain=0.0726462 0.234051 0.424724 0.559216 0.51904 0.805364 0.340003 0.292371 0.452932 0.335583 0.243732 0.350957 0.213858 0.208766 0.253285 0.203158 0.59642 0.51897 0.441625 0.286675 0.357425 0.613015 0.456558 0.349741 0.264933 0.379208 0.236508 0.641387 0.412474 0.341953
threshold=3.1734339793000008 4.5589219677500008 42.546237522150008 203.09362050815002 -0.051199999999999996 8.1436447804000007 52.497771754550008 4.8542393434000006 40.806664626150003 195.44378352670003 22.654947022900004 12.899561312100003 8.8430989333000021 -0.038374999999999999 199.73283952805005 214.18224820805003 207.09414646890002 8.7680435256500022 94.426714915750011 203.09362050815002 201.39543491635001 22.554947256700004 22.454947490600002 0.088755000000000014 7.6045750414500004 -0.095074999999999993 0.20852500000000004 0.11873000000000002 117.76521994615001 0.10131500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3 8 -8 -10 11 -4 15 -5 -15 16 19 24 -17 20 26 22 23 -22 25 -18 27 28 -9 -28
right_child=1 6 10 13 5 -7 7 12 9 -11 -12 -13 -14 14 -16 18 17 -19 -20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0044047943734716972 -0.0075588454633283356 0.088064374633016002 -0.0046031310618068217 0.0062703063017309386 -0.010738770323987174 -0.141521343156047 -0.030827129054840613 0.0023639896017636111 0.096097056505147632 0.020171982850901451 0.010197789410536333 -0.1010738702545889 -0.05522771777925764 0.01190883299918271 0.092814996258282226 0.084241702684113323 0.018880321224840086 -0.079834490106160283 0.0039958921564566463 0.019687920675879628 -0.0018922684378557216 -0.12265326287870844 0.095474780037304766 -0.078360447328525928 0.038397551385496956 -0.065684992295962905 -0.004182342235288068 -0.098944919069680948 -0.071150348795599547 0.092618284396882244
leaf_weight=27.462068746350042 5.3800294602096983 0.44545076321810384 0.55132014476112035 3.4697878892475273 1.0712362241902136 0.84014567150734354 0.90403140152920913 38.354802731417294 1.0090559425079848 1.3759561204497002 0.47514818306080986 1.1933859495029535 0.72279727662680571 0.81335988466162212 0.73806606436846778 0.86930809170007606 0.93609795870725121 1.7254329952556871 3.2491480441640306 7.0954687609337261 1.8058548295575749 0.61841688340064127 0.34165919688530255 0.89432447736271559 0.79834829014725972 1.223110429767984 0.79773265962285111 0.65412072849721781 0.77871971573040255 0.67263324931263924
leaf_count=1637 115 13 25 72 35 23 19 1249 34 27 12 278 83 19 27 26 25 102 150 125 167 19 7 79 20 33 76 72 49 15
internal_value=-3.15133e-05 -0.00155811 -0.0130353 -0.00577641 -0.0234617 -0.0682241 0.000997206 0.000398935 0.0294476 0.0522945 -0.0532974 -0.0705895 -0.00115364 0.0199048 0.0503986 -0.000510961 -0.00206872 -0.0362505 0.0209339 0.00100879 -0.00194183 -0.0318906 -0.0134383 -0.0272192 -0.0108236 -0.0290228 0.00071511 -0.000740374 0.000901124 0.0401001
internal_weight=107.267 79.805 14.5325 12.3126 7.29141 1.91138 65.2725 64.827 3.28904 2.38501 2.21985 1.74471 61.538 5.02121 1.55143 60.8152 56.6967 4.68299 4.11846 52.0137 44.9183 3.66026 3.04184 2.70018 2.95756 2.15921 41.258 39.7876 39.1335 1.47037
internal_count=4633 2996 606 291 173 58 2390 2377 80 61 315 303 2297 118 46 2214 2038 180 176 1858 1733 272 253 246 78 58 1461 1370 1298 91
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=15 2 10 20 7 19 9 22 8 9 17 20 3 22 16 22 15 15 15 12 23 7 22 16 23 23 22 17 5 23
split_gain=0.0724186 0.275084 0.139021 0.12922 0.187479 0.100798 0.225707 0.0929464 0.46334 0.313425 0.264465 0.249872 0.226477 0.158016 0.380492 0.417649 0.271437 0.214558 0.217099 0.231935 0.238148 0.157871 0.423681 0.149326 0.235386 0.181358 0.172598 0.44314 0.169455 0.145732
threshold=46.723315192750007 247.02271001585004 61.740440965750004 42.206017975500011 24.227986230350002 14.651182102100002 201.16241229375001 -0.27494999999999997 8.3434888241000014 212.20546459280004 173.77968723070003 39.571921479100006 77.392644201200014 -0.16164499999999998 22.399947619200002 -0.24150999999999997 39.558912554250007 26.564181852100003 21.881081380950004 161.47699165635004 -0.25420999999999999 23.322419822750003 -0.58319500000000002 12.604970524100002 0.078655000000000017 -0.222165 -0.15022499999999997 191.20566072810004 14.608687763150002 0.08729000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 7 -7 8 10 -10 -1 -11 -12 14 15 -9 -16 18 19 -17 -21 -14 -23 24 25 -15 27 -25 -27 -19
right_child=1 3 -4 4 -6 6 -8 13 9 11 12 -13 21 23 16 17 -18 29 -20 20 -22 22 -24 26 -26 28 -28 -29 -30 -31
leaf_value=-0.10871749709846748 0.016029308658240784 -0.021102856376679961 -0.1040652869249139 0.073142406069411248 -0.012009029575737348 -0.0048905323122824815 0.056923280748397469 -0.087467966639085931 -0.1010077380161844 -0.07881177892694885 -0.10105143453451951 0.054334525342687026 0.064051840747918892 -0.10246734382114533 0.10278229573922736 -0.1026374535803844 0.012199663322934914 -0.066153652976520719 0.065715335360743421 -0.035193732860796481 0.050474527347068233 0.03861488004522956 -0.087793851357512151 0.048678650499808622 -0.10142415573906652 0.037513587487998927 0.00046507421178811905 -0.10991154112207052 -0.10175271780649978 0.059244131630691914
leaf_weight=0.17351819183386386 0.12306765686662346 1.3465152779826897 0.44466179470327916 0.46433213143609442 0.58347029768629 1.4386979122646146 1.0021984869963487 0.46515455698590802 0.82187984662596114 0.25279809045605361 0.14675624319079394 0.31856312887975946 0.76184067460417315 0.15789845930612501 0.759479174390435 0.17930136174254618 0.58610252127982676 0.45839990468084568 0.91472548037563672 0.52018972406222064 0.86255427419928243 1.0854562188033015 0.35084801563425538 0.28898217393361747 0.37248160700971766 0.57839008202245057 90.341894964743688 0.45143008157174336 0.10291607573526562 0.11616359310573898
leaf_count=106 8 38 81 30 21 33 37 138 42 20 167 27 36 83 19 47 37 86 163 42 108 45 38 62 515 167 2283 118 25 11
internal_value=-3.20329e-05 -0.0154491 -0.0780322 -0.000609719 0.0257257 0.000409149 0.0204894 -7.58102e-05 -0.0151893 -0.0614615 0.0104095 -0.0045759 0.0192246 0.000532683 0.0181035 0.000798842 0.0633267 0.0142545 0.0270263 0.00437027 0.018246 0.0272547 0.00773684 -0.000392951 -0.035267 -0.00590314 7.0986e-05 -0.0480139 0.0164764 -0.0408011
internal_weight=106.471 2.96205 0.567729 2.39432 1.0478 103.509 2.4409 101.068 3.91166 1.39324 2.51842 0.571361 2.3449 97.1561 4.86207 3.51649 1.34558 3.05133 2.47677 1.56205 1.38274 2.19814 1.4363 92.294 1.21169 0.839205 91.0823 0.740412 0.681306 0.574563
internal_count=4633 178 89 89 51 4455 70 4385 481 89 392 47 286 3904 651 595 56 457 360 197 150 119 83 3253 790 275 2463 180 192 97
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=15 21 15 6 6 18 5 13 22 13 5 3 6 5 6 20 7 7 9 10 10 17 19 3 21 7 0 3 6 12
split_gain=0.0660977 0.259597 0.0981044 0.157459 0.240939 0.216842 0.157464 0.266693 0.403425 0.223026 0.252255 0.18421 0.277359 0.256651 0.370895 0.313078 0.242222 0.455565 0.164083 0.158313 0.341928 0.147774 0.26263 0.143458 0.615419 1.06612 0.446218 0.374252 0.368847 0.467003
threshold=11.870705757150002 17.123843457500005 12.537637863700001 4.9151148409000003 2.7350639043000005 16.115468395400004 13.252098438300001 101.03763345850001 -0.15397999999999998 98.255079293500017 12.306951632950001 80.785478361850011 12.325287978400002 16.316541761950003 13.665319288000001 41.037275035300006 25.959674155500004 26.168093931450006 210.61272793875003 75.629015667650023 75.424692849750016 201.23649604560003 13.351077205700003 85.589753040950015 6.9984086918000008 24.040556609400003 93.843319501450011 84.812788641250009 14.845346859150002 256.19386559905007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 9 -9 18 -11 12 21 14 -13 -16 -14 -18 -5 20 23 -8 -23 24 27 28 -25 -15 29 -26
right_child=2 -3 3 6 -6 -7 11 8 -10 10 -12 13 16 19 15 -17 17 -19 -20 -21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.10217249321351701 0.047574997860197206 0.026686691603819559 0.093088795238262842 0.017763397253032793 -0.10124344794264931 -0.10058090050004509 0.00070980671701459982 0.072667826063907218 -0.097540214259035141 -0.0089649729386767785 0.089925443137020056 -0.032121738384960276 -0.10407581506275786 0.0044821261931165136 0.012240927642938298 0.097787312492928782 0.06283939816499988 -0.10251032648396535 -0.10204474861843156 -0.035568382645173001 0.050186248838432181 -0.10399147961679384 -0.0037320676020307243 0.00050315826822949024 -0.10364454605556128 -0.10626998659387624 0.057904956114389353 -0.046620875709226316 0.11024000209301654 0.091797469473108836
leaf_weight=0.28846929185647141 0.43452209792030672 0.34132523808511905 0.16469610470085072 1.3112361726571178 0.37238883993541094 0.089082524611512781 4.9244165589770992 0.21377769703758531 0.3994481169793288 0.34921969058632363 0.98693561460822821 0.63183843268779982 0.6037564480648141 13.336819625008504 0.80880284839076899 0.90818488132208586 0.34654520780895837 0.32094138575484976 0.12522907304492026 1.2409366901702004 1.3583611981011916 0.40432901339227079 0.7384539227350615 69.828657685990038 0.29387729699737919 1.5162583228666333 1.3810234946358821 1.6056125717295788 0.35996017605066299 0.20935770985670388
leaf_count=466 100 38 15 220 307 101 190 12 41 33 49 47 79 168 26 31 15 67 57 30 16 52 25 2055 51 137 31 162 3 9
internal_value=-3.59188e-05 -0.0323356 0.000157329 -3.92177e-05 -0.0500354 0.025106 0.000261212 0.0214733 -0.0382037 0.0346722 0.0640793 -0.000451169 -0.0157073 0.000746481 0.0333842 0.0574899 -0.0581789 -0.0166642 0.00731869 -9.47303e-05 0.000394986 -0.00680831 -0.0392049 -0.000368973 -0.00853076 -0.0557653 0.00161639 -0.00100906 0.0329494 -0.022336
internal_weight=105.894 0.629795 105.265 104.83 0.626167 0.253779 104.204 3.38585 0.613226 2.77262 1.33616 100.818 7.33844 93.4797 2.34883 1.71699 1.27124 0.667487 1.43647 91.1309 89.8899 6.0672 1.14278 88.5316 17.3219 2.37945 71.2097 14.9424 0.863195 0.503235
internal_count=4633 504 4129 4029 423 116 3606 412 53 359 82 3194 428 2766 104 57 161 82 277 2662 2632 267 77 2616 530 200 2086 330 63 60
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=20 2 15 6 15 12 8 16 18 20 17 20 6 8 8 9 2 18 17 22 19 22 22 13 17 10 23 6 18 6
split_gain=0.0735973 0.262191 0.463219 0.352775 0.278238 0.281059 0.252193 0.194742 0.172305 0.148538 0.346487 0.1411 0.517016 0.384225 0.100679 0.100218 0.136069 0.100075 0.0948155 0.0932347 0.509765 0.332551 0.347798 0.267286 0.175847 0.151895 0.136231 0.117279 0.198394 0.209069
threshold=36.558960102350007 133.03767462420004 33.423812040500003 14.055328400500002 31.445204138150004 91.208648993800026 7.8438787148500007 20.864951208700003 14.057318556550003 37.041406607950009 193.82504409230003 37.572218886150004 14.965349663000001 8.4434108459500017 8.2435668022500028 195.13041324455003 72.043920985000014 15.589604336850003 230.32451555280002 0.24901000000000004 13.351077205700003 0.20852500000000004 0.18839000000000003 109.64607639220002 186.51219468755002 80.677940036650014 0.4369650000000001 16.665389384150004 13.24088655595 18.055421862050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 17 5 8 -7 -5 -1 10 -2 12 13 -11 -12 -8 -17 -3 -19 21 24 22 26 -23 -21 -26 27 -13 -29 -30
right_child=9 3 -4 7 -6 6 15 -9 -10 11 14 19 -14 -15 -16 16 -18 18 -20 20 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.026790958757898505 -0.099819469744582182 0.019616435909947799 0.083493540905947752 -0.10815473016397832 -0.055762196215901831 -0.069610304227311182 0.10276607772692906 0.0032294297459060104 -0.038380171164560439 -0.093763465950000555 -0.028031662325739677 0.00076732970692340759 0.10012885160082635 0.030339082969060956 0.033768231230702064 0.089279259342431222 0.0058484121349774024 -0.10167723387316577 0.1004869018333803 -0.008603286210786475 -0.084818482243501428 -0.005692922845254517 -0.063497109100694366 0.10166620850043709 0.098310933088972097 -0.013424719243301195 -0.05119150263392911 -0.0051216175887522112 -0.10659223068984217 0.0088526023849819103
leaf_weight=0.73584329849109031 0.50147692552218259 1.276791234064149 1.0055468068458138 0.51938828743004695 0.59438301844056685 0.15279142704230242 0.47369453916326143 0.22495426144450903 0.90417224468910717 0.38599489900752704 0.55924251333635744 86.614577588238262 0.63154956616926927 0.70535188633948565 0.49866736278636381 0.36451743970974348 0.42154919366112154 0.12821801319870463 0.028323876415242921 1.7093089198306186 0.83034424192737777 0.38922281389341051 0.87639280606526782 0.57371930731460452 0.33359174150973547 0.19150679925951408 0.52080851627397251 2.2412383405917349 0.45060205385379948 0.24064877058845013
leaf_count=16 50 32 29 75 16 155 6 9 40 57 22 3199 27 9 20 6 36 184 9 70 53 37 27 11 26 38 25 293 38 18
internal_value=-3.98695e-05 0.00999754 0.0234019 -0.0186402 0.00683329 0.0190216 0.0517171 -0.0744924 -0.00913914 -0.000737623 -0.031355 -0.00024386 0.0281177 -0.0135543 0.00109898 0.0664324 0.0445372 0.0103642 -0.0650987 -0.00075837 -0.0179164 -0.000186215 -0.00080518 0.0582715 0.00694552 0.0575602 -0.000195165 0.000101431 -0.0195667 -0.0664018
internal_weight=105.084 6.83017 4.6525 2.17768 3.64695 3.05257 1.41255 0.744343 1.64002 98.2542 1.55939 96.6949 1.7229 1.09135 1.05791 1.25976 0.786067 1.43333 0.156542 94.972 3.06475 91.9072 90.9443 0.962942 2.23441 0.525099 90.0679 89.5471 2.93249 0.691251
internal_count=4633 613 304 309 275 259 203 84 56 4020 92 3928 93 66 42 48 42 225 193 3835 187 3648 3600 48 134 64 3573 3548 349 56
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=9 22 0 20 2 22 15 20 23 8 18 7 13 6 9 17 23 22 6 20 18 20 9 17 19 22 6 7 9 20
split_gain=0.0720078 0.343119 0.276506 0.321437 0.152197 0.229535 0.116444 0.077925 0.293276 0.625181 0.411476 0.734135 0.371756 0.304361 0.303254 0.227815 0.214291 0.184716 0.209161 0.183396 0.444121 0.392508 0.384493 0.398166 0.333756 0.314915 0.27589 0.443229 0.368531 0.187735
threshold=223.65407503400004 -0.0098449999999999979 94.354126546200021 41.741384785950011 361.99740083035005 -0.038374999999999999 24.796623416850004 43.477771593600004 0.085715000000000027 8.4434108459500017 14.741741751300003 22.580797808900005 107.92277473060001 16.265380038000004 190.64005357525002 195.59800312745003 0.080110000000000028 -0.24150999999999997 16.575387281250006 42.720329370750001 13.193283301750002 42.684965421050009 207.40106631805003 191.32023496460002 12.751028791950002 -0.14314999999999997 15.695366719750002 23.666491602800004 199.17419511990002 42.620627117000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 7 -6 -4 19 10 13 11 14 16 -10 17 -13 -12 -9 -19 21 25 29 23 -22 -24 -21 28 -28 -25 -1
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 12 15 -14 -15 -16 -17 -18 18 -20 20 22 -23 24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00043378086077537734 0.091642134891855853 -0.085856097121454727 -0.019432768981195895 -0.10258593241435694 -0.095492738208332373 0.026983920982087541 0.078280066443200472 -0.10130876762387837 0.023187581307901366 0.093010837350985351 0.018962770378375508 -0.10844836847612618 0.11309921182323356 -0.061024309505177593 0.099524705841900332 -0.0080165507628734683 -0.10170146452771166 -0.010096690400406897 0.0739634236932184 -0.011372361950429509 0.0624642225444784 0.072342038628110381 -0.00012125832583267404 0.0021972759981901328 -0.091780074894791452 -0.10617518495888395 -0.022738822203094811 0.037815811189547605 -0.11161136251212254 -0.043518993885422054
leaf_weight=79.615971709655355 0.60026912647299446 0.25258029893666289 0.19244588769424809 0.21530135286593577 0.40026397366727906 0.24771920819512061 0.33297831751406193 0.19157739476577296 1.7172735859148822 1.1312245805020209 2.3624092942191064 1.0009745312745506 0.41968744993209828 0.57218446768820275 0.29785994044505049 0.29167343740118656 0.15695820951896156 2.4029172832742907 0.33759272262614093 0.61512168552144431 1.0253309950976452 0.75489028354058874 0.73796096797286714 0.63233166336067348 0.86049216450192034 0.81415343125627149 2.5952318817435298 2.2625181521289051 0.51728787797037512 0.98379837470929388
leaf_count=2666 26 35 48 62 93 40 24 138 188 39 342 140 5 20 9 15 62 182 53 15 42 67 13 25 45 100 35 32 23 49
internal_value=-3.27876e-05 0.0210616 0.0411999 0.000322546 -0.000359325 -0.0486708 0.042491 -5.33056e-05 0.00794603 0.0321919 -0.00316914 -0.0220998 0.0259612 0.00214123 0.00338828 -0.0857869 0.0114453 -0.00637787 0.000258347 -0.00100557 -0.0137426 0.00056951 -0.00519263 0.0048697 -0.0494638 -0.0653746 -0.00496047 0.00546476 -0.0490126 -0.000102705
internal_weight=104.539 1.59357 1.34099 0.740726 102.945 0.647983 0.525424 102.297 10.8823 3.42068 7.46165 4.5226 2.93905 2.28946 3.22995 1.29265 2.51937 2.93209 2.74051 91.4151 10.0604 81.3547 8.63115 7.0327 1.59845 1.42928 6.00737 4.85775 1.14962 80.5998
internal_count=4633 195 160 134 4438 133 72 4305 1193 247 946 537 409 208 382 155 404 373 235 3112 330 2782 215 157 58 115 115 67 48 2715
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=21 23 6 20 22 23 23 22 4 22 23 8 9 21 0 5 20 16 19 15 3 14 12 22 9 17 15 22 8 21
split_gain=0.0714529 0.204505 0.688313 0.507644 0.648022 0.457286 0.430751 0.403253 0.599915 0.433551 0.583439 0.486354 0.685438 0.423989 0.423396 0.689426 0.387438 0.340391 0.332977 0.289429 0.334404 0.277201 0.260015 0.258972 0.365789 0.247899 0.222916 0.200944 0.262614 0.199304
threshold=3.1734339793000008 0.083395000000000011 14.475338213950002 42.546237522150008 -0.064729999999999996 0.083905000000000021 -0.10696499999999999 -0.101255 165.86037890555002 -0.070854999999999987 0.091885000000000022 8.543332867800002 185.00606802455005 2.0976681454000006 85.931187223550012 19.897785533950003 41.11191809080001 15.524963695900002 14.451165964200003 30.632308446700005 80.785478361850011 162.62753922915002 231.00184921595005 -0.11334499999999999 194.03220695150003 209.79142458570001 41.831907381600011 -0.10434500000000001 8.7431769115000026 4.5589219677500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 6 -3 27 16 -9 11 13 12 -10 18 -12 19 23 -1 22 20 -16 -6 -11 24 -7 -19 -14 28 -4 -2
right_child=29 5 3 -5 21 7 -8 8 9 10 14 -13 26 -15 15 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002696193673801351 -0.012341209250674598 -0.10576253611314895 -0.10183650643280429 0.094663435308752653 0.023302822424387592 0.078323147010393834 -0.065257720765421134 -0.10798780521362264 0.013179666545063508 -0.11286640563384367 -0.041203934024894341 0.025219819534737783 -0.1027428213094283 0.034755135552951004 0.00097236407120517585 0.083091439377143583 0.070343950812136721 -0.10463325463524548 0.040111729299982829 -0.047860252873718499 0.095575693201481335 0.085630797687825819 0.0055498238058706295 0.060260523430213743 -0.015161079005222417 0.0050031427239374893 -0.01345947095909251 0.1021258013281877 0.09818175382232075 0.00082384290734150941
leaf_weight=1.6525183426706482 14.064114856427748 0.4112310950181407 0.1575839796023496 1.1973969413011216 1.6812168117612607 0.48264642050571627 1.0889731237257363 0.58780317552372707 1.0552997798844264 0.91814182887173312 0.7812240401690359 1.1374446658301165 1.5910521867103851 0.58781552853179153 1.4352648074918763 1.9804437712300567 1.3166679545938675 0.68593374930060225 0.24193667533108953 0.74119160184636701 0.50515109952539194 1.2397398354223694 0.23235476585796278 0.79499720165677645 3.1520742778259319 0.29490356538735796 0.33926996972877521 0.28241163119673729 0.11250587308313698 63.055196905836056
leaf_count=259 606 19 175 79 21 89 99 39 44 72 20 41 114 37 63 47 51 60 11 10 22 49 32 24 101 30 19 5 5 2390
internal_value=-3.37268e-05 0.00442641 0.01735 0.0367133 0.0215045 -0.00150352 -0.0287694 0.000894281 -0.00944008 -0.00442331 0.0100177 -0.0304242 -0.0516231 -0.036462 0.0269269 0.0383437 0.0227169 -0.0250025 -0.0665262 0.00529613 0.0256006 0.0497566 -0.088951 0.00856047 -0.00274752 -0.0716694 -0.0870505 0.0431487 -0.0185189 -0.00157704
internal_weight=103.805 26.6852 8.39318 5.75983 4.56243 18.292 1.64147 17.8808 12.1344 11.5466 7.42352 4.12307 2.98562 1.98025 5.44328 4.66205 5.74639 2.63336 1.39243 2.68161 1.94042 2.92096 1.1505 4.42972 3.63472 0.980837 1.93032 0.552501 0.27009 77.1193
internal_count=4633 1637 782 433 354 855 284 836 571 532 314 218 177 152 162 142 265 349 115 95 85 70 104 214 190 90 133 185 180 2996
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=15 5 5 2 13 20 7 22 15 15 20 20 21 2 2 20 7 4 6 23 20 10 15 6 13 8 6 15 22 15
split_gain=0.0686578 0.276848 0.393449 0.271506 0.180348 0.0960771 0.158411 0.0836599 0.215211 0.14129 0.0865613 0.296683 0.39547 0.475457 0.338326 0.508294 0.407903 0.344653 0.771179 0.316809 0.299904 0.564621 0.48567 0.361482 0.518353 0.293615 0.28585 0.281693 0.582299 0.678613
threshold=46.055224235250002 24.367802910700004 24.458659404000002 247.02271001585004 118.52336513895001 42.206017975500011 24.227986230350002 -0.63026499999999996 27.220712026400005 24.089489904150003 42.206017975500011 41.935569238650011 10.899813468900001 185.72519583365002 189.32640726775003 41.559097512700014 23.156313609200001 274.52314445175006 13.400313096150002 0.085520000000000027 40.165165956550005 61.987779113750001 38.567335632300008 16.505385645700006 100.61016861575001 7.5441126493500006 13.665319288000001 36.548474543700003 -0.070854999999999987 43.79812286300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 -5 -7 8 9 -1 11 14 13 -13 17 20 -17 -9 25 -15 22 -22 26 24 -23 -19 -16 -12 -29 -30
right_child=1 2 3 5 -6 6 -8 10 -10 -11 27 12 -14 19 15 16 -18 18 -20 -21 21 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.056418514952532597 -0.085511330751468231 0.087856170661828659 -0.10400586227269484 -0.018305825803265521 0.03832906293299123 0.068368532145804933 -0.012327501983876136 -0.0012534939667829825 -0.089000022754377087 0.094912778943156681 0.0042385055657061079 0.032503005278588869 0.079429262122022101 -0.00091752723088101668 -0.019378963047689636 0.011630494712762347 -0.10735293561320783 -0.10344187296333202 -0.12044427033999372 -0.11415166868210838 -0.011718868089944124 -0.020235548706239406 -0.047816588855176596 0.019154167095897203 0.094390797754032127 0.073465276965062651 0.052749274694173967 -0.0037915332691330727 -0.086233742181320502 0.031344795777714117
leaf_weight=0.10490552689498045 0.46494942222488989 0.41585842426866326 0.47267024237953625 1.3411362495971846 0.10967580055876169 0.43048572549014341 0.55935611401218921 52.27061230186905 0.33988669118480175 0.14978466229513288 17.118152620265395 2.7916884221194773 1.0903527842237961 0.604413554217899 0.84363329909376616 0.58989870821824186 0.56322713681583991 0.11948979378371294 0.73868737081102154 0.41793401169707067 1.7671839303802697 0.46942451466929958 1.3198419770924372 1.795176926651038 2.4720214700791985 0.43668638746748911 1.5756523201780508 8.9732761035556887 1.988918391085462 0.65171438455581654
leaf_count=52 44 18 95 35 7 31 13 1461 14 3 1627 45 42 20 255 11 58 90 24 37 48 74 51 21 116 26 73 157 66 19
internal_value=-2.73904e-05 -0.0132293 -0.00313451 -0.0161229 -0.0771993 -0.000864184 0.0227675 0.000477586 -0.0369205 0.0325802 0.000703108 0.00260322 0.0263196 0.0111367 0.000812702 0.0164587 -0.0464852 -0.002516 -0.0534802 -0.0472075 0.0235448 0.036519 0.000977618 0.0545161 0.0760976 0.0354583 0.0275973 -0.00391727 -0.0159383 -0.0572151
internal_weight=102.987 3.79413 3.32918 2.91332 0.582346 2.33098 0.989842 99.1926 0.594577 0.25469 98.598 69.8659 4.90439 3.81404 64.9615 11.3961 1.15313 53.5655 1.29486 1.02235 10.2429 6.50381 3.73913 4.73662 2.94145 0.556176 2.41929 28.7321 11.6139 2.64063
internal_count=4633 243 199 181 102 79 44 4390 69 55 4321 2452 144 102 2308 707 69 1601 140 57 638 259 379 211 190 116 328 1869 242 85
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=20 5 8 0 5 18 19 6 20 17 7 20 6 8 5 23 23 7 20 2 15 18 13 0 2 20 22 12 23 10
split_gain=0.0689242 0.227532 0.211447 0.379156 0.26189 0.210218 0.189001 0.247561 0.118498 0.296229 0.250772 0.111581 0.450854 0.316254 0.0928193 0.0815496 0.426012 0.533436 0.443391 0.362843 0.500006 0.682791 0.246525 0.203641 0.19302 0.192337 0.558498 0.524761 0.524237 0.563245
threshold=36.558960102350007 15.023351587500002 8.1436447804000007 89.861713010250014 17.687678651600006 13.023955459300002 13.851117550450002 14.825346391850003 37.041406607950009 193.82504409230003 23.695207782600004 37.572218886150004 14.965349663000001 8.4434108459500017 19.327153142150006 0.088145000000000015 0.091385000000000022 23.109894804950002 41.444941515100005 143.79541367925003 40.42701969085001 17.831113090000006 117.59047016770002 85.866664228400012 67.992056490600007 39.683197198900011 -0.060989999999999996 124.89425631215002 0.094780000000000017 67.181880221750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -4 7 14 9 -2 -11 12 13 -10 -3 -13 17 18 -17 -19 21 -21 -22 -20 -18 26 28 -28 -26 -30
right_child=8 2 3 4 -6 -7 -8 -9 11 10 -12 15 -14 -15 -16 16 24 19 23 20 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.10095129580909844 -0.094925533649490926 0.014074100860686762 0.008886206931165784 0.0095881170825586042 -0.044720999342165883 0.096649505675138636 0.095624167090179443 -0.079111494896898296 -0.08930508516157587 0.063608979831988696 -0.038917292735644343 0.0025110268104472687 0.098785834779696366 0.027022834583262507 0.085086050801828295 -0.12825568141853796 -0.038516779142344248 0.0099080367606590673 0.017100528345976095 -0.10354636482990981 0.057551636588166283 0.072386599615300903 -0.030337094498815356 -0.059408404342589198 0.036905984461720831 -0.0012257017463286489 -0.00053714787576956827 0.075238924685631425 -0.00040001249665125158 -0.10023335436099251
leaf_weight=0.17962727546608803 0.46434353499398529 0.40179173582509953 0.52192794950678922 2.2085909570741937 1.484885432764713 0.57207055110484362 0.51063868452911265 0.19858850504533621 0.3559917938637216 0.39559462992474437 0.60100788101772196 42.591959233923262 0.55445355491247017 0.68034672806970775 0.33967871778531844 0.73846425802912419 1.2017569695017289 4.1555837677706222 0.51679184665408673 1.314761066270876 0.58943827182520159 0.26506727574269451 0.69599362881854177 1.0644307277107143 1.4519329036484125 32.068079428764577 1.5612956054610543 2.203997001863172 1.4476929199881854 0.92698990367716749
leaf_count=289 50 30 20 29 38 22 35 129 57 8 34 2468 27 9 21 15 32 131 32 79 16 53 31 32 30 727 30 68 18 73
internal_value=-2.29212e-05 0.0100098 0.0132049 0.0030703 -0.0122457 0.0547791 0.0466503 0.0200478 -0.000694707 -0.0289568 0.00177982 -0.000257251 0.0260029 -0.0129369 0.0466057 -0.000707434 -0.003438 -0.0227053 -0.0642806 -0.00896887 -0.0363467 -0.0740279 0.00996452 -0.0344029 0.000966298 0.00216269 0.0164752 0.043818 -0.0104294 -0.0393713
internal_weight=102.264 6.4178 6.23817 4.78747 3.69348 1.094 1.4507 0.940059 95.846 1.46095 0.996603 94.385 1.59079 1.03634 0.74147 92.7942 50.2023 9.34053 2.31969 7.02084 2.86526 1.57983 1.28543 1.58122 40.8617 39.66 7.59191 3.76529 3.82662 2.37468
internal_count=4633 613 324 109 67 42 215 180 4020 92 42 3928 93 66 51 3835 1367 389 79 310 179 132 47 64 978 946 219 98 121 91
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=23 23 9 23 17 7 5 19 15 4 13 15 19 22 19 16 3 5 23 16 13 18 4 10 15 19 19 20 20 15
split_gain=0.0712315 0.55577 0.377909 0.321649 0.300022 0.385297 0.6382 0.393699 0.30274 0.256335 0.273611 0.373622 0.250544 0.333278 0.233735 0.222953 0.20414 0.197286 0.268015 0.181732 0.180035 0.221848 0.163861 0.203918 0.214952 0.159971 0.404206 0.155212 0.154204 0.34178
threshold=1.0000000180025095e-35 -0.029845 210.25104900155003 0.079605000000000023 193.58688265170002 23.666491602800004 20.389142059250002 12.651020723000002 43.79812286300001 161.08698257945002 107.58940592240002 39.324897478350003 14.351157895250003 -0.21563499999999999 14.451165964200003 19.154955207400004 83.17551763980002 21.363989181350004 -0.10978499999999999 22.624947093000003 95.937628385050019 17.370891598500005 227.16561897400001 61.93938686740001 22.853312863800003 11.850956171350001 13.451085274650001 40.00488309970001 43.477771593600004 38.992510055900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 15 27 14 -2 16 -12 13 -6 17 -1 -11 -8 22 -13 -5 28 -19 24 -24 -23 -27 -7 -22 -30
right_child=3 -3 -4 20 12 7 8 -9 -10 10 11 19 -14 -15 -16 -17 -18 18 -20 -21 21 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.028889346978231964 0.097765009508000184 -0.13906142046540901 -0.079624222342052298 -0.056696958308377524 -0.10478836080819175 -0.0058088274964536828 0.072268926613936732 -0.13060698215551741 -0.10942456727653985 0.0050515537256595067 0.094055030187319408 -0.020818609151045386 0.079766723833465669 0.022668841314440281 -0.056302623747102071 0.10187553727986304 -0.10438517620399373 -0.071635930584280333 -0.10615219421127375 0.065328439568125396 -0.0019099304243529421 0.10170957700657196 -0.048639983169028678 -0.0076164178619152721 0.066566723500976491 -0.092894888757638391 0.086530396906966123 -0.077066776383775404 0.0010031001056331494 0.054274338448669052
leaf_weight=1.564655808131642 0.44601845857687195 0.30890766490483557 0.62622608164383642 0.56496389284097759 0.22375878997991172 1.1805618315834174 0.33674586655979499 0.44543646357487876 0.3178538601277977 2.5172686063259566 0.90435124383657273 0.74565471330424749 0.68609940703026939 2.4672172077562218 0.91970531689003099 0.57137299329042424 0.18283214455732366 0.31376491390255523 0.25764317922585611 0.36462355707772076 73.061995702451895 0.35531877726316352 0.2032890570553717 3.8004301104956539 0.79645777775658644 0.2092573371483013 0.31389165192376822 0.41247230607405061 4.8582123580781618 1.6013539705018045
leaf_count=103 17 13 73 597 56 72 22 32 48 405 87 23 17 156 20 13 82 242 119 35 1745 12 56 71 53 24 29 45 317 49
internal_value=-2.19302e-05 -0.00627834 -0.00356619 0.00109914 -0.000280823 -0.00820841 0.000610218 -0.0474977 -0.0140902 0.0253048 0.01845 0.0463388 0.025824 0.0120706 -0.00951833 0.0484127 -0.00235874 -0.00198062 -0.00663534 0.00747272 -0.000443745 -4.84586e-05 -0.00162163 0.00295488 0.0431405 0.0499296 0.0147611 -0.0242591 -0.000600562 0.0142093
internal_weight=101.558 15.4326 15.1237 86.1257 14.4975 11.1204 9.08192 2.03847 6.94589 5.16075 4.71473 2.01463 3.37708 2.69098 6.62804 2.13603 2.7001 5.70833 5.37159 1.11028 80.965 80.4 5.11394 4.80018 0.999747 0.878468 0.523149 1.59303 79.5216 6.45957
internal_count=4633 1211 1198 3422 1125 896 747 149 631 649 632 145 229 212 583 116 487 563 541 58 2773 2176 422 180 109 65 53 117 2111 366
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=0 7 23 5 21 7 7 12 2 21 21 19 5 18 18 16 22 3 6 18 10 18 7 18 7 16 21 20 21 6
split_gain=0.0729637 0.149225 0.140386 0.133839 0.107779 0.0988007 0.195227 0.179471 0.361159 0.140962 0.260531 0.17116 0.158613 0.136657 0.184408 0.151551 0.647232 0.336761 0.500053 0.344283 0.351235 0.238531 0.364293 0.35427 0.407708 0.334496 0.208857 0.208266 0.207072 0.256507
threshold=71.249517373150013 19.250086031950001 0.070640000000000022 38.836801683000012 2.2933574171000006 22.093462376800005 22.172877373800002 109.38726284320002 52.497771754550008 13.811848270300002 6.5613067478000007 14.551174033150001 22.958759589950002 12.783127173500002 12.880535946600002 22.644947046300004 -0.10434500000000001 92.367355987800025 14.745344522600002 13.317304170000002 61.93938686740001 13.1052958007 22.580797808900005 13.037923179150001 22.626138143200006 22.624947093000003 7.6791457491500008 42.620627117000005 6.6686919569500009 16.515385879350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 8 -3 10 11 -9 -11 -8 -15 21 28 18 -18 27 -21 23 26 24 -16 -25 -23 -19 29 -17
right_child=1 5 -4 -5 -6 6 13 9 -10 12 -12 -13 -14 14 15 16 17 19 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.063911804424117091 0.04377566017270116 0.0083112423809841973 0.056856375858493957 0.071338056210048101 -0.10545740061148692 0.05361988147525925 0.051836777808018722 -0.0098144007348198083 -0.10528151414634368 0.079492882568691803 -0.085652943779946478 0.073274035975246621 -0.027364990926525296 -0.039061726038911407 -0.026138180019960391 0.067973163187779809 -0.0043041358234187426 0.031362231362955288 0.10232594595286842 0.021255469592994861 -0.040913110150399647 0.089420489311565765 -0.00057199189496741527 -0.088499535587338668 0.042750557092349907 -0.014722527408919737 -0.0084992430338589539 -0.012166716193356025 -0.096309223795112142 -0.080060455945646744
leaf_weight=0.042439232960531537 0.77923677428770943 0.55131156311835983 0.1260431929549668 0.063284212374128401 0.3276067321348819 0.68747879443981119 0.50852715122164127 2.0121817960352941 0.56853962946297543 0.38323545565799566 0.41526555850577995 0.28276491898577649 0.21788142455625348 1.2018894296634233 2.317087296993122 0.22159170638769754 0.76836860319599409 5.6909141873475146 1.0284965103492139 1.5743689519586044 2.14957376930397 0.71169111924245843 71.903203387387691 1.1647604433819654 1.3653561787214128 1.3009065098303834 0.313899894397764 1.3622775857365921 0.68971471395343542 0.24811434448929504
leaf_count=40 87 29 18 11 161 35 24 336 99 30 119 13 25 17 35 9 16 56 35 31 36 36 3131 28 22 13 36 53 17 35
internal_value=-1.57717e-05 0.000184853 -0.0360318 -0.0630503 -0.0860331 -0.000156052 0.000523287 -0.0147523 -0.0493589 -0.0030488 -0.0127657 0.00042309 0.0407611 0.000137099 -0.000142552 0.000361449 0.010058 0.0166501 0.0567292 0.00996773 -0.0146301 -0.00132256 0.000272098 -0.0202384 -0.000595992 -0.0495742 0.0594505 0.0229549 -0.0614339 -0.0102231
internal_weight=100.978 100.419 0.559373 0.43333 0.370046 99.6394 95.2082 4.43118 1.11985 3.31133 2.71021 2.29495 0.601117 94.5207 94.0122 92.8103 13.7334 12.574 1.79687 10.7771 3.72394 79.0769 72.9288 6.14811 3.68244 2.46567 1.02559 7.05319 1.15942 0.469706
internal_count=4633 4403 230 212 201 4316 3665 651 128 523 468 349 55 3630 3606 3589 288 227 51 176 67 3301 3203 98 57 41 72 109 61 44
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=9 9 20 0 6 16 20 5 10 6 9 6 0 17 13 23 16 12 12 2 3 12 7 21 20 22 7 16 10 0
split_gain=0.0713283 0.309105 0.249084 0.189708 0.56244 0.229786 0.2172 0.252551 0.410869 0.203666 0.178946 0.378198 0.489918 0.28202 0.272608 0.17716 0.180831 0.182085 0.135333 0.448289 0.405715 0.459317 0.271168 0.265714 0.255974 0.478866 0.56838 0.410499 0.563699 0.575549
threshold=186.70853236170004 185.98753508445003 41.444941515100005 85.732241321850012 16.465384711100004 22.714946882600003 43.847983878700006 21.252944829650001 61.917879202350001 16.505385645700006 190.36745536595001 16.485385178400005 86.692020874450009 191.75825325995004 117.48293184245001 0.4369650000000001 22.764946765650006 94.177001085000015 148.96091148645004 129.01927736685002 93.345954747300013 145.32166322050003 23.032419884600003 11.845349650450002 40.858951393400005 -0.059424999999999999 24.227986230350002 22.594947163200004 71.053259929650025 96.631250582750013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 -2 10 7 -6 9 -9 11 12 -5 -14 -15 16 17 -1 20 -20 21 23 -21 24 25 26 -12 28 -26 -30
right_child=3 2 -4 5 6 -7 -8 8 -10 -11 18 -13 13 14 -16 -17 -18 -19 19 22 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.068515779673842009 -0.10548297146466992 0.010256648988399085 0.092224713749941234 -0.11537607942113928 0.086014601314073763 0.05429783899501868 0.070690210446679072 0.074378289115085025 -0.10416671504858832 -0.016533246135841683 -0.0086855236654246968 0.021737939929362862 0.0063872431829515219 -0.1103654470935061 -0.0068962652633760974 0.10216579647850946 0.067597043129140319 0.00040970659649660181 -0.082452119855392886 -0.03003276635524111 0.036982833869235364 0.05617721078807425 0.00045769345573443707 -0.059716419824715289 0.056111845390356088 0.0066735144313039424 -0.073575312112124078 -0.05007271337079261 -0.10425050841896769 0.011702781906035544
leaf_weight=0.39514187929580025 0.6798967368449661 0.77171090334377435 0.71348806021705968 0.65936467214487438 0.22891175377299156 0.76816394925117393 0.33886908737622423 0.29086944495793465 0.50419997387507454 1.6126435754267729 4.3370081257307893 1.5407280764193272 1.6527467209307363 0.52818226560475501 0.49166128039360046 0.17299139971470445 0.38812442123890001 12.766208214033439 0.69779869867488642 3.1365277185395817 3.6483029052615157 1.4499770729125874 41.64115655961632 0.76540128736087254 2.9057708542968594 9.5070378018040298 1.959830407387926 0.90277361869812001 0.47305229189805675 4.5018971620334014
leaf_count=54 60 12 34 14 6 22 10 5 97 106 72 33 41 43 3 10 15 1897 20 63 38 33 1178 48 104 174 149 8 98 186
internal_value=-1.04211e-05 0.00629835 0.049634 -0.0011362 -0.0234234 -0.000137408 -0.00467292 -0.0143589 -0.0239018 -0.00264136 -0.000654928 -0.0192317 -0.0381764 -0.0191302 -0.0604835 0.00160808 0.00032422 -0.00165964 0.000537258 -0.0029175 0.00569658 0.001438 -0.00167806 -0.00169265 0.000113621 -0.00749303 -0.0288818 0.0138 0.021117 0.000677148
internal_weight=100.43 15.2077 1.4852 85.2228 3.65539 81.5674 2.97549 2.63662 2.40771 1.90351 80.7992 4.87268 3.33195 2.67259 1.01984 13.7225 13.5495 13.1614 75.9265 45.4755 30.4511 26.8027 44.7777 25.3528 24.5874 15.8039 6.29684 8.78349 7.88072 4.97495
internal_count=4633 2022 46 2611 284 2327 224 214 208 111 2305 134 101 87 46 1976 1966 1951 2171 1261 910 872 1241 839 791 395 221 396 388 284
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=6 18 12 15 6 16 8 5 6 5 21 15 4 6 21 6 2 22 6 22 7 22 17 13 10 0 13 10 23 21
split_gain=0.0997959 0.0900172 0.178469 0.176964 0.139125 0.219117 0.398345 0.153055 0.183385 0.182757 0.124878 0.11147 0.160062 0.111194 0.285953 0.240912 0.467789 0.220878 0.298112 0.26498 0.233943 0.236446 0.213198 0.168147 0.230501 0.777959 0.466948 0.371388 0.361237 0.328819
threshold=1.8500432259500001 17.108018746400003 172.53297924300003 14.882823222300003 11.755274660100001 17.684958644900004 7.3442686056500008 12.901187908600003 3.6650856341500009 1.6209823962500003 15.004713615700002 16.891056077300004 254.21219862280003 13.665319288000001 14.136086967800003 13.825323026450002 189.32640726775003 0.04932000000000001 12.255286342800002 0.063030000000000017 26.709562027450005 -0.040509999999999997 211.01219561810004 102.83621194775002 71.053259929650025 95.988709089550014 108.79383516485002 70.182199495350019 -0.089139999999999997 0.87557407920000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 5 6 7 8 9 -4 -2 12 -5 14 17 16 -15 18 20 -19 21 -13 -20 -17 26 28 -25 -28 -26 -29
right_child=1 2 4 11 -6 -7 -8 -9 -10 -11 -12 13 -14 15 -16 23 -18 19 22 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.10116220326778302 -0.10185543431791039 -0.10370953217948065 0.10036786388567556 -0.066999721001967522 0.064459958725621852 0.10120522601145086 -0.10196704659838936 -0.1019257816815056 0.066840871453758041 -0.10113404411034604 -0.0084191705788658321 0.0041591480385426384 0.057491362396584866 0.0030990787540775629 -0.072052138075000979 0.050042414158513349 0.089579071525444628 0.075406215921311637 -0.091612531470525699 0.0005060659011186415 -0.10553276232290545 -0.10322634303750289 0.045374789354457323 0.060470412283656107 0.023337766081833772 -0.0036515706902556576 0.0014749422524865748 0.0062136084585327558 -0.10397575469602093 -0.10515623318040485
leaf_weight=0.097446630192961403 0.29029063604138983 0.11101606010788545 0.064409594982862695 0.12274048430754092 0.66060429075150739 0.22010766412131477 0.32632626696067746 0.084229291984229349 0.62477905313130577 0.14944663950495851 0.28198567363142502 3.2179636203254627 0.65136409774686399 2.1088700899854298 0.68852511085060619 0.66293289804889255 0.88923334889113892 0.51497193222166959 0.80911860766354937 5.7045830410825147 0.23636879041077907 0.21899482319713337 0.13217010931111872 1.3251096862950351 0.27245074816164461 10.290950155525932 66.589834717287886 0.46301806048722827 1.224567476310767 0.62022516384604387
leaf_count=188 198 156 6 55 36 17 140 14 153 161 40 286 88 34 152 37 38 37 143 181 49 27 13 128 15 117 1820 14 202 88
internal_value=-1.34445e-05 8.556e-05 0.0199011 -0.000370736 0.026344 0.00920689 -0.00700323 0.0265761 0.0394823 -0.0404453 -0.0558153 -4.27613e-05 0.0377523 -0.000347621 -0.00956249 0.000909734 0.0287489 -0.00559119 -0.0221676 0.00670771 -0.00930129 -0.0026832 -0.0723776 -0.000115013 -0.000526606 -0.0134497 0.00168124 0.000530087 -0.0808053 -0.0575527
internal_weight=99.6546 99.5572 2.24092 97.3163 2.1299 1.4693 1.24919 0.922865 0.838635 0.213856 0.572276 96.744 0.774105 95.9699 11.5227 84.4472 2.9981 10.8342 4.61462 6.21955 3.67333 3.43696 0.941289 81.4491 80.7862 11.788 68.9982 67.6731 1.49702 1.08324
internal_count=4633 4445 683 3762 527 491 474 334 320 167 238 3524 143 3381 888 2493 72 736 518 218 362 313 156 2421 2384 334 2050 1922 217 102
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=21 21 21 15 12 16 18 9 9 23 20 16 20 20 23 0 20 18 22 10 10 20 6 22 22 23 23 4 9 20
split_gain=0.0693407 0.191872 0.295603 0.424412 0.298032 0.241407 0.252126 0.164989 0.455002 0.432156 0.3844 0.404948 0.288099 0.406133 0.41055 0.335474 0.317184 0.296411 0.284373 0.281675 0.452802 0.215455 0.259882 0.21399 0.2062 0.286253 0.275371 0.258769 0.224351 0.307845
threshold=3.1734339793000008 3.8811533507500005 3.5267096012500008 37.050691080100002 195.51336019310003 22.574947209950004 13.713893333650001 193.70978346765003 202.70031010240004 0.10526500000000003 42.081757894750005 22.664946999500003 39.746231405950006 38.396531328800009 0.083070000000000019 88.350799540950007 41.362929270750008 14.460856400850002 -0.122095 61.987779113750001 70.077349628250019 42.546237522150008 16.315381206250006 -0.08158 -0.22932499999999997 -0.10978499999999999 0.093325000000000033 147.36370056065002 189.34276022045003 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -4 6 -2 9 18 21 12 -12 13 14 -10 16 -14 -17 -9 -20 23 24 -23 -21 -1 -26 27 -27 29 -29
right_child=1 -3 3 -5 -6 -7 -8 8 10 -11 11 -13 15 -15 -16 17 -18 -19 19 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.095341486921394381 0.099552817864748774 -9.1233816399604304e-05 -0.12925723286006172 0.00096896453309341501 0.0084980582285133985 -0.065256594316060818 -0.0021637676503260335 -0.0093451477534082974 -0.073884989481453486 -0.081429380821954292 -0.087563488937391978 0.043060592900871497 0.015114134162678705 -0.0736181997252561 0.021253795869464371 0.10252813585864695 -0.098932727598542047 0.022710544439534859 -0.012142565769471793 0.017352299775674401 0.0053868954204041933 0.002966656002554973 0.099824567822169308 0.077201516281080185 0.060229764523401577 0.010506406615890859 0.0075930341632299836 -0.078588812141493297 -0.096583471962862155 0.084057626061162044
leaf_weight=0.25757401014982573 0.26436287692195026 68.769904954805497 0.72958309237947083 0.76472609555639792 0.20013453319188557 0.55705454462440673 3.1159256124046806 1.7457620534660234 0.56448590197214699 0.71760811817364345 0.98989408263469136 0.31217470351839438 0.81180493917781882 0.92519799649380718 2.3085416002095371 0.67404131405055556 0.34857108118012547 1.5020897683007204 1.0282744038850085 0.7479708240134636 1.9237973181479899 0.74736139254309797 0.44017054438882042 2.9680341398343453 0.61999830521654242 0.6640983791439784 2.9441347767317438 0.2805493587186445 0.85514771396992728 0.19885411746508908
leaf_count=262 13 2616 64 28 31 30 214 49 62 53 81 13 39 65 111 16 32 108 24 23 82 63 17 109 102 8 70 188 28 32
internal_value=-2.32637e-05 -0.00154448 -0.0192901 -0.0542137 -0.0996035 -0.00426063 0.0057912 0.00458206 0.0101299 -0.00751878 -0.00628001 -0.056246 0.00283864 -0.0159951 0.00256114 0.0242787 -0.019145 0.0474335 0.0265846 0.0359914 0.0447674 4.96717e-05 0.038868 0.0651549 -0.00787046 -0.00382029 -0.0118544 -0.0405017 -0.0658843 -0.0111239
internal_weight=98.9778 74.4017 5.63179 1.69444 0.929718 3.93734 3.38029 24.5761 16.8506 7.7255 8.4368 1.30207 7.13473 3.79823 2.87303 3.33651 1.16038 2.17613 8.41384 6.66808 5.6398 7.00789 1.18753 3.716 5.82036 5.56278 4.94278 1.99865 1.33455 0.479403
internal_count=4633 2996 380 123 95 257 227 1637 814 823 527 94 433 238 173 195 71 124 287 238 214 770 80 132 690 428 326 256 248 220
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=0 5 22 5 23 9 10 23 5 19 20 10 3 5 5 23 5 6 10 6 20 21 5 16 16 5 23 15 10 22
split_gain=0.0703573 0.124202 0.302168 0.20361 0.325837 0.122255 0.14066 0.120157 0.120974 0.0943599 0.510529 0.473717 0.544361 0.491079 0.604047 0.3603 0.376591 0.270577 0.653572 0.231049 0.395713 0.203441 0.17391 0.456809 0.447869 0.271863 0.543293 0.450819 0.211195 0.165904
threshold=71.249517373150013 25.704065249550002 -0.080234999999999987 24.453399453300005 0.090465000000000031 224.20824026050005 65.036490633650018 0.070640000000000022 38.836801683000012 14.451165964200003 42.081757894750005 64.630533455950015 91.302726568150021 21.043187000650004 20.389142059250002 0.10214000000000002 22.887221773600004 16.265380038000004 62.009286778800011 16.575387281250006 39.065416244600009 7.7895855139500005 23.714185006400005 22.644947046300004 22.594947163200004 23.195398057700004 0.08919500000000001 42.33967733730001 61.86411003975001 -0.022394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 9 -5 6 -4 8 -1 19 11 12 -11 14 -14 16 21 -12 -19 22 -21 -15 25 24 -24 27 -27 28 -2 -30
right_child=1 2 5 4 -6 -7 -8 -9 -10 10 17 -13 13 15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.086805135235800482 -0.047489753631420321 0.048260320629783277 -0.10183235903521365 -0.103694295670389 -0.011084347472850815 0.049752904316234504 0.058017463815424566 0.051741959260944083 0.066782725850528246 0.10238057868567912 0.0074003601500257365 -0.04908976942840023 0.03885250365080669 -0.0016653958299828254 -0.053023018121660742 0.0069331631631044631 0.093189059766391663 0.011587169837131265 -0.095501510653024091 -0.002810952088302007 -0.095661338782392469 0.052732658927619996 -0.012594217432363431 0.01024930706733399 -0.11356861895380457 -0.0028228248918869005 0.093654734287156566 -0.070182878937682519 0.0044265797604648143 -0.0068215184043327734
leaf_weight=0.33532549598930828 0.89541081196966743 1.4339290988864375 0.29441617269185272 0.4689772901074315 2.0004836082516704 0.10692046000622213 0.067708635702729225 0.11776550016656984 0.060542779247043654 0.79988278355449516 1.5816422721836709 0.99584148880967482 1.1692314166575655 1.2127021569758656 1.8444613795727489 3.5812476371065713 1.3678884623805059 1.0533052273094656 1.2418205454887354 1.3600210003205568 0.69282406495767634 1.5874362488975746 0.97211484276340276 2.1624444620683789 0.80138738028472289 1.5517019200633506 0.93563843477750186 0.90795298271404945 48.74950167276068 17.937930145559569
leaf_count=201 21 253 92 131 52 7 10 18 11 31 38 35 34 34 32 49 52 31 52 28 54 15 27 24 35 36 23 36 2347 824
internal_value=-2.16354e-05 0.000172282 0.02547 -0.000329855 -0.028672 -0.044203 -0.0719443 -0.0369355 -0.0633159 0.000419481 0.0072977 0.0170899 0.0227896 0.0168746 -0.0173778 0.0301953 0.0501826 -0.024424 -0.0463552 -0.00104929 -0.0341475 0.0291736 -0.000142311 -0.0206029 -0.0582212 0.000992289 0.0334682 -0.000187119 0.00075325 0.00140101
internal_weight=98.2885 97.7748 1.90297 95.8718 2.46946 0.469045 0.362125 0.513634 0.395868 93.4024 16.4355 12.5587 11.5629 10.763 3.01369 7.74927 4.16803 3.87677 2.29513 76.9669 2.05285 2.80014 74.9141 3.93595 1.7735 70.9781 2.48734 68.4908 67.5828 66.6874
internal_count=4633 4403 362 4041 183 109 102 230 212 3858 403 282 247 216 66 150 101 121 83 3455 82 49 3373 86 62 3287 59 3228 3192 3171
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=20 0 6 3 21 23 8 5 20 20 8 17 7 20 12 4 21 22 22 5 23 9 20 6 22 18 3 23 3 6
split_gain=0.0666365 0.207125 0.251541 0.362797 0.229249 0.200985 0.173578 0.175791 0.133355 0.160973 0.110028 0.100132 0.169165 0.0947698 0.279336 0.133619 0.0950535 0.199993 0.371382 0.51242 0.63765 0.574599 0.369792 0.3554 0.38302 0.328573 0.482422 0.316109 0.307427 0.282517
threshold=36.558960102350007 89.861713010250014 15.575363915900002 85.923121849150007 1.0221947271500003 0.077990000000000018 8.1436447804000007 15.023351587500002 35.771221912400001 34.823977857500005 8.6432548896500023 162.04221493815001 17.566486459500002 37.041406607950009 179.47323713510005 197.71977442185002 3.1734339793000008 -0.101255 -0.056184999999999992 22.127107789600004 0.079745000000000024 211.24289424260004 42.081757894750005 16.565387047600002 -0.54488499999999995 14.483350136800002 93.776108048150022 -0.04931 82.705037467000025 16.355382140900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 8 7 -3 9 -1 -7 12 -2 14 15 -13 17 23 19 20 27 -22 25 24 -15 26 -20 -19 -27 -21
right_child=11 2 -4 -5 -6 10 -8 -9 -10 -11 -12 13 -14 16 -16 -17 -18 18 22 29 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.10095924819328179 0.058000831706593516 -0.10048410130734009 -0.044513130554316008 0.061186728542553283 -0.10276101364102552 0.093957831112710291 -0.013261370357790703 0.066821914946274916 -0.10662311391045408 0.095698028873190316 0.017909057651022197 -0.01511552324209737 -0.08837345069642244 -0.014255085686074026 0.015867388194435023 -0.11214039551752789 -0.0016789960364844694 -0.067064574990528356 0.072009272635874463 -0.051116649378054636 -0.106584707032317 -0.00322304170669503 -0.051784388583676455 -0.021150649003552076 0.056441481634219894 0.013536549813459788 -0.016430595797032165 0.099582574346128341 -0.078090674684425265 0.028399639425832231
leaf_weight=0.062758089433372133 0.10693289832579367 0.070914126807168798 0.97343250981066365 1.0911007203394545 0.22901806657955592 0.62875306758360239 1.8986550476074624 0.54900177026866004 0.11733905223809415 0.1235931295377668 0.27278649155050516 0.22410247396692173 0.30177429843888604 1.0390300339831808 0.7028409666781954 0.38714558495917117 72.303908030955427 0.1627605800749734 2.1679744925349929 0.56386383913923088 1.552753695043066 0.82284123130739306 0.72273839259378281 1.373329912588815 2.9200791316106947 2.3501595882098631 0.86202262440929178 0.37859194805059937 0.43376327963778738 2.1525749741122127
leaf_count=82 40 219 17 29 85 62 33 22 41 8 15 19 312 83 36 32 2568 12 64 45 83 54 65 121 179 112 34 67 41 53
internal_value=-1.98079e-05 0.0101738 0.000888811 0.012402 -0.00697094 0.0472459 0.00173941 0.0476833 -0.0231138 0.0294691 0.0709471 -0.000689959 -0.0500765 -0.000468443 -0.0271289 -0.0765681 -7.83347e-05 0.0065341 -0.000541682 -0.019359 -0.0484637 -0.070783 0.0156753 0.0226829 0.0378878 0.0240614 0.0468485 0.0494792 -0.000739897 0.0118941
internal_weight=97.5465 6.01735 4.81212 3.83869 2.74759 1.20523 2.51857 0.619916 0.30369 0.186351 0.90154 91.5292 0.408707 91.1205 1.31409 0.611248 89.8064 17.5025 12.17 5.63339 2.91695 2.37559 6.53666 5.33244 3.95911 5.81392 3.03 0.541353 2.78392 2.71644
internal_count=4633 613 405 388 359 208 274 241 131 90 77 4020 352 3668 87 51 3581 1013 630 314 216 137 316 383 262 251 98 79 153 98
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=0 7 7 21 20 7 21 21 18 22 15 18 19 15 23 23 18 6 19 7 21 7 23 5 23 18 5 7 0 13
split_gain=0.0656306 0.109613 0.102305 0.126529 0.118945 0.0791573 0.196003 0.247945 0.194127 0.190962 0.174486 0.167013 0.160616 0.156178 0.121486 0.123836 0.117977 0.166492 0.197678 0.116216 0.186765 0.377868 0.272364 0.430735 0.19171 0.324281 0.323959 0.172351 0.150676 0.613153
threshold=71.249517373150013 19.052023743050004 18.276616214250001 11.365119104850001 44.952171034750002 22.093462376800005 13.811848270300002 6.5280300271500007 12.743963501900001 -0.074029999999999999 22.504462263300002 12.854871756700001 14.551174033150001 35.645792850250011 -0.25420999999999999 -0.17949499999999999 13.405741979600002 15.885371159150003 14.351157895250003 22.721067571950005 5.7892729308500011 22.626138143200006 0.096480000000000024 21.836296031200003 0.086955000000000018 13.087929333200002 21.950234501100002 22.747724408400003 85.732241321850012 117.66037007905001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 9 -7 12 -8 -10 14 -11 -3 -16 17 -17 -19 20 24 22 23 -22 25 -13 -26 -21 29 -29
right_child=1 5 -4 -5 -6 8 10 -9 11 13 -12 19 -14 -15 15 16 -18 18 -20 27 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.10029576130842109 0.045177519916227704 -0.071061400670265382 -0.084937391137281673 -0.10333206991585241 0.096828302533178506 0.073311637806190752 0.07193201995750409 -0.079233579924070541 -0.048032959151745797 -0.096984923461045522 -0.036165231447401545 -0.0059642444317995133 0.083727767485818172 -0.00081193476861329708 0.07817791060618709 0.071391175600766396 -0.082826985146467663 -0.10430472089944215 0.0053798499491625358 -0.053490544424478148 0.018845808051408862 0.078642745442166428 0.051631307886456562 -0.057961751622412454 -0.049661499037497281 0.071393390434765697 0.01501600214504524 -0.10380285718468972 0.00021188138940168435 0.041175612960721621
leaf_weight=0.039347155972790371 0.53802929015364398 0.24793706623313605 0.2305106082749262 0.073065612703430816 0.13785345686483197 0.36509864394611113 0.45171293125167711 0.6354709105034998 0.71090580243617196 0.40164682882095748 0.223064527126553 1.8023499800183329 0.22415253892540921 0.29133332404308021 0.1981682882178587 0.29186493054748863 0.17617084909579706 0.19730593020358334 0.98255830520065501 0.61460477943182823 2.584595322121459 0.9969493074750061 1.2311262916191479 1.0175990689021999 1.6651090330997251 0.7748656953262979 1.4477957171620799 0.62303352563321712 77.22558500707845 0.54856820502027404
leaf_count=101 70 46 86 31 12 20 34 148 18 85 30 38 8 20 17 79 32 146 23 17 56 35 36 36 27 58 39 98 3142 45
internal_value=-1.65955e-05 0.000167085 -0.036872 0.00739909 0.0530572 -8.53595e-05 -0.0133112 -0.0224725 0.000538539 -0.0104937 0.0361978 0.000247345 0.00327518 -0.0565532 -0.00533686 0.0034903 -0.00549126 0.00376608 -0.0129624 0.000626468 0.0100095 0.0225881 0.0110259 -0.00285188 -0.00287886 0.0172941 -0.0195803 -0.000741635 -0.000328103 -0.0359209
internal_weight=96.9484 96.4676 0.480777 0.250266 0.177201 95.9296 4.32139 3.64661 91.6082 3.01114 0.674777 91.2431 2.31816 0.69298 2.09401 1.84607 1.6479 1.47173 1.17986 90.5322 11.5204 5.83027 4.83332 3.60219 5.69012 2.57722 3.1129 79.0118 78.3972 1.1716
internal_count=4633 4403 230 144 113 4333 668 604 3665 456 64 3645 351 105 343 297 280 248 169 3627 325 163 128 92 162 96 66 3302 3285 143
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=20 23 13 20 2 15 17 15 12 22 15 7 20 17 20 13 17 15 23 22 22 21 15 20 6 20 0 16 5 9
split_gain=0.0677357 0.154812 0.11154 0.104349 0.182132 0.332586 0.240981 0.197805 0.277429 0.128022 0.231213 0.0894625 0.0801124 0.248883 0.0819894 0.0900512 0.165915 0.147525 0.128215 0.0932672 0.53514 0.812654 0.497186 0.390789 0.28441 0.69617 0.463019 0.427549 0.782086 0.417898
threshold=32.724174661450007 0.088565000000000019 109.58961877145002 36.558960102350007 133.24279810655003 33.423812040500003 197.26918533450001 31.445204138150004 91.208648993800026 -0.056184999999999992 31.028113015250003 23.623818563000004 37.041406607950009 193.82504409230003 37.345948426100009 117.97223122220002 187.63270803470002 42.968808980200009 0.087795000000000026 -0.053874999999999999 -0.064729999999999996 7.3938557349000016 41.29990759910001 40.003678352300007 16.445384243750002 41.289992964000007 86.036037090600004 22.544947280100004 21.482549112100006 203.09362050815002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 8 11 10 -10 -2 13 -5 -14 19 17 18 -17 20 -16 22 23 -22 27 -26 -27 28 -21 -29
right_child=3 -3 -4 12 6 -7 -8 -9 9 -11 -12 -13 14 -15 15 16 -18 -19 -20 24 21 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.10239726719180209 0.02333208389658183 -0.094425743563972292 0.077169355178856633 -0.091551907009020578 -0.082456465118657229 0.094622413815632841 0.0065858735326416165 -0.045701362753339962 -0.072902531818182459 0.088373782970234058 0.10255923042568441 -0.026377391514418588 0.028586866337676826 0.004069716939501835 -0.0005412192417642807 0.0057151283196922621 -0.10321724235480362 0.05431165578111638 -0.1028361736428286 -0.0019761050185021505 0.015556558147020744 0.09156339634783052 0.065471858136568056 -0.083978011510711992 -0.0055702087143074354 -0.015102476761839482 -0.12083491727790606 0.011103919001535928 -0.096652950142467067 0.078169295917938419
leaf_weight=0.047049029386925123 0.67472344508860282 0.23183803908210621 0.13065715017910406 0.39439855820842129 0.38194025764005335 0.60306960577145208 1.4883224056482047 0.47892663141828951 0.15810516309284184 0.70258313706562991 0.14305282384157181 0.78125035323319025 0.97235453802295424 0.87849791009830369 52.100394980769117 0.25009075556590588 0.23974241736141266 0.25217446498572826 0.19261143761104904 16.443414035343732 0.81964611022704736 1.6370589070284038 0.77427810407243658 0.760385912770289 6.3371713874876132 0.70245337404048758 1.0092174490855539 4.8330346718721549 0.92139356399638828 1.150251939659938
leaf_count=109 8 69 63 50 85 25 79 15 84 38 2 36 57 42 2456 45 38 11 30 721 11 39 16 41 104 153 32 62 58 54
internal_value=-1.52938e-05 -0.0405974 0.0296278 0.000157688 0.0136466 0.0269776 -0.0115981 0.0130954 0.0245437 0.0649919 0.0104434 -0.00334116 -0.000647462 -0.025558 -0.000292763 -0.00061034 -0.0314863 -0.00673804 -0.0415135 -0.000280501 0.00216227 0.0374516 -0.000174743 -0.0323442 -0.0046446 -0.0208548 -0.0774433 0.000943576 -0.00699975 0.0239968
internal_weight=96.4901 0.409544 0.177706 96.0805 5.41197 3.54171 1.87026 2.93864 2.45971 1.00374 0.301158 1.45597 90.6686 1.2729 89.3957 88.4233 0.934619 0.694877 0.442702 87.4887 56.0918 3.99137 2.35431 1.58003 31.3969 8.04884 1.71167 23.3481 17.3648 5.98329
internal_count=4633 241 172 4392 372 208 164 183 168 124 86 44 4020 92 3928 3871 124 86 75 3747 2563 107 68 52 1184 289 185 895 779 116
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=20 23 15 20 0 8 6 3 21 14 8 5 17 18 16 6 15 12 7 16 15 23 20 20 8 4 13 13 18 7
split_gain=0.0593081 0.135396 0.100481 0.0880224 0.171144 0.19316 0.173894 0.318724 0.147227 0.209122 0.0762 0.0698902 0.0925966 0.0696651 0.186189 0.169289 0.163814 0.147714 0.134071 0.17214 0.376939 0.15135 0.130744 0.215964 0.228678 0.268835 0.447063 0.22406 0.128449 0.346323
threshold=32.724174661450007 0.088565000000000019 27.874116299000004 36.558960102350007 89.861713010250014 8.6432548896500023 15.575363915900002 85.923121849150007 0.49227235280000009 278.00273168625006 8.1436447804000007 22.887221773600004 173.77968723070003 17.108018746400003 11.864972254500001 3.6650856341500009 5.1773271655500013 172.53297924300003 26.545218975000001 17.684958644900004 20.343341900300004 0.086375000000000021 43.477771593600004 43.663128814500006 8.543332867800002 208.25848595475003 117.58509325145 117.15225149240001 12.880535946600002 22.502236473750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 11 7 8 10 -10 -6 -2 -13 14 -5 16 -15 -17 -19 20 21 -20 28 -24 25 26 -25 -27 29 -16
right_child=3 -3 -4 13 6 -7 -8 -9 9 -11 -12 12 -14 15 22 17 -18 18 19 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.10209586249921937 0.10087922141112171 -0.091502762913207442 0.074799763642468167 -0.052802707200746882 0.043562264448187095 -0.0079732686597947296 -0.035447428511157716 0.069564617160635764 -0.10401118512544683 0.06889150260137239 -0.0024115070374795397 -0.10087289697822154 0.075824976362412116 0.082617053941368257 -0.0097492095660907073 -0.10342107242938406 -0.10108777981512634 0.074852195700139332 0.068388693219646884 0.10107350632204304 -0.10162897735960551 -0.026735868511926459 0.055844590660063843 -0.078751056269152672 0.047647432275132781 0.01857785599692105 0.020776358033140156 -0.044225531847949584 -0.0010322171775057904 -0.11102938219668473
leaf_weight=0.043484411781718246 0.4957608474069265 0.21614078390166469 0.12276794009812875 0.68887821030648311 0.45429886729584845 0.36479696352034807 0.88560309878084797 0.79792188986903045 0.28012705881155842 0.093232562824141496 1.7465973059552196 0.043231263320194557 0.094455218015355058 0.063805797590702595 3.2084040814825125 0.081647443577366974 0.20290172600812184 0.55525148572633032 0.48873913497300214 0.19698666455224145 0.27268908367113909 0.25428791430476849 0.95246210319237334 1.0083579688471198 1.1082751245558027 4.4342209233145695 0.81698041345225636 0.65153292824834341 74.858127893088749 0.37732995192345686
leaf_count=135 23 69 37 277 102 19 16 21 47 37 25 63 19 49 262 123 232 33 91 17 66 96 54 226 30 464 16 37 1934 13
internal_value=-1.19193e-05 -0.0393157 0.0285315 0.000145496 0.0127253 0.0499923 0.00398793 0.0143445 -0.0027717 -0.0608352 0.00707819 0.0833742 0.0203448 -0.000587367 -0.00101804 0.017342 -0.0571391 0.0280819 0.034155 0.0155212 -0.00107066 0.035834 -0.000609949 0.0108255 0.00547861 -0.00128365 -0.0342048 0.0105322 -0.00191786 -0.020407
internal_weight=95.8593 0.382393 0.166252 95.4769 5.25603 0.998244 4.25778 3.37218 2.57426 0.37336 2.2009 0.633447 0.137686 90.2209 88.1046 2.11631 0.266708 1.8496 1.76795 1.2127 1.01572 0.743027 87.4157 8.97183 8.01937 6.91109 1.82534 5.08575 78.4439 3.58573
internal_count=4633 241 172 4392 372 124 248 232 211 84 127 105 82 4020 3313 707 281 426 303 270 253 187 3036 827 773 743 242 501 2209 275
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=0 5 22 9 3 5 23 3 7 13 23 5 4 21 13 0 3 5 22 18 3 3 22 4 0 21 6 10 20 4
split_gain=0.0612547 0.0990487 0.231103 0.189761 0.172955 0.158577 0.293686 0.100336 0.112294 0.0972806 0.0957946 0.0959086 0.0849004 0.0819166 0.0804606 0.644738 0.480012 0.453272 0.429885 0.39552 0.373168 0.505243 0.480052 0.363402 0.392079 0.382868 0.284355 0.248524 0.236971 0.32864
threshold=71.249517373150013 25.704065249550002 -0.080234999999999987 229.11263139465004 91.80009132230002 24.453399453300005 0.090465000000000031 93.292185584700022 20.714163848350005 118.52336513895001 0.070640000000000022 38.836801683000012 331.11746218220009 2.2933574171000006 113.0174028878 90.321439350550008 87.399085362750014 20.971847224900007 -0.09715 13.546420092050001 86.26455603170001 85.589753040950015 -0.060989999999999996 143.58239362595003 94.625660817400004 0.87557407920000008 15.945372561050002 65.571493801650021 42.206017975500011 371.16724128940001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 7 4 -4 14 -7 -3 12 -10 11 13 -9 -1 16 27 17 19 -18 -2 21 23 -23 -21 25 -25 -17 28 -16 -30
right_child=1 2 3 -5 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 26 18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.062005920732185575 0.079022498981335482 0.089550334147402155 0.083442692886807904 0.10113861910566951 -0.10178369498857472 -0.10328805412358555 -0.0099156050767011065 0.062382341892770726 -0.10124506974385264 0.024433043522777774 0.048044617959716769 0.062248655169819936 -0.037064124623721655 -0.10429379196087607 0.0060189020224839223 0.0083249163370659029 -0.0014839399862021433 -0.095859497812322503 -0.091409784967664554 0.10191931996455145 -0.053999367263672361 -0.0057153164253733665 0.085537662484905699 -0.0056951689332724901 -0.00027807327676027241 -0.10178733836937709 0.079666795330814902 -0.043323411409847058 -0.0052001686097155842 -0.066234729767677858
leaf_weight=0.033502675445560182 0.63727366278180753 0.36116483854129888 0.060731092467903092 0.078789336606860161 0.29666308780724648 0.40481451875530128 2.0066078977615689 0.60160166402056348 0.1082327304102364 0.14291478134691715 0.10177243893849663 0.05220561518217437 0.10013782774331048 0.25560253973708313 35.313831948922598 0.88263631821609978 1.0015883812975519 0.49029072362463821 1.1328783831049793 0.33358586300164716 1.2554105044000596 1.0128608546365288 1.3381114515505022 0.89612017385570897 28.584262482106851 0.77172421333671082 1.5222379388287661 1.2621611393988121 13.455535027693255 0.94410406146198589
leaf_count=40 27 16 4 3 102 131 52 142 64 13 18 11 18 161 515 31 171 99 125 5 39 35 35 20 2209 116 37 38 322 34
internal_value=-1.08838e-05 0.000162136 0.023731 -0.0393395 -0.0703086 -0.000280253 -0.0255904 0.0446665 0.0276545 -0.0297283 -0.037106 -0.0624963 0.0481914 -0.0850223 0.000391665 0.00288468 -0.00316144 -0.000378439 -0.0492125 0.000965643 -0.000489185 0.0015504 0.0462235 -0.0018834 -0.00302801 -0.0501577 0.0534829 0.000497607 0.00161017 -0.00920186
internal_weight=95.4394 94.9963 1.75024 0.436184 0.357394 93.246 2.41142 1.31405 0.952887 0.251148 0.443083 0.341311 0.701739 0.289105 90.8346 53.3805 37.4541 35.3196 2.13447 34.8293 34.1921 32.9367 2.35097 30.5857 30.2521 1.66784 2.40487 50.9756 49.7135 14.3996
internal_count=4633 4403 362 109 106 4041 183 253 237 77 230 212 160 201 3858 977 2881 2585 296 2486 2459 2420 70 2350 2345 136 68 909 871 356
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=17 5 0 7 7 7 22 12 4 20 0 20 23 7 9 9 15 21 8 21 20 7 20 17 17 23 19 15 17 8
split_gain=0.0604742 0.15882 0.0695344 0.131195 0.160409 0.162271 0.144332 0.138265 0.127214 0.161095 0.196965 0.161836 0.159681 0.0941424 0.0927889 0.294685 0.236068 0.158912 0.492702 0.147109 0.11662 0.590422 0.217526 0.407923 0.56361 0.199929 0.148425 0.434365 0.350395 0.314329
threshold=162.04221493815001 28.543718473100004 71.249517373150013 20.797746106000002 22.093462376800005 22.172877373800002 -0.24150999999999997 109.38726284320002 404.75570863780007 48.823707093150006 75.381677519650012 44.952171034750002 0.080375000000000016 21.833224794850004 186.70853236170004 185.98753508445003 42.80317728375001 16.027392061700002 8.543332867800002 19.318974336450001 44.131787411600008 22.703933514050004 43.477771593600004 189.19102531915004 192.92322630085002 0.086955000000000018 12.651020723000002 23.884857921950005 182.02915412410002 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 6 -6 -5 -8 9 10 -4 -12 -13 -9 15 16 -7 20 19 -19 22 -22 26 -24 -25 -26 -16 29 -29 -28
right_child=2 -3 3 4 5 14 7 13 -10 -11 11 12 -14 -15 17 -17 -18 18 -20 -21 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.085662292229979273 -0.044982282270533441 0.046931479947798865 -0.1017809991779038 -0.10336204029389569 0.050923456762700686 -0.0013575275498067313 -0.056181489472152818 -0.014726776671047713 -0.087586517464459182 0.092079441754835234 0.06054019391748057 -0.10258787754049836 0.054226496619195187 0.039990948249730512 0.0090210207314939013 0.055312201264670569 0.072447525598291568 -0.11041973594574102 0.048366185421545159 -0.02424541252966847 0.088887668327216299 -0.097654299920422238 -0.071355274232992635 0.097901300600114483 -0.011421515582845682 0.045732106733999051 -0.026684231918468294 0.051143069531001298 -0.0028324671726487269 -0.12307102777722152
leaf_weight=0.25671375689762399 0.34010721182676107 0.13938399991639017 0.124234981551125 0.20985212107189033 0.63581644351506739 7.7512861268699549 0.67573518963763435 1.5617808567621976 0.08684762509074051 0.38612975907744829 0.62093449820440583 0.14641605093493126 0.11668461957015097 0.39369710125902191 11.979558270008736 1.2268934213061573 0.45904171970323648 0.55654596368549281 0.45999057544395328 0.30758047405106481 0.24814249237533559 0.53654066019225866 0.41432869565323827 0.98616139031946692 1.6856408441963142 0.96098082796379447 1.2488968477991864 1.2279600111069147 58.509531423493172 0.46405353275622463
leaf_count=305 136 78 174 50 35 987 33 124 24 18 106 32 21 31 508 37 25 32 11 24 5 94 103 15 38 20 109 31 1377 50
internal_value=-1.16308e-05 -0.0390035 0.000152114 0.00031545 -0.000157353 0.000583935 -0.0235511 -0.0171858 0.0298408 0.0371545 0.0161203 0.0326892 -0.033041 -0.00371044 0.000224403 0.00959986 0.00276893 -0.00088733 -0.0352409 -0.0797465 -0.000306099 -0.0386636 8.23832e-05 0.0226525 0.0333743 0.0093308 -0.00116157 -0.00314663 -0.00172295 -0.0527963
internal_weight=94.7175 0.396098 94.3214 93.9813 92.5 89.6589 2.84107 2.63121 1.48125 1.3944 1.00827 0.884035 0.263101 1.95548 89.0231 9.43722 8.21033 79.5859 1.32412 0.864126 78.2618 0.784683 77.4771 4.04711 3.63278 2.64662 73.43 61.4504 59.7375 1.71295
internal_count=4633 383 4250 4114 3739 3501 238 188 375 351 333 159 53 155 3466 1049 1012 2417 67 56 2350 99 2251 176 73 58 2075 1567 1408 159
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=21 21 17 20 0 2 7 21 20 17 18 7 22 22 6 18 5 13 21 6 20 15 13 6 15 5 5 0 2 9
split_gain=0.0560985 0.149241 0.249256 0.329409 0.290405 0.245747 0.244708 0.200342 0.481419 0.342058 0.213094 0.336165 0.220374 1.05109 0.336454 0.619658 0.564808 0.409684 0.333302 0.331585 0.665542 0.463908 0.459293 0.417184 0.388695 0.425988 0.292846 0.268494 0.248023 0.245391
threshold=3.1734339793000008 4.5589219677500008 198.90226058785004 42.759119507950011 85.431134011250023 52.497771754550008 23.913271136350005 4.8814716696000007 40.722669576350008 195.44378352670003 12.854871756700001 22.375171215700004 -0.053874999999999999 -0.063379999999999992 16.445384243750002 13.391483899700001 22.382820633700003 117.56896250265002 14.202008575100001 15.785368822600002 40.636252116050009 14.212891242700001 117.39690118230001 16.375382608200002 37.050691080100002 20.556063402800003 20.971847224900007 86.692020874450009 119.08834621750002 203.80256579455002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 -4 8 -7 -10 11 -9 13 19 15 -14 18 26 -17 20 21 -12 24 27 25 -21 -16 -24 -25 -22
right_child=1 5 6 4 -6 7 -8 10 9 -11 12 -13 14 -15 17 16 -18 -19 -20 22 29 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0043511410670424144 -0.01391978852926468 0.084522329296345761 -0.044865926843200565 0.024848707917931635 -0.10793299492520687 -0.017326168523752485 0.019559701892268605 -0.013878691444655217 0.094101717408788296 0.017498888020720495 0.074753080303436054 -0.12139101772774674 0.095632443589006855 0.075932717293503968 -0.019670808208913287 0.0057748170784926185 -0.083218122214949924 -0.014210563590049814 -0.053278866194490099 0.047229826522484315 0.010016781825696116 -0.079993098609950644 -0.093137769221626476 0.023151116376109601 0.075877532735463049 -0.062921714784670152 -0.11618129113647938 -0.010793030330056092 -0.0026836091275009035 -0.029972986289705829
leaf_weight=22.457386196664515 8.0968474986520924 0.34850413701496918 0.70600279143400158 0.21472500480740642 0.70718825436961197 1.8182154493551923 3.5746961129661941 1.5266318122285145 1.0382547750268716 1.3291793322860028 0.21549491819814148 0.35926913579169184 0.64101807730913662 1.952404608906362 0.51726631622295716 10.80755704026978 0.86347226480211325 4.0747706068796106 1.0484686261197573 0.92686417978257229 5.4860029081037283 1.9179242229438385 0.71547839528648427 5.5454741399735239 1.6560630658641455 0.56516986017231829 0.80168736232735682 0.88669998943805695 11.264557572307238 2.130353453258067
leaf_count=1637 175 13 8 29 249 26 145 334 39 29 45 10 28 54 12 336 36 58 68 34 556 168 36 84 33 21 35 7 154 174
internal_value=-1.05455e-05 -0.00137599 -0.0109369 -0.0203686 -0.0770065 0.000799952 0.00893418 0.000297654 0.0213726 0.0510936 -0.00133885 -0.0343601 -0.000141648 0.00474579 -0.00881 -0.000299687 -0.00513433 -0.0298905 0.000552499 0.000306783 -0.0149965 -0.0643623 0.00722708 0.00119193 0.0425248 0.00550536 -0.0783319 -0.0475654 0.00583903 -0.00116866
internal_weight=94.1936 71.7362 13.2995 9.01876 0.921913 58.4368 4.2807 58.0883 4.18565 2.36743 53.9026 1.8859 52.0167 33.2625 18.7542 13.3605 12.7195 5.39372 11.856 31.3101 9.74978 2.13342 21.5603 18.4122 3.1481 1.49203 1.31895 1.60218 16.81 7.61636
internal_count=4633 2996 606 453 278 2390 153 2377 94 68 2283 344 1939 1366 573 468 440 105 404 1312 943 213 369 281 88 55 47 43 238 730
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=15 21 18 6 12 6 6 16 8 15 16 23 23 19 20 8 21 18 7 22 23 8 7 17 9 21 22 8 23 13
split_gain=0.0519886 0.205518 0.0809621 0.192392 0.141406 0.147545 0.169877 0.113278 0.263243 0.110613 0.0965347 0.167036 0.128591 0.124242 0.0954987 0.227442 0.220022 0.138059 0.393427 0.266489 0.387372 0.400331 0.377064 0.217326 0.203201 0.153643 0.153388 0.151477 0.13555 0.19367
threshold=11.870705757150002 17.123843457500005 17.108018746400003 3.6650856341500009 172.53297924300003 11.755274660100001 11.215262042800001 17.684958644900004 7.3442686056500008 21.761438576950002 11.949972055800002 -0.222165 -0.22831499999999999 10.450843205950003 43.477771593600004 5.1459841250500009 12.717166023350002 14.741741751300003 24.209421447000004 0.11873000000000002 0.08574500000000003 8.3434888241000014 22.650953015950005 197.59467367075004 190.64005357525002 1.2847270946000002 -0.23890999999999998 8.6432548896500023 -0.17949499999999999 117.63886241405002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 -5 6 7 8 9 -6 11 12 13 -2 15 16 -12 18 19 20 22 -22 24 -19 25 -16 -27 -24 -28 -30
right_child=2 -3 3 4 5 -7 -8 -9 -10 -11 14 -13 -14 -15 17 -17 -18 23 -20 -21 21 -23 27 -25 -26 26 28 -29 29 -31
leaf_value=-0.10192543770844738 0.057089876278087287 0.023967089841878689 -0.1010254011015108 -0.10298312789650935 0.068649913143009542 0.081404857423894805 -0.10229602330218104 0.10096908358589135 -0.10118794622587013 -0.046141501872461972 -0.098746363671120996 -0.10140689173752722 0.10043990232797868 -0.10201803538328875 0.10070365554840155 -0.00058441077213330851 0.061487069432069719 0.069589586931213213 -0.10653933099933313 -0.082960442439466056 0.010451141279814283 0.094708156684555345 -0.10601327297045754 0.0070447985206130055 0.098917379160850735 -0.10209792498807127 0.039445259645014823 -0.0074040569117061854 -0.062621623836719528 0.019419250729826473
leaf_weight=0.23129518837572405 0.082564311775058741 0.29514110497257207 0.11826520832050746 0.074695676385999721 0.41936056687268297 0.51305830760975368 0.10936332728306297 0.17839557351544499 0.15908628167017014 0.10495163671293994 0.42293539302147465 0.25472917880733703 0.10119799507083371 0.12100537797050492 0.13931285985745434 81.80609430475306 0.10747198888566345 0.89318157066736636 0.31555820179346472 0.30347509214516311 1.4324834289727735 0.93001022664248001 0.48137144338397764 1.4697343607112996 0.22772567538777355 0.15905773683334756 0.59062440967682106 0.2303125225007534 0.54690000016489493 0.60721445607487112
leaf_count=466 14 38 112 55 99 32 17 17 95 18 481 204 5 47 9 2094 25 114 86 48 55 35 56 99 9 125 65 6 102 5
internal_value=-8.3352e-06 -0.0313451 0.00016924 0.0219411 0.0312698 0.0380263 0.0151096 0.0300086 0.011485 0.0456721 -0.000231045 -0.0416412 0.00831181 -0.0374866 2.45027e-05 -0.00100762 -0.0662796 0.01023 0.00212522 0.00819587 0.0133715 0.0436194 -0.0105883 0.0306867 0.00931688 -0.000670025 -0.00808818 -0.0741017 0.000482145 -0.0194574
internal_weight=93.4266 0.526436 92.9001 1.67718 1.55891 1.48422 0.971157 0.861794 0.683398 0.524312 91.223 0.559497 0.304768 0.20357 90.6635 82.3365 0.530407 8.32696 5.96405 5.64849 5.34501 2.36249 2.98252 2.36292 2.27084 2.04311 1.9038 0.711684 1.74474 1.15411
internal_count=4633 504 4129 445 333 278 246 229 212 117 3684 270 66 61 3414 2600 506 814 601 515 467 90 377 213 315 306 297 62 172 107
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=23 23 15 22 16 17 8 23 9 23 20 20 22 7 12 23 20 8 22 4 23 20 2 20 21 22 22 20 15 22
split_gain=0.0514994 0.406089 0.20063 0.173029 0.265397 0.469636 0.558108 0.25775 0.356435 0.231806 0.22247 0.214391 0.205876 0.282469 0.375767 0.282026 0.210703 0.175971 0.309803 0.184561 0.289397 0.171262 0.164924 0.160304 0.153584 0.147756 0.328845 0.14235 0.405937 0.245536
threshold=0.084365000000000009 0.083905000000000021 46.055224235250002 -0.08158 19.794953710800005 193.58688265170002 8.3434888241000014 0.070640000000000022 203.42345995920002 -0.067414999999999989 37.232443001650005 42.283941020600004 -0.095854999999999996 22.626138143200006 155.27099795600003 0.083555000000000032 42.283941020600004 8.6432548896500023 -0.117885 178.81043309815001 0.080545000000000019 40.371455563000005 82.092636011950006 36.558960102350007 2.0523604381000005 0.26597500000000007 -1.0000000180025095e-35 43.477771593600004 38.992510055900006 -0.10290999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 7 21 -7 8 9 23 -1 -8 15 -14 -15 17 -16 18 19 -12 -21 -6 -9 -5 -4 26 -25 -2 29 -29
right_child=27 -3 24 4 5 6 11 22 -10 -11 12 -13 13 14 16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.073719473395226817 -0.002624471983459907 0.093038338012021021 0.047227995856546551 0.065674210427797836 0.028588642123025112 0.10023998930510879 0.054062888783505729 0.050193663250843894 -0.096706269551789667 -0.10710466938361095 0.064527650629693054 -0.023916208060848165 0.021223879643815596 -0.11760375458741482 0.0048713416565028646 0.084021349083024388 -0.063320006475359569 0.05806507334967357 -0.073311179011133987 0.0036238880261120522 -0.10473889903170155 -0.011773349024252035 0.0045578482583006471 -0.0040210711971051345 -0.09215408113539697 0.044282264005601965 -0.10718951086296097 0.042481687917298588 0.07987561337573712 -0.029090807804603155
leaf_weight=0.47605713906802449 61.027565034054817 0.49765972875411435 0.10030252832802844 0.31259690622892078 1.6929863207042206 1.4074147217907014 0.64480033656582214 0.94221381949046179 0.53886749035154924 0.2261733990380933 0.45477896627563108 0.77795413346029818 0.98483985255005935 0.52024347849874208 1.162387593059975 0.43490224701235991 0.74259699243702915 0.49675277242204163 0.5804148465140323 4.7391885832093976 0.25997196943717416 2.7734935111366212 4.9640187234909945 2.1125073622497466 0.3732093546204851 0.43186142979538988 0.36188270167985859 0.74829220447463796 0.81532318063545961 1.3334643655598475
leaf_count=246 1983 34 35 49 21 88 35 15 51 22 35 11 18 25 23 63 41 33 48 829 105 32 180 55 67 44 155 63 27 200
internal_value=-1.04958e-05 0.0034839 0.0019208 0.0030109 0.00925312 0.0237205 0.0555915 -0.0014205 -0.0210767 -0.0092468 -0.00687504 0.0114244 -0.00380821 -0.0239407 -0.0422812 0.00604723 -0.0217109 0.000854988 -0.00385459 0.00353706 -0.00201132 0.00352557 0.0118381 -0.00237079 -0.0626292 -0.00968972 -0.0191096 -0.00159631 0.0200621 -0.00336391
internal_weight=92.9347 29.0101 28.5124 28.0389 17.1868 7.29665 2.83017 9.89012 3.98389 3.44502 10.8521 1.42275 10.3761 3.41007 2.42523 6.96601 1.90498 6.53111 6.03435 5.45394 4.99916 4.46648 5.90623 3.21885 0.473512 2.90625 2.47439 63.9246 2.89708 2.08176
internal_count=4633 2360 2326 2224 758 187 134 571 376 325 1466 46 1220 107 89 1113 64 1050 1017 969 934 53 195 303 102 254 210 2273 290 263
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=20 21 20 21 15 21 0 9 21 15 2 16 18 20 7 13 23 20 15 16 6 21 22 3 6 16 3 0 20 22
split_gain=0.0507983 0.139628 0.109151 0.176495 0.152052 0.0969521 0.109031 0.0757279 0.073511 0.0632547 0.103913 0.134479 0.0735066 0.172962 0.200811 0.102363 0.109871 0.164876 0.0754626 0.272338 0.0716611 0.249873 0.346319 0.269563 0.245397 0.441599 0.204012 0.15222 0.145418 0.118948
threshold=49.292797572200008 19.549674911150003 47.927946529500012 16.464809133250004 19.077611477100003 3.4893684343500007 119.82189041595002 65.064848378650012 8.1054293463000011 11.870705757150002 309.88494104580008 8.3649804390000018 17.108018746400003 42.546237522150008 26.296311413900003 95.937628385050019 -0.097064999999999999 42.498713093000006 21.132409465200002 17.684958644900004 13.665319288000001 8.2961335722000005 0.63131000000000015 84.049266532200008 13.825323026450002 15.839962959300001 81.699554126200013 94.743952975150009 42.686561923500008 -0.27494999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 4 7 -2 -7 -4 -6 10 -1 -12 20 15 -15 16 -14 -18 -17 -20 21 27 23 -23 25 -22 -26 -11 -25 -28
right_child=1 -3 3 -5 8 6 -8 -9 -10 12 11 -13 13 14 -16 18 17 -19 19 -21 24 22 -24 28 26 -27 29 -29 -30 -31
leaf_value=-0.10374947252017921 0.030341875820389625 0.035021309899374964 -0.10165019427652136 -0.053780665175551558 0.032455342319873501 -0.10217018018217137 0.04406945180523647 0.028637364387219966 0.090839708896467558 -0.054804888314462487 -0.10223427941589031 0.089383715230868507 0.062194152879475807 0.097206238027096423 -0.10172356636541868 0.082858468853808015 -0.10127267563938272 0.10130793482194166 -0.10139132710527901 0.10087872642903815 0.08069591754412081 -0.095667415763583674 0.094640829999952936 0.07720709599676627 -0.070073768839041747 -0.00047295134799830519 -0.021942689114810912 0.00082374574581879309 -0.051372286227528541 0.00066996752737158384
leaf_weight=0.15330266081247046 0.10099070335127081 0.2482409761287272 0.090898045104949032 0.21175753978604905 0.4036705563776195 0.33009145197320322 0.060295156481515733 0.087609930080361664 0.463012189429719 0.5205913154695726 0.061005021204721288 0.091647787648980739 0.14623798341108329 0.068476538523100206 0.19596056265982043 0.50505814451025799 0.1597554082767364 0.053673388742026873 0.11300419947656337 0.16197689343243837 1.0576743256533512 0.86629411773901555 0.15158501057885576 0.16318690952903125 0.41851903719361772 1.8299316957127301 2.4037879908846653 8.9244423222927463 0.19079871169378748 72.110724274291897
leaf_count=294 19 31 41 32 31 228 36 13 30 94 90 10 51 5 80 27 188 2 31 17 45 174 9 13 35 27 185 526 85 2184
internal_value=-6.49698e-06 -0.0261085 0.000204252 0.0294696 0.0463363 -0.056991 -0.0795835 -0.0377064 0.0636463 -0.000202899 -0.045595 0.0128069 -4.86592e-05 0.0226523 -0.0502103 0.0395581 -0.00457693 -0.0503274 0.0599082 0.0177553 -0.000408275 -0.00803484 -0.0479148 -0.0656232 0.000651801 0.0292576 -0.000450548 -0.00224239 0.00790264 -5.95015e-05
internal_weight=92.3442 0.739618 91.6046 1.25695 1.04519 0.491377 0.390387 0.178508 0.866683 90.3476 0.305955 0.152653 90.0417 1.40414 0.264437 1.13971 0.359667 0.213429 0.780039 0.274981 88.6375 10.8169 1.37186 1.22028 77.8206 2.88761 74.933 9.44503 0.353986 74.5145
internal_count=4633 314 4319 147 115 283 264 54 61 4172 394 100 3778 401 85 316 241 190 75 48 3377 901 281 272 2476 72 2404 620 98 2369
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=20 23 13 20 22 19 22 7 9 22 0 20 2 22 17 17 2 7 23 17 2 12 0 15 4 17 21 6 2 7
split_gain=0.0521013 0.118487 0.0889008 0.0743434 0.154606 0.138506 0.165719 0.186227 0.0544388 0.282058 0.213725 0.206523 0.108304 0.168938 0.0802287 0.259491 0.186268 0.201407 0.154853 0.154454 0.134283 0.126747 0.257671 0.334725 0.249748 0.168393 0.215015 0.205846 0.129802 0.114729
threshold=32.724174661450007 0.088565000000000019 109.58961877145002 34.515670600900002 0.18839000000000003 13.951125619400001 0.11061500000000003 23.822419043000004 223.65407503400004 -0.0098449999999999979 94.354126546200021 41.741384785950011 361.99740083035005 -0.038374999999999999 208.35751021765003 209.54662559615002 309.04644204820005 25.198021589200003 0.091885000000000022 222.25139668490002 206.22726210890002 328.37985594320008 105.7585659356 49.977661466200011 436.21941423180004 205.28496454895003 6.3374497763500015 16.245379570700006 298.00670864630007 24.528146684550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 12 10 -10 -12 14 -14 21 -16 17 29 -19 -18 -20 25 23 24 -23 28 -27 -28 -5 -17
right_child=3 -3 -4 8 -6 -7 -8 -9 9 -11 11 -13 13 -15 15 16 19 18 20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10220594479513234 0.057026251712874169 -0.089819884029101404 0.074355919036310766 0.00014396639396801762 -0.040995616572505084 0.10152234516789603 0.10263573207969912 -0.10451263898868135 0.089152792975320208 -0.089083777608177178 0.037205336992251335 -0.10176079184822678 -0.091380759646981086 0.032235427292771242 -0.089201165667143756 -0.018759683068927002 0.092932989233370802 0.0053893363846301201 -0.10237771190414927 -0.04003705786261582 0.026442516768318505 -0.099248943161905231 0.061928087246442311 0.058507408322794809 0.039024092607257505 0.06727604146150111 -0.079874579511199556 0.05558587560866031 0.050939718859698307 -0.10608617959692482
leaf_weight=0.038498885126613369 0.13258131104157556 0.19619750853570395 0.10999435341364006 81.051841172947661 0.24683834514689806 0.30853398283943534 0.14042306123155868 0.15456317331336322 0.49452669301535912 0.19568926754800386 0.37427646038759121 0.14972281931659381 0.31245499744045446 0.17109021036230743 0.40756849669560224 0.28010779677424613 0.31609129031858163 2.8036825498893454 0.26254532360599103 0.1207176650641486 0.11697196902241558 0.77315377184640854 0.25479352259526411 0.23141777529963292 0.15718118759104982 0.82854564719309454 0.24731298742335639 0.20530792383942753 0.50620956321654276 0.32500995675218292
leaf_count=109 33 69 63 3099 16 17 3 58 25 34 68 62 90 37 54 18 33 143 64 41 24 130 57 19 53 51 41 12 87 23
internal_value=-7.60251e-06 -0.0388131 0.0285799 0.000138472 0.0274921 0.0504582 0.0136101 -0.0299264 -0.000158339 0.0208735 0.0419995 -0.00250159 -0.000444078 -0.0476423 -0.000187324 -0.0129996 -0.00564893 -0.0127786 -0.00272549 0.056185 -0.0626737 0.000517141 -0.0291429 -0.0491165 -0.0758876 0.00102433 0.0369971 -0.01843 0.000459242 -0.0656629
internal_weight=91.9138 0.344691 0.148493 91.5692 0.98294 0.736102 0.427568 0.287144 90.5862 1.21422 1.01853 0.523999 89.372 0.483545 88.8885 4.6327 4.22513 3.78832 3.1832 0.436809 0.379517 84.2558 1.41655 1.16175 0.930335 82.8392 1.28117 0.452621 81.5581 0.605118
internal_count=4633 241 172 4392 127 111 94 91 4265 189 155 130 4076 127 3949 400 346 272 231 74 88 3549 259 202 183 3290 104 53 3186 41
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=9 22 5 8 13 13 21 20 0 21 5 4 7 5 22 5 23 17 20 15 20 20 22 19 2 22 17 7 20 17
split_gain=0.0479047 0.224908 0.120036 0.150278 0.132463 0.312719 0.149952 0.128522 0.110337 0.31045 0.309181 0.234033 0.152733 0.0984008 0.0916868 0.130903 0.386738 0.128762 0.191929 0.0976109 0.0898504 0.665065 0.299124 0.221786 0.445609 0.291189 0.344231 0.28507 0.244729 0.201306
threshold=40.734022239000005 -0.156745 13.252098438300001 8.0437227585500022 98.255079293500017 99.865465713650011 6.8222521231500011 44.749265482150008 97.886760529650019 13.291307514850002 16.316541761950003 171.12466686440004 24.799466712900003 10.36813655115 -0.117885 14.608687763150002 0.11296500000000002 199.45200027940004 41.935569238650011 22.654569872000003 38.474425342400004 38.751720283100006 0.23643500000000003 14.351157895250003 100.00310400885002 -0.057599999999999998 190.19286262750003 22.650953015950005 34.214889417600013 178.50558947615002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 13 10 11 12 -10 -4 -2 17 -16 -17 19 -19 -13 23 -22 -23 25 -25 26 27 -12 -28 -24
right_child=2 -3 8 -5 5 6 -8 -9 9 -11 20 14 -14 -15 15 16 -18 18 -20 -21 21 22 29 24 -26 -27 28 -29 -30 -31
leaf_value=0.021123413836624538 -0.1005525204798198 -0.072848356924597221 -0.0024380399159671141 -0.080377333896003364 0.093602611211274722 0.023717248494406932 -0.10306410548415468 0.058487083116715959 -0.1029174377961061 -0.10235774710143049 -0.050344969749199046 0.061023013093239667 0.078840205492502299 -0.0012242164925251656 -0.0010492100064827005 -0.086227520429350182 0.014596077902161574 -0.10321869968212811 0.041146463506366839 0.0045779837979608119 -0.09331687762640109 0.00039626283740358173 0.011069064871906434 0.092145639819603498 0.0075264514411466478 0.013166155250972587 0.024344105047488181 0.053256303582480617 -0.083074642300324505 -0.10482868981343448
leaf_weight=0.56178009915947769 0.11196584906826934 0.46591767844972654 0.33431801016558782 0.13820744123449902 0.69984705832939631 0.32206929919993854 0.13133410232330789 0.34502220174181264 0.24779143559862671 0.35973588618799102 0.43781090155789593 0.61106137364549773 0.74955258285626769 0.91310772512656513 4.3248918203025823 0.75094350781364461 0.77110678469762206 0.19385527930717206 0.17542665790824685 0.61443014006363228 0.77713316943845612 66.640371155338471 0.22410650756501027 0.86205791356042061 2.2377997846342623 4.9841416016624844 0.26258466705439776 0.67520657115073845 1.102996078043361 0.45240268914494663
leaf_count=253 283 443 33 46 30 56 35 38 53 66 191 100 31 202 103 95 23 42 14 12 30 2076 20 35 42 102 15 34 87 43
internal_value=-1.11128e-05 -0.0214797 0.000232811 0.0211548 0.0267158 0.0516889 -0.0130066 0.00569526 -0.000401488 -0.0115599 0.00072487 -0.00731208 0.0537701 -0.0120736 -0.00412865 -0.00992563 -0.0351479 0.0171249 -0.0346383 0.0327229 -6.08092e-06 -0.00133722 -0.00027537 0.00857539 0.0310587 -0.000763688 -0.0287748 0.0125042 -0.0624193 -0.0664354
internal_weight=91.479 1.0277 90.4513 2.66155 2.52335 1.15325 0.453403 1.3701 87.7897 8.04924 79.7405 7.68951 1.08387 1.02507 7.44172 5.84694 1.52205 1.59477 0.369282 1.22549 78.6566 68.094 67.3169 10.5626 3.09986 7.46274 2.4786 1.11302 1.36558 0.676509
internal_count=4633 696 3937 690 644 121 91 523 3247 508 2739 442 64 485 389 221 118 168 56 112 2675 2169 2139 506 77 429 327 225 102 63
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=9 22 0 20 2 22 18 18 17 17 2 7 7 18 6 13 9 12 13 15 14 7 15 6 22 13 18 10 21 16
split_gain=0.0452239 0.251739 0.190986 0.179763 0.0945717 0.148487 0.0818382 0.0988039 0.0597372 0.232268 0.177526 0.177144 0.118226 0.113468 0.229393 0.17017 0.552419 0.189479 0.339796 0.160718 0.150907 0.133858 0.213144 0.139535 0.13988 0.129698 0.203773 0.170004 0.801244 0.357155
threshold=223.65407503400004 -0.0098449999999999979 94.354126546200021 41.741384785950011 361.99740083035005 -0.038374999999999999 15.711526640050002 17.370891598500005 208.35751021765003 209.54662559615002 309.04644204820005 25.198021589200003 24.453757170650004 15.917243450850002 14.055328400500002 103.75835308650001 193.24048816455004 328.37985594320008 117.55283175385001 49.977661466200011 184.93271450310002 25.606038725250006 15.166667628900003 13.855323727400002 0.15915000000000004 104.19926021995002 15.105469479800002 71.053259929650025 6.9984086918000008 18.734956189500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 8 -6 -4 -8 13 -10 11 12 -11 15 20 16 -1 25 -19 -20 -15 22 -22 24 -23 26 -17 29 -29 -27
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12 -13 -14 14 -16 17 -18 18 19 -21 21 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0029405865702670743 0.086961970494449758 -0.085455966066315281 0.092401558384308441 -0.10158995032157161 -0.08836936106409439 0.029991662472998615 -0.10137305041286955 0.042449758155132335 -0.086110186346305559 -0.014424012132964105 0.057072633905706306 -0.0020908521312968139 -0.10540771053618361 0.070541918159582537 0.10240880502739987 0.00068401977765259912 -0.094936810365502514 -0.093716916290893501 -0.040455955808410216 0.096371608621939706 -0.10192444353872726 0.0049590164901664215 0.064351175601476282 -0.10613809247902156 -0.09073548206547799 0.03243741241721327 0.060661307061458093 -0.0028044969069868971 -0.10387224299812399 0.0005644802425149399
leaf_weight=3.6579247330614626 0.46065963618457317 0.18982901627532445 0.1446283400291577 0.13365816044642997 0.29293036431818109 0.16608648501414691 0.071087701806391124 0.14559699440496843 0.37931138922522123 0.27040642779320512 0.42251145842055837 3.1882913054445794 0.30268542068006354 0.37787697161479528 0.28372314944863308 1.4373586373112623 0.79449145583203051 0.55060824830979882 0.16025613562669605 0.1848828928777948 0.087770304871355509 3.4267765309745082 0.63372925144176406 0.12657448090612877 0.15987636303094621 3.7409033814737986 0.93491407803958271 8.89710129779996 0.86024630517931733 58.403007637447445
leaf_count=564 26 35 6 62 93 40 18 48 58 16 76 263 25 61 6 17 115 78 37 8 58 557 69 5 59 592 39 190 129 1283
internal_value=-1.62512e-05 0.019728 0.040622 -0.00250573 -0.00026827 -0.0455427 0.0341479 -0.00473416 -3.55027e-05 -0.0111809 -0.00438781 -0.0112916 -0.0624782 0.000564826 0.0150304 -0.000361068 -0.0193564 0.000764063 -0.0449537 0.0328394 0.00987907 0.00471007 0.0441238 -0.00294821 0.000693399 0.00131542 0.0243211 0.000556388 -0.011715 0.00248315
internal_weight=90.8857 1.14546 0.955631 0.494971 89.7402 0.459017 0.361313 0.216685 89.2812 4.56321 4.18389 3.76138 0.573092 84.718 5.09633 79.6217 4.45242 75.1693 0.895747 0.345139 4.8126 4.43473 0.7215 3.71323 3.58665 74.2735 2.37227 71.9013 9.75735 62.1439
internal_count=4633 195 160 134 4438 133 72 66 4305 438 380 304 41 3867 815 3052 679 2373 123 45 809 748 127 621 616 2250 56 2194 319 1875
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=23 23 23 5 20 23 8 20 9 16 5 0 12 13 17 19 20 2 7 5 5 22 6 5 17 23 0 22 10 22
split_gain=0.0496418 0.118268 0.0817898 0.180599 0.0761458 0.141313 0.111821 0.0827774 0.150719 0.152055 0.10798 0.0625333 0.0753559 0.0619983 0.137257 0.0826717 0.129793 0.0826567 0.156095 0.0579417 0.354359 0.368065 0.246597 0.499931 0.280242 0.204819 0.220093 0.285531 0.197606 0.163055
threshold=-0.55393499999999996 -0.57039999999999991 -0.27450499999999994 20.315138807500002 33.036871954450007 0.088565000000000019 8.2435668022500028 34.515670600900002 190.90230715925003 19.794953710800005 20.389142059250002 86.692020874450009 74.22129117770001 117.97223122220002 189.5403704096 14.651182102100002 41.685324604100011 146.87900114440004 20.869210126600006 23.714185006400005 23.195398057700004 -0.071969999999999992 16.405383309150004 25.704065249550002 199.05253715360001 -0.25098999999999999 85.866664228400012 -0.072755 61.971648364950006 -0.084729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 8 10 -10 -6 12 -5 15 17 19 -17 18 -15 20 -9 29 23 -21 25 -24 27 28 -27 -22
right_child=2 -3 4 11 7 -7 -8 13 9 -11 -12 -13 -14 14 -16 16 -18 -19 -20 22 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.052001410403308405 -0.10389603586927368 0.073127053884534013 -0.10151319586878663 0.090793669192815354 -0.11919897279556256 -0.092591395082144978 0.097101998777299456 -0.00070237282430261959 -0.00038433742077113235 0.10179219842665291 0.037917521343323025 0.010490812715906662 -0.10136925476897594 0.042891264687365961 -0.10280667525363288 0.03681411140162559 -0.0093947409456317191 0.04911550480072651 -0.06684095104419481 -0.098411911702459554 0.03203042498917049 0.080878280367434996 -0.10955834244941798 0.044945824529962895 0.074098133340928629 -0.0026321931451973907 0.010411523108703203 -0.10712329090775714 -0.10242962568368277 -0.029005686048221624
leaf_weight=0.10652979565475107 0.24218964783517449 0.25962972713023091 0.040796001058707954 0.025111725335591473 0.096650223023970194 0.2319842539294541 0.092887219856493175 73.032757433216375 0.25851886901000398 0.33358088205568492 0.079905865801265463 0.57429633136780467 0.10892178774884087 0.20561308342439488 0.18461622705217451 1.5047742878086858 1.0198124867165459 0.19676131090091076 0.35081528677255847 0.75098442997295733 1.0827399325062286 1.0889198202639807 0.18748363741178753 0.35980667662079213 0.46049895192845713 1.9389429884577114 4.2149698564608116 0.37735625115237814 0.22102651642853732 0.73465994978323612
leaf_count=55 57 18 124 8 25 81 5 3176 37 16 26 13 89 21 34 39 18 24 42 76 29 31 22 48 18 162 56 122 142 19
internal_value=-2.33282e-05 0.0367224 -0.00017283 -0.0293514 0.000138632 -0.0454007 0.0364908 0.000326409 0.0330002 0.0571805 -0.0480911 -0.00386331 -0.0653667 4.07281e-05 -0.0255336 0.000316484 0.0181479 -0.00659302 -0.0262924 -0.000216577 0.000660333 0.0349037 -0.00804071 -0.0519756 -0.00144603 -0.00645887 -0.00359622 -0.0268657 -0.0128443 0.00735738
internal_weight=90.3635 0.36616 89.9974 0.950519 89.0469 0.365667 0.133683 88.6812 0.768656 0.5921 0.176556 0.70833 0.134034 87.9125 0.937806 86.9747 2.52459 0.75319 0.556428 84.4501 75.9391 2.90632 8.51107 1.11079 7.40028 6.93978 6.7523 2.53733 2.15997 1.8174
internal_count=4633 73 4560 167 4393 210 129 4183 104 53 51 110 97 4079 121 3958 57 87 63 3901 3255 79 646 124 522 504 482 426 304 48
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=17 5 9 17 17 18 21 8 17 23 23 23 23 23 16 9 15 18 16 6 8 16 20 17 15 18 7 23 20 20
split_gain=0.0488951 0.133105 0.0682339 0.0556807 0.448349 0.192812 0.113014 0.247106 0.11337 0.182112 0.268342 0.177649 0.189131 0.172446 0.13477 0.132578 0.204754 0.106143 0.10059 0.171363 0.173199 0.162024 0.264623 0.150633 0.400889 0.15229 0.388647 0.426804 0.321329 0.620864
threshold=162.04221493815001 28.543718473100004 38.283670303850009 182.37451917730002 183.09840208680004 12.816643511250001 1.0000000180025095e-35 8.0437227585500022 179.88087463185005 -0.11223 0.075810000000000016 0.080545000000000019 0.084565000000000015 -0.23921499999999998 19.274954926800003 194.43273554075003 35.133229767950006 14.319708078400001 22.714946882600003 16.535386346650004 8.6432548896500023 22.684946952700002 40.300545846000013 183.93802912725002 21.881081380950004 13.328768336950002 23.209106085000005 0.10087500000000002 42.123054668150012 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 -2 9 13 -11 -12 -13 14 -8 -14 -17 -10 21 -20 -21 23 -23 24 -7 28 27 -27 -25 -30
right_child=3 -3 -4 4 5 18 8 -9 17 10 11 12 15 -15 -16 16 -18 -19 19 20 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.075061979173994264 0.0039120552261545493 0.045428721095829974 -0.10236043161731539 -0.087947967716842559 -0.076561002352283594 0.0073621487440407446 0.024428319177120024 0.094932423608165367 0.028916834113373886 -0.094463665429730018 0.064746153665046255 -0.10842478676757135 0.0022237734974845116 0.083963992960733924 -0.07740229671890432 -0.1030984191650622 0.025447172059341352 -5.368727662279714e-05 0.07000455012723647 0.053265443897722489 -0.026293024530711445 -0.11022019116151155 0.007842484804685362 0.014051972090413237 -0.1177116609296885 -0.013037406468237395 0.00042185024240558815 -0.085399793638800389 -0.094984875152319515 0.0031685017040648219
leaf_weight=0.024296197105512785 0.90546698671164338 0.12504147137951804 0.20101216469123528 0.58604871858460583 0.32887777698488108 0.73660862164115204 0.50978596266213572 0.44478341133799404 2.3297683709097328 0.4216214843327174 0.29265334489173289 0.20995685362140681 1.9819160638717224 0.36005737972118257 0.17444051564962137 0.32610085784290266 0.19985473580891266 2.7663371609414753 0.55167089845053752 0.42907405598089077 0.75535089636105113 0.34991733689093862 0.41500540826382348 16.496928162392582 0.3929866721664439 3.4093054264922094 49.372159682792244 1.0711770645866634 0.82491561718052198 2.9457040379347745
leaf_count=35 305 78 270 52 39 33 115 16 34 113 99 38 58 43 25 74 20 53 21 20 42 11 31 203 52 228 2318 42 48 117
internal_value=-2.48495e-05 -0.0373098 -0.083228 0.000120959 -0.000808006 -0.000153952 0.00681138 0.0338949 0.0029911 -0.0086205 -0.0197464 -0.00928216 -0.0172535 0.0279454 -0.00153295 -0.00962067 -0.0542531 0.0131907 0.000169241 0.0239698 0.00252811 -0.000374338 -0.0461658 9.11378e-05 -0.0361511 0.000643471 -0.0021373 -0.0303375 0.00803222 -0.018305
internal_weight=89.9388 0.35035 0.225308 89.5885 78.6657 78.0797 10.9227 1.35025 9.57249 4.47639 3.4321 3.01048 2.71783 1.04428 0.684226 2.50787 0.525956 5.09611 77.7508 1.7361 1.18442 76.0147 0.764923 75.2498 1.1296 74.1202 53.8526 4.48048 20.2675 3.77062
internal_count=4633 383 305 4250 3257 3205 993 321 672 585 402 289 190 183 140 152 94 87 3166 83 62 3083 42 3041 85 2956 2588 270 368 165
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=0 0 20 20 6 0 21 6 17 16 8 5 20 23 18 0 6 5 8 13 20 16 7 21 22 15 7 22 21 22
split_gain=0.0474252 0.313248 0.193901 0.316907 0.351694 0.297293 0.228907 0.179529 0.232074 0.28374 0.208657 0.185952 0.245617 0.174524 0.159002 0.58162 0.275662 0.175448 0.161315 0.123685 0.362061 0.292664 0.368425 0.195627 0.516306 0.176029 0.17401 0.150843 0.226494 0.14932
threshold=86.09518316945001 86.036037090600004 42.081757894750005 41.529896397300007 16.555386813950005 85.823648898300021 0.63092463060000015 16.545386580300001 185.54770736950005 22.694946929300002 8.2435668022500028 22.053438739150003 43.564719632750005 0.091705000000000023 13.087929333200002 85.866664228400012 16.445384243750002 22.458857822500004 8.3434888241000014 117.55283175385001 40.574766824850009 22.574947209950004 23.299327580650004 15.191342547400001 -0.156745 45.102215827400009 25.662597900150004 -0.071969999999999992 8.9448347342500032 -0.27494999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -5 6 -4 8 13 10 -10 -9 -13 -8 15 16 18 -18 -1 23 -21 -22 -23 25 26 29 -25 28 -24 -2
right_child=19 -3 5 4 -6 -7 7 11 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 21 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0062123902683714864 -0.022949087892481027 -0.089092116717077383 0.095914686319354875 0.079044959196777606 0.00039231458790792828 -0.073530511165888199 -0.0082958273995557812 0.10336449195117681 -0.0059316412616750467 0.030811420864401168 -0.095556194153168156 -0.102672341909769 0.034931962905773044 0.099737963948787201 0.010229023273912261 -0.10682891046544007 0.048257519934171406 -0.0046008792126940954 -0.1237565460253035 0.039128083094038132 0.035875681197038704 -0.046672961526020351 -0.029106832052398182 -0.020894573411021179 -0.078548553426975309 -0.052012804439146645 0.079390909748930344 0.032058320140040647 0.019562370111388269 0.0019542546680282689
leaf_weight=0.1967908800343191 2.520664278186131 0.4280215148901324 0.2003013454668684 1.0792927998263615 1.2012698114449447 0.8468377434182911 1.0255351358209743 0.22744487971067417 0.35592465366789816 0.34261480229906727 0.96147964180636336 0.1760977070662193 0.49249893848173087 0.17505729961703753 4.8376737280177622 0.60823588742641721 0.73413128970423702 4.3412095029707416 0.28707182854122948 3.2111793961375943 1.81724269967526 1.9103863672353325 1.998382485937326 0.32313994724972861 1.0375478520343211 0.63734176044090318 0.37243651291282731 1.4489381536841404 1.8335129655897615 53.723924967153067
leaf_count=31 355 12 10 37 48 46 138 4 38 11 95 108 112 8 164 29 27 248 19 37 25 38 34 50 172 44 39 31 11 2612
internal_value=-3.24163e-05 -0.00453834 -0.00253768 0.00368787 0.0376152 -0.0197555 -0.00824694 -0.0138007 -0.0260357 -0.0502585 -0.0713422 0.0252592 -0.00131082 0.00745648 -0.00334282 -0.0139884 -0.00383069 0.00304491 -0.0759504 0.00114551 0.0102974 2.03397e-05 -0.00904041 -0.000762404 -0.0338589 0.000246007 0.0328019 0.00457348 -0.00581924 0.000838183
internal_weight=89.3522 18.5175 18.0895 13.2857 2.28056 4.80379 3.95695 3.75665 2.86061 1.66002 1.3174 0.896042 0.668597 1.20059 11.0051 6.16744 5.5592 5.07534 0.483863 70.8347 12.2196 9.00846 7.19122 58.6151 1.73312 56.8819 0.695576 5.28083 3.8319 56.2446
internal_count=4633 1185 1173 603 85 570 524 514 290 144 133 224 220 146 518 354 325 275 50 3448 176 139 114 3272 261 3011 89 76 45 2967
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=8 22 22 2 8 8 19 13 13 6 16 22 6 9 7 16 9 9 6 6 0 18 6 15 5 13 20 13 23 20
split_gain=0.0466699 0.190935 0.262951 0.270868 0.138266 0.131063 0.0928074 0.271967 0.433462 0.249445 0.397717 0.366559 0.30596 0.275438 0.472453 0.20525 0.18418 0.199337 0.118874 0.19549 0.691346 0.416603 0.309004 0.321267 0.292433 0.515388 0.242773 0.205719 0.188767 0.170904
threshold=8.8430989333000021 -0.088039999999999993 -0.13734499999999997 67.992056490600007 8.9430209551500024 9.6424751081000029 14.451165964200003 115.13321943645001 116.86189801435002 16.425383776450001 22.634947069650003 -0.097799999999999984 16.455384477450004 191.96565807215003 22.435297587800004 22.554947256700004 201.16241229375001 207.52229237540004 16.435384010100005 16.285380505300001 86.538778761000017 13.037923179150001 16.165377701450002 43.376643616500012 21.990725385850002 113.98793627290001 41.404176814550006 108.12978600665001 0.43380000000000013 42.844429421150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 18 -8 -9 10 11 -10 -11 14 -14 -13 -15 -18 19 22 21 -21 23 24 28 27 -22 -26 -1 -20
right_child=1 4 -4 -5 5 -7 7 8 9 12 -12 15 13 16 -16 -17 17 -19 29 20 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00019593027436110366 0.039018206890752201 0.026922762990065997 0.037433786259813126 -0.08787481479307914 -0.09205384115327471 0.00036067258643920187 -0.047253440649244353 0.085034029513487486 0.025883985529583837 0.06354803229383453 0.014438575113385652 -0.024021542740169686 -0.0058716013778222567 -0.01221301886969879 0.086250703541626894 -0.10512680256730517 0.073166247640519794 -0.010090027388432022 -0.01102838928302413 0.041223884936757133 0.025619567617212742 -0.023568993517228767 -0.058153182674693771 -0.08328222515217143 0.019516620462492112 0.098977706667516666 0.083069271682040716 -0.086737968807736543 -0.053210395399432946 0.014582258648289404
leaf_weight=38.154963499367341 0.26850589411333192 0.1949217461515208 1.0896538221786616 0.45040407520718873 0.57118184033242869 0.20983948619686998 0.85072183663578371 0.74807044304907222 0.48782288940856222 1.1791691394828356 2.2466513935360126 0.4932148173538724 1.1527852382278072 4.4339104776154272 1.0766565857702515 0.84933992817241233 0.59136526120710164 0.55980778986122459 18.24014687864565 1.3492303611128571 1.4664022475481036 3.7517900131497299 0.93098887510131945 0.45683396043022995 0.63198369956353306 0.81582511810120195 1.4759185574948785 0.25603150757524418 0.67350509669139924 3.0398687264660103
leaf_count=2707 19 11 34 38 61 41 38 32 17 41 46 11 50 75 25 49 23 18 507 26 30 57 27 37 162 30 83 36 39 263
internal_value=-3.23514e-05 -0.0127738 0.00646221 -0.0404815 -0.0484208 -0.0672245 0.000380608 0.00762374 0.0110021 0.0067651 -0.0137529 -0.0483558 0.0160663 0.0089016 0.0386167 -0.0753311 -0.00296002 0.0326793 -0.0011108 0.00155501 0.015835 -0.00643114 -0.00118494 0.000108983 0.00104887 0.0415972 0.0544373 -0.0111186 -0.000730437 -0.00736989
internal_weight=88.6975 2.78451 1.80856 0.71891 0.975943 0.781021 85.913 14.6695 13.8188 13.0707 4.07703 1.83038 8.99369 7.81453 2.22944 1.34255 5.58508 1.15117 71.2435 49.9635 8.04334 5.10102 41.9201 40.9891 40.5323 1.70384 2.94232 0.888015 38.8285 21.28
internal_count=4633 204 91 57 113 102 4429 425 387 355 123 77 232 191 75 60 116 41 4004 3234 196 83 3038 3011 2974 228 113 198 2746 770
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=3 5 21 13 7 7 22 12 7 23 9 21 16 21 22 19 10 22 13 18 18 10 19 8 0 8 7 9 22 20
split_gain=0.0480617 0.115109 0.156223 0.121379 0.102681 0.110358 0.120611 0.123461 0.118732 0.0954944 0.107973 0.149156 0.0863124 0.120705 0.136259 0.118886 0.0723581 0.26043 0.0879337 0.237871 0.284013 0.15128 0.0958623 0.139392 0.531085 0.147576 0.113716 0.367388 0.194611 0.266365
threshold=103.28787291370001 29.110986871100003 13.367933388000003 116.36722171835002 20.797746106000002 22.093462376800005 -0.24150999999999997 109.38726284320002 22.172877373800002 -0.24360999999999999 179.11733629770001 13.811848270300002 18.714956236300004 12.156412995750001 -0.23557500000000001 11.850956171350001 61.821094709650005 -0.053874999999999999 117.69263157665002 12.722397935550001 12.854871756700001 61.907125369850007 14.651182102100002 8.8430989333000021 87.525442894850016 8.7431769115000026 22.721067571950005 194.45262321395003 -0.13006999999999999 42.720329370750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 12 6 -6 -8 -7 -9 11 -11 13 14 -1 -16 17 -10 19 -18 -21 -22 23 25 -25 26 27 28 -23 -30
right_child=1 2 -4 -5 5 8 7 9 16 10 -12 -13 -14 -15 15 -17 18 -19 -20 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10239283655195397 -0.1011622420230127 -0.062585307029605269 -0.10298990318261095 0.060741151583153519 -0.10275722334557574 0.046416849934393989 -0.054678438461195689 0.05849386991731418 -0.07635524928184334 -0.086781795884449869 0.0055591352556337483 0.047858499407496286 0.07614824366761104 0.06640994108235998 0.066025096290471083 -0.052119805935904207 0.10296765366283181 0.04563209568887535 0.015922867707466027 -0.091219854197247693 -0.0555936794224592 0.043797397082574685 0.026984502846957126 -0.1128953064814418 0.025014853722597409 0.021548575148455561 -0.0020822149357481784 0.079888635533749586 0.007386292040293136 -0.044560938105248062
leaf_weight=0.13461172126926613 0.1584177893728328 0.11045890186505858 0.12160216657503042 0.28757293550097529 0.16723375279980279 0.55774617455608577 0.588472696479584 0.228451947230497 0.46899456705432385 0.32722656046371335 1.1357393947837406 0.10991746000945568 0.30381579743698239 0.27132477094710339 0.20132876053321414 0.14762739622528898 0.22250574827194114 0.27919243568612628 3.4967522565275422 0.34413955174386401 0.48951411445159365 1.0507780072184685 1.3110180616495188 0.49474628257303155 0.6410418632440269 3.1150842043571165 64.391883148128102 0.69733372284099449 5.0942953308058332 1.2243022870970888
leaf_count=44 266 75 38 93 107 35 36 25 46 87 27 12 27 43 32 56 3 29 37 9 15 67 43 36 40 44 3081 14 95 71
internal_value=-1.85729e-05 -0.0265397 -0.00378995 0.0265165 0.000186955 -0.000192178 -0.0206572 -0.014912 0.000431693 -0.00192083 -0.0106957 -0.0529272 0.0311406 0.0130268 -0.0169259 0.0160434 0.000123873 -0.0308346 0.000404384 -0.00028184 -0.000573183 -0.000175844 0.000171857 -0.00028639 -0.0350584 0.000236195 -0.00068005 0.0105126 0.00394786 -0.00267909
internal_weight=88.1731 0.678052 0.519634 0.398032 87.4951 86.4364 2.55704 2.38981 83.8793 1.80134 1.57288 0.437144 1.05871 0.754893 0.483568 0.348956 83.3216 0.748187 82.5734 79.0766 78.8541 78.51 78.0205 76.7095 1.13579 75.5737 72.4586 8.06671 7.36938 6.3186
internal_count=4633 472 206 168 4161 3959 294 187 3665 151 126 99 202 175 132 88 3630 75 3555 3518 3515 3506 3491 3448 76 3372 3328 247 233 166
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=20 21 20 23 9 0 21 18 8 10 16 12 18 14 12 20 21 10 22 6 7 0 2 5 3 5 5 23 9 23
split_gain=0.0444008 0.102587 0.0884698 0.160815 0.130974 0.119744 0.0802668 0.094582 0.0625679 0.0874433 0.0575876 0.113396 0.0759658 0.145658 0.1354 0.118353 0.095588 0.0917178 0.105723 0.0702371 0.37433 0.158636 0.159037 0.118009 0.0776943 0.372104 0.20296 0.196048 0.337057 0.185032
threshold=49.292797572200008 19.549674911150003 47.927946529500012 -1.0000000180025095e-35 63.05903418350001 71.249517373150013 3.4893684343500007 18.324911823050005 1.9484794260000002 89.541786492700012 9.3849780538500021 355.38385496035005 17.327266398450003 366.02505068985005 172.53297924300003 44.749265482150008 0.54612131245000006 83.75622459600001 0.20852500000000004 11.085259005300001 25.688358367700005 95.746747857800017 195.72231170465002 13.153721664750002 80.785478361850011 14.47989612135 16.316541761950003 0.089045000000000027 208.34925031750001 0.11458500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 10 4 -4 -6 -2 -8 9 -5 11 -1 19 14 -14 16 -15 -16 -19 20 21 -12 -23 -21 25 -25 27 -26 -29 -27
right_child=1 -3 3 8 5 -7 7 -9 -10 -11 12 -13 13 15 17 -17 -18 18 -20 23 -22 22 -24 24 26 29 -28 28 -30 -31
leaf_value=-0.088978669716702222 0.025587496129604932 0.029538344947280006 -0.084857443878291777 -0.065117893726545903 -0.040214015596714323 0.072892214945566275 -0.10175071286585005 0.041499382088571658 0.090400942704812692 0.088551305138278857 -0.074010452685714906 0.043209588055475291 -0.10257615197691979 0.024161528241739113 0.086876636775220117 0.092257404982654181 -0.10092323091086085 -0.10076441231339761 0.094420647736705207 0.043001857311657732 -0.10363584894266629 -0.003547262571758681 0.073768203568547672 -0.00025076500185125777 0.08016154618620866 -0.10248716463228576 -0.00011738451770335946 0.053090722239818179 -0.074355476090366177 -0.0063717210222906766
leaf_weight=0.19326101994869205 0.09679896690795331 0.21931976760970429 0.16116508121194784 0.072306188551009454 0.16813528421334922 0.21114726446103305 0.27679691899174941 0.055299570626630157 0.3724802076103515 0.075900687206740258 0.23745349589080378 0.097702793784890218 0.05030210308484484 0.095098583663883574 0.49007254757452756 0.067290941253304482 0.1708536186197307 0.061960546567263464 0.050262687274425843 0.63677132190605235 0.41410085040382671 1.1818308794645416 0.34334447414221347 4.6602344907150828 0.61841642070794367 0.60079908040643193 74.897228916932363 0.57394483126699924 0.32503365015145391 0.30045405158307403
leaf_count=379 19 31 33 24 23 21 224 40 20 26 85 52 54 29 42 5 96 89 7 37 163 128 45 176 25 118 2550 46 17 29
internal_value=-1.8377e-05 -0.0260935 0.000175618 0.0288736 -0.00933756 0.0227524 -0.0545414 -0.0778972 0.0685349 0.0135802 -0.000178207 -0.0445911 -2.75513e-05 0.0275716 0.0550392 -0.0262189 -0.0561957 0.0682028 -0.0133447 -0.000348444 -0.0180795 0.00202062 0.0138578 0.000118743 -0.000214363 -0.0116259 0.000616172 0.0368239 0.00701142 -0.0704448
internal_weight=87.7758 0.648215 87.1276 1.06113 0.540448 0.379283 0.428895 0.332096 0.520687 0.148207 86.0664 0.290964 85.7755 0.985841 0.652598 0.333243 0.265952 0.602296 0.112223 84.7896 2.17673 1.76263 1.52518 82.6129 81.9761 5.56149 76.4146 1.51739 0.898978 0.901253
internal_count=4633 314 4319 147 77 44 283 264 70 50 4172 431 3741 322 192 130 125 138 96 3419 421 258 173 2998 2961 323 2638 88 63 147
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=8 15 10 21 10 7 5 6 13 13 4 9 4 13 13 13 17 9 18 23 4 6 22 6 4 4 18 13 9 9
split_gain=0.0439507 0.101316 0.119102 0.0781725 0.0723127 0.124175 0.0697329 0.108811 0.122163 0.253502 0.123199 0.0927477 0.116284 0.163673 0.0914569 0.0781611 0.12835 0.0848544 0.119692 0.200847 0.0834331 0.0755038 0.118374 0.0679051 0.169633 0.159527 0.184425 0.152089 0.123769 0.361414
threshold=1.5487913386000003 21.086216674150005 90.937096262400004 21.779899400000001 89.052487112950018 24.021206791900003 13.252098438300001 12.325287978400002 98.255079293500017 99.865465713650011 274.52314445175006 210.61272793875003 310.6261364962001 96.789869612400011 105.40368946235002 95.636521074450016 177.30738098725001 54.842324361600014 13.900697602550002 -0.16179999999999997 342.02920059975003 6.5151522255000005 0.20852500000000004 13.115306437050002 271.78757961535001 414.02602702375003 17.142803710550002 98.405632948800005 215.63980588275004 217.47560379410001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 11 -10 14 12 13 -2 -11 16 20 18 19 -17 -8 -14 -23 24 -19 26 -26 -27 -25 -30
right_child=6 -3 -4 -5 -6 -7 15 -9 9 10 -12 -13 21 -15 -16 17 -18 23 -20 -21 -22 22 -24 28 25 27 -28 -29 29 -31
leaf_value=0.063776436559548719 -0.10075023145209124 -0.1012220074897557 -0.10067962702525875 0.10050321965245337 0.048975754936148599 -0.07726764000724351 -0.071612533315380325 -0.080848887678012293 0.089476489048791782 -0.10207197450468307 0.046508467965414191 -0.10105827077875978 0.079682125293670455 0.0093469867187012477 0.025972896870857631 0.082991979013649075 -0.10174272726962352 -0.0029124638577822828 0.095938637742160673 -0.10228995379757488 0.075192075371234846 -0.1016771291819687 0.077367060385483646 -0.00034915690960945312 -0.092497121422123685 0.091035740733745124 0.035583067786588152 -0.048848657804608564 0.084658335410978725 0.0028618634465672112
leaf_weight=0.090223990204321036 0.17411173203515751 0.13830347028050483 0.11248850477625183 0.084914257749915123 0.16500776617613155 0.20255337115668226 0.063088575363507426 0.10902521573007096 0.59758872520251294 0.16045533189753769 0.21165007804665947 0.08373987784170811 0.28302668852006718 0.60152609158831183 0.085508495569229126 0.12078787264181301 0.19473202337530893 5.5168083863682105 0.22018452671909472 0.11346483619126857 0.10019795240805252 0.070933157767285593 0.077023060483043082 73.361900529523609 0.64530428594480305 0.14152926456881687 0.13614145276369527 0.17240728971228236 0.67544202385033658 2.6973639621792245
leaf_count=26 267 134 281 7 42 170 36 5 35 63 47 141 89 20 9 13 73 242 9 29 21 34 9 2471 100 10 12 35 28 175
internal_value=-2.01815e-05 -0.023448 -0.00703069 0.0123805 -0.00396535 -0.0338027 0.000194446 0.0168089 0.0213482 0.046585 -0.00942622 0.000710645 0.00777344 -0.0153671 -0.0575576 -0.000290131 -0.0469149 -9.09391e-05 0.0430033 -0.00675291 0.0184716 0.0494194 -0.00847029 -0.000325905 -0.0100496 -0.045995 -0.0701833 0.0142142 0.000511978 0.0192425
internal_weight=87.4074 0.793491 0.655188 0.542699 0.457785 0.292777 86.6139 2.45459 2.34556 1.0552 0.457614 1.29036 1.20662 0.775638 0.245964 84.1594 0.358019 83.8013 0.454437 0.234253 0.163287 0.430983 0.147956 83.3469 6.61219 1.09538 0.781446 0.313937 76.7347 3.37281
internal_count=4633 660 526 245 238 196 3973 719 714 154 119 560 419 287 72 3254 130 3124 51 42 57 132 43 3073 399 157 112 45 2674 203
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=3 5 21 18 7 15 21 19 16 12 2 22 22 13 3 2 7 22 0 3 6 21 18 22 20 22 22 0 5 20
split_gain=0.0411405 0.104359 0.134328 0.108388 0.0926787 0.0759059 0.0729479 0.359484 0.532744 0.275214 0.103212 0.118822 0.220015 0.0956329 0.136369 0.128811 0.0984626 0.144602 0.0981416 0.478642 0.369981 0.615279 0.266315 0.260219 1.08462 0.617015 0.383243 0.270233 0.251081 0.193597
threshold=103.28787291370001 29.110986871100003 13.367933388000003 11.890615410500002 19.729453620400005 21.881081380950004 15.833449912500003 14.351157895250003 22.594947163200004 118.69549532925002 105.39281967610002 -0.156745 -0.047144999999999999 95.636521074450016 73.913779380400015 203.29256851545003 24.573979631000004 -0.045684999999999996 87.261973998100004 91.996348765800022 16.355382140900002 12.575665986150002 13.546420092050001 -0.053874999999999999 41.444941515100005 -0.043559999999999995 -0.064729999999999996 86.036037090600004 22.958759589950002 43.477771593600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 13 8 9 -8 -11 -12 -13 14 15 -6 -17 -18 20 -20 21 29 -21 26 25 -25 -22 -26 -28 -15
right_child=1 2 -4 -5 6 -7 7 -9 -10 10 11 12 -14 18 -16 16 17 -19 19 22 23 -23 -24 24 27 -27 28 -29 -30 -31
leaf_value=-0.012212017266128375 -0.10100514383169945 0.058304314585383779 -0.1025424693598178 -0.061260871135247044 -0.10104195921564639 0.074354924573763512 -0.10756655535604667 0.062805475346509501 -0.10998963806252995 0.1024340040158726 0.054768338531607987 -0.084597349474103564 0.023810274419712868 -0.10760440312850519 -0.091663799092309609 0.070229560853856537 -0.10054463854034153 0.033733873000944596 0.00096349438656377422 0.10305570698938012 2.1478465340843709e-05 0.033858592674552102 0.017869751481680903 -0.06540414746653915 -0.028291653775904719 0.014305496016038841 0.010603716386454893 -0.11896391409977165 0.090393384876886709 -0.016402282019634225
leaf_weight=0.15262486752794657 0.14183854002749186 0.26985214439264382 0.10648884729744168 0.10544338994623104 0.1203882295513371 0.30115787050453946 0.16861427314870514 1.0542874159509663 0.41699271695688356 0.16111647337675084 0.58015870704184647 0.24487647452906458 0.79499653741731846 0.99206781655493503 0.27502586281502772 0.19416347868354933 0.13244064168236491 0.20330833329762754 42.583116294597858 0.7097463023092121 25.824944647407392 0.63634700654074539 0.75994852790609002 1.1787427822127936 0.46775233667722194 5.5134405187054636 0.78301224578172213 1.1056103444570906 0.79461339017143473 0.30409202233568067
leaf_count=37 266 99 38 69 420 33 12 32 11 3 66 100 32 80 238 22 260 113 1747 19 539 18 30 19 72 94 20 32 21 91
internal_value=-1.92238e-05 -0.0256117 -0.00341572 0.0247112 0.000165385 0.0452391 -7.24491e-05 0.0142367 -0.00739866 0.0145423 0.0261019 0.0185104 -0.0017183 -0.000665241 -0.0326328 -0.00766732 0.013546 -0.0192341 -0.000302974 0.00289998 -0.00405554 -0.0466714 0.0590078 -0.0017466 -0.0172987 0.000265658 0.00294444 -0.0920075 0.0507919 -0.0862075
internal_weight=87.0772 0.623623 0.481784 0.375296 86.4536 0.453783 85.9998 3.42104 2.36676 1.94976 1.78115 1.62003 1.03987 82.5788 0.925327 0.650301 0.529912 0.335749 81.6534 44.0528 37.6006 1.93251 1.46969 35.6681 8.26555 6.69218 27.4026 1.57336 1.57763 1.29616
internal_count=4633 472 206 168 4161 70 4091 256 224 213 201 198 132 3835 1053 815 395 373 2782 1796 986 189 49 797 217 113 580 104 41 171
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=8 22 22 2 8 8 9 9 16 2 22 19 20 22 6 3 20 6 8 9 8 20 7 20 4 23 18 16 7 21
split_gain=0.0434366 0.164782 0.201473 0.221838 0.0960425 0.111409 0.062016 0.149066 0.0822012 0.0790108 0.119713 0.0691805 0.241012 0.297333 0.316371 0.311998 0.214225 0.35505 0.244824 0.211381 0.2093 0.160872 0.229203 0.340714 0.0893673 0.417874 0.140462 0.239347 0.150428 0.308251
threshold=8.8430989333000021 -0.088039999999999993 -0.13734499999999997 67.992056490600007 8.9430209551500024 9.6424751081000029 223.65407503400004 225.52448794050002 18.044957803000003 361.99740083035005 -0.038374999999999999 14.451165964200003 42.081757894750005 -0.027754999999999998 16.265380038000004 92.90235915575002 41.542492784600007 16.555386813950005 8.4434108459500017 180.48474949425002 8.3434888241000014 43.426369480700011 23.960918281000001 42.720329370750001 371.16724128940001 0.087125000000000022 14.170404054850001 22.654947022900004 24.969848459100003 7.515317457250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 9 -8 -9 11 -11 24 13 14 -13 -15 18 -18 19 -16 -21 22 23 -14 -1 26 27 -26 -28 -30
right_child=1 4 -4 -5 5 -7 7 8 -10 10 -12 12 21 15 16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.00024577139761696175 0.037694588629372576 0.018733980530653338 0.033229577760125757 -0.082014365391075761 -0.089029426378848642 -0.0018824671302646277 0.075622419893842024 -0.071973646717619258 0.032583881969612219 -0.083688115953987355 0.027472344732983673 -0.049425777739646751 -0.01448566577549301 0.096774936677598788 -0.024666822158331301 0.016810361697386849 0.084373318726589971 0.0017979885973696758 -0.017426763123793591 0.077735589324322535 0.010335380511028114 0.02930539951199598 0.0058318562602829955 -0.10815659725730041 -0.076806042767903232 -0.082248381408044705 0.056006288408357766 0.092598579105585388 -0.098061385995563521 0.042789135973199215
leaf_weight=66.22759881519346 0.24652306706411753 0.17513592098839481 1.0285705162386878 0.41608453387743793 0.50862701773075969 0.20615253170399228 0.34888206812320177 0.15255567243093537 0.14827046205755323 0.26609287012604455 0.15235139965488897 0.91296719666570236 1.0145214911790388 0.81273105973377768 0.6284418469294909 1.2209083060733972 0.9704202827997509 1.1235873121768234 2.8885162254300667 0.88069544499739982 0.96618244599085301 0.65426579480117641 1.3018308702157808 0.6291040190408238 0.37923032131766321 0.74708511806198874 0.68452597444729668 0.10691537032835186 0.25120276673010267 0.40731632408278529
leaf_count=3070 19 11 34 38 61 41 22 111 26 93 40 31 34 28 9 28 41 9 54 30 43 32 35 37 80 130 108 14 176 148
internal_value=-2.45636e-05 -0.012802 0.0055267 -0.0374767 -0.0476336 -0.063895 0.000368633 0.0311441 -0.0204396 0.000128384 -0.0432157 0.00034741 0.00675409 0.0144705 0.00613821 0.0487677 0.0129402 0.0400657 0.00235057 0.0254293 0.0424756 -0.015549 -0.0255124 -0.0503386 -0.000956591 -0.0192294 0.00650901 -0.0395498 0.023181 -0.0109406
internal_weight=86.4573 2.58109 1.69118 0.662608 0.889915 0.71478 83.8762 0.649708 0.300826 83.2265 0.418444 82.808 14.0042 10.4045 8.37081 2.03364 7.45784 2.09401 5.36384 2.47532 1.84688 3.59972 2.94546 1.64363 68.8039 2.57628 1.82919 0.486146 1.34305 0.658519
internal_count=4633 204 91 57 113 102 4429 159 137 4270 133 4137 411 273 217 56 186 50 136 82 73 138 106 71 3726 656 526 94 432 324
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=5 21 17 10 23 22 18 5 12 7 22 6 2 15 8 22 20 21 23 9 18 17 16 13 23 23 21 23 21 10
split_gain=0.0418211 0.124106 0.100022 0.0945188 0.0775624 0.0984958 0.0746213 0.0930211 0.0758275 0.0709512 0.107235 0.0727433 0.0678486 0.0530684 0.144294 0.0546419 0.222451 0.338435 0.306966 0.250509 0.240818 0.279863 0.238438 0.226639 0.218728 0.215861 0.308465 0.171888 0.165807 0.119334
threshold=7.754880527600001 8.8671606832000016 201.39543491635001 90.679004281900021 0.074735000000000024 -0.15962499999999999 17.327266398450003 14.47989612135 172.53297924300003 26.826254787300005 -0.086139999999999994 13.185308072600002 250.17063008210002 16.223386011700004 2.5480115570500002 -0.11534 40.986363433950011 3.1734339793000008 0.093955000000000025 199.39609444495002 14.741741751300003 202.72018094520004 22.644947046300004 117.73026999045001 0.084565000000000015 0.079470000000000027 5.6808520270500003 0.084065000000000015 7.961078016750001 70.128430332750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 13 8 -8 -10 11 -11 -12 14 -2 16 20 27 25 -20 21 22 -15 -24 -22 -19 -27 -18 -28 -26
right_child=6 2 -4 -5 5 -7 7 -9 9 10 12 -13 -14 15 -16 -17 17 18 19 -21 24 -23 23 -25 29 26 28 -29 -30 -31
leaf_value=-0.10081758875801682 0.039023585578180579 0.078090668790547768 -0.1016851475078473 -0.10087896206826599 0.05810825083554097 -0.10044835471937255 -0.10264446850292036 -0.10088590589387619 0.083379281965984819 -0.079833802453124478 0.082759948751258972 0.10093413699159862 -0.0079322690708425788 0.00074375733107142044 -0.075598178202779961 -0.001176522590849666 0.0098199891669447734 -0.0030217614010664053 -0.08831605003764928 -0.0015943938300741721 0.037025790626169945 0.062748916218941964 -0.10959101688932514 0.014820334413600547 0.0055618652439493477 0.0072356298875979929 0.096859364532939377 0.087213341593002883 0.030859435354666689 -0.086599186908629375
leaf_weight=0.1629890461355491 0.1734876183400037 0.20722122697770828 0.08170212015056677 0.056726851978964987 0.084993948621558957 0.072681920595641714 0.03718836018674565 0.051983755443870905 0.28610746446065605 0.12784340930738836 0.23598037985721021 0.026954943314194679 0.12682212024355977 4.2998631543387082 0.29931177585922342 68.036778067287742 0.42244044158723937 2.9451540754253074 0.53756500664167084 0.87573306926060468 0.23686814703978576 0.63644960889359925 0.40727684574085277 0.22861861297860742 0.17081173876067623 1.9382569554436488 0.84722756003611699 0.89487014812766574 0.69116780150216073 0.79167481540571316
leaf_count=482 44 37 82 73 14 100 112 21 22 128 55 1 33 286 178 2087 46 309 40 33 31 23 26 30 8 136 28 40 43 85
internal_value=-2.12437e-05 -0.0249769 -0.000417867 0.0192057 0.037874 -0.0149797 0.000173635 0.0289311 0.0369563 0.0434158 0.0213257 -0.0483568 0.0510574 -0.000130473 -0.0335392 5.76577e-05 0.00533082 0.0154972 0.00761241 -0.03458 -0.00841006 0.000338986 -0.00770857 -0.0648624 -0.0490582 0.016898 0.0337726 0.0623945 0.067207 -0.0702434
internal_weight=85.9928 0.666315 0.503326 0.421624 0.364897 0.157676 85.3264 0.89288 0.840897 0.803708 0.517601 0.154798 0.362803 84.4336 0.472799 83.9608 15.924 9.15242 7.8351 1.4133 6.77156 5.57221 4.93576 0.635895 1.19935 6.42181 3.47665 1.31731 1.5384 0.962487
internal_count=4633 788 306 224 151 114 3845 372 351 239 217 129 88 3473 222 3251 1164 675 589 73 489 365 342 56 124 516 207 86 71 93
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=8 15 16 23 21 5 8 13 13 21 22 4 21 20 5 21 22 0 5 14 21 9 22 20 10 20 20 22 13 17
split_gain=0.040691 0.0854801 0.0980678 0.090578 0.071139 0.0577117 0.0924529 0.103944 0.260017 0.124126 0.0849009 0.12295 0.102495 0.0757229 0.0713096 0.0644461 0.0556686 0.0546874 0.260575 0.179771 0.184913 0.18616 0.122039 0.10834 0.137855 0.0749691 0.554391 0.253889 0.479698 0.230421
threshold=1.5487913386000003 21.086216674150005 14.184966829400002 0.074735000000000024 8.8671606832000016 13.252098438300001 8.0437227585500022 98.255079293500017 99.865465713650011 5.5614473604500008 -0.21563499999999999 404.75570863780007 3.2871511629000003 41.444941515100005 5.5330946193500008 1.9176293050000004 -0.15580499999999997 97.886760529650019 16.316541761950003 171.34954718425004 8.2961335722000005 219.19610828025003 -0.076544999999999988 41.935569238650011 76.279622535200005 38.474425342400004 38.751720283100006 0.18839000000000003 117.55283175385001 178.50558947615002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 10 -9 13 -2 12 15 -10 -14 -12 -6 18 22 -19 -21 23 -7 -22 -25 -20 -27 -28 29 -29
right_child=5 -3 -4 -5 16 17 -8 8 9 -11 11 -13 14 -15 -16 -17 -18 19 25 20 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.10059415741174881 -0.10160153374108945 -0.10106098957308765 0.077232633359061179 -0.087056010551207097 0.093369571102142446 0.013168476996092613 -0.075057184527146881 0.090101933675834439 0.08179411062011642 -0.082505712091572092 -0.0036164184292742001 0.084360335135086006 0.061788905913506213 -0.028714984153712403 -0.10068579847749698 0.074906809904528235 -0.0096493967751795674 -0.1021700607668526 0.0079595476066553952 -5.1629776740567539e-05 -0.10257670204207943 0.050278011027033588 0.086633393076546494 -0.10133549563485388 0.04103459579691638 -0.090319485446931538 0.00047780020353119739 0.013018011074367534 0.076235724734841082 -0.10844671589333604
leaf_weight=0.050132473740176375 0.076079208687474753 0.12003175482374218 0.10850657197102009 0.16623500168299188 0.087309321756038116 0.41054794262163341 0.10614908398406431 0.54781588424702921 0.13113616947885021 0.16408440302075178 0.60229999272973989 0.17541864879262903 0.032653296648277319 0.11762060019827913 0.15639355019220602 0.12646674735151464 0.13139005013454153 0.19895407264993892 10.003643728115092 6.4766595006512944 0.42948151750897512 0.15370596561842831 0.50335623393766482 0.12240365087927785 0.15305461568641476 0.69277934249839646 62.433566934100782 0.20151721898946451 0.24720433543552645 0.69417700346093625
leaf_count=110 135 134 45 322 17 25 46 31 27 59 105 50 9 26 193 38 32 53 506 301 76 33 39 36 15 30 2046 22 14 58
internal_value=-1.83312e-05 -0.0246847 -0.00781926 -0.0290314 0.00684876 0.000174339 0.0160267 0.0205659 0.0449381 -0.0149917 0.000542769 0.0076511 -0.00701008 0.0295417 -0.0726222 0.0100101 0.0314779 -0.000254181 0.000559745 -0.00837662 -0.00583268 -0.0494384 0.0536312 -0.0711807 -0.0222295 -9.32815e-05 -0.00134672 -0.000377204 -0.0470838 -0.081119
internal_weight=85.6208 0.663605 0.543573 0.435067 0.268832 84.9572 2.23612 2.12997 0.960657 0.412841 1.16931 1.09323 0.917814 0.248757 0.189047 0.728767 0.218699 82.7211 75.1868 7.53426 7.33531 0.858646 0.913904 0.70494 0.275458 74.2729 64.2692 63.5765 1.1429 0.895694
internal_count=4633 660 526 481 159 3973 719 673 143 112 530 395 345 53 202 143 49 3254 2740 514 461 160 64 127 51 2676 2170 2140 94 80
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=17 5 9 19 16 16 4 10 21 12 23 13 23 15 6 22 7 4 5 23 23 20 17 5 5 15 20 0 14 5
split_gain=0.0454434 0.0997402 0.0485327 0.0482687 0.241269 0.397296 0.21593 0.207796 0.214512 0.19849 0.308108 0.307255 0.157247 0.152024 0.148678 0.174175 0.131626 0.120227 0.504498 0.483575 0.344103 0.322992 0.274838 0.23046 0.193508 0.203159 0.158673 0.144324 0.142619 0.121865
threshold=162.04221493815001 28.543718473100004 38.283670303850009 12.851036860900001 17.874958200600002 16.874960539000003 143.58239362595003 72.62331947780001 5.7892729308500011 211.51213392550002 -0.091114999999999988 102.83621194775002 0.086255000000000026 26.384523135650003 11.085259005300001 -0.15734499999999998 19.627338137150002 309.25865594525004 21.363989181350004 0.11636500000000001 -0.25098999999999999 41.685324604100011 205.45998821870003 22.533652790000001 23.195398057700004 44.732387748900003 42.654057868200006 85.121961326250016 300.29716420680006 31.373072367600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 17 12 10 16 13 -9 -11 15 -12 -8 28 21 20 -20 22 -19 26 -25 27 -22 29 -5 -26
right_child=3 -3 -4 7 -6 -7 9 8 -10 11 14 -13 -14 -15 -16 -17 -18 18 19 -21 23 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.07073417831807037 0.10333688461225524 0.036609570191139119 -0.10190117350278871 0.0005518968098316429 0.071176782647429021 -0.1023583815423313 0.069856389750884845 -0.088631279835906115 -0.092978557216008742 0.01363381064527228 0.026331692642326921 0.080174965550023097 -0.0029534795349085729 -0.10195730396635559 0.0034398689794066443 -0.10359378622381191 -0.11872349069077293 -0.10215393744116848 -0.10711690144844276 -0.11144327619228478 0.018943509190453286 -0.10263913816333968 0.059281812671389746 -0.045417377026926137 -0.10343131231593206 0.0028717234213877685 0.10287190844977559 0.10158866425451121 0.027320444397205414 0.073101053910874444
leaf_weight=0.018081987761432994 0.221596583956848 0.10791539959063812 0.16381666321080957 58.000144630997966 0.5350888220427813 0.35059167417057402 0.042242241897835764 0.25062247764435541 0.44924332873051742 1.6480846395800193 0.16348917852064915 0.80479515845217964 1.474541828385554 0.12221675542582477 10.71035393235479 0.27970703226344618 0.2989670403898117 0.16525855335930717 0.25201129845663661 0.36534842150285829 0.47723222654894915 0.88723597493662965 0.2914286591403652 0.69188579369802017 0.075694287457736542 3.4142740314746334 0.42664343656178971 0.38604286033660173 2.0610674518102305 0.080897924810415134
leaf_count=35 3 78 270 1544 18 127 12 76 160 666 111 58 86 35 370 228 196 30 38 14 34 86 35 39 25 174 13 14 26 32
internal_value=-2.33458e-05 -0.0395542 -0.08474 0.000111554 0.00522233 0.00281204 0.00539204 -0.00100052 -0.0314283 0.00384943 -0.00177231 0.0289438 -0.0154003 0.00565372 0.00109124 -0.055666 -0.095377 -2.14282e-05 -0.0119468 0.000146375 0.00716986 -0.067467 0.000864065 0.0123568 0.00337364 0.011905 0.058559 0.0687426 0.00147049 -0.012232
internal_weight=85.2165 0.289814 0.181899 84.9267 15.1771 14.642 14.2915 69.7496 2.17441 14.0699 11.4948 2.5751 1.72516 1.7703 11.1536 0.443196 0.341209 67.5752 7.51395 6.17003 5.80468 1.34392 0.456687 5.55267 4.64879 3.95691 0.903876 0.542635 60.0612 0.156592
internal_count=4633 383 305 4250 1824 1806 1679 2426 322 1676 917 759 162 701 709 339 208 2104 534 383 369 151 65 331 284 245 47 71 1570 57
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=3 9 3 22 17 7 6 16 18 3 21 19 0 10 10 21 19 0 9 19 22 18 18 0 21 4 16 6 10 17
split_gain=0.0433669 0.133327 0.401855 0.248001 0.185226 0.180211 0.21299 0.165529 0.162631 0.153711 0.142103 0.112249 0.104544 0.101993 0.0908491 0.0868121 0.0773347 0.106057 0.533243 0.330003 0.13322 0.121848 0.174536 0.128753 0.124271 0.298917 0.167748 0.158819 0.185157 0.124106
threshold=93.883646373400012 187.45330412110005 94.227769014100019 -0.074029999999999999 188.85216786605002 22.435297587800004 16.575387281250006 21.074950717600004 12.947178517500001 93.905154038450021 1.6974749567000003 14.551174033150001 85.769879735700016 57.772276765200012 61.821094709650005 2.8426267373000003 14.651182102100002 85.990333302400003 191.61296531520003 14.451165964200003 -0.090369999999999992 13.075178189100003 13.122774073950001 86.420486603250012 16.639784844150004 250.04947801505003 22.594947163200004 13.400313096150002 84.92839234085001 174.14321222100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 10 4 8 11 -7 -5 9 -2 -3 13 -1 -4 -14 -8 17 18 19 -16 -20 23 -23 -19 -24 -26 27 28 29 -27
right_child=1 2 5 7 -6 6 15 -9 -10 -11 -12 -13 14 -15 16 -17 -18 21 20 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.023494772257164467 -0.10791643790335484 0.0084284240036635646 0.014999035117358034 -0.056681980621122265 0.051862561487135875 0.087780415411100626 0.027761047855886546 0.092654827832446537 -0.088942444401057766 -0.0026878523539794856 -0.10406738535492227 0.00043400837946867788 -0.051848192213620137 -0.10327460797157012 -0.103655707911676 -0.10238922346308343 0.019357882068162871 0.038004887926115644 0.024415030687955419 -0.015188551175483601 -0.0084724346582936687 -0.062909106828033856 0.00094383480581498652 0.0017211378799709357 -0.10063770981495575 0.062235083814758611 -0.1107422753533349 0.10224942708885017 0.068987603113760843 -0.10152263140556897
leaf_weight=1.9490738293388847 0.14629564806819084 0.13541062828153405 0.10256230784580089 0.089440244798423829 0.47586661462628388 0.39938647235976521 0.10203637590166181 0.43626391360885464 0.2723118222679658 2.7149283589747029 0.65754359355196357 0.67284641187870875 0.33593628519156382 0.25219670690785279 0.87292875093407818 0.10296600763103925 2.0648099049576549 1.772889964631758 1.9466449904139151 0.81562012108042836 3.3537546719016973 0.43945580278523166 61.212663945733709 2.1812379767543462 0.41060475511767325 0.060724942246451974 0.10552843660116196 0.18870563537348062 0.18416990646255726 0.19455053134333866
leaf_count=34 5 8 10 172 27 19 22 19 109 382 103 35 14 53 32 20 41 20 21 29 44 15 3159 51 40 13 2 7 39 88
internal_value=-3.02401e-05 -0.00783949 -0.026456 0.00307776 -0.00626848 0.00191985 0.0452496 0.0672475 -0.0150964 -0.00806824 -0.0848568 -0.0235646 0.000625793 -0.0690812 4.03816e-05 -0.0376092 0.000270332 -0.000264146 -0.0119845 -0.0609234 0.00360594 0.000963007 -0.000109106 0.0179895 0.000333472 -0.0323175 0.00591807 0.0255168 -0.00743351 -0.0625679
internal_weight=84.6494 6.56006 2.42495 4.13511 3.6094 1.63199 0.604389 0.525704 3.13354 2.86122 0.792954 1.02761 78.0893 0.354759 76.1402 0.205002 75.8043 73.7395 6.98895 1.68855 5.3004 66.7505 62.7964 3.95413 62.3569 1.14428 0.733679 0.628151 0.439445 0.255275
internal_count=4633 984 270 714 523 159 61 191 496 387 111 98 3649 63 3615 42 3601 3560 126 61 65 3434 3363 71 3348 189 149 147 140 101
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=23 23 22 23 16 0 5 22 21 22 20 7 6 22 22 23 23 6 13 6 21 17 19 10 23 3 17 17 23 2
split_gain=0.0432908 0.326142 0.172792 0.162594 0.341444 0.144238 0.145607 0.140783 0.160862 0.222051 0.156541 0.13535 0.132819 0.0975585 0.297244 0.159676 0.532296 0.177528 0.129228 0.180535 0.154009 0.123559 0.117383 0.0961534 0.187804 0.152927 0.162186 0.396631 0.204765 0.170673
threshold=0.11296500000000002 0.11768500000000003 -0.02903 0.11071500000000002 22.624947093000003 87.380266155850009 19.327153142150006 -0.053874999999999999 12.489184206400003 -0.237895 41.289992964000007 24.277136467000002 15.825369757250002 0.15684000000000003 0.12419000000000002 0.094595000000000026 0.083395000000000011 15.400359826950002 111.38282034450002 14.905348261050003 7.7895855139500005 198.39433209390003 11.950964240300001 61.987779113750001 0.10385500000000002 92.695347879750017 187.52613723835003 185.54770736950005 0.097645000000000023 188.61740261325005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 7 13 -5 -4 -7 8 9 -3 12 -2 -11 14 23 16 17 18 19 20 -15 -18 -22 24 25 -1 27 -27 29 -28
right_child=1 2 5 4 -6 6 -8 -9 -10 10 -12 -13 -14 15 -16 -17 21 -19 -20 -21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.056979891702250908 0.077919777594746886 0.04671609706473337 -0.017660163777308859 -0.086636558236316913 0.016945879138027167 0.0098739322130747403 0.056699013880477989 -0.042225853451172024 0.015701770995443468 -0.10634267235846753 0.000440599178030669 0.011775037044588314 -0.034186082148819456 -0.070057910979168678 0.081508246494272921 0.0038482874700883235 -0.10609287497471619 0.081797562401405066 -0.11289241623209578 0.10176618173937552 -0.044042582135689838 -0.021195256917105471 0.097223516899776805 0.0017256140515661358 -0.061170451509944185 -0.006052993927451825 0.017302794269836507 -0.10482754090573086 0.057122856827558355 -0.019821948177655174
leaf_weight=0.54073071513266491 0.80958727577671996 0.37463137738814012 0.97298097056045607 0.65502377921393307 0.6189359292620793 1.8271951714731929 1.0432544313371179 1.2055105581803216 2.1548077147017466 0.41014417473236642 0.65518551738932718 0.50068754925268877 0.67481112270615995 0.29590529656161313 0.45159803005958465 2.2014327957019759 0.77899482255497776 0.28375867079012096 0.10642296180594712 0.15188669366762042 0.10177149719311274 0.21979769940833194 0.13937419196008705 57.032452026385357 0.64032918657176274 3.0772863021661565 2.7913353001058567 0.46841567253795791 0.74178873212076712 2.2257707592798397
leaf_count=22 31 27 27 38 7 54 11 16 39 45 14 35 14 89 46 67 104 19 7 5 31 31 13 3111 20 524 52 19 14 101
internal_value=-3.578e-05 0.00592957 -0.000638975 -0.000898156 -0.0363124 0.0156137 0.0268923 -0.0120481 -0.00352744 -0.0231207 -0.0381557 0.0526443 -0.0614633 -0.000273699 0.000648336 -0.0149186 -0.034801 0.0138919 -0.0103346 0.00550789 -0.0217155 -0.08741 0.0376045 0.0001075 -0.00869357 -0.00528053 -0.00227606 -0.0191019 0.00808347 0.000832908
internal_weight=84.1518 10.6288 9.31852 73.523 1.27396 3.84343 2.87045 5.47509 4.26958 2.11477 1.74014 1.31027 1.08496 72.2491 67.9697 4.27934 2.07791 1.07912 0.795361 0.688938 0.537051 0.998793 0.241146 67.5181 10.4857 9.84533 9.3046 3.5457 5.75889 5.01711
internal_count=4633 313 247 4320 45 92 65 155 139 100 73 66 59 4275 3909 366 299 164 145 138 133 135 44 3863 752 732 710 543 167 153
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=8 22 9 21 9 3 8 5 20 0 23 3 3 21 4 22 14 6 2 20 6 20 15 15 16 3 21 4 18 13
split_gain=0.0392091 0.137782 0.184082 0.0894539 0.104353 0.0718722 0.0536441 0.111725 0.0575299 0.210882 0.172867 0.141854 0.302675 0.0806674 0.196532 0.0794014 0.0758437 0.11297 0.0726588 0.0686087 0.170192 0.408046 0.353471 0.366749 0.246711 0.559805 0.535599 0.2219 0.226633 0.193972
threshold=8.8430989333000021 -0.088039999999999993 203.09362050815002 4.4218562789000009 216.72927494925003 93.017962855400015 8.7431769115000026 21.990725385850002 36.558960102350007 89.861713010250014 0.085855000000000029 88.974521827200007 85.923121849150007 0.49227235280000009 325.36462540085006 0.26597500000000007 272.02763708760006 11.945279099550001 312.25197865035005 40.300545846000013 16.285380505300001 40.099856909850011 35.929665612950011 35.293770423450006 19.154955207400004 85.589753040950015 6.5613067478000007 143.58239362595003 15.957401718700002 113.98793627290001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -4 8 -8 9 10 15 12 13 16 -15 18 -11 -18 -1 20 21 22 23 24 25 26 27 -10 -29 -24
right_child=1 3 5 -5 -6 -7 7 -9 19 11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10269765632855321 -0.059243140319922422 -0.071350530417066099 0.055422650670103296 -0.10200281949490503 0.011081706027664928 0.0051784112201078 0.02809572996641567 -0.0064230552232314069 0.10414808468213857 0.013933983831419462 0.096525120284783772 -0.034834232396053481 0.068298597647953638 -0.10305607429071427 0.095322730043173709 0.10043780213182914 -0.0049040522129734157 -0.10535990068128083 0.096320700223386416 0.00088926981703915913 0.0063237148975666853 -0.086056331672461545 -0.10629206642867579 0.08903623234838251 -0.044632050069189598 0.075297221550023816 -0.083570316397580779 -0.0096433297253044406 0.050754488887040927 -0.011753596155788474
leaf_weight=0.096962408068974493 0.35474384480767218 0.28232963877962802 0.43105220686993539 0.21028628250132897 0.33674032565068046 0.83853313935105689 2.0100245483918111 1.7574937140889231 0.19983205944299154 1.4723494860618034 0.45502657620818354 0.81969125103205431 0.72965332966123231 0.21087424741790517 0.065436075308639374 0.038274873979389668 0.50793374908234046 0.14359450305755672 0.022624704986810684 54.278850994111849 6.8951362412662993 0.72655280734579797 0.54369981872150752 0.41244451794773418 1.4931962775299332 0.87215382104977823 0.86049142449519411 5.5622157933412382 0.69938818781503176 0.36122047947719693
leaf_count=129 18 28 26 57 28 47 34 38 2 128 58 11 28 68 29 3 116 16 6 2890 152 58 51 9 53 46 150 157 184 13
internal_value=-3.55321e-05 -0.0124899 0.00444256 -0.0456529 -0.0265119 0.0222374 0.000340649 0.0119932 -0.000226055 0.0106675 0.0652438 0.00219831 0.011897 -0.00524903 -0.0560758 -0.0249227 0.00136338 -0.0270442 -0.0650453 -0.000907774 -0.00614453 -0.0134729 -0.00868073 -0.00331611 -0.00724809 -0.000435662 -0.00945661 0.000413366 -0.00289721 -0.0685548
internal_weight=83.6888 2.45369 1.62433 0.829356 0.61907 1.26959 81.2351 3.76752 77.4676 4.56242 0.612889 3.94953 3.12984 2.40019 0.27631 0.157862 2.12388 0.651528 0.119587 72.9052 18.6263 11.7312 11.0046 10.0997 9.68728 8.19408 7.32193 6.46144 6.2616 0.90492
internal_count=4633 204 91 113 56 73 4429 72 4357 592 196 396 385 357 97 138 260 132 135 3765 875 723 665 601 592 539 493 343 341 64
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=5 5 22 15 15 20 22 21 16 21 22 20 23 9 7 20 20 23 23 18 10 22 20 23 23 22 17 17 20 0
split_gain=0.0390047 0.147087 0.383659 0.119003 0.179271 0.174341 0.126371 0.238872 0.385901 0.356034 0.292205 0.239346 0.181018 0.359592 0.174989 0.201444 0.233321 0.171191 0.169564 0.261417 0.201907 0.215025 0.583415 0.172904 0.214107 0.169742 0.162152 0.260611 0.150286 0.141269
threshold=23.714185006400005 23.195398057700004 -0.06828999999999999 42.33967733730001 41.54912092575001 41.808689985400001 -0.095854999999999996 6.7841715403000018 22.624947093000003 6.3374497763500015 -0.09715 39.476991512000005 0.090465000000000031 193.24048816455004 23.209106085000005 40.00488309970001 42.580420142950011 -0.25587999999999994 -0.25420999999999999 13.921859755900002 61.917879202350001 -0.088465000000000002 42.527280425250005 0.089505000000000015 0.08729000000000002 -0.06828999999999999 186.18082682465004 190.68993848360003 44.952171034750002 97.32487278035002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 9 11 10 12 -9 17 -14 26 -16 -17 -1 19 -8 -20 22 23 24 -22 -21 28 -28 -13 -15
right_child=-2 2 -4 5 -6 -7 18 8 -10 -11 -12 14 13 29 15 16 -18 -19 20 25 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10443494946214248 -0.0061684318525312629 -0.0029150010089922522 0.074493343114614988 0.013077140490745987 0.024585362216095599 -0.069546408770135168 0.10175157970854737 -0.073247774282386852 -0.090346953671957816 0.091146664974210104 0.0991869743055038 0.095506589724313667 0.089125320058030782 0.022170214365992896 0.092776242477130538 -0.071123280041143086 0.0027133666353677515 -0.00058873958310485391 -0.038507383332606726 0.064149386378515194 -0.019027912100707502 -0.00073053361333996454 -0.095435383711652999 -0.034381027249809189 0.044447327055324885 -0.073305400927864181 -0.033639695668526662 0.055738987258660236 -0.0075714492051536797 -0.016810292827644974
leaf_weight=0.16233072032957707 9.2163004785520553 1.9215671422643938 0.96023751894244824 0.45065294491359853 2.9204228160087942 0.58938459827913903 0.38189575541763687 0.43139540054380532 0.56389041990041722 0.56119848308026199 0.35571755645104808 0.48505554609801116 0.68215968917311887 3.3550125209294492 0.15674041723832477 0.69084809578271222 1.1246854440989862 7.1864355994487985 1.6510803886849448 0.15369635590468533 1.0778708987636418 41.871218154999504 0.90739836729335355 1.2688767259504627 1.0481428252521707 0.2162367075070506 0.74463729446870253 0.58059346572554205 0.19966846990155318 1.2861205096272668
leaf_count=45 940 69 44 33 39 21 11 73 22 38 11 17 78 56 7 88 296 633 42 12 23 1628 62 38 20 54 29 30 72 102
internal_value=-3.38204e-05 0.000730366 0.022878 -0.000167274 0.000331166 -0.0337453 -0.000723785 0.00629355 -0.012448 0.0131584 0.00979888 -0.00249548 0.00728966 0.0213325 0.00516912 -0.0159927 -0.025383 -0.00288265 -0.00340589 0.0437157 -0.00414667 -0.00291799 -0.024207 -0.00516888 0.0122659 -0.016197 0.0259342 0.00551777 0.0654486 0.0113682
internal_weight=83.2015 73.9852 2.8818 71.1034 70.0633 1.04004 67.1429 18.5665 4.97751 13.589 13.0278 4.41362 12.6721 5.32329 3.98223 1.97227 1.81553 7.34877 48.5764 0.751829 47.8246 46.1735 4.30229 3.39489 2.12601 0.369933 2.00995 1.32523 0.684724 4.64113
internal_count=4633 3693 113 3580 3526 54 3487 1597 634 963 925 612 914 236 539 391 384 678 1890 77 1813 1771 143 81 43 66 148 59 89 158
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=9 22 0 20 2 8 23 18 18 12 17 17 2 6 5 20 8 18 6 13 10 17 8 21 7 12 13 15 10 19
split_gain=0.0414426 0.18265 0.140304 0.140192 0.0660211 0.10219 0.0690926 0.0621501 0.0812442 0.06022 0.0478836 0.178279 0.131013 0.182291 0.141458 0.138513 0.122185 0.0799822 0.176798 0.115543 0.23896 0.19725 0.224844 0.109898 0.142726 0.104932 0.250015 0.121461 0.0993773 0.0948369
threshold=223.65407503400004 -0.0098449999999999979 94.354126546200021 41.741384785950011 361.99740083035005 8.2435668022500028 0.072890000000000024 15.711526640050002 17.370891598500005 411.63362699645006 208.35751021765003 209.54662559615002 292.59177727695004 14.195331671650001 17.886193876600004 41.489621506400006 2.9476996444500005 15.917243450850002 14.055328400500002 103.89008753490002 75.499969677400017 182.37451917730002 7.5441126493500006 3.4893684343500007 26.709562027450005 328.37985594320008 117.55283175385001 49.977661466200011 78.196493182200015 11.950964240300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 10 6 -6 -4 -9 -8 17 -12 13 -13 16 -15 -14 19 23 21 25 -1 -23 24 28 -21 -27 -28 -19 -25
right_child=1 -3 3 -5 5 -7 9 8 -10 -11 11 12 14 15 -16 -17 -18 18 -20 20 -22 22 -24 29 -26 26 27 -29 -30 -31
leaf_value=-2.9261769046607958e-05 0.084472922887576199 -0.081247075172256739 0.090736501253189175 -0.10130809386697573 -0.10123569904718133 -0.10710471115599812 0.084376471521072027 -0.10112627465297311 0.045054604785566811 -0.032464794833375589 -0.081224120481425841 -5.190874822990164e-05 0.081546840180331814 -0.011063183485926525 0.09008340255250552 -0.10572099863167371 -0.10132324297647664 -0.032130682318649087 0.10185098108294977 0.00051429848007455764 0.058033946587131735 -0.015460171517458788 -0.092815640978325745 0.0071525049772168522 -0.10086752126408838 -0.088638017387099824 -0.036611284208919508 0.09614179748249381 0.080397312001682597 -0.051429886256220539
leaf_weight=2.8501952715419057 0.37460388022009283 0.14618217365750652 0.11715834855567664 0.10297511316639429 0.052369272001668743 0.14707878087938298 0.093938818838068983 0.057123987364320783 0.11368541029150947 0.08316167603663871 0.32858627389032236 2.7513609254709914 0.060106819015345425 0.29836338001769025 0.27743418596219271 0.32080554100684822 0.093174989820909104 0.093565709394168972 0.2159857740625738 67.031904902906717 0.71994199766777356 1.0283604486749025 0.59209327738790296 3.2079757230241062 0.059099917217452003 0.40773844363866274 0.12872077827341855 0.1483525896910578 0.48680385686839145 0.30238780258514442
leaf_count=310 26 35 6 62 44 16 30 18 48 43 58 232 26 27 27 21 47 9 6 2222 16 302 79 380 232 78 37 8 113 75
internal_value=-2.20617e-05 0.0211803 0.0407389 -0.00116733 -0.000258438 -0.0420346 -0.000327889 0.0346423 -0.00383284 0.0295109 -6.51929e-05 -0.0105563 -0.00444765 -0.0110842 0.0474859 -0.0601076 -0.0296139 0.0004955 0.0136428 -0.000291781 0.000725702 -0.0158674 -0.0437249 0.00905179 0.0471799 0.000116419 -0.0388295 0.0344683 0.0622558 0.00210613
internal_weight=82.6912 0.911729 0.765547 0.390943 81.7795 0.376549 0.22947 0.287968 0.170809 0.1771 81.403 4.12983 3.80125 3.37053 0.430716 0.619169 0.153282 77.2731 4.36582 72.9073 68.4367 4.47065 1.62045 4.14983 0.639469 67.7167 0.684812 0.277073 0.58037 3.51036
internal_count=4633 195 160 134 4438 133 117 72 66 73 4305 438 380 280 100 48 73 3867 815 3052 2361 691 381 809 354 2345 123 45 122 455
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=3 9 10 22 15 6 8 3 17 18 0 21 10 9 20 23 19 20 16 21 22 22 3 21 23 22 21 23 20 16
split_gain=0.0413725 0.110539 0.358642 0.198647 0.18141 0.16476 0.148727 0.14001 0.116829 0.141077 0.103133 0.10258 0.0722124 0.294009 0.232207 0.209671 0.13776 0.137042 0.128691 0.254241 0.196121 0.143853 0.246377 0.170524 0.177802 0.166705 0.15115 0.14965 0.141718 0.296458
threshold=93.883646373400012 187.45330412110005 61.928633034850002 -0.074029999999999999 42.629181320700006 16.575387281250006 8.1436447804000007 93.905154038450021 188.85216786605002 12.947178517500001 85.769879735700016 0.63092463060000015 61.987779113750001 194.57718764590001 40.986363433950011 0.093955000000000025 14.651182102100002 40.621691032550004 22.654947022900004 5.3499444300500008 -0.078504999999999991 -0.095854999999999996 93.571785230250015 9.7501362057500014 0.092675000000000021 -0.093604999999999994 12.489184206400003 0.088075000000000028 42.91168285345001 18.304957195050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 4 7 11 -6 -5 -2 9 -9 -1 -3 13 14 -12 17 18 -15 21 20 -20 22 23 28 27 -23 -26 -25 -14 -30
right_child=1 2 -4 6 5 -7 -8 8 -10 -11 12 -13 16 15 -16 -17 -18 -19 19 -21 -22 25 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.02350941140484292 -0.10716023838145761 -0.0035926267926679454 -0.086584168601794728 -0.029402275018082204 0.086524812803542447 -0.012249240204328828 0.097776974069374994 -0.0028058036060298231 0.045416112745338688 -0.083168257255904363 -0.014923481446500339 -0.074009332965063498 0.006009849941535932 0.006398772266991393 -0.08031517307692608 0.020873819502179231 0.039780245746484262 -0.035100750990443456 0.0074959211124273704 0.0034497323470636314 0.10000114091523221 -0.045999145012665416 0.077902782873927268 -0.012078087606988187 -0.10799854255374529 -0.0026701071056513849 -0.0089826776446343317 0.085273910463617042 -0.020707656662061591 0.070468791443490095
leaf_weight=1.9185846810578358 0.13165112212300378 0.57542249676771484 0.67460001986910345 0.12593444299045486 0.35571996840008069 0.32150926460599294 0.34075343370204791 2.6891627749696463 0.44961561812306161 0.23776228123824683 1.4855745431268572 0.32300072719226591 12.739782372703401 1.5110451568616556 0.85590540391422099 3.1627774005755782 0.91092783241765474 1.6809239533613434 0.38129965681582723 2.8313018317858223 0.57450791215523989 0.90690834779024143 0.4791045191232105 1.8293347571861884 0.35266896068605991 42.492017347539715 0.27390840885414036 0.17281866473786056 0.55395438534173891 1.0010484296872162
leaf_count=34 5 12 146 176 16 33 15 382 27 109 33 63 695 17 31 31 32 34 19 37 33 41 17 348 41 1801 41 16 228 120
internal_value=-2.26291e-05 -0.00786073 -0.0255712 0.00216549 0.000550891 0.0396326 0.063458 -0.00598813 -0.00204344 -0.00933387 0.000618422 -0.0289088 2.64979e-05 -0.0085354 -0.0388268 0.00262581 0.00116324 -0.0154553 0.000618605 0.0185041 0.0630981 -0.000495415 0.00718588 0.00518389 -0.018224 -0.00357556 -0.0647137 -0.00367501 0.00948848 0.0379881
internal_weight=82.3395 6.22513 2.25025 3.97488 1.57565 0.677229 0.466688 3.50819 3.37654 2.92693 76.1144 0.898423 74.1958 8.69623 2.34148 6.35475 65.4996 3.19197 64.5887 3.78711 0.955808 60.8015 17.4026 16.9235 2.62873 43.3989 0.626577 2.00215 14.2948 1.555
internal_count=4633 984 270 714 124 49 191 523 518 491 3649 75 3615 146 64 82 3469 51 3437 89 52 3348 1506 1489 446 1842 82 364 1043 348
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=8 20 15 3 8 19 23 14 8 5 15 15 6 6 17 13 6 23 23 22 3 17 22 22 2 22 22 22 5 13
split_gain=0.0428015 0.128928 0.170965 0.253265 0.201443 0.202103 0.0661248 0.055633 0.0739066 0.126402 0.0495534 0.23132 0.212693 0.43005 0.347113 0.184696 0.168306 0.595587 0.251146 0.175091 0.28476 0.429364 0.217751 0.170821 0.286935 0.250608 0.354774 0.163868 0.292942 0.382437
threshold=8.8430989333000021 42.388109226950007 31.028113015250003 93.181958801350021 9.5425530862500008 14.351157895250003 0.092485000000000026 144.12207640715005 8.7431769115000026 21.990725385850002 38.86986296220001 38.567335632300008 15.635365317800002 16.100376182700003 205.96542837505004 117.15225149240001 16.355382140900002 0.088565000000000019 0.097645000000000023 -0.097799999999999984 93.394346993650018 195.59800312745003 -0.13867499999999996 -0.082654999999999992 155.18475231920004 -0.017745 -0.057599999999999998 -0.10040499999999999 20.769304081650002 117.51519334005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 -5 -3 -1 10 -10 11 27 14 15 -12 -14 17 -15 -19 22 21 -21 -18 24 -22 26 -25 -9 -29 -30
right_child=1 6 3 4 -6 -7 -8 8 9 -11 12 -13 13 16 -16 -17 19 18 -20 20 23 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.031244595288214046 -0.069524499848706248 -0.0071523186371172595 0.081967440468622366 0.0046466574661705338 0.055975737152683773 -0.086531402628905629 -0.10654511426850505 0.0090077280832935036 0.032645028518531856 -0.0047357313385895418 -0.08585885096896527 -0.055966667138239536 0.026289116527211522 0.056729908423234936 0.044229473691298073 0.10100605380563504 0.00068963124856826397 -0.11665621848765689 -0.026023618177212118 0.05878347355770517 0.070006631271488998 -0.0011738028780294294 -0.054492169541281325 -0.0075433559161879439 0.0020028148064364401 0.017711171785309773 -0.075873383034936459 0.00056354411189962295 -0.049028605907057494 -0.0053437792129905487
leaf_weight=0.55260095710400392 0.33506038194718701 0.099419752881658385 0.36862175073474635 0.57026749406941213 0.32974013745842967 0.42374734594704933 0.20485692608781392 12.597380794536233 1.8685982716269784 1.7534607188426887 0.62224922948371642 0.7750256200961293 0.7125299217877934 0.58239101839717733 0.30597196699818596 0.61761084105819464 2.5509491975972201 0.54537676770996746 0.69583925453480333 2.4886472846846948 0.8202265633735889 2.2965747839771211 0.99365400517127511 3.2523296929284768 2.5476508138526697 2.2608775698717913 0.99149811579263847 30.768693307453219 3.0097163460495704 5.9972079644940095
leaf_count=36 43 28 20 6 33 49 25 1799 32 37 71 15 37 33 35 13 61 30 22 33 18 30 31 60 63 46 38 1487 324 78
internal_value=-1.67838e-05 -0.0133711 -0.00426158 0.00865931 -0.0117546 -0.0342224 -0.0740694 0.000374369 0.00059539 0.0145488 -7.46138e-05 -0.00173426 0.00388362 0.00592038 -0.0429775 0.0609817 0.00226317 -0.0267003 -0.0658466 0.00516488 0.00998788 0.0300081 -0.0147794 0.000284096 0.0185647 -0.00918089 -0.0235075 -0.000931714 -0.00407965 -0.0199413
internal_weight=81.9388 2.33171 2.02744 1.69238 1.32375 0.994015 0.304277 79.6071 79.0545 3.62206 75.4324 53.148 22.2844 21.3562 0.928221 1.33014 20.026 1.82361 1.24122 18.2024 14.6578 4.78522 3.5446 9.87258 3.36788 6.50471 4.24383 52.373 39.7756 9.00692
internal_count=4633 204 151 108 88 55 53 4429 4393 69 4324 3703 621 515 106 50 465 85 52 380 288 63 92 225 81 144 98 3688 1889 402
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=23 23 3 20 20 22 23 16 7 23 22 22 15 6 8 15 8 20 8 19 8 17 10 15 15 23 2 9 9 22
split_gain=0.0416334 0.266645 0.206062 0.252046 0.142538 0.274052 0.13862 0.274916 0.118568 0.108261 0.0797199 0.22749 0.139008 0.56822 0.141674 0.117245 0.0856004 0.0813776 0.0807124 0.144913 0.0782598 0.0985973 0.0769558 0.14967 0.214356 0.209228 0.362748 0.366755 0.259118 0.31342
threshold=0.11296500000000002 0.11636500000000001 91.80009132230002 41.444941515100005 37.345948426100009 0.12616000000000002 0.11071500000000002 22.624947093000003 24.142338514450003 0.4149000000000001 0.15684000000000003 0.12419000000000002 28.444110612900001 15.635365317800002 8.6432548896500023 26.384523135650003 9.3427090425500019 38.751720283100006 8.8430989333000021 14.351157895250003 7.7439566930000003 174.14321222100003 61.987779113750001 38.86986296220001 38.567335632300008 0.082535000000000011 165.32923687280001 192.57902085675002 204.89606367675003 -0.083834999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 4 9 -3 -6 10 -8 -2 -4 11 16 15 -14 -15 20 18 -18 22 -20 -12 -22 -1 24 -24 -25 27 -27 -28 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 12 -13 13 14 -16 -17 17 -19 19 -21 21 -23 23 25 -26 26 28 -29 29 -31
leaf_value=-0.0082076540313101992 0.090831618797092645 -0.018729230852646158 -0.014782296949308021 -0.055650030022837443 0.013477143909270465 0.089002717986122568 -0.08265352343295751 0.01325817528433426 0.019053697884378478 0.0186586411545384 0.0063883391146664879 0.077145427858409291 -0.10021839153084711 0.058159637144775955 -0.015827549595353513 0.08106218806934877 0.086063452243849578 0.0068461171429059237 -0.0025157677074727023 -0.076807711017046768 -0.10687177464739542 -0.0035637107548816592 -0.00032099192740127125 -0.0057154614454359275 -0.053938632554232514 0.0084520436814585573 -0.0039746058614310098 0.087273380159289649 0.090836956197101193 -0.0032241425589541947
leaf_weight=9.2160474284205502 0.49084383917215646 0.88431372855171542 2.381789136754378 1.0781443450614459 2.8215566385388233 0.57904420094564546 0.59697936206271041 0.59843302922308794 0.43328695808486373 1.6310206538764758 1.5560750315831056 0.38532807670048796 0.76393485255539406 0.41465019260067471 0.68860931672679726 0.17842869693413366 0.22301641134254069 0.30984066893142881 0.84185632673324906 0.38155713283049408 0.15127235056593225 0.23731549458898371 40.462066161384342 4.8455030647928643 0.75962336573866096 1.0396808100631445 4.6869155290769413 1.3658253777539355 0.72405947529477999 0.69358624576125272
leaf_count=704 16 52 38 43 85 28 38 7 29 22 173 46 68 23 32 11 16 56 24 38 30 29 2628 159 14 34 111 28 32 19
internal_value=-1.32698e-05 0.00592873 0.000877366 -0.0127234 0.0170366 0.0263374 -0.000873817 -0.0346394 0.0571779 -0.00119011 -0.000296575 0.000534061 -0.0140219 -0.0339244 0.0119799 0.00348176 8.37074e-05 0.0400009 -0.000243442 -0.0256859 -0.00363648 -0.0437802 0.000244487 0.00167174 -0.00130904 0.0108719 0.0203164 0.0532061 0.00735622 0.0448174
internal_weight=81.4206 10.3 9.37587 5.09095 4.28491 3.4006 71.1206 1.19541 0.924131 4.01281 69.9252 65.9349 3.99029 1.86719 1.10326 2.12309 65.5496 0.532857 65.0167 1.22341 1.94466 0.388588 63.7933 54.5773 41.2217 13.3556 8.51007 2.40551 6.10456 1.41765
internal_count=4633 313 268 103 165 113 4320 45 45 60 4275 3909 366 123 55 243 3863 72 3791 62 232 59 3729 3025 2642 383 224 62 162 51
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=23 23 22 15 21 20 22 17 7 16 21 12 23 17 13 8 10 21 21 22 22 20 17 22 7 10 19 6 7 17
split_gain=0.0436849 0.274539 0.147665 0.118834 0.106686 0.169864 0.330669 0.160843 0.25177 0.122095 0.0988411 0.0950369 0.150026 0.0919611 0.266477 0.351242 0.334916 0.127674 0.210685 0.15295 0.116496 0.146657 0.112454 0.154852 0.107403 0.0936075 0.127329 0.114825 0.0957096 0.20686
threshold=0.084365000000000009 0.083905000000000021 -0.59087999999999996 46.055224235250002 1.0000000180025095e-35 37.688226470200007 0.12419000000000002 204.04920942250001 24.624882230600004 22.634947069650003 2.0523604381000005 247.98708896700003 0.079265000000000016 193.58688265170002 113.0174028878 8.3434888241000014 72.04530097975001 0.54612131245000006 1.2135331028500003 -0.26416999999999996 -0.095854999999999996 41.965446242000006 202.18556316275001 -0.081844999999999987 25.459519683700005 80.909147435850016 10.350835137000002 11.135260173550002 22.580797808900005 188.51582982015003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 9 11 -5 12 -4 17 16 -16 -15 -7 -19 -20 -17 -22 24 -24 -18 27 -27 -21 29 -29
right_child=-2 -3 3 10 5 13 -8 -9 -10 -11 -12 -13 -14 14 15 20 22 18 19 25 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10549065760262387 -0.0015524431823180872 0.091472638433816894 0.069703406188804856 0.047990319385223912 -0.08308726261377529 -0.093878658025131304 0.06061551530924586 0.083149400563086354 -0.10436963172313646 0.10091333029912125 -0.084665513216742622 -0.067790277763336529 0.0016231517891986489 -0.10245035649394379 0.085005250175120256 0.04145671085677937 0.062398616541465272 0.087473575166418849 0.080048946028321355 -0.071475437453182231 0.0305534806816187 -0.026076163011950329 -0.10184103215894642 -0.0058799296669528409 0.0068817337614452941 -0.05133959738979485 0.0646678367985659 0.00093469088821870406 -0.010008396229017483 0.082823974171637227
leaf_weight=0.12661103054984479 56.075377791979506 0.34957850933221735 0.45584791197143903 0.071387617786966895 0.58425130475825682 0.15001723021851177 0.22058173222467303 0.38079594905258307 0.16944538049872893 0.1812647646293043 0.26344477918974007 0.12941536053403968 1.1164520373858975 0.32843137405143163 0.91139069758355651 0.98461507912725243 0.43499546692328328 0.26308274821349087 0.21806156326784787 0.26420357016284945 0.81813305383548129 1.0369299781741572 0.18693842284119444 1.674211441328225 1.7519133826717732 0.12422434258246617 0.39693270533371106 2.4330543595174272 8.6009434727529861 0.353265682584606
leaf_count=95 2273 34 227 35 84 15 20 49 83 17 67 25 16 47 85 25 60 14 80 131 23 28 134 67 91 169 60 386 175 18
internal_value=-2.9584e-06 0.00347528 0.00222636 0.00278293 0.00360258 0.00137968 -0.0437024 0.02346 0.0123855 0.022892 -0.0563828 0.0145813 0.0213613 0.00311314 0.0114325 0.030991 -0.00533095 -0.00216784 -0.00108056 -0.00296077 0.0136553 -0.00110096 0.00254865 -0.0155185 0.0179245 -0.00444781 0.037016 -0.00630244 -0.00479032 0.0113171
internal_weight=81.0558 24.9804 24.6308 24.5042 24.1694 21.7362 0.804833 2.43322 2.05243 1.88298 0.334832 1.70172 1.5723 20.9313 8.12756 3.75107 4.37649 12.8038 12.6538 12.3907 2.83968 1.85506 4.04806 1.86115 2.18691 12.1726 0.521157 11.6515 11.3873 2.78632
internal_count=4633 2360 2326 2231 2129 1712 104 417 368 285 102 268 243 1608 560 161 399 1048 1033 1019 76 51 352 201 151 939 229 710 579 404
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=5 21 17 10 23 5 18 14 6 10 22 15 15 14 22 23 21 20 22 21 21 17 22 17 7 15 9 17 16 16
split_gain=0.0372247 0.0973953 0.0761763 0.0776279 0.059313 0.0735217 0.0579906 0.0751363 0.121329 0.106631 0.0811669 0.0722202 0.0615092 0.0980804 0.0566349 0.0451838 0.108946 0.15115 0.360416 0.255046 0.19649 0.337543 0.162226 0.150971 0.220398 0.145172 0.237612 0.119797 0.18657 0.214292
threshold=7.754880527600001 8.8671606832000016 201.39543491635001 90.679004281900021 0.074735000000000024 2.9478561016000007 17.327266398450003 366.02505068985005 6.5151522255000005 83.75622459600001 0.20852500000000004 29.448090887600003 15.840011140850001 354.56833066625006 -0.21563499999999999 0.084365000000000009 1.0000000180025095e-35 37.688226470200007 0.12419000000000002 0.54612131245000006 2.0523604381000005 199.89028782265004 -0.26416999999999996 204.04920942250001 24.624882230600004 45.102215827400009 191.96565807215003 195.18216166535004 22.574947209950004 22.674946976100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 12 9 -9 -8 -11 -10 13 -2 -15 16 23 18 -18 -19 21 -21 -22 24 -14 27 -27 -24 -29 -30
right_child=6 2 -4 -5 5 -7 7 8 11 10 -12 -13 15 14 -16 -17 17 19 -20 20 22 -23 25 -25 -26 26 -28 28 29 -31
leaf_value=-0.1006354242141855 -0.088388328117780607 0.073346805147861821 -0.10121059156118158 -0.10082433509985055 0.053605507461216388 -0.10050394603496762 0.073574854828993175 0.079344076052703882 -0.10098377043678441 -0.10091571527324626 0.079686740665708189 0.0660021327263529 0.023348738102752519 -0.041546325949583296 0.075368021816422603 -0.0014516929115349435 -0.085039392138293202 -0.097165668930172644 0.062153737196703841 0.07561891951526345 0.073187629017830366 -0.055159641096090242 -0.0034339679992601013 0.086906004367056977 -0.10415069616709492 0.055209821733938305 -0.10368086498534144 0.0046539460317585124 0.091686561952204579 0.0095857531107340528
leaf_weight=0.13249450712059641 0.19896739727550894 0.17391762566876423 0.065252687956444788 0.048473407258597945 0.067544985678978264 0.057149137843225617 0.40048586734337632 0.085148538933935924 0.13081735604578171 0.071205358457291368 0.038253319748491776 0.032293621690769214 1.8386623847509356 0.084542964201318682 0.081255088549369248 55.489678187927439 0.55889882668452884 0.25011318258475768 0.2368485361803323 0.8526832472707635 0.31534390833986492 0.25679566245526075 12.275020610833051 0.33089923360967066 0.14637185720857804 0.13503917318303038 0.31058442858193303 4.749959630520606 0.59329553600400664 0.68493321817368269
leaf_count=482 155 37 82 73 26 88 45 26 89 198 8 6 263 24 23 1748 65 21 18 95 88 18 655 20 22 11 67 134 28 18
internal_value=2.2541e-06 -0.0260481 -0.00208128 0.0165552 0.0356094 -0.0170251 0.00017934 0.027704 -0.017413 0.0496686 -0.0377993 -0.067923 -8.35315e-05 -0.0410533 0.0157516 0.000105577 0.00377716 0.00152946 -0.0412284 0.00319538 0.00443966 0.0453494 0.00205883 0.0243715 0.0139472 0.00086249 -0.0555316 0.0022355 0.0137801 0.0476932
internal_weight=80.6929 0.544832 0.412338 0.347085 0.298612 0.124694 80.1481 0.758204 0.24826 0.509945 0.109459 0.163111 79.3899 0.364765 0.165798 79.0251 23.5354 21.2195 0.795747 20.4238 20.1737 1.10948 19.0642 2.31593 1.98503 18.7488 0.445624 18.3032 6.02819 1.27823
internal_count=4633 788 306 224 151 114 3845 372 121 251 206 95 3473 202 47 3271 1523 1218 83 1135 1114 113 1001 305 285 913 78 835 180 46
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=23 23 0 17 22 5 23 16 7 23 4 9 22 22 22 23 23 19 17 21 6 23 20 20 23 9 9 9 20 17
split_gain=0.0385014 0.226372 0.175852 0.148861 0.11588 0.381985 0.113608 0.236421 0.110958 0.10405 0.0849155 0.078933 0.0756896 0.0753089 0.196539 0.134666 0.394998 0.151794 0.11637 0.0850356 0.170928 0.0838094 0.071758 0.169405 0.122912 0.180013 0.130638 0.205517 0.138498 0.113724
threshold=0.11296500000000002 0.11636500000000001 87.380266155850009 191.86029796145002 -0.0098449999999999979 19.327153142150006 0.11071500000000002 22.624947093000003 24.142338514450003 0.25799500000000009 258.0058769042501 198.91155909545003 -0.084259999999999988 0.15684000000000003 0.12419000000000002 0.094595000000000026 0.083395000000000011 11.450923895500003 198.39433209390003 7.7895855139500005 14.905348261050003 0.10249000000000003 36.859113051050009 37.041406607950009 0.083070000000000019 199.39609444495002 190.07378137140003 204.99169312540002 35.374259656300005 196.39284362915004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 9 10 -6 13 -8 -2 11 12 -3 -4 14 22 16 17 -15 -18 20 -19 -17 24 -24 25 29 28 -28 -26 -1
right_child=1 2 4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 15 -16 21 18 19 -20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.004744450614369948 0.088179925657739022 -0.038779220478444058 0.012717164484936533 -0.044481421506915766 -0.0080493280979135242 0.10290421927233212 -0.07784317526092227 0.012332853423846435 0.017523993018941166 0.02395723943403558 0.015416613517426953 -0.00068633412923036115 -0.041361294084819512 -0.10116384846957407 0.0742016589902703 0.015656523359911342 -0.10478203943780731 -0.060524551101242011 -0.016135401607146185 0.088375722191424588 0.050424899790888225 -0.027882497117230176 -0.078832373317691939 -0.00036894456842003729 0.058493992074643376 -0.089688259656845779 0.07312514566135371 0.0033525498007223663 -0.1068026248205573 0.074242341613099422
leaf_weight=1.2362680504883479 0.45847928180592035 0.83690605808078444 0.44914813840296119 1.1255341027572283 0.70835862220494117 0.55214959755539894 0.56968429795631326 0.59377060435872409 0.43138244283909444 1.0331726765725759 2.4583663754611109 1.5540554359395171 0.61074624643151698 0.10436588773205746 0.35973621361745145 1.5029001516925293 0.63851104142258919 0.22072285226749955 0.19280273211086296 0.17612026704591699 0.37436874193372205 0.62638062887765489 0.27641162489544413 60.924755924606643 0.082907420797596276 0.22256183551462516 0.90175096997381821 0.79376804210403407 0.13044013088159545 0.21380722747639413
leaf_count=199 16 31 29 30 53 10 38 7 29 17 58 21 19 70 46 52 104 52 31 18 24 15 23 3336 93 28 47 55 46 36
internal_value=2.04429e-06 0.00573683 0.00113979 -0.0129316 0.0145366 0.0405525 -0.0008334 -0.0318217 0.0539277 -0.002561 0.00521574 -0.01402 -0.0184446 -0.000310723 0.000491109 -0.0139267 -0.0348531 0.0120207 -0.0842226 0.0273376 0.00927312 0.00284844 8.1796e-05 -0.00072332 0.0138397 -0.00595051 0.0311808 0.0404607 -0.0425679 0.0069018
internal_weight=80.3603 10.2183 9.32844 4.54967 4.77877 1.26051 70.142 1.16345 0.889862 3.42413 3.51826 2.39096 1.05989 68.9786 65.1424 3.83617 1.70689 0.875578 0.831314 0.771212 0.595092 2.12928 64.7827 61.2012 3.5815 1.67264 1.90887 1.69552 0.213348 1.45008
internal_count=4633 313 268 99 169 63 4320 45 45 69 106 52 48 4275 3909 366 299 164 135 94 76 67 3863 3359 504 263 241 102 139 235
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=20 23 8 20 20 9 16 21 9 9 13 0 21 5 2 12 6 20 18 4 20 22 13 7 22 4 23 23 0 6
split_gain=0.0484174 0.0955751 0.0469828 0.0442136 0.206171 0.448946 0.182049 0.255158 0.267114 0.292706 0.260494 0.167335 0.228437 0.218954 0.205803 0.141178 0.135612 0.191647 0.312991 0.134658 0.125949 0.132153 0.210604 0.124741 0.0953017 0.142874 0.123863 0.161878 0.141275 0.253427
threshold=32.724174661450007 0.088565000000000019 7.943800736700001 38.474425342400004 38.751720283100006 201.81004550795004 19.559954260300003 4.8172533029000011 197.00658341100004 208.34925031750001 113.98793627290001 96.741477366050006 0.87557407920000008 17.352342178450005 126.88362105025001 94.177001085000015 16.695390085100005 39.032633164100012 14.668863553700001 196.82258699960002 39.476991512000005 -0.55200499999999997 120.78166996855002 24.717948180000004 -0.16164499999999998 150.69347026435003 0.10821500000000002 0.098085000000000019 94.75470680765001 13.775321858200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 11 8 10 -10 -8 12 14 15 23 -13 17 18 -6 -9 -18 -22 -23 -2 26 -26 27 28 -19 -30
right_child=3 -3 -4 4 16 -7 7 19 9 -11 -12 13 -14 -15 -16 -17 20 24 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10021213410927431 -0.010141213621820461 -0.090427959884537251 0.073180101226051369 -0.11580698729854069 0.10116203036978184 0.043195508030362283 -0.055158543905553706 0.1012974525200237 0.078548241903377905 0.0038073316369387281 0.0080569715156227125 0.0047107292844701066 -0.088098155347149168 0.074726702350675328 -0.098074905991922742 -0.059821346585394522 -0.10335507458653717 0.025423565048122061 5.2178291282195278e-05 0.027497678605513144 0.069800147108413826 -0.080613046756676299 0.043922945999136744 0.073280335769951438 -0.048945631269985149 -0.0009834501322287159 0.061612379464683578 -0.067734072481247493 0.01013354148343305 -0.10422617077380458
leaf_weight=0.019805821509989552 0.72809659337144494 0.1605138080077495 0.074068799061933532 0.45074961474119746 0.49245362557121442 0.29301098538098813 0.90683285571867633 0.48565583862364281 0.91728903679177198 1.2220404916442928 2.3183106346405111 2.2227094400432188 0.53364291588786716 0.39504140784265462 0.21359493965792353 0.40002649658856615 0.22290824772789974 2.676787938336922 0.80929564857478908 0.50364038697443902 0.14019973306858446 0.39669015440813382 0.20647143572932691 0.23778754286468029 0.6275246812729226 60.573456062906985 0.48057574425638439 0.26440854119618951 0.79054326267350894 0.25670240796171129
leaf_count=165 81 69 7 32 17 21 36 22 28 20 38 49 91 30 62 286 18 409 40 20 10 241 45 5 29 2432 33 30 253 14
internal_value=4.33928e-06 -0.0435529 0.0365975 0.000143251 -0.000802569 -0.0531666 0.00600365 0.017062 0.00845622 0.0358543 -0.00971771 -0.00884806 -0.0338096 0.005322 -0.00924725 -0.00513187 -0.000229308 0.000307348 0.0383022 0.0637268 -0.0374247 -0.0176544 -0.0379825 0.010396 -0.000445808 -0.00147523 0.0136516 0.00787273 0.0132409 -0.0178985
internal_weight=80.0208 0.254388 0.0938746 79.7664 68.6818 0.743761 11.0847 6.35377 5.36447 2.13933 3.22514 4.7309 1.71312 3.01778 1.17948 2.62274 67.938 66.9717 1.30175 0.989296 0.96627 0.743361 0.603162 0.965884 65.67 61.201 4.46902 3.98844 3.72403 1.04725
internal_count=4633 241 172 4392 3624 53 768 164 122 48 74 604 239 365 148 335 3571 3257 57 42 314 296 286 86 3200 2461 739 706 676 267
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=20 23 13 20 0 8 6 3 21 5 20 12 4 15 3 10 7 22 5 21 5 23 23 22 10 13 7 18 22 16
split_gain=0.0422811 0.083529 0.0443738 0.0415595 0.133033 0.125377 0.100667 0.212192 0.0731104 0.152383 0.0613351 0.189908 0.0584705 0.042695 0.264908 0.47778 0.462021 0.29156 0.151329 0.17043 0.200057 0.151473 0.251175 0.320928 0.134885 0.642581 0.394222 0.505924 0.312133 0.301825
threshold=32.724174661450007 0.088565000000000019 109.58961877145002 36.558960102350007 89.861713010250014 8.6432548896500023 15.575363915900002 85.923121849150007 0.49227235280000009 19.585698137700003 37.041406607950009 179.47323713510005 197.71977442185002 34.139075990150012 88.813214339350012 62.907231794400012 25.923236208600006 0.20852500000000004 21.191508333600002 15.833449912500003 21.990725385850002 0.083395000000000011 0.091290000000000024 -0.090369999999999992 71.053259929650025 108.06526301150002 23.853977146050003 13.956123578150001 -0.088880000000000001 18.304957195050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 -6 -10 11 12 -5 24 16 18 17 -15 21 -20 -21 -16 23 -23 26 -26 27 -12 -29 -28
right_child=3 -3 -4 10 6 -7 -8 -9 9 -11 13 -13 -14 14 15 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.10084268920344126 0.084646715140352463 -0.087563110659460749 0.072043871292678391 -0.025452117297222979 0.0036383949960246877 -0.0074923669473233277 -0.029787200754586553 0.067845798107619842 -0.10208563740392472 0.092021795636912512 0.0090549689571182718 0.017341980054118283 -0.10696195219149887 -0.10675937660592305 0.013503648732862045 0.066684528252751327 0.0070182671165844902 0.038834424315827121 -0.00059529714661383029 0.070324702800923219 0.0034268863904642409 -0.018970113868936881 -0.0044207576980917918 -0.088790365673300051 0.0011205530846694753 -0.10205209791972576 0.10042034565753238 -0.00095106383123581015 -0.11090359472221914 0.024792513574157495
leaf_weight=0.01888504514792444 0.41292994857030763 0.14975290359899418 0.069410624956617539 0.13510545079270642 1.9749091960873113 0.22990990430116653 0.76796705249580544 0.53230139256629616 0.17225561672330503 0.052853224915452302 5.4684865504304998 0.44219875087264882 0.25245382820315854 0.88396199909038775 1.6984115988016109 1.0374386748007953 1.1877069995098279 0.16288955905474722 28.975619558670591 0.75472957408055563 1.0964441093383355 1.9905123133212326 4.388484503608197 0.98366319714114103 20.020329359335395 0.62243703834246744 0.62478239508345712 0.43544699934136588 0.63422959385934496 3.3963186445180327
leaf_count=109 105 69 63 20 127 19 16 21 79 5 728 38 34 118 77 62 32 12 653 15 30 29 47 44 1699 165 12 50 35 120
internal_value=3.21006e-06 -0.0420781 0.0350662 0.000129478 0.00987992 0.0516934 0.00220072 0.0111915 -0.0025162 -0.0565112 -0.00040778 -0.0274454 -0.0785471 -0.000106084 -0.00214343 -0.00031277 -0.0356714 -0.0841051 -0.00205529 0.00128409 0.0307013 -0.0134163 -0.0196261 -0.0420621 0.00271205 -0.00199039 0.0119051 -0.00324793 -0.0661438 0.0365433
internal_weight=79.5728 0.238049 0.0882957 79.3348 4.14313 0.64284 3.50029 2.73232 2.20002 0.225109 75.1917 0.829758 0.387559 74.3619 43.1599 40.9253 2.23456 1.04685 39.8879 30.8268 1.85117 9.06107 7.36266 2.97418 31.202 20.6428 10.5593 6.53816 1.06968 4.0211
internal_count=4633 241 172 4392 372 124 248 232 211 84 4020 92 54 3928 1119 957 162 130 895 698 45 197 120 73 2809 1864 945 813 85 132
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=20 23 8 8 22 23 8 23 9 8 16 9 19 23 2 0 6 22 17 17 2 6 20 17 22 8 13 18 12 20
split_gain=0.0368528 0.12922 0.0501915 0.0407623 0.106592 0.139141 0.14384 0.132959 0.0761186 0.0654285 0.0452276 0.0425234 0.103482 0.104871 0.056953 0.110761 0.133513 0.0682065 0.0488476 0.170023 0.110754 0.171854 0.117112 0.0673411 0.175551 0.276053 0.0535188 0.124135 0.0949924 0.0886353
threshold=33.036871954450007 0.088565000000000019 7.943800736700001 8.8430989333000021 -0.0098449999999999979 0.10249000000000003 9.3427090425500019 0.094595000000000026 214.94003843055003 9.7423971299500014 22.634947069650003 223.65407503400004 13.451085274650001 0.093955000000000025 349.18346353035002 87.345316200150009 15.975373262050001 -0.031989999999999998 208.35751021765003 209.54662559615002 292.59177727695004 14.195331671650001 41.489621506400006 205.28496454895003 -0.033594999999999993 8.543332867800002 107.18613720285002 17.327266398450003 222.66054638440002 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 6 10 -6 -7 -8 -5 14 13 -13 18 -16 17 -17 23 -20 21 26 -23 -2 25 -25 27 28 -21 -29
right_child=3 -3 -4 4 7 8 9 -9 -10 -11 -12 12 -14 -15 15 16 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.10019552611934664 0.00077020693416525313 -0.088930593096562482 0.079171164810974193 -0.034733609449467427 -0.10250641998459942 -0.10377485085975371 0.10100710540238465 0.021911744118431779 -0.010456459636918193 0.016964488994516878 0.0086793423443061908 -0.092120335794777589 0.068953811131046844 0.049457038184928845 -0.10353924685207383 -0.082019293241472557 0.10049656870653662 0.013896398420548774 -0.093407477170905279 -0.10169615799059036 0.05464868575113048 -0.013738949802490217 -0.10511563143539233 -0.077506787188318285 0.067790809813954467 0.081458301158141802 0.0074325533371593991 0.057293283241031646 0.024402631181115308 -0.0781053516560479
leaf_weight=0.01877970794011119 70.849865557516182 0.17641333562745842 0.092163163004443049 0.39595229686528932 0.25771176584021205 0.1831708504614652 0.21080360910855223 0.12882862530750572 0.16719395558175165 0.16524858729098924 0.60917833069106564 0.10814010291608056 0.28500225906464038 0.1013592414130926 0.15458224796748155 0.15576937782077493 0.093757515773177147 0.14147389318895875 0.23233046499831234 0.23309910314856219 0.28525449411063153 0.27308240139973339 0.28837088996078819 0.2881274968276557 0.50931052328996784 0.17595313093625009 2.1296433503739536 0.19666480920841423 0.080326967174187303 0.064108265538379783
leaf_count=170 3309 81 8 29 42 25 13 24 15 37 18 95 36 28 57 89 9 30 49 68 83 27 21 78 31 16 11 81 17 36
internal_value=-5.31815e-06 -0.0357519 0.0488091 0.000125096 -0.0135597 -0.00296056 0.0113167 -0.0610395 -0.0592433 0.0640763 -0.00842237 0.00050327 0.029733 -0.0236229 0.000313462 -0.0318799 -0.00354937 -0.0363679 0.000545774 -0.0105298 -0.00510665 -0.0103268 -0.0606714 0.00112911 0.0272527 -0.0172362 0.000127214 -0.0269675 -0.0693787 0.024007
internal_weight=79.0517 0.287356 0.110943 78.7643 2.11809 1.73155 1.38118 0.38654 0.350365 0.376052 1.00513 76.6462 0.494502 0.209499 76.1517 0.545583 0.391001 0.297243 75.6061 3.78288 3.55055 3.2653 0.561453 71.8233 0.973391 0.464081 2.70384 0.574199 0.313426 0.260773
internal_count=4633 259 178 4374 203 137 97 66 40 50 47 4171 159 123 4012 185 128 119 3827 393 344 261 48 3434 125 94 213 202 85 117
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=3 9 3 7 7 10 16 23 18 18 3 21 19 0 4 3 21 5 18 16 3 21 22 23 8 6 16 13 8 20
split_gain=0.035029 0.103148 0.341781 0.17314 0.142128 0.15638 0.116081 0.119983 0.109449 0.179344 0.116844 0.107431 0.0878886 0.0851635 0.260736 0.189792 0.0838954 0.0807367 0.0785306 0.0812905 0.226284 0.194381 0.136105 0.0859536 0.0722898 0.0624579 0.0607708 0.283614 0.17692 0.24326
threshold=93.883646373400012 187.45330412110005 94.227769014100019 22.532843451200005 22.435297587800004 61.740440965750004 22.764946765650006 0.10336500000000003 12.947178517500001 13.258241318650002 93.905154038450021 1.6974749567000003 14.551174033150001 85.823648898300021 197.71977442185002 93.733092718100025 2.4659823166500003 21.043187000650004 12.880535946600002 22.654947022900004 92.367355987800025 6.7841715403000018 -0.080234999999999987 0.092015000000000027 10.142085217300002 16.475384944750001 22.594947163200004 117.64961624655002 8.3434888241000014 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 11 6 12 16 7 8 10 -10 -2 -3 24 14 -1 18 -6 -12 -15 26 21 -21 -22 -24 -4 -16 27 -20 29 -28
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 17 -13 -14 15 25 -17 -18 -19 19 20 22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.045141296879828818 -0.10586856285068857 0.0056290406003091627 -0.10275785709419308 0.071199320102969393 0.039875248242808296 0.084982755013966876 0.065709878987494127 0.071630385250834205 -0.10374662748190773 0.062169566425926928 0.087365191789461727 -0.1033720828971757 -0.00081320300452168378 -0.033893659795308784 0.0095786502832956744 -0.071111196436403776 -0.10194000079624532 -0.0057873518535101164 0.0004447533534313135 0.088276098607519199 -0.029650874683893987 0.012672066436714112 -0.006185047850140706 0.027254431325507412 0.0054299680437615901 -0.022041541470609487 0.030850500550102689 0.090238173974220737 -0.016309282403754594 -0.010521280178569551
leaf_weight=1.6645389576442529 0.11380390822887543 0.10842519346624646 0.19032793529549941 0.33318856576079259 0.080413663061335683 0.33096408314304426 0.22234429325908411 0.17499890993349243 0.27898007965268323 0.08499889263202931 0.096572148842824723 0.54452493371718447 0.65200714372622315 0.67134370168423529 1.2726293544837974 0.37591139122377981 0.086681547451007646 2.5457198054496075 48.041104061966323 0.62819576123729237 1.1015869639813893 0.74143447913229465 1.4697752326028428 1.6114576070103792 0.091431641216331627 1.2269292568380477 2.4342022724449617 0.35434795636683603 7.8023190837702714 3.4152331473887898
leaf_count=29 5 8 32 20 21 20 15 15 117 30 7 103 35 39 23 15 20 505 3156 44 34 9 21 23 31 18 32 7 134 65
internal_value=-1.06204e-05 -0.0073977 -0.0253137 0.00230228 0.00202888 0.0451682 -0.00422402 -0.008943 -0.0134622 -0.0650007 -0.00665586 -0.085272 -0.0209811 0.000591557 0.0144776 -0.000250765 -0.0336922 -0.00238275 0.000139404 0.000477392 0.0120696 0.0473487 0.000517764 0.0113035 -0.0676507 -0.00594239 -0.000559966 0.00110221 -0.00645239 0.0066953
internal_weight=78.7464 5.93538 2.08478 3.85061 1.43183 0.498059 3.51742 3.29507 3.12007 0.363979 2.7561 0.65295 0.933767 72.811 4.1641 68.6469 0.167095 2.64229 68.271 67.5997 5.55245 1.36963 4.18282 3.08123 0.28176 2.49956 62.0472 48.3955 13.6518 5.84944
internal_count=4633 984 270 714 159 61 694 679 664 147 517 111 98 3649 70 3579 41 512 3564 3525 131 53 78 44 63 41 3394 3163 231 97
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=15 21 16 17 16 23 2 20 20 22 8 4 13 13 22 5 6 10 21 12 23 18 5 20 20 7 4 7 3 18
split_gain=0.0342193 0.0935664 0.0460545 0.0919165 0.0746652 0.108359 0.0705787 0.0406638 0.115615 0.173749 0.106161 0.152254 0.235255 0.116983 0.0870303 0.081724 0.0673438 0.141184 0.0787752 0.0763773 0.106979 0.0891092 0.0956546 0.073513 0.0650098 0.305314 0.199613 0.277104 0.453859 0.132083
threshold=11.870705757150002 17.123843457500005 9.7049773055000017 180.19381692845005 11.949972055800002 -0.222165 292.59177727695004 43.477771593600004 43.663128814500006 -0.09280999999999999 8.543332867800002 208.25848595475003 117.58509325145 117.34313201970001 -0.080234999999999987 16.612197276950003 5.0851188130000002 74.257902021100008 20.581461612800002 256.19386559905007 0.083395000000000011 14.349689277800001 31.373072367600006 47.927946529500012 42.206017975500011 22.460452099450002 178.81043309815001 23.050081659550006 93.82450029455002 13.037923179150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 24 9 -9 11 12 14 16 15 -10 18 19 -13 23 21 22 -21 -18 -6 -26 -27 28 -28 -30
right_child=2 -3 4 -5 7 -7 -8 8 10 -11 -12 13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.10106172674242311 -0.10076428694174407 0.018048805839310234 -0.061339094919798803 0.071024599548702855 0.0010865972581870003 -0.10067850067373513 0.061438965210212387 0.092819681702464185 -0.011852637360938457 -0.020070962001867022 0.040708254977615432 -0.076786622599291643 0.010960636135480338 -0.062008669566233215 0.043151550342930493 -0.10343364477607252 0.008210964894502867 0.079836799448245746 0.054845391563065851 -0.10297987614150708 -0.10530787013964259 0.074073177117778763 0.030564964232138295 0.050586215600910284 -0.077545784378177912 0.035007059682886012 -0.106430696603921 -0.0028191734962536037 0.094819808175546624 -0.023037943244869876
leaf_weight=0.1203606305647601 0.036911155096048698 0.14589005467860261 0.083273604166606674 0.19941399353365341 56.139330761319144 0.17916676186106784 0.10695476375985891 0.36287012655520812 0.122689768919372 0.21838498701435938 0.67773486693113216 0.16036530808105531 0.67547282310260925 0.21777468243089959 0.058578146114086627 0.47347211418673396 1.9134112518295308 0.32420115571039776 0.063452928516198881 0.10571378504755546 0.12692690570838749 0.11434070030372823 0.10887439959697076 0.5208280417282366 0.57842602928167153 1.2343869851902116 0.66399974098021519 12.302328381769255 0.17329721876194526 0.21070134244291694
leaf_count=466 43 38 57 73 2124 324 7 26 16 30 30 202 16 34 25 184 90 30 17 21 17 18 45 43 126 33 46 410 11 31
internal_value=-6.86091e-06 -0.035796 0.000115065 0.0441932 -1.86261e-05 -0.0448706 0.00769214 0.000195025 0.00793256 0.0504052 0.00357377 -0.00147372 -0.0304431 0.00906692 -0.0731579 -0.0845863 0.0135689 0.0172621 -0.0394687 0.0102426 -0.0273233 0.00276938 -0.035224 0.0172775 -0.000482674 -0.00629268 -0.00346679 -0.00702413 -0.0563857 0.0301509
internal_weight=78.4195 0.266251 78.1533 0.236325 77.917 0.369395 0.190228 77.5476 6.24509 0.581255 5.66384 4.9861 1.33021 3.65589 0.65474 0.596162 3.43811 3.2143 0.223818 2.8901 0.455856 0.328929 0.214588 2.43424 71.3025 15.1631 14.5847 13.3503 1.048 0.383999
internal_count=4633 504 4129 116 4013 388 64 3625 844 56 788 758 241 517 225 200 483 264 219 234 101 84 66 133 2781 657 531 498 88 42
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=21 21 7 21 12 21 2 2 20 16 15 16 21 5 17 22 22 6 22 20 17 0 5 15 23 18 6 15 6 7
split_gain=0.0327268 0.142744 0.429785 0.133498 0.347336 0.140439 0.375131 0.131925 0.128768 0.180204 0.10364 0.340781 0.234724 0.116809 0.345707 0.234129 0.521186 0.268536 0.225814 0.256976 0.213517 0.210056 0.199645 0.177731 0.150364 0.15029 0.262338 0.148245 0.145221 0.162642
threshold=4.5589219677500008 5.0192588681500014 23.666491602800004 3.4893684343500007 86.655272465950006 3.8092755532000004 158.58656282205001 156.97960885415003 42.546237522150008 22.574947209950004 44.024213102900006 22.694946929300002 1.1709819147500002 21.990725385850002 192.44445991605002 -0.101255 -0.078549999999999995 16.455384477450004 -0.10434500000000001 41.11191809080001 199.24932835515003 86.780739992750014 21.482549112100006 37.261389050600009 0.081235000000000016 14.741741751300003 13.775321858200002 35.293770423450006 12.145283772600001 23.393539929150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 10 -5 6 -6 -2 -7 -10 13 12 -12 15 -15 18 24 21 19 25 -16 -18 28 27 -17 -1 -27 -23 29 -21
right_child=1 -3 -4 4 5 8 -8 -9 9 -11 11 -13 -14 14 20 16 17 -19 -20 22 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0061627985909791837 0.10265307294402765 -9.8199351597446131e-05 1.8871823885317946e-05 -0.11789826852896168 -0.12300929738598937 0.00094375501987179779 -0.0015446261840112367 0.033780009094915596 -0.10642244284496759 -0.010416392685536327 0.015074622781619274 0.072616013876985602 -0.10299426534661671 -0.0025690170408535036 0.086864494784155921 0.029191898672421113 0.09534665312041142 -0.093124510543056219 0.095232592624728871 0.06260957003324806 -0.0066889247836515522 -0.0003696644870037944 -0.0038926107356665068 -0.073509945713519709 -0.080846269556859224 0.027536550095282431 -0.10303182485205892 0.061260581600372926 0.096507478250572473 -0.10118398234296262
leaf_weight=2.8413740696960308 0.62581727896394912 44.273577653563336 3.1319894841708447 0.30441804541862794 0.37987469297467924 6.4252545198205553 0.76893833384019672 0.50057663765619509 0.27696063352777844 0.6647939111571759 0.25439559635924425 0.2454861958976835 0.49797640058386605 2.4356181248440403 0.92076702506164998 0.1393970439453448 0.2364956276724105 0.30455131093913301 0.34312788663997196 0.19512510886124779 0.33189247327391058 8.1390779784397527 0.52892168260586914 0.31836212461348701 1.1377268920194223 0.26667550667278295 0.36381502050790004 0.4099535224959262 0.70542242785450071 0.087947537136642495
leaf_count=71 32 2253 88 32 41 124 57 17 98 11 46 21 69 345 44 23 62 25 16 23 40 481 4 53 147 201 54 11 34 110
internal_value=-1.33104e-05 0.00158376 0.0190708 -0.00263857 -0.0129409 -0.00918896 -0.041709 0.0720454 -0.00411778 -0.0386508 0.00175037 -0.0296912 -0.0630723 0.00334247 0.019387 -0.000351937 -0.0088925 -0.000755667 0.0167624 0.0113658 0.0620775 0.00233434 0.0456944 -0.000146325 -0.0688357 -0.00363793 -0.047806 0.0025857 0.0722273 0.0117207
internal_weight=78.0563 48.532 4.25838 29.5243 8.82024 8.51582 1.14881 1.12639 7.36701 0.941755 20.7041 0.997858 0.752372 19.7063 3.68828 16.018 10.6856 9.40844 5.33241 4.98928 1.25266 9.10389 1.51742 8.86739 1.27712 3.47186 0.630491 8.54903 0.988495 0.283073
internal_count=4633 2390 137 2243 363 331 98 49 233 109 1880 136 115 1744 429 1315 802 632 513 497 84 607 171 545 170 326 255 492 167 133
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=18 16 19 2 20 15 3 6 3 3 15 7 0 15 7 4 6 0 8 17 14 10 7 5 0 6 13 9 0 17
split_gain=0.0314477 0.236973 0.30066 0.525652 0.277372 0.24249 0.225828 0.35778 0.346028 0.413526 0.442801 0.398939 0.300734 0.318468 0.202176 0.164746 0.155899 0.235075 0.486088 0.150829 0.188273 0.378186 0.16806 0.159247 0.131448 0.316539 0.373646 0.230998 0.212134 0.202632
threshold=13.900697602550002 22.654947022900004 14.351157895250003 285.01633004880006 40.806664626150003 41.831907381600011 88.813214339350012 16.435384010100005 86.26455603170001 85.589753040950015 30.864223942000002 23.913271136350005 94.625660817400004 28.579157549250002 24.385896469550001 143.58239362595003 14.745344522600002 95.746747857800017 7.943800736700001 199.89028782265004 305.77019055010004 62.036171360100006 23.131311951800004 30.475484469950004 87.261973998100004 16.355382140900002 117.39690118230001 194.03220695150003 85.732241321850012 197.38773738110004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 5 4 -4 6 8 -8 9 12 -11 -10 13 -2 -13 -14 17 18 -17 20 24 22 23 -22 25 26 27 28 -1 -27
right_child=1 -3 3 -5 -6 -7 7 -9 11 10 -12 14 15 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.032113089715198773 -0.0041408880888565858 0.075886555417057577 0.010799781150097885 0.040742929393141801 -0.1001895638347272 -0.067040030042626139 0.07329006529710462 -0.0083109825320728577 -0.10035030786606701 0.079193469933717675 -0.02985018979032238 0.050092654473130042 0.099797726714042273 -0.10412760552748866 -0.046197848746305781 0.057071230549230793 0.04587623256798893 -0.00019339222192176796 -0.10230424687405366 0.029656760577542764 -0.10575801566687917 -0.089323783919307218 0.0020717924079250594 0.010488877459942184 0.013759949158108754 0.003484863330296066 -0.10218490940070653 0.10172054125610659 -0.10869028989506707 -0.038256562316724009
leaf_weight=0.2310922096683139 0.69667769658259959 0.38240949460305174 0.28745687333866854 0.54199697086733056 1.0390470183920113 0.54453428096166945 1.0495604361003636 1.1009018080912936 0.75095806863100623 1.2628674076368032 0.52813641855027516 0.41089066168206045 0.16382506932132201 0.58691983746393817 0.46462041698396206 0.27809708102859687 0.69267041195416723 21.290286129996012 0.61363523491309024 1.8510349252319418 0.30381527456120183 0.65637102804248559 3.0542163549689576 0.19251821993202611 8.3942136344603551 27.925036357017692 0.65023067389847711 0.1804114505648613 0.19926177485467633 1.2135236754256755
leaf_count=120 52 46 19 60 74 46 76 17 51 50 29 17 3 94 30 37 34 1931 189 36 72 91 76 67 242 991 38 4 13 28
internal_value=-1.25372e-05 -0.00237167 -0.0032981 -0.0422342 -0.0761379 -0.000907656 0.000297138 0.0315154 -0.00212301 0.000664395 0.0470384 -0.046875 -0.00275044 -0.0498594 -0.00100725 -0.000125748 -0.000841385 -0.00230022 -0.0526012 0.00170667 0.000503509 -0.01959 -0.00669865 -0.0606681 0.00268251 -0.000376297 -0.0494283 0.00673714 -0.0330815 0.00174647
internal_weight=77.5372 32.6855 32.3031 1.8685 1.3265 30.4346 29.89 2.15046 27.7396 26.1131 1.791 1.62647 24.3221 1.2836 0.875511 23.0385 22.8747 22.182 0.891732 44.8517 43.0007 4.20692 3.55055 0.496333 38.7938 30.3996 1.261 0.610765 0.430354 29.1386
internal_count=4633 2855 2809 153 93 2656 2610 93 2517 2419 79 98 2340 146 47 2194 2191 2157 226 1778 1742 306 215 139 1436 1194 175 137 133 1019
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=2 12 20 16 5 14 7 19 20 13 17 6 9 15 15 7 10 0 6 18 22 16 15 16 17 17 21 16 2 8
split_gain=0.0337341 0.514197 0.186292 0.237382 0.504517 0.216644 0.335415 0.19681 0.191661 0.294186 0.47575 0.186398 0.183304 0.178516 0.165306 0.128505 0.189631 0.25414 0.227688 0.13492 0.118896 0.118112 0.228732 0.107993 0.0997971 0.201808 0.0956963 0.157247 0.0846929 0.0843181
threshold=189.32640726775003 212.31925379130004 41.559097512700014 16.234962035600002 20.743195000100005 293.09468805300008 23.109894804950002 14.451165964200003 42.759119507950011 117.22752832010001 193.44542285585001 15.695366719750002 202.86134752310002 15.840011140850001 45.484733152800011 24.493681682050006 69.633754036750005 96.870523356300012 13.665319288000001 17.108018746400003 -0.079789999999999986 22.574947209950004 38.133874083650007 22.454947490600002 214.22447330960003 236.15709471040003 14.731151610350002 22.644947046300004 283.83865810395008 2.5480115570500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 5 13 -5 14 -7 15 9 -6 -11 -10 -9 29 23 26 -17 -18 19 -19 -14 22 -13 -2 -1 -26 27 -8 -23 -4
right_child=2 -3 3 4 8 6 7 12 11 10 -12 21 20 -15 -16 16 17 18 -20 -21 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.5189139588362136e-06 0.035353778158533009 -0.10898799317081216 0.0042130920383562148 -0.096990828530324633 0.025247639462791877 -0.07967159082852536 -0.040606895118670529 0.094762987672459109 -0.053041150898390337 -0.00523815320378086 -0.098113046547610439 0.0075760894720435113 0.066473058697979065 0.053504753814205441 0.010608034179016491 0.092485639161030794 -0.10108993369432535 -0.074120907263687447 0.090816838895307492 0.030948936077544145 -0.037328121435942295 -0.021972932109954352 0.094124573768798819 0.10101806778348255 -0.083078378808315825 0.075731592287547486 0.012618674052861149 0.016372349183520839 0.019264196441691039 -0.093529775868801582
leaf_weight=58.457649553566917 0.44855145235396932 0.43898823131507825 0.32958175325438599 0.6558541232780043 0.89855113274825305 0.42505084306048946 1.310255313352173 0.51058204169385124 0.4177759563099247 1.385043902177131 0.91651795975849371 0.77399854233954124 0.19337819202337414 1.0324277636937038 0.77110944656305935 0.3629085388383827 0.17575663345633052 0.20977390520263839 0.3655720156384632 0.29279530137417709 0.25699904491193593 0.81790910577547071 0.50432302098488435 0.56712551834061742 0.35202291246355244 0.10355587858430226 1.6669399569509549 0.76836334815016005 1.2735402835969578 0.12053478580105548
leaf_count=2700 31 16 210 185 43 81 42 27 35 40 68 80 21 185 11 29 64 85 36 228 29 39 22 13 108 26 9 19 29 122
internal_value=-2.4866e-05 -0.00116129 0.00384014 -0.00602808 -0.013131 0.0146577 0.00622476 0.012197 -0.00526006 -0.0232777 -0.0422224 0.00996308 0.0537436 0.0305925 0.0455163 0.00444822 0.0302172 0.00856975 0.0307705 -0.0129075 0.00724093 0.0177742 0.0417212 0.0720189 -0.000357821 -0.0469799 -0.00523044 -0.0195445 0.00313747 -0.0219611
internal_weight=76.8034 59.3522 17.4512 9.12606 7.64351 8.32516 6.53838 6.11332 6.98766 3.20011 2.30156 3.78755 0.960959 1.48254 1.78679 5.15237 1.40681 1.0439 0.868141 0.502569 0.450377 3.36977 1.27832 1.01568 58.9132 0.455579 3.74556 2.07862 2.09145 0.450117
internal_count=4633 2850 1783 1058 541 725 670 589 356 151 108 205 77 517 55 512 442 413 349 313 50 170 102 44 2834 134 70 61 68 332
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=20 15 23 13 8 15 10 21 0 7 5 5 8 13 13 22 0 20 5 7 21 5 8 0 5 21 2 16 22 21
split_gain=0.0343129 0.0627124 0.0635805 0.0365722 0.0330566 0.0696584 0.0726562 0.0455404 0.0472342 0.0726961 0.0744904 0.0446351 0.0709079 0.0917927 0.206106 0.106774 0.0618485 0.067554 0.0644506 0.0422592 0.0392869 0.0387313 0.0719141 0.0377744 0.187138 0.145204 0.166884 0.127196 0.114932 0.0577916
threshold=32.724174661450007 37.491361913600009 0.072890000000000024 109.58961877145002 1.5487913386000003 21.086216674150005 90.937096262400004 21.779899400000001 118.55293817840001 24.021206791900003 1.1948093529500003 13.252098438300001 8.0437227585500022 98.255079293500017 100.88707980320002 -0.15397999999999998 101.19356403005001 44.749265482150008 10.36813655115 26.926064179150003 20.581461612800002 11.452575093200002 7.1444245619500011 97.886760529650019 16.316541761950003 6.7841715403000018 201.25557642380002 14.504966081100003 -0.076544999999999988 4.5589219677500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -2 -11 12 13 16 -15 -16 -6 18 -18 -17 -12 22 -20 24 28 -25 -27 -28 -13 -26
right_child=4 -3 -4 -5 11 -7 -8 -9 -10 10 20 23 -14 14 15 19 17 -19 21 -21 -22 -23 -24 25 29 26 27 -29 -30 -31
leaf_value=-0.10090050533928741 0.067987961391987206 0.10047081977569064 -0.10350745710362652 0.074879230780313666 -0.10075760787226506 -0.10101292591597022 -0.10053765848569179 0.10029512687981589 0.088817498467312503 0.10015375713379303 -0.10084002956367125 0.0082571214048486382 -0.07313674184147613 0.085863715025109658 0.056222535120296041 -0.10164355462017655 -0.10042557561232678 0.067318252898984049 0.089014501903945151 0.0055431707062997097 0.038103356133214035 -0.0077818041650517368 -0.10113704957134749 -0.0017959441141015082 -0.0039978910852376268 -0.088054363763403032 -0.076305424382386647 0.043761117686310073 0.085918801696943131 0.0022037429536578669
leaf_weight=0.01664301000972912 0.067783479764328969 0.027267338708043098 0.1210362387685251 0.040981913431096473 0.057484359844237387 0.098016103657300846 0.069691678554590908 0.049369801301509142 0.04684543986513745 0.02703526709228754 0.1329136970248328 0.35665142227662727 0.085873314281570745 0.48124109131458681 0.10918332863366231 0.12337781819405791 0.065756517755403365 0.15123711781780003 0.10416513330892485 0.052406070986762643 0.024029471911489964 0.59528462394519011 0.024582850384149424 6.0770123004695042 23.11637260032785 0.44557163128047239 0.13585249982861569 0.2517153745466203 0.40918474306817998 42.935937846268644
leaf_count=74 26 2 109 56 35 127 236 7 10 6 164 23 46 57 13 57 232 24 20 9 3 81 87 321 1179 112 43 33 39 1402
internal_value=-2.21812e-05 -0.0407869 -0.0623457 0.0241112 8.81369e-05 -0.0251443 -0.00733995 0.0113254 -0.00338431 -0.0205403 -0.053157 0.000260302 0.0155994 0.0199174 0.0459531 -0.0214463 -6.11131e-05 0.00609012 -0.00563448 -0.0696882 -0.0795665 0.00297443 0.0527074 -0.000124712 0.000603199 -0.00716329 -0.0463133 0.00167471 0.0497516 3.33528e-05
internal_weight=76.3005 0.205929 0.178661 0.0576249 76.0946 0.515685 0.417669 0.347977 0.298607 0.251762 0.183978 75.5789 1.85059 1.76472 0.766208 0.284967 0.998511 0.941026 0.789789 0.175784 0.156943 0.724033 0.128748 73.7283 66.8181 6.91015 0.83314 0.387568 0.765836 66.0523
internal_count=4633 241 239 130 4392 579 452 216 209 199 173 3813 661 615 136 79 479 444 420 66 167 188 107 3152 2643 509 188 76 62 2581
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=0 5 15 3 5 22 5 23 22 18 19 12 2 4 6 20 16 5 9 17 6 20 12 22 22 23 13 20 18 23
split_gain=0.0339096 0.0692278 0.112681 0.117271 0.100975 0.103644 0.0707777 0.204656 0.0586412 0.0652368 0.0763297 0.0478176 0.0443403 0.299509 0.330252 0.262823 0.218003 0.364764 0.182864 0.196968 0.197421 0.281748 0.186378 0.169055 0.221489 0.167087 0.164171 0.141564 0.17105 0.196739
threshold=71.249517373150013 25.704065249550002 51.19990836680001 93.292185584700022 26.429611911700004 -0.016014999999999998 24.453399453300005 0.090465000000000031 -0.23381499999999997 11.890615410500002 13.351077205700003 113.06878671485002 189.32640726775003 274.52314445175006 13.400313096150002 41.559097512700014 15.564963602350003 20.743195000100005 190.90230715925003 187.81654873955003 16.505385645700006 40.165165956550005 299.36769882020002 -0.064729999999999996 -0.08725999999999999 0.083070000000000019 95.636521074450016 42.654057868200006 13.581061237400002 0.089345000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 3 -3 -5 11 12 -8 -1 10 -10 -6 13 -2 -15 18 26 -18 25 -20 21 22 -21 24 -23 -14 -17 28 -19 -30
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 -13 15 14 -16 16 17 27 19 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10150781096180728 -3.0725959942562644e-06 0.089557993662215618 -0.084530438327493282 -0.10156915987108213 -0.037965103751506524 -0.1006648746410031 -0.10220835086490421 -0.0067329158552514971 -0.10191363269029924 -0.10368935487499263 0.073687877902496021 0.051450501519056682 0.019570612109162409 0.0071351252192542146 -0.10862250619250238 -0.0037307964149087291 -0.083595516281080237 -0.0082965886877979442 -0.04981036536159298 0.026838852277800869 0.0060337711338504865 0.08512595254426189 -0.072721918961352466 0.094762577676409041 -0.025995186597640236 -0.09646746537067169 0.07135646988787725 0.0073371950501797505 -0.0033770878140764143 -0.11250846875863063
leaf_weight=0.089590200488601113 57.463144486135675 0.28374898352194466 0.084819339243040304 0.069240268909197766 0.068662405719805975 0.05816951426822925 0.25555678144883076 1.8482452240605196 0.032426749588011172 0.047661321557825431 0.10460720177798066 0.46380248012428638 0.24777482865428435 0.45611039454158131 0.53619225645115876 0.60572760634477141 0.68509569182333496 1.8146803164854648 0.33655970432391757 1.4408500376274562 2.2885156814008951 0.38058174531488476 0.21624480172226856 1.1294608564594453 0.33928308301074128 0.24859243056761215 0.56073628338072012 3.2541569167588023 0.28289139083062753 0.39704440324567258
leaf_count=71 2148 21 62 48 11 49 131 52 89 36 34 171 132 207 32 402 204 28 39 102 40 32 62 97 26 93 57 103 27 27
internal_value=-2.11581e-05 0.000105817 0.025874 0.0357979 0.0126809 0.0260745 -0.000248536 -0.0183307 -0.0351186 -0.00291516 0.0321348 0.0399202 0.000274845 -0.000943705 -0.0554147 0.00528117 -0.00741074 -0.0146221 0.0198353 0.0245613 0.0288807 0.043792 0.0138465 0.0706248 0.0327529 -0.038544 0.0323648 -0.00640232 -0.0243251 -0.0671037
internal_weight=76.0902 75.8159 1.02844 0.943624 0.659875 0.590634 74.7874 2.1038 0.274285 0.184695 0.137034 0.532465 72.6836 58.4554 0.992303 14.2282 7.60033 6.43387 6.62786 6.1315 5.79494 3.50642 1.65709 1.84933 0.719865 0.496367 1.16646 5.74877 2.49462 0.679936
internal_count=4633 4403 362 300 279 231 4041 183 230 159 123 182 3858 2387 239 1471 848 389 623 398 359 319 164 155 58 225 459 185 82 54
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=9 22 16 20 18 2 0 6 22 18 7 9 9 22 6 2 15 5 3 7 0 21 7 17 0 12 4 14 14 17
split_gain=0.0319684 0.128288 0.107654 0.0966489 0.0488948 0.048619 0.0886785 0.100309 0.0479073 0.0400645 0.0397788 0.0337358 0.0638815 0.178103 0.0686861 0.121275 0.0791309 0.0452838 0.105229 0.144306 0.11661 0.0627618 0.0701126 0.0555436 0.203111 0.202257 0.115011 0.354919 0.180749 0.209314
threshold=223.65407503400004 -0.0098449999999999979 22.544947280100004 41.741384785950011 15.711526640050002 349.18346353035002 87.345316200150009 15.975373262050001 -0.031989999999999998 17.479796446900004 25.554696898500001 219.87257840710004 215.63980588275004 -0.083004999999999982 17.755414852450006 56.799426908350007 43.376643616500012 25.704065249550002 93.499196860750018 19.506002767000002 71.249517373150013 11.365119104850001 18.276616214250001 201.39543491635001 86.692020874450009 104.24845815275002 295.39139496705008 265.16683954625006 332.00884822475001 203.65799419860002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 11 -7 8 -8 -6 -5 12 14 -14 17 -16 -17 23 -19 20 21 22 -20 -1 -25 -26 27 -27 -28 -30
right_child=1 -3 -4 10 9 6 7 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 19 -21 -22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=0.00089499037535937002 0.091629038695091994 -0.077865799121535448 0.096363075180339722 0.022196892481578558 -0.0716660307999024 -0.10263046627803139 -0.077557182787229284 0.10039841932310567 0.010400127873884772 0.042559240584136487 -0.10138775325973669 -0.016152703952028998 0.064191553113653613 -0.0014954158894540748 0.025783404249349384 -0.10273734241909652 0.042639697168333997 0.08283013950682877 0.069878175449500285 -0.10080024572146072 0.071061759115021272 -0.10192247621817307 -0.066825172829063209 -0.10681699438993708 -0.076333288061774265 -0.0011349061414702962 0.05064948530896949 -0.077034576520747328 -0.10673631748743509 0.01001645221709809
leaf_weight=59.970059407960363 0.11395579855889082 0.10992997768698742 0.21413007890805602 0.037111523561179638 0.047164349420199869 0.13004062048275855 0.12683462233044906 0.070735357701778412 0.12099826017106352 0.088000433933871136 0.087340293408942671 1.2744269401433701 0.58674647671114155 1.3921466862575458 0.17800415192323171 0.23643706118127739 0.044486357157438761 0.21844450244679947 0.085415186032150814 0.11164140214532381 0.2595073656848399 0.074995029910496669 0.066905427523124672 0.20036327278285071 0.38320309514528972 6.6366595682901544 0.95138104451503158 0.67914387574808177 0.18142725344478072 0.9995110016205615
leaf_count=2721 11 35 18 3 19 57 93 9 34 47 62 82 68 69 23 202 10 12 38 204 33 30 27 17 35 217 118 110 53 176
internal_value=-2.16978e-05 0.021286 0.0398323 0.00742917 0.0433798 -0.000219951 -0.033042 -0.00463581 -0.0346142 0.00270152 -0.0645348 -2.23915e-05 0.000258224 0.0179809 -0.000233815 -0.0387958 -0.0797158 1.60795e-05 0.0234241 0.00174042 0.0252557 -0.0270372 0.00983249 -0.000257088 -0.00714429 -0.00511295 -0.00222435 -0.00818086 0.0182119 -0.00792025
internal_weight=75.6771 0.697632 0.587702 0.373572 0.249121 74.9795 0.448609 0.318568 0.247833 0.135165 0.124452 74.5309 73.2565 1.97889 71.2776 0.458928 0.280923 70.8187 0.816909 0.598464 0.486823 0.227316 0.152321 70.0017 10.0317 9.83133 9.44812 7.3158 2.13232 1.18094
internal_count=4633 195 160 142 77 4438 193 136 127 66 65 4245 4163 137 4026 235 212 3791 344 332 128 95 65 3447 726 709 674 327 347 229
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=20 20 21 15 9 23 23 23 22 20 10 22 19 9 19 20 2 23 15 3 13 3 7 7 7 7 16 9 6 22
split_gain=0.0306041 0.0582723 0.113989 0.0699302 0.0620934 0.106014 0.239571 0.178814 0.115184 0.202971 0.104123 0.122762 0.100978 0.0826781 0.209913 0.248071 0.189861 0.136148 0.0991091 0.0749456 0.26705 0.136088 0.143249 0.090806 0.092932 0.0779867 0.142689 0.0885294 0.143271 0.209192
threshold=49.292797572200008 47.927946529500012 16.464809133250004 19.198394745150004 181.33671263215004 -0.20885999999999996 -0.25587999999999994 0.091510000000000022 -0.088880000000000001 43.022303514600004 62.084563606450011 -0.61402999999999996 10.450843205950003 186.70853236170004 14.451165964200003 41.873095646600007 121.36426933400001 -0.27297999999999994 36.136500007950012 93.883646373400012 117.60122400020002 93.969677033550013 22.557405306150006 22.747724408400003 23.736034462250004 22.460452099450002 20.864951208700003 190.07378137140003 16.485385178400005 -0.033594999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 12 8 -7 -10 -9 -12 -1 14 16 -16 18 -18 -6 25 -21 -22 -23 -24 -25 26 -15 28 29 -27
right_child=-2 2 -4 -5 13 7 -8 10 9 -11 11 -13 -14 19 15 -17 17 -19 -20 20 21 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.047954583344050998 -0.027548005657301068 -0.026967736938932077 -0.060514382090334551 0.062992971891485727 0.009227438857559991 -0.10172352206723256 0.059677307544944873 0.0090834894738604979 -0.086630308938958622 0.033709836219672766 0.10069629957216777 -0.093432972351617849 -0.093198878669487589 -0.0075424189369891793 0.10069972558116386 -0.010930749567253616 0.0028060629635700322 0.073450560248751656 -0.023209461813544156 -0.10224188370866248 -0.071702007575600052 -0.014557259026960404 0.092813068926080905 -0.066652641194747009 0.059001214111450644 -0.059503552475682765 0.061181983604012773 0.00048436544399771983 0.015224588814906296 -0.0003550098265360991
leaf_weight=0.067817475220223855 0.40182147048790184 0.10532565976791275 0.11898232908424689 0.48111516516655684 1.9266464830143371 0.37005812326059173 0.49790480730609976 1.2486884920399459 0.29724069571843514 0.26520810747638279 0.038757113739848026 0.20420865309230152 0.20056953777952913 0.63420863915234693 0.52122177934506897 0.32208937621908262 0.50937356054782834 0.58740821987066749 1.8430671179667113 0.32686994374853329 0.25042449833745184 0.95881634339457356 0.25755517347715795 0.099547915004222887 0.14400276963715442 1.1777156301494647 0.57694893749430776 58.719687692328762 1.0240876254683824 1.2146051019644792
leaf_count=30 314 55 32 60 26 494 142 39 216 134 2 124 211 10 49 22 2 50 20 117 20 74 13 20 32 57 32 2189 18 29
internal_value=-2.39369e-05 0.000123546 0.0287293 0.0468359 -0.0001481 -0.0137959 0.018626 -0.0240447 -0.0583948 -0.029887 -0.00257075 -0.0624661 -0.0575315 0.000464365 0.0120043 0.0580642 0.00402265 0.0406414 -0.00663143 -0.000543382 -0.0194225 -0.00359458 0.00808807 0.0514177 0.00764197 6.37605e-05 0.0251952 -0.000426103 -0.0160748 -0.0294732
internal_weight=75.392 74.9902 0.705423 0.586441 74.2847 3.19045 0.766292 2.42416 0.932507 0.562449 1.49165 0.242966 0.268387 71.0943 5.70981 0.843311 4.8665 1.09678 3.76971 65.3845 2.03722 1.71035 1.45992 0.501106 0.243551 63.3473 1.21116 62.1361 3.41641 2.39232
internal_count=4633 4319 147 115 4172 1392 383 1009 844 350 165 126 241 2780 169 71 98 52 46 2611 276 159 139 65 52 2335 42 2293 104 86
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=20 20 9 19 15 6 20 18 22 22 23 22 23 9 20 19 2 9 20 2 22 12 0 10 21 23 4 6 3 7
split_gain=0.0282119 0.190889 0.345518 0.154568 0.329901 0.124853 0.140404 0.26684 0.113997 0.320517 0.308843 0.141077 0.12049 0.103367 0.102462 0.103253 0.0856496 0.0803581 0.0944015 0.084641 0.0799837 0.0653572 0.122463 0.0587145 0.223548 0.163036 0.0835141 0.125739 0.0858608 0.134848
threshold=38.474425342400004 38.751720283100006 201.81004550795004 14.351157895250003 38.469938489650012 16.695390085100005 39.032633164100012 14.668863553700001 -0.057599999999999998 -0.093604999999999994 0.091885000000000022 -0.094409999999999994 0.099465000000000012 191.61296531520003 39.788107623550012 14.551174033150001 312.25197865035005 227.40597858270002 43.477771593600004 113.96113505555 -0.11692 79.204428604100016 92.168410086200012 61.821094709650005 3.9632429946000003 -0.225495 156.40313730310001 16.585387514950003 94.227769014100019 22.435297587800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -5 6 7 -3 9 10 11 16 20 -11 -7 17 -1 18 -16 -20 -12 22 -8 24 -23 -26 -25 28 -28 -30
right_child=1 5 -4 4 -6 14 21 -9 -10 13 12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 23 -24 26 25 -27 27 -29 29 -31
leaf_value=-0.097137158983496008 -0.11302047150306888 0.1004660487067298 0.036769620025911769 0.081722860719565193 0.0028877978810076515 -0.092218656666618368 -0.098581622836947408 0.00051699728481622458 0.0058729415710903924 0.024311952327870485 0.0099643393664131871 0.10166398416695188 0.0023549680506795927 -0.10416804558649709 -0.1023131467483413 0.047128142238877929 0.014386610109579662 0.086841406123575701 0.075744828464100689 -0.10052492962104119 0.094119217146523354 0.082138784579287583 0.0073079884064717023 0.035109276920985442 0.0086622598603345435 -0.099051004882339741 -3.1811108002237488e-05 -0.041452228010435327 -0.02880335159269555 0.080705583414191567
leaf_weight=0.42145843235050506 0.39619697310263191 0.40277380775660165 0.25190461329179925 0.75399129465222392 1.7933612482156602 0.25258612807374348 0.19284797459840675 0.79304618425339868 5.4997664490656017 0.072072405798451089 0.17382969827713168 0.047328203916550016 0.83012708361377463 0.47745166939330375 0.20917943677454787 0.17877873985707993 0.082313132932242183 0.040735913440585136 0.073049198315857211 0.043440873252620804 0.32241411101040263 0.14660641344380465 0.25185627053724602 0.67774271382950146 0.23428328169393353 0.35112728940657689 58.873108532543824 0.72960877291916304 0.17408586607780208 0.31758007298412849
leaf_count=337 32 17 21 45 32 26 10 40 294 43 44 1 70 89 164 34 34 6 15 69 20 17 35 29 51 67 2807 20 141 23
internal_value=-2.11521e-05 -0.000801831 -0.0547999 0.00479305 0.0262222 -0.000254522 0.000242157 0.0341816 -0.00209345 -0.0201459 -0.000485286 -0.0634068 0.0256583 -0.0873174 -0.0395674 -0.0151738 -0.0789149 -0.0455726 -0.0621354 0.0100112 0.0646405 -0.000412989 -0.0386115 -0.000136795 -0.028289 -0.0559438 0.000202306 -0.000191374 0.000315733 0.0419314
internal_weight=75.0647 64.5905 0.648102 10.4741 2.54735 63.9424 63.1447 1.19582 7.92676 2.42699 1.87747 0.5511 1.32637 0.549524 0.79777 0.545184 0.503772 0.366405 0.32567 0.11649 0.496244 61.9488 0.444704 61.5041 0.732017 0.585411 60.7721 60.0944 59.3648 0.491666
internal_count=4633 3624 53 1009 77 3571 3257 57 932 638 506 372 134 132 314 288 371 254 248 84 64 3200 45 3155 135 118 3020 2991 2971 164
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=9 22 16 20 10 2 0 5 10 4 17 17 5 17 17 22 22 17 6 21 18 8 17 2 17 16 15 19 23 16
split_gain=0.0280008 0.10838 0.0960045 0.0847233 0.0460432 0.0421725 0.081073 0.0921397 0.0495618 0.039132 0.0369842 0.034558 0.0713653 0.0349275 0.100355 0.132992 0.102929 0.200969 0.0872962 0.0828445 0.136173 0.129969 0.072109 0.0860822 0.0647227 0.064477 0.179226 0.249992 0.206375 0.121739
threshold=223.65407503400004 -0.0098449999999999979 22.544947280100004 41.741384785950011 78.728807892050014 349.18346353035002 87.345316200150009 20.608876568850004 84.92839234085001 261.61825292320003 184.16216363550004 162.04221493815001 28.543718473100004 174.72950843050003 173.77968723070003 -0.24150999999999997 -0.031989999999999998 164.30394926590003 15.345358541850002 18.973429796900003 11.890615410500002 8.543332867800002 168.62011096010002 233.38240125640002 179.88087463185005 14.184966829400002 20.538897842700003 12.250988447150002 0.089045000000000027 9.7049773055000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 11 -7 8 -8 -5 -6 12 -1 14 15 -13 18 -18 22 20 -20 -22 23 -17 -15 29 27 -27 -29 -26
right_child=1 -3 -4 9 10 6 7 -9 -10 -11 -12 13 -14 24 -16 16 17 -19 19 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.084889503567366284 0.069856300691598108 -0.073743284286257954 0.095487638283667325 0.02459656868498214 0.049212833880972612 -0.10239973843457549 -0.10134748514662378 0.048124388846868635 0.027933900537629053 -0.1013414832927414 -0.10099597723071801 -0.080410917020902417 0.036113630782598591 -0.019944988760241887 0.063529021491443238 -0.060329063142110811 0.008765312134036321 -0.10343897806168351 0.077220078293534944 -0.10237768042159806 -0.10502422686880548 0.081238063106989278 0.08722965625081712 0.097068436174900491 0.032466945384694267 0.079623644287172779 -0.00013127546372659131 0.053374461229724703 -0.10286855376327425 -0.04863214319417232
leaf_weight=0.13298334019834968 0.16780034563271329 0.10209006977947765 0.19155368767678738 0.035653161816298962 0.03151664904817153 0.11728461905295162 0.099630432559933979 0.15820865011846763 0.042219352274941002 0.080111919339287851 0.034156524618992989 0.17250904551815516 0.076941506302318885 1.6437994319838498 0.32328905583295853 0.085378772272634795 1.0707370190243617 0.187596018256727 0.19852110673673451 0.063959789069485851 0.11539262532096473 0.055470214843808208 0.36715352504324983 0.058592885712187126 0.25621977445118105 0.64160572355694867 67.174765152805378 0.16514517135328788 0.17320168576225115 0.66680746457215889
leaf_count=291 33 35 18 5 6 57 53 30 53 60 38 106 78 252 49 88 29 98 31 13 109 9 45 16 278 86 2176 40 29 422
internal_value=-2.31587e-05 0.0207567 0.0385963 0.00739193 0.0420744 -0.00020357 -0.0319022 -0.00434665 -0.0628689 -0.0625553 -0.0289106 -2.38987e-05 -0.0405395 9.19446e-05 0.0112576 0.0041432 0.0107649 -0.00796244 0.0357157 0.0026977 0.0208918 -0.0445546 0.0637092 0.00372781 -0.000334114 0.000132554 0.000488097 0.0429455 -0.0266072 -0.0261201
internal_weight=74.6903 0.642882 0.540792 0.349239 0.233474 74.0474 0.417343 0.300058 0.14185 0.115765 0.0656732 73.6301 0.209925 73.4201 2.6986 2.37531 2.2028 1.25833 0.944469 0.433344 0.369384 0.170863 0.511125 0.143972 70.7215 69.0777 68.1547 0.979953 0.338347 0.923027
internal_count=4633 195 160 142 77 4438 193 136 106 65 44 4245 369 3876 593 544 438 127 311 162 149 118 149 104 3283 3031 2331 155 69 700
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=20 21 21 18 20 23 9 0 9 2 21 21 8 20 18 0 21 21 21 10 13 13 10 10 9 21 12 5 16 19
split_gain=0.0280815 0.0528044 0.0628101 0.0644888 0.0501047 0.0917865 0.0772251 0.0724892 0.0486929 0.0946941 0.112161 0.184325 0.11093 0.118208 0.105838 0.0774768 0.0691791 0.174233 0.178053 0.0658807 0.0642293 0.0602929 0.0595386 0.0627724 0.0540165 0.12264 0.0718447 0.0386963 0.127846 0.16226
threshold=49.292797572200008 19.549674911150003 3.4893684343500007 18.324911823050005 47.927946529500012 -1.0000000180025095e-35 63.05903418350001 71.249517373150013 181.33671263215004 292.59177727695004 12.717166023350002 3.3335862513000003 6.0452823216500002 43.968221017800005 12.351257465600002 82.250688042950017 17.123843457500005 18.476280862950002 20.581461612800002 67.254468591300011 91.399511060850017 120.78166996855002 84.92839234085001 89.541786492700012 177.59430306730005 15.109659503850002 245.75615448465001 13.153721664750002 12.644970430600003 12.250988447150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 8 6 -6 -8 9 10 11 12 13 -1 15 21 27 -18 -19 -11 22 -13 -21 -24 25 -12 -27 28 -10 -30
right_child=1 -3 3 -5 5 -7 7 -9 16 19 24 14 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.092964546721864466 0.042445645595204015 0.027561610931000215 -0.1015183809525167 0.049277245571691213 -0.083326124650107289 0.066180296305122455 -0.037925400770405404 0.074129999105919595 -0.10108028153996802 -0.10064851745029822 0.084735923282755823 -0.10041235517096284 0.074826882219940022 0.024969321626647403 -0.098272201477503762 0.10050127909952636 0.091208388456468142 -0.07242241060657105 0.054374901335781781 -0.078317879775921653 0.081776470141819144 0.10065891084651611 0.086535002360263666 -0.10047931569283881 -0.011922368295703574 -0.10082860608963284 0.038988153627063135 -0.00014720770026698137 0.087983253550612983 -0.016410131501986214
leaf_weight=0.1546713756538336 0.055635284443268485 0.12188351212535053 0.17522318101146084 0.033836512637208216 0.098410137095925165 0.31771107017129807 0.10728627649950795 0.12498588758171536 0.072862059749580932 0.034164116346801054 0.19832577537272289 0.067809424856477563 0.15040429199643768 0.18865355296475173 0.51939885709111877 0.049538282677531242 0.29010440180718333 0.21962616581731709 0.2233922759151028 0.063066400996490302 0.20608042500680313 0.019117452204227448 0.080613099838956259 0.023088719066251429 1.1034671533852813 0.078814812717610039 0.068862290703691542 68.998803947419219 0.31873455393360928 0.27941143153657322
leaf_count=500 19 31 224 40 33 70 23 21 287 36 38 156 25 36 351 5 15 18 22 30 25 1 10 100 12 54 13 2320 25 93
internal_value=-2.12934e-05 -0.0269033 -0.0519826 -0.077112 0.00011903 0.0277955 -0.00908366 0.0223717 -0.000125425 -0.0125893 -0.0196129 -0.0429391 0.00321205 -0.0281611 -0.0776813 0.000689543 0.00040676 0.0309648 -0.0084848 0.032261 0.0444395 -0.0561916 -0.00169883 0.0448971 -0.00111254 0.033362 -0.0356316 8.52026e-05 0.0239836 0.0392181
internal_weight=74.444 0.386578 0.264695 0.20906 74.0574 0.648393 0.330682 0.232272 73.409 3.00608 2.59906 1.14959 0.493729 0.343325 0.655864 0.136465 70.4029 0.733123 0.443018 0.407013 0.372849 0.0869269 0.166768 0.103702 1.44947 0.346003 0.147677 69.6698 0.671008 0.598146
internal_count=4633 314 283 264 4319 147 77 44 4172 1392 1191 1074 561 536 513 162 2780 55 40 201 165 157 140 110 117 105 67 2725 405 118
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=6 3 6 3 17 0 10 3 7 13 22 6 22 0 0 20 20 9 22 8 23 6 22 21 22 19 21 10 23 16
split_gain=0.0289042 0.241369 0.381596 0.329829 0.579695 0.20567 0.42181 0.432946 0.215181 0.153651 0.201849 0.16832 0.152387 0.136178 0.126689 0.113339 0.306957 0.3127 0.183493 0.314647 0.287248 0.249047 0.200875 0.228688 0.191735 0.1694 0.134398 0.116926 0.152708 0.221422
threshold=14.845346859150002 86.26455603170001 15.155354102400002 85.589753040950015 186.18082682465004 90.321439350550008 66.859265246100009 87.399085362750014 23.913271136350005 113.89115178020002 -0.23455499999999999 15.745367888000002 0.22387500000000005 88.350799540950007 93.843319501450011 42.243697547450004 42.431220712750012 207.40106631805003 -0.06828999999999999 8.2435668022500028 0.093325000000000033 16.555386813950005 -0.080234999999999987 9.2861839891000013 -0.078549999999999995 14.351157895250003 15.833449912500003 62.132955852800002 0.092385000000000023 21.979948601300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 4 -2 9 8 -8 -7 10 -4 13 -3 -11 -5 26 -17 18 20 -20 21 22 23 -18 -24 -22 27 -13 -29 -30
right_child=1 2 5 14 -6 6 7 -9 -10 11 -12 15 -14 -15 -16 16 17 -19 19 -21 25 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0026104073026329191 0.082081429554888979 -0.097115915795708663 0.04266174675514766 0.037401819687867315 -0.088536917769760207 0.025003571101747619 0.063346742603000605 -0.084648316161936299 0.10104355544204012 0.093357978465080246 -0.092234858541975162 -0.0020597435538120437 -0.010379662692333459 0.00818688191363387 0.10138158056573243 -0.096413778458038557 -0.0090875671771992114 -0.090722805060071923 -0.001853397575196681 -0.091177842138809584 0.10333149475588035 0.059948878293950215 0.0022930983193189562 -0.08016814303247842 0.10155850968342882 0.0098928518949867837 0.031724174434096308 0.003395442558154862 -0.004098730527261841 0.071971839682817451
leaf_weight=27.259309002651776 0.35140727832913343 0.55525695568053279 0.15587558118431843 0.66061563300900139 0.45955707423854619 0.76351409964263373 0.32425516576040525 0.50633785000536591 0.72603277629241347 0.34536074282368545 0.38464259395914169 23.844936459476237 0.3188860816298984 0.41128306463360786 0.58229582593776286 0.39401422509035811 4.350085052679785 0.41903445933894623 1.2144391459387396 0.58398006489005627 0.43759951331594482 0.58507263036153734 0.57926933839917183 0.50519455259382073 0.29300880494702131 0.34858523229195271 1.4906905535608519 3.7878170416515777 0.65363366555538938 0.92291016806848347
leaf_count=2736 6 40 43 26 42 19 13 38 34 18 176 618 22 24 18 34 134 58 59 42 10 79 5 58 59 32 31 81 45 33
internal_value=-2.0279e-05 0.00148338 -5.00125e-05 0.0350063 -0.0146045 0.00124896 0.0302272 -0.0268725 0.0620669 -0.000363072 -0.0533331 0.000332421 -0.0654747 0.0470622 0.0673759 -0.00054255 -0.00995922 -0.00630279 -0.00232684 -0.0308587 0.00490144 -0.00219748 -0.00854576 -0.0164835 0.0356376 0.0619019 0.00243591 0.000941184 0.0142805 0.040433
internal_weight=74.2149 46.9556 44.9017 2.05388 0.810964 44.0276 2.32014 0.830593 1.48955 41.7074 0.540518 41.1669 0.874143 0.756644 1.24291 40.4103 9.71028 9.31627 8.89723 1.79842 7.09882 6.31263 5.72756 4.85528 0.872278 0.786185 30.7 29.2093 5.36436 1.57654
internal_count=4633 1897 1805 92 48 1743 104 51 53 1639 219 1420 62 42 44 1378 570 536 478 101 377 335 256 192 64 42 808 777 159 78
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=22 8 9 20 4 12 12 5 21 22 15 22 16 13 22 15 20 15 3 9 16 23 20 20 13 8 7 6 6 9
split_gain=0.0281196 0.156843 0.248304 0.187543 0.115933 0.155062 0.144296 0.128808 0.151918 0.121651 0.118226 0.0721946 0.158802 0.171115 0.162177 0.0877711 0.0729948 0.128294 0.0740888 0.0925026 0.0600649 0.0888948 0.0586514 0.0568611 0.111803 0.317612 0.210209 0.208342 0.188505 0.16968
threshold=-0.27494999999999997 8.3434888241000014 212.20546459280004 39.571921479100006 222.34787280370003 199.81321265885003 208.33288250865004 14.72856291645 5.3499444300500008 -0.58835000000000004 33.423812040500003 -0.16164499999999998 22.399947619200002 117.51519334005 -0.24150999999999997 28.579157549250002 44.279556297950009 19.198394745150004 91.302726568150021 64.155439819650013 12.604970524100002 0.078655000000000017 46.095286511800005 39.198779702000003 113.98793627290001 8.4434108459500017 23.263685695600007 14.845346859150002 14.965349663000001 188.55070358395002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 7 -7 8 -6 -1 -11 12 14 -14 -2 16 18 22 -16 -20 21 -13 -18 24 26 -26 29 -28 -29 -22
right_child=11 2 3 -5 5 6 -8 -9 -10 10 -12 20 13 -15 15 -17 17 -19 19 -21 23 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.081544960777470865 -0.087330889445822332 -0.098636092702968636 -0.073917885640697512 0.069388771278686742 0.065015410829990392 0.092535381177506815 -0.0051098909145512929 -0.10756818301868301 -0.10209077877575506 -0.10107004958962125 0.10042959410723376 -0.0049831755638562944 0.087704845868709802 -0.024124507749887926 0.09421601167031339 -0.057522898398881889 0.034621370615098276 0.03578004697751392 0.10051689999476071 -0.10123417238693894 0.016223338534205815 -0.10065560723733631 -0.089552054660338332 -0.0012820373319590616 0.083283346957034446 0.0061685299672553104 -0.0015516277869118259 0.082840553217807936 0.0052084161854467868 -0.081435820486945087
leaf_weight=0.33168304530408932 0.18836491086153717 0.43165255717758544 0.15204333600559039 0.22865623173129279 0.13582581174424013 0.19156641225572457 0.72069751643493873 0.23516344172821846 0.090752862346562324 0.08573847756178965 0.044093070551753044 0.28807339256582665 0.50914941763039667 0.1871124004246667 0.22581684464262142 0.15227683396005887 0.050074117330950685 0.43353063149697846 0.04068559012375772 0.051483176446708967 0.26821285181904286 0.14651266628261084 0.15825535337717156 56.39620947673302 0.67328776747308383 2.5835309427930042 6.8938275182098447 0.60620729753281899 0.64618983888067305 0.52843816342647187
leaf_count=32 140 45 22 31 59 15 126 23 37 100 4 275 30 49 72 59 9 77 5 152 85 515 83 2071 47 71 319 22 36 22
internal_value=-1.27226e-05 -0.010131 -0.046715 0.0121551 0.00606006 -0.00850533 0.0153947 -0.0557245 -0.00191659 0.0494237 -0.0326372 0.000364485 0.0191101 0.057652 -0.00152473 0.0130086 0.0241982 0.0047881 0.063378 -0.0121762 -0.000177742 -0.0372374 -0.0597057 5.70476e-05 0.00624731 0.0221106 0.00047021 0.00526471 0.0427853 -0.0485564
internal_weight=73.6751 2.64787 0.812352 0.3807 1.83552 1.37401 0.912264 0.461742 0.226579 0.461515 0.129832 71.0272 1.99675 0.696262 1.30049 1.11212 0.959846 0.64186 0.317986 0.0921688 69.0305 0.434586 0.208329 68.5959 12.1997 3.25682 8.94288 8.14622 1.2524 0.796651
internal_count=4633 494 98 53 396 260 141 119 96 136 104 4139 676 79 597 457 398 169 229 157 3463 790 92 2673 602 118 484 377 58 107
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=9 22 0 20 2 0 6 22 10 0 17 17 7 20 16 13 21 22 19 18 6 13 10 17 8 21 7 10 18 10
split_gain=0.0281211 0.0939734 0.085806 0.0844452 0.0385257 0.06971 0.0772778 0.0413035 0.0303243 0.0375254 0.0298568 0.135067 0.0725005 0.114389 0.0550575 0.146278 0.0836287 0.116001 0.0998425 0.052555 0.139493 0.0882327 0.17684 0.136022 0.202109 0.0785702 0.0925758 0.0833553 0.0748617 0.0704839
threshold=223.65407503400004 -0.0098449999999999979 94.354126546200021 41.741384785950011 349.18346353035002 87.345316200150009 15.975373262050001 -0.031989999999999998 78.728807892050014 101.11291028615001 208.35751021765003 209.54662559615002 25.198021589200003 41.685324604100011 18.764956119400004 103.39541123890002 10.899813468900001 0.13747000000000004 13.451085274650001 15.917243450850002 14.055328400500002 103.89008753490002 75.499969677400017 182.37451917730002 7.5441126493500006 3.4893684343500007 26.709562027450005 80.13218303615001 14.365787915650001 78.196493182200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 8 10 -6 7 -7 -4 -10 19 -12 13 -13 15 16 17 18 -14 21 25 23 -23 -1 28 26 29 -27 -25 -21
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 12 14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0012678596602778138 0.080672855653686482 -0.069020698913669062 0.059461810203455638 -0.10086128061537539 -0.10232403750672325 -0.076326951033934443 0.10030569825586746 0.010531874306431405 0.054599738292471736 -0.101065382211382 -0.090808009245871679 0.021222114424218966 -0.10121634600675684 -0.087864531985877403 0.0084625662261382986 -0.10126758499636597 0.079192150647108842 0.078929015191508647 0.043994770022171448 -0.02867312251877658 0.10148539701197234 0.0001670421025972293 0.054341585606647348 -0.069636574165111056 -0.092088572291588136 -0.038873044196680806 -0.10062114307920843 0.0085447451868330294 0.0027717498030815054 0.078306610993813322
leaf_weight=2.6165814617357763 0.24854112009052187 0.096130616616391218 0.12782378832343966 0.064442304219937796 0.10275424715291492 0.10810242185667107 0.054938520304858685 0.11092115627604926 0.029998524929396808 0.032011233513401294 0.19109707977281631 0.16036549644195508 0.15899006588026088 0.23996846657973947 2.2545255221193656 0.17934853601036593 0.11512626683816052 0.085180786820387766 0.06743164625368081 0.074626798617835166 0.16608410328626622 60.522068185538728 0.60860355594195326 0.17875443453794992 0.48451437214680482 0.428769998106873 0.039381571242564917 2.7384338978236542 0.70958660889687053 0.35245238473606832
leaf_count=310 26 35 28 62 57 93 9 34 4 40 54 22 137 26 32 50 45 26 25 9 6 2329 16 96 77 41 231 403 197 113
internal_value=-9.83473e-06 0.0215697 0.0388891 -0.00195227 -0.000187501 -0.0320838 -0.00573902 -0.0323386 0.0316241 -0.0257591 -2.14718e-05 -0.00909699 -0.00430857 -0.0441667 0.00126947 -0.0254879 0.00636137 -0.0205471 -0.0579704 0.0004331 0.0118649 -0.000233945 0.000706392 -0.0146429 -0.0401348 0.00776862 0.0460852 0.00212542 -0.0117985 0.0596132
internal_weight=73.3476 0.598948 0.502817 0.254276 72.7486 0.376716 0.273962 0.219024 0.189834 0.0620098 72.3719 3.45203 3.26094 0.400334 2.8606 0.606077 0.426729 0.311602 0.226422 68.9199 3.79975 65.1201 61.1307 3.98944 1.37286 3.63366 0.466461 3.1672 0.888341 0.427079
internal_count=4633 195 160 134 4438 193 136 127 72 44 4245 417 363 48 315 283 233 188 162 3828 803 3025 2345 680 370 797 353 444 293 122
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=18 10 2 21 15 21 12 7 10 2 21 7 18 7 2 18 16 7 13 3 21 21 13 10 9 8 5 23 23 10
split_gain=0.0270362 0.067818 0.0519703 0.0747661 0.0467626 0.0457146 0.0631012 0.0444221 0.0377239 0.0825693 0.0383463 0.0347095 0.0344862 0.0318425 0.138203 0.0364243 0.217624 0.121608 0.106179 0.0956666 0.0953126 0.0822286 0.0633737 0.148462 0.112767 0.26756 0.0549253 0.0576485 0.0433796 0.042404
threshold=17.327266398450003 90.937096262400004 296.32908460740003 17.629804977050004 15.840011140850001 15.004713615700002 405.20116087950004 25.662597900150004 83.75622459600001 205.16057895720004 4.7516206878500009 18.737592104000004 21.301925843700001 27.014969757650004 150.09415187510004 15.917243450850002 15.954962690350003 25.688358367700005 98.255079293500017 73.913779380400015 3.6533552218000005 1.1709819147500002 103.89008753490002 75.499969677400017 193.24048816455004 8.543332867800002 11.783123780850001 0.091885000000000022 -0.20885999999999996 71.053259929650025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 5 6 11 -7 10 -10 -2 -1 -3 15 -15 22 17 18 19 -17 -19 -18 24 29 26 -26 27 -6 -28 -24
right_child=1 12 3 -5 13 7 -8 -9 9 -11 -12 -13 -14 14 -16 16 21 20 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.096428028072061661 0.023430859948736893 -0.10042626393562891 -0.081202908085316272 0.089650067918161006 -0.087202071675750226 -0.048155375807571205 0.099605565521435083 0.061411495633385632 -0.10065398228135705 0.054799235722042205 0.090735874033833916 -0.095382357332596437 0.049310272402484034 0.0033295566416842561 -0.1036861655164685 0.056672934518583476 0.013571911344656261 0.060175547003749101 0.093186923530129473 -0.10243219226253597 0.001260074702041818 -0.10126892566393338 0.001224104776915748 0.05024181850823848 -0.091353737543782329 0.0080365916698198359 0.047228004895186144 0.037154275635472384 -0.001988555510974481 -0.0053843500564505972
leaf_weight=0.0099675092205860905 0.14375628934817797 0.064341003194137159 0.082840609620689065 0.037076334469020367 0.13955772130702815 0.074852580004517222 0.020530085042992141 0.073179625542252325 0.050853524896808722 0.1041357728154253 0.20588530611712486 0.17631879136388307 0.020213363033722231 0.51693611226937619 0.15742636480663919 0.097834821388460003 0.086789838706408662 0.31986430247343411 0.36140029248781502 0.061577148322612629 1.9402022057010979 0.22140346242304076 51.817283870876508 0.59328048978932102 0.52499519581397158 0.55951427866602899 0.19332223771562018 0.050864729237218853 2.4320291974527208 11.948727186227186
leaf_count=2 32 388 77 4 205 37 3 27 71 34 23 281 145 13 87 42 21 38 20 20 93 61 2137 16 118 16 45 20 165 392
internal_value=-1.28387e-05 0.0194184 0.0307974 -0.028378 -0.000203211 -0.0364159 -0.0667822 0.00600894 0.0448595 0.00379349 0.0630632 -0.0851193 -0.0646306 -2.4796e-05 -0.0216527 0.000179623 0.0108008 0.0196368 0.0631991 -0.00478569 0.00959831 -0.0689288 -0.000301034 0.000449059 -0.0126785 -0.0400768 -0.00212584 -0.0539846 0.00163559 -1.42136e-05
internal_weight=73.087 0.709102 0.624548 0.119917 72.3779 0.354849 0.206816 0.148032 0.504631 0.154989 0.349642 0.186286 0.0845544 72.023 0.674362 71.3486 3.08907 2.78088 0.520812 0.159412 2.26007 0.308193 68.2596 64.3593 3.90028 1.08451 2.81577 0.190422 2.62535 63.766
internal_count=4633 774 241 81 3859 350 286 64 160 105 55 283 533 3509 100 3409 295 213 82 62 131 82 3114 2545 569 134 435 225 210 2529
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=8 22 22 2 7 7 0 8 19 23 20 3 23 8 7 7 18 20 12 9 18 9 18 23 16 3 6 7 9 7
split_gain=0.0259595 0.102664 0.113335 0.14844 0.0687714 0.0988841 0.0494391 0.0392351 0.0641677 0.074281 0.0390065 0.149887 0.102596 0.0882634 0.146587 0.133578 0.144083 0.0574119 0.13545 0.0558257 0.0575306 0.0622358 0.0458271 0.163388 0.120159 0.111065 0.163333 0.0636573 0.273106 0.1456
threshold=8.8430989333000021 -0.088039999999999993 -0.13734499999999997 67.992056490600007 22.650953015950005 22.435297587800004 88.729872137350014 8.7431769115000026 14.151141757350002 -0.11223 36.558960102350007 89.732667019950014 0.085855000000000029 8.1436447804000007 24.040556609400003 24.872345000050004 15.957401718700002 37.041406607950009 179.47323713510005 197.20558004415003 13.956123578150001 200.52256857420005 12.880535946600002 0.11360500000000003 22.724946859200003 93.776108048150022 16.495385412050002 22.721067571950005 194.45262321395003 22.650953015950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -6 10 -9 -10 11 13 -13 14 -1 -16 -17 18 -12 -15 -21 -22 23 25 27 -19 -27 28 29 -24
right_child=1 4 -4 -5 6 -7 -8 8 9 -11 17 12 -14 19 15 16 -18 22 -20 20 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.098259289983764514 0.037930999933975494 -0.065429289184512948 0.025031419876845897 -0.084866967930913612 -0.10255276776625105 0.083173829881836719 -0.027478226155213531 -0.0038683638431069611 0.0061591203835804926 0.046729954212979596 -0.077660658179460496 -0.02161056127579708 0.095746549818520446 -0.026770197148254651 -0.10233499264905895 0.073583039693325206 -0.100648669549568 -0.064306793331672094 0.012053372911240251 0.028248362922373094 0.015765115454349752 -0.028755357812058374 -0.00042447539184181556 -0.10748293705665404 0.054489406638071919 0.06788372450726872 -0.010017484629039522 -0.0014888284544036588 0.089572191833337186 0.055955317432918886
leaf_weight=0.23874627949226823 0.15792060308740474 0.097904587439187618 0.84096398578913045 0.26135118924139533 0.22183782853244338 0.082521489937789738 0.14508590383775299 1.6190469656139606 1.0616614893078802 0.7849423532898071 0.31554100748570491 0.098471450335864463 0.30590859683798044 0.81949847820214961 0.098031700224282758 0.208624780683067 0.061441700557246293 0.29744540320825752 0.36062582912654761 0.6629079533740877 0.58500392591668038 0.67778664761863183 6.0681592660753259 0.17212604545056809 0.40282141813076933 0.3119643659465513 1.9608721431593492 53.070503254655421 0.39378517924342293 0.49545004052924912
leaf_count=36 19 49 34 38 38 8 18 16 6 50 51 138 58 18 42 40 208 24 38 7 6 39 467 8 25 124 291 2673 11 53
internal_value=-1.48492e-05 -0.0118492 0.00385684 -0.0386146 -0.0480113 0.00253733 -0.0728674 0.000286139 0.0106636 0.0234047 -0.000245836 0.00965718 0.0671687 0.00271917 0.0372323 -0.00234952 0.0339443 -0.000828456 -0.0298127 -0.00491018 0.00439255 -0.00813068 -0.000518226 -0.0131615 5.55364e-05 -0.00684495 0.000675058 -0.000309746 0.00868421 0.00383132
internal_weight=72.879 1.80759 1.26024 0.419272 0.54735 0.180426 0.366924 71.0714 3.46565 1.8466 67.6057 3.75642 0.40438 3.35204 0.606844 0.368098 0.270066 63.8493 0.676167 2.7452 1.9257 1.26279 63.1731 2.74241 60.4307 2.57028 2.27284 60.0279 6.95739 6.56361
internal_count=4633 204 91 57 113 57 56 4429 72 56 4357 592 196 396 326 290 248 3765 89 70 52 45 3676 447 3229 439 415 3204 531 520
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=8 6 8 15 7 20 3 0 5 6 6 22 9 9 17 21 3 22 9 7 9 8 13 2 16 22 5 9 20 20
split_gain=0.0277302 0.0641036 0.0804883 0.0619327 0.0651319 0.0367482 0.0297414 0.129633 0.181362 0.137447 0.134293 0.303906 0.138481 0.155677 0.0991336 0.237092 0.106114 0.12647 0.097299 0.173877 0.0833014 0.0797821 0.0805622 0.0752773 0.0603761 0.147893 0.196133 0.30864 0.103058 0.290321
threshold=9.5425530862500008 17.435407375500002 9.3427090425500019 32.145494189350011 21.698399695800003 35.119813570500007 93.499196860750018 85.931187223550012 22.627560662300002 16.485385178400005 16.395383075500003 -0.09715 194.03220695150003 69.057662079300016 187.14705358135004 14.438037386450002 93.794927255050013 -0.070854999999999987 188.90361612170003 22.435297587800004 177.59430306730005 5.9453602998000008 116.36722171835002 305.67240907785003 22.624947093000003 -0.092084999999999986 21.556055031700001 198.14098854835004 41.873095646600007 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -2 -5 -3 24 10 -9 -10 11 12 13 -8 15 16 -12 20 19 -16 21 22 -18 -24 28 -26 -27 -28 29 -1
right_child=3 2 -4 4 -6 -7 7 8 9 -11 14 -13 -14 -15 18 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.00087842261664454382 -0.061098208271050961 0.045879190709059103 0.0039354439467076596 -0.012684908327805874 0.084444586446976597 -0.10195924196443525 0.040096694898263292 -0.0067224147358919441 -0.020022768610280781 -0.10999641726079008 -0.06810410355849747 -0.10182319396376212 0.089219338437164009 -0.10164883437203041 0.0068241809658701 -0.10616610271029576 -0.10187727486653042 0.060728775060774336 0.0044161060212965604 0.080250430811772688 -0.00986434350212477 0.10247834897526756 0.076532265370447994 -0.10057948692258063 -0.029421196065781058 -0.00038821520536823405 0.082798570357500989 0.013782800785742157 0.0058041102167613592 -0.035930224607945892
leaf_weight=28.351587659603698 0.064245218463837683 0.018653246846041749 0.19714031602779869 0.11172264155902667 0.18070332577917725 0.17048452381368406 0.17330369467799756 1.4525728785083623 0.31099389499286179 0.373938536940841 0.23806723233428595 0.40142501663103658 0.16811637091450393 0.14013660366163094 0.86958600238540362 0.2373524880131298 0.053843803570997273 0.32149743718673773 5.5730217260952486 0.51262617578322534 3.1531285481760278 0.13361422775778919 0.1190470797719172 0.030056530435103923 0.92541533894836803 4.8034936829935742 0.85916910972446237 2.6359851791057736 17.492695019865664 2.5778153131950594
leaf_count=1557 36 49 22 29 22 181 27 25 20 27 11 58 9 114 35 33 75 41 146 27 51 11 137 30 20 72 29 65 1528 146
internal_value=-1.04656e-05 -0.000147691 -0.0407759 0.0278042 0.0473358 -0.087379 7.05556e-05 -0.0040181 -0.0267245 -0.0691438 -1.5158e-05 -0.037567 0.0159969 -0.0232766 0.00293432 -0.00902732 -0.0033334 0.000712529 0.0103064 0.034056 -0.00481664 0.0424736 0.00296832 0.0408298 0.00108214 0.00849708 0.0127255 0.0307481 -0.000330358 -0.00379982
internal_weight=72.6514 72.2948 0.386278 0.356671 0.292426 0.189138 71.9085 14.2623 2.13751 0.684932 12.1248 0.882982 0.481557 0.31344 11.2418 4.28661 4.04925 3.81119 6.95523 1.38221 3.48969 0.336562 0.202947 0.149104 57.6462 9.22406 8.29865 3.49515 48.4221 30.9294
internal_count=4633 4546 252 87 51 230 4294 877 72 47 805 208 150 141 597 389 356 345 208 62 304 253 242 167 3417 186 166 94 3231 1703
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=20 20 9 19 15 22 22 23 22 23 6 20 18 9 20 22 22 13 9 23 13 7 5 9 10 3 21 21 16 17
split_gain=0.0246834 0.174679 0.282745 0.115164 0.297563 0.101232 0.262796 0.237336 0.12251 0.107414 0.0957134 0.112331 0.108106 0.0822837 0.081842 0.0764107 0.0751052 0.123832 0.0638869 0.0587045 0.0581917 0.148629 0.102978 0.0712858 0.0538869 0.16841 0.0824422 0.0591884 0.371502 0.347419
threshold=38.474425342400004 38.751720283100006 201.81004550795004 14.351157895250003 38.469938489650012 -0.057599999999999998 -0.093604999999999994 0.091885000000000022 -0.094409999999999994 0.099465000000000012 16.695390085100005 39.032633164100012 15.015859748200002 191.61296531520003 39.476991512000005 -0.11692 -0.55200499999999997 120.78166996855002 189.34276022045003 0.094385000000000011 109.51703040195001 23.822419043000004 17.687678651600006 204.51365672970005 61.821094709650005 94.383699585650007 3.9632429946000003 0.54612131245000006 22.624947093000003 177.73379099395004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 7 8 18 15 11 12 -3 -8 -12 19 -16 -18 -1 -9 22 -22 -7 -24 25 -13 -27 28 29 -26
right_child=1 10 -4 4 -6 20 13 9 -10 -11 14 24 -14 -15 16 -17 17 -19 -20 -21 21 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.0001480673655953327 -0.11191145159148937 0.074460627780528851 0.029900390599993096 0.08087964112667044 0.0021502926490181394 0.0035388400570364694 0.018295506703713535 -0.061709821239769917 0.10146934755345656 -0.00031177592842406352 -0.10216862019895517 -0.10890005113587437 0.0088256684900011925 -0.10331997468530692 0.070520585901742247 0.092469504983911516 -0.076301448335243785 0.038335482168711875 -0.096628709432050278 0.062283702125063227 -0.0076672614596892041 0.046321027846105034 -0.10340785684275676 -0.010102955762336094 0.039449840802930791 0.076630357559880638 -0.02307827211771327 0.00037399766826999711 0.088841697030325711 -0.081907274683925835
leaf_weight=0.084971044304090526 0.35100586425346492 0.38602648154483066 0.23453922025828433 0.65951439901255104 1.7644132646964861 2.9797097370243351 0.064621959861774658 0.071162814665058249 0.041952718049288129 0.78509184156447986 0.15393478353507717 0.18701703634360356 0.71714072577128718 0.39997264389830889 0.079286864973255433 0.28235214428264022 0.26641682177307757 0.14579578544362448 0.34588052307839234 0.082391468476544105 1.0260794032783453 1.0136847430840132 0.15952638009912323 0.16823737625963986 0.33763766590527555 0.11704746428586077 0.28444752807445184 58.110625322772421 0.25291322145494621 0.78285680517933542
leaf_count=289 32 21 21 45 32 200 43 16 1 70 18 13 36 89 10 20 241 45 82 28 40 13 24 17 102 16 106 2810 50 103
internal_value=-1.03757e-05 -0.000747216 -0.0551089 0.00462062 0.0235714 -0.00149948 -0.019779 -0.00150437 -0.0616587 0.021789 -0.000232324 0.000171837 0.031793 -0.0864041 -0.0385396 0.0615939 -0.0186114 -0.0357554 -0.0775427 0.00482045 0.00587901 0.0191629 -0.00231332 -0.0555155 -0.000408852 -0.0305199 0.00598969 -0.000110945 -0.0206295 -0.0453388
internal_weight=72.3363 62.4067 0.585545 9.92956 2.42393 7.50563 2.1584 1.6938 0.472804 1.221 61.8211 61.1757 1.10317 0.464595 0.645434 0.435906 0.491499 0.412213 0.430852 0.153554 5.34724 2.03976 3.30747 0.327764 60.0725 0.588512 0.401495 59.484 1.37341 1.12049
internal_count=4633 3624 53 1009 77 932 638 506 372 134 3571 3257 57 132 314 64 296 286 371 44 294 53 241 41 3200 135 122 3065 255 205
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=9 15 20 20 22 19 23 2 0 6 9 18 20 10 18 10 12 17 23 17 9 17 9 9 2 23 18 21 0 9
split_gain=0.0277987 0.0782169 0.0570377 0.0731192 0.0674735 0.0558699 0.0412845 0.0341244 0.0628522 0.0672929 0.0363299 0.0368651 0.0327675 0.0317421 0.0260626 0.0677204 0.0548902 0.0481011 0.0407571 0.0329727 0.153316 0.0511097 0.048905 0.0421034 0.105977 0.0378964 0.0323978 0.163306 0.211476 0.129835
threshold=223.65407503400004 43.153128509050006 41.741384785950011 40.767054867700004 -0.0025899999999999999 13.451085274650001 0.079470000000000027 349.18346353035002 87.345316200150009 15.975373262050001 208.65287229730004 14.912399602950002 37.892416320650007 84.92839234085001 17.327266398450003 83.75622459600001 225.44236677700002 201.00900942685004 -0.20885999999999996 208.35751021765003 201.81004550795004 210.59174899425003 209.03603029655002 221.38017838285003 243.75909071190003 0.084565000000000015 15.329371696850002 12.489184206400003 98.031937268650012 183.62474066035003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 12 -4 14 -9 10 11 -10 -2 -13 19 -16 -17 18 -18 26 25 -22 -23 24 -24 -21 -1 -28 -29 -30
right_child=1 -3 6 -5 -6 -7 -8 8 9 -11 -12 13 -14 -15 15 16 17 -19 -20 20 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.00057290580323979213 0.035475129181746189 0.1001901633206501 0.026030315345532035 0.089194195910736601 -0.1013144202098548 0.082433663811952773 -0.10094701383346244 -0.1021780183269716 0.062892792557196472 0.100273310984755 -0.089791521442777827 -0.10086895522267317 -0.10101463155010393 0.026135466328047075 0.060835416339235053 -0.1005089786762184 0.043722420085087615 0.054488527595065596 -0.10052543241524903 -0.016304310022591275 -0.02770488805376909 0.015877015414527493 -0.10220431880756714 0.001231519084398072 0.022645308124666697 -0.10282562948656759 0.0020209902016889874 0.10148678936898697 0.039857927194035997 -0.1015523027073722
leaf_weight=58.856072928597541 0.032096905092885208 0.10467753038392402 0.039100549347494962 0.11541854813549435 0.058307160739785924 0.08031400281470269 0.074189879172081419 0.092329693484315523 0.054387964071793249 0.048385255271568894 0.069194919052279147 0.043895533719478408 0.038913836681786051 0.035669920377969788 0.24052643436425825 0.05616477367674122 0.03153039533970059 0.11192964129297067 0.051714637044597112 0.066989887453473229 0.65790915690013241 1.336894330190262 0.15381513691681892 0.52580427050997969 0.12184685975080356 0.20720888958294381 7.9910869431362936 0.3862401655060238 0.17385562260824372 0.10362882886693114
leaf_count=2730 26 11 15 30 21 8 62 57 16 9 23 38 22 50 39 283 16 135 124 35 36 34 39 8 21 54 583 10 67 31
internal_value=-1.46042e-05 0.0225257 0.00397913 0.025275 -0.0099174 0.0252989 -0.0571226 -0.000185989 -0.0316122 -0.00570979 -0.0309525 -0.000558669 -0.0393212 -0.0439317 -3.39442e-05 0.0229052 -0.0133932 0.0116759 -0.0458892 -0.000193802 -0.0103286 -0.00333129 0.00416773 -0.0153641 -0.0470189 -0.0816875 0.000267142 0.00597979 0.0536428 -0.0129529
internal_weight=71.9601 0.543018 0.438341 0.32505 0.209632 0.151325 0.11329 71.4171 0.343863 0.251534 0.203148 0.133953 0.0710107 0.0795655 71.0732 0.491866 0.251339 0.195175 0.083245 70.5814 3.07047 2.79627 2.13836 0.801466 0.275662 0.274199 67.5109 8.65481 0.663725 0.277484
internal_count=4633 195 184 107 77 56 77 4438 193 136 127 104 48 88 4245 597 558 275 140 3648 227 138 102 68 60 89 3421 691 108 98
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=3 6 12 18 20 21 6 21 17 17 22 0 4 0 18 20 16 18 21 23 2 23 22 16 13 18 0 9 9 8
split_gain=0.0253888 0.0818816 0.179923 0.156033 0.114956 0.138958 0.165555 0.083271 0.0612179 0.134026 0.122834 0.0600388 0.192832 0.0850505 0.0569802 0.0551165 0.046939 0.166043 0.176668 0.111011 0.192609 0.331431 0.0817563 0.0495133 0.245822 0.167742 0.356663 0.141804 0.232346 0.18126
threshold=93.883646373400012 16.545386580300001 115.07681969535001 13.431207332600001 42.243697547450004 3.5267096012500008 16.415383542800004 14.647131639200001 188.27285108100003 189.31980273685002 -0.0057149999999999996 85.823648898300021 197.71977442185002 85.866664228400012 12.880535946600002 41.319407281650008 22.654947022900004 13.531614672700002 11.772995266200001 0.10990500000000002 116.68694986600001 0.078295000000000017 -0.078504999999999991 22.584947186600004 117.64961624655002 13.552878921100001 86.420486603250012 205.22231928645002 201.11092673680002 8.3434888241000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 -4 -6 7 -7 -3 -10 -11 12 -1 -13 -15 -14 23 19 22 20 -18 -22 -19 24 25 -16 -27 28 29 -25
right_child=1 8 3 -5 5 6 -8 -9 9 10 -12 13 15 14 16 -17 17 18 -20 -21 21 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.042115232490828651 -0.084443567960032426 -0.0038721989833494647 0.072943203600597736 -0.10171611598375588 0.04477773195274936 -0.058849528458052025 -0.10302962559920555 0.098579460857583248 0.089324269894315467 -0.082016491847151887 0.068169318596997888 -0.046313210625183315 -0.021438092070588624 -0.032583830218924199 0.014188132294574288 0.0089887537697035513 0.013767678967424613 0.029803075052114544 0.00034831308966148917 0.022760517865410546 0.010412990994683853 -0.094774094680874943 0.10024974289277935 0.0086029901378178505 0.095172111632504108 -0.094988301778161977 -0.0011851783717714952 0.014686663672725276 -0.044728134804839642 -0.017150786717198187
leaf_weight=1.4057999432552528 0.39658631208874229 3.1411779311512196 0.22362224495373084 0.14243419899594301 0.26435421427595429 0.056180137121373264 0.22707485522187199 0.083590706519316882 0.22865164974427887 0.13081796526967082 0.09329551856717444 0.39810534263960917 1.067934129467176 0.53035957191332173 7.5221341656106224 1.3453231202438471 1.2558558266609905 0.26164937089197338 0.59947540052235126 1.2766988431103525 0.59798480011522748 0.60021519236033782 0.44479139009490587 5.3322605791254301 0.27719275653362174 0.41033496234740496 33.322927353051959 2.8855394588317713 1.6618112627184007 5.6061302692978643
leaf_count=29 51 551 49 67 22 93 74 7 11 39 20 20 13 38 263 28 11 17 6 12 22 23 39 82 5 18 2837 61 56 69
internal_value=-1.41616e-05 -0.00689642 -0.0274704 -0.00481344 0.0113329 -0.0104945 -0.0503244 0.0353017 0.0010828 0.0354595 -0.0194961 0.0004997 0.0126743 -0.000238518 5.45628e-05 -0.00447598 0.00033351 0.00958718 0.0402759 -0.00115513 -0.013597 -0.0422785 0.0741579 -0.000483906 0.00131548 0.000684866 -0.00232621 -0.00530985 -0.0098892 -0.0045963
internal_weight=71.7903 4.98779 1.39384 0.997256 0.854822 0.6312 0.366846 0.139771 3.59394 0.452765 0.224113 66.8025 3.81906 62.9835 62.5854 2.41326 62.055 5.03667 1.30592 3.73075 2.45406 1.1982 0.706441 57.0183 41.5326 41.2554 33.7333 15.4857 12.6002 10.9384
internal_count=4633 984 363 312 245 196 174 100 621 70 59 3649 70 3579 3559 41 3521 130 62 68 56 45 56 3391 3123 3118 2855 268 207 151
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=9 15 20 20 22 15 20 2 10 13 15 5 3 22 0 20 23 3 5 12 20 19 13 13 6 16 6 15 22 9
split_gain=0.0241002 0.0695876 0.0501255 0.0644647 0.060014 0.0491553 0.0402425 0.0297865 0.0802983 0.102856 0.0484668 0.0275139 0.129202 0.0798903 0.0554724 0.0602554 0.0665417 0.0533595 0.0413137 0.168139 0.0510327 0.0397513 0.182288 0.214828 0.186115 0.234443 0.219568 0.16368 0.320781 0.161257
threshold=223.65407503400004 43.153128509050006 41.741384785950011 40.767054867700004 -0.0025899999999999999 29.712811603950005 43.276780833950006 346.74082678410008 62.678712853250012 113.13031812925001 15.283107451400001 25.704065249550002 93.292185584700022 -0.090369999999999992 71.249517373150013 48.823707093150006 0.10176000000000003 112.7969493211 24.453399453300005 270.40131768760006 38.396531328800009 14.451165964200003 115.13321943645001 116.86189801435002 16.425383776450001 22.634947069650003 16.455384477450004 41.831907381600011 -0.089569999999999997 190.36745536595001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -4 11 -9 10 -10 18 -13 14 -14 16 -16 -15 21 20 -20 -1 -23 -24 25 -25 -26 29 -29 -28
right_child=1 -3 6 -5 -6 -7 -8 8 9 -11 -12 12 13 17 15 -17 -18 -19 19 -21 -22 22 23 24 26 -27 27 28 -30 -31
leaf_value=-0.00086499157024219793 -0.033993852842607274 0.099928034967076529 -0.10097286126179215 0.087395758222928721 -0.10115855158517267 0.083673778127801121 0.028072951151053856 -0.085641211354307176 0.018679317622082265 0.10028146016829365 -0.10068824606730152 0.085359819448852042 -0.040074837969126434 -0.09767377364350005 -0.044243647693722743 0.10055645715294033 0.06606279474252158 0.094953881302551751 0.016494809953263759 -0.0023637213107854898 -0.10254430618901117 -0.050237214453108893 0.069725727075401922 -0.050707145360862176 0.06806701297269685 0.010074034925312758 0.031927195295943678 -0.012256413846149625 0.083511325969214109 -0.01052485467793148
leaf_weight=57.112583176710075 0.071716801657260021 0.092970367462839931 0.068188138788855213 0.10642663345151959 0.052172230967697852 0.070306232373695821 0.03743088945884665 0.14734690250679605 0.066136478066113114 0.079769057687371969 0.070035505909459062 0.2119329038541754 0.13297545373461617 0.11654919929003427 0.11699228399811545 0.10126314498484135 0.10269073146628216 0.016404627211159095 0.042193947056147318 1.6646966423140837 0.24587854291257827 0.55106059327954326 0.54783508235413947 1.1710587174893574 0.67266324581578363 1.385287591256201 1.1705770347034556 0.66442792268935591 0.73852790176169925 3.7979042890947312
leaf_count=3151 46 11 63 30 21 10 14 65 66 12 63 14 124 187 169 7 21 2 53 39 82 41 43 68 37 23 39 19 32 81
internal_value=-1.16483e-05 0.0218834 0.00402242 0.0248433 -0.00943797 0.0242556 -0.0552396 -0.000165754 -0.0287265 0.0101092 -0.0427134 -1.87127e-05 0.018435 -0.00573299 0.014235 0.0367368 0.00731905 -0.0739062 -0.000230008 -0.0145703 -0.0851087 0.000182946 0.00577679 0.0088184 0.00534281 -0.0177697 0.0137305 0.00799393 0.0381565 -0.000523127
internal_weight=71.426 0.499211 0.406241 0.300622 0.194195 0.142023 0.105619 70.9268 0.363288 0.215941 0.136172 70.5635 0.798808 0.586875 0.453922 0.320946 0.219683 0.132954 69.7647 1.95277 0.288072 67.8119 10.6993 10.1483 9.60045 2.55635 7.0441 6.37144 1.40296 4.96848
internal_count=4633 195 184 107 77 56 77 4438 206 141 129 4232 524 510 321 197 190 189 3708 174 135 3534 383 342 299 91 208 171 51 120
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=3 6 12 13 6 21 18 5 20 20 13 22 18 16 15 22 22 21 21 16 19 22 16 22 23 10 18 17 12 6
split_gain=0.0250728 0.0734472 0.156618 0.207021 0.136496 0.140649 0.109197 0.100308 0.0935716 0.0583941 0.0558585 0.0756675 0.0536442 0.0726439 0.0454734 0.0529325 0.0435423 0.111943 0.0663343 0.0412879 0.0398073 0.03726 0.150817 0.130363 0.119656 0.110675 0.416124 0.201664 0.15694 0.216722
threshold=93.883646373400012 16.545386580300001 142.16329074190006 117.67650082785001 16.415383542800004 0.49227235280000009 13.023955459300002 21.043187000650004 41.675153845500006 43.847983878700006 117.54207792135001 -0.55200499999999997 12.783127173500002 22.714946882600003 30.632308446700005 -0.23381499999999997 -0.093604999999999994 4.1356549245000007 3.8092755532000004 23.044946110900003 14.651182102100002 -0.095854999999999996 22.654947022900004 -0.096559999999999993 0.12376500000000003 69.873026810350026 14.032563378150002 205.09306577200002 171.52228777160002 16.425383776450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 8 4 6 -6 -4 -3 -2 10 11 -9 -1 20 15 -11 17 18 19 -12 21 22 23 24 25 26 28 -28 29 -14
right_child=1 7 3 -5 5 -7 -8 9 -10 14 16 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.039262088688230126 -0.007487608710553123 0.10014515514116262 0.075322476379666145 0.093866284375260303 0.10090363738170456 -0.088289861586604942 -0.065560389722178619 0.10036660861933643 -0.10270312764879702 -0.10048784796249806 -0.1012361074572956 -0.10409754900117983 0.054389903809644702 0.044692674789147256 0.097257168696246232 0.052681322751022511 0.0012119750403561643 -0.10199618170973988 0.10084395908057264 0.015487172042860084 0.014913445048949956 -0.001771257001742116 -0.06366809800627822 0.080520694130704201 -0.059210037626378498 -0.0074241244854739517 0.094720483032412109 0.00030744925855519966 -0.011957879033249841 0.0050414343915449467
leaf_weight=0.35511128644793544 0.15057469247744737 0.098172406123922307 0.16894464981669444 0.18031862800125964 0.044582686841749819 0.33123716201225761 0.081584782271420409 0.021736842987594041 0.32812579065648606 0.033484036755908164 0.046949896012847936 0.10817556232223069 1.0988315669874262 0.36642130091786285 0.10088437971262465 0.06917005951891031 2.7580137300719798 0.14823378294386202 0.060010989742295351 0.085477282758802176 1.7521382469276421 47.710719031214936 0.32485702168196517 0.22628369837185403 0.29319380138219919 4.7385260541009222 0.81248851794680266 0.31354377628304064 3.6976287312791101 4.681109135504812
leaf_count=27 35 7 40 11 6 132 45 8 94 37 66 293 68 25 8 56 87 36 3 20 41 2007 29 9 47 1183 47 36 84 46
internal_value=-6.14785e-06 -0.00697341 -0.0274403 -0.000550275 -0.0277317 -0.0658463 0.029444 0.000478479 -0.0727532 -0.00237237 -0.00564743 -0.0698868 0.000499377 0.000290865 0.0495777 0.00272012 -0.00295419 -0.0366827 0.0136279 -0.0258952 4.30362e-05 -0.000364728 0.00378111 0.00516252 0.00407189 0.00528123 0.010959 0.0684312 0.00413071 0.0144231
internal_weight=71.1865 4.81568 1.28537 0.806668 0.626349 0.37582 0.250529 3.53031 0.4787 3.43214 3.2286 0.129912 66.3709 66.0157 0.203538 0.102654 3.09869 0.340672 0.192438 0.132427 65.6493 63.8972 16.1865 15.8616 15.6353 15.3421 10.6036 1.12603 9.47757 5.77994
internal_count=4633 984 363 234 223 138 85 621 129 614 513 301 3649 3622 101 93 212 125 89 86 3597 3556 1549 1520 1511 1464 281 83 198 114
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=8 22 22 2 8 8 8 19 23 9 21 9 17 10 13 17 21 9 9 5 7 0 21 22 23 17 18 9 21 20
split_gain=0.0241624 0.0874674 0.0922159 0.128017 0.0492511 0.0561001 0.0347175 0.0486508 0.0779964 0.0367944 0.256968 0.232165 0.108124 0.303502 0.21838 0.122346 0.178653 0.0741429 0.138293 0.311337 0.135537 0.25862 0.130033 0.233295 0.109016 0.0817213 0.138571 0.0733094 0.0993104 0.136394
threshold=8.8430989333000021 -0.088039999999999993 -0.13734499999999997 67.992056490600007 8.9430209551500024 9.6424751081000029 8.7431769115000026 14.151141757350002 -0.11223 207.09414646890002 8.7680435256500022 214.52351813370004 197.02652249450003 80.538140213850014 109.64607639220002 200.85989963400002 2.6195973652500002 203.09362050815002 201.65416293750005 20.556063402800003 24.314922763450003 96.741477366050006 2.7948066777500005 -0.11963999999999998 0.082685000000000022 206.35686538205002 16.922055371600006 199.17419511990002 9.3824247088500012 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 9 -8 -9 17 12 -12 13 14 -11 16 -14 18 25 20 -20 -22 23 -19 -25 27 -27 -1 -29 -30
right_child=1 4 -4 -5 5 -7 7 8 -10 10 11 -13 15 -15 -16 -17 -18 22 19 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.001243795192297268 0.035940798085013104 0.0090036156630014675 0.021733419026541682 -0.085151164172116683 -0.090165010920215394 0.00080024749440086185 -0.0022793629729378211 0.0042510400833374665 0.047090714512353055 -0.098795989742789178 -0.093453873665945333 0.01417573129006143 -0.00048856823986868144 0.011787544985184025 0.013868979807409643 -0.0011328868569030425 0.074810495414844608 0.08524339500279926 0.033818181710706018 -0.067737257035662454 -0.10464186327120316 0.0068063494093232868 0.013302153069554049 0.00092577667214019908 -0.085838295670214573 -0.090496387827371363 0.025292867192638204 0.0027137455061337296 0.0016013652585173802 0.047421169629778395
leaf_weight=33.960553531949408 0.14163703584927134 0.11290948052192007 0.79863836523509213 0.22759148685872788 0.26409622600567673 0.091213103609334212 1.6353532472276122 1.045042701764032 0.71629121535806906 0.60480846639256602 0.5913780190754786 0.30315557475387322 0.70340733017405888 1.1777000248980583 0.24043653788976371 5.5267152949022602 0.57075232527995468 0.1444308398904468 0.77437323774211053 0.98173400320229109 0.2759529943577943 0.84826553581012831 7.7130110516048944 0.22258873327518625 0.41445308959555405 0.25168513025800976 0.17537448900645103 7.8196532718218332 1.2577276518568399 1.3437790360912911
leaf_count=2640 19 11 34 38 61 41 16 6 50 78 96 85 40 117 7 321 36 14 13 39 36 48 242 32 69 101 181 122 14 26
internal_value=-1.64006e-06 -0.0120132 0.00262702 -0.0387 -0.04853 -0.0668129 0.000281944 0.0101409 0.0216729 -0.000226205 -0.00590753 -0.0569784 -0.000730114 -0.0210267 -0.0667476 0.00530718 0.0332412 0.000756523 -0.000776642 -0.0220165 0.00162502 -0.02055 0.00936391 -0.029506 -0.0555221 0.000588665 -0.0429469 0.00100758 0.00834439 0.0252691
internal_weight=70.9347 1.63609 1.16787 0.369229 0.468219 0.355309 69.2986 3.39669 1.76133 65.9019 9.71835 0.894534 8.82382 2.02295 0.845245 6.80087 1.27416 56.1836 47.6891 2.88033 1.89859 1.12422 8.49448 0.781473 0.637042 44.8088 0.42706 44.3817 10.4212 2.60151
internal_count=4633 204 91 57 113 102 4429 72 56 4357 780 181 599 202 85 397 76 3577 3220 136 97 84 357 115 101 3084 282 2802 162 40
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=20 0 23 22 13 3 3 17 21 17 22 5 22 21 0 17 17 23 20 7 2 0 9 22 20 16 22 9 5 20
split_gain=0.0270645 0.177017 0.191832 0.145182 0.19081 0.140566 0.131063 0.121904 0.164559 0.1479 0.232953 0.173056 0.168358 0.146302 0.143722 0.143001 0.137884 0.167473 0.118453 0.181045 0.131368 0.180639 0.130622 0.0962018 0.0862481 0.200634 0.220519 0.085462 0.100472 0.0840082
threshold=42.206017975500011 86.208098410950015 0.10487000000000003 -0.11692 117.47755492620001 93.345954747300013 93.216908757050007 187.63270803470002 1.0000000180025095e-35 195.59800312745003 -0.083330000000000001 17.089764221050004 -0.122095 18.870920756500002 97.32487278035002 183.75773161020001 193.44542285585001 0.088145000000000015 43.847983878700006 22.502236473750006 98.91243606750001 85.683849075550015 185.00606802455005 -0.15734499999999998 41.972095654800007 22.594947163200004 -0.066979999999999998 203.09362050815002 20.971847224900007 43.521589032450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 29 -5 6 7 15 -9 10 11 14 13 -11 -10 27 -12 -18 19 -6 -21 22 -22 -16 -1 26 -26 28 -3 -2
right_child=1 5 -4 4 18 -7 -8 8 9 12 16 -13 -14 -15 23 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00019941018533953304 0.091077665203775804 0.010444198552264172 -0.095277944993034547 -0.10334491696924053 -0.10249855042377719 0.06906345698234076 -0.044963471158917225 -0.11205057932250079 -0.10487707832080864 -0.093015129353659923 -0.0036625130615589065 0.078593761515240113 0.0008808950015222511 0.055505138027011569 0.075954058823048912 -0.082705668529527432 0.10081163897738986 0.0099123089290485966 0.014172448111415015 0.014731048047049375 0.10041932999042905 -0.10406957075370218 -0.058084504714150713 -0.054763241310553414 0.013034915249829113 -0.022412457768330396 0.085457163106399406 -0.10118549370598251 -0.088959965142337755 0.0052858453171394908
leaf_weight=48.812862169610071 0.16238633785633361 0.93404765323554773 0.33852101211596153 0.28363107975963275 0.30118426136323284 0.30020455596968609 0.62273392517818216 0.11911680512912326 0.099824704670936404 0.33987269568660572 2.939160234536756 0.93501746705442201 7.4241819465344205 0.082406521745724604 0.18379709233340669 0.33593354407730647 0.30844719228116435 0.59111830143956468 0.81424021684870229 0.63933807238936402 0.099540536888525821 0.29409965257218573 0.1088426426085789 0.081163238131921611 1.3273838323675591 0.84432870314049058 0.61534400757773178 0.091432416735585664 0.11410057223565673 0.38414652114715864
leaf_count=2499 31 262 51 124 45 7 10 6 31 171 73 94 315 20 47 115 66 9 30 5 5 28 55 43 50 35 42 102 58 204
internal_value=-1.01327e-05 -0.00324447 -0.0238158 -0.0159803 -0.0260375 0.00130162 -3.649e-05 0.00188246 0.0049508 0.0060241 0.0192122 0.0558028 -0.00261257 -0.0640318 -0.0026151 -0.0253676 0.0068225 0.0410803 -0.0163235 -0.0335314 -0.0153395 -0.0536 0.0176297 0.0359124 0.00117632 0.0182861 0.0359741 -0.00846508 -0.000376859 0.0307764
internal_weight=70.5284 18.9285 3.42593 3.08741 2.54088 15.5026 15.2024 14.5796 13.1041 12.985 5.13853 1.2998 7.84646 0.422279 0.364785 1.47551 3.83873 0.899565 2.25725 1.44301 1.14182 0.502483 0.208383 0.26496 51.5999 2.78706 1.94273 1.13958 1.04815 0.546533
internal_count=4633 2007 578 527 292 1429 1422 1412 875 869 363 215 506 191 121 537 148 75 168 138 93 88 60 90 2626 127 92 422 320 235
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=20 20 9 19 15 22 22 23 22 23 22 6 20 18 9 20 2 6 22 13 23 23 22 7 17 23 23 21 23 19
split_gain=0.0248458 0.144223 0.254078 0.0921342 0.259033 0.0870242 0.229482 0.207706 0.108328 0.0951901 0.103444 0.0784361 0.0893167 0.0910315 0.0779546 0.0696057 0.0612279 0.0611379 0.0609808 0.0960598 0.0657967 0.0709505 0.0545748 0.0912307 0.104065 0.082084 0.11551 0.234685 0.149451 0.105849
threshold=38.474425342400004 38.751720283100006 201.81004550795004 14.351157895250003 38.469938489650012 -0.057599999999999998 -0.093604999999999994 0.091885000000000022 -0.094409999999999994 0.099465000000000012 -0.117885 16.695390085100005 39.032633164100012 15.015859748200002 191.61296531520003 39.476991512000005 312.25197865035005 13.500315432750002 -0.55200499999999997 121.22795401815002 0.083070000000000019 0.070640000000000022 -0.16164499999999998 22.093462376800005 189.00567661160002 0.10821500000000002 0.093955000000000025 1.2219980417000003 0.092485000000000026 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 7 8 16 10 17 12 13 -3 -8 -13 -1 -9 -17 20 21 -20 25 24 -24 26 28 -28 29 -14
right_child=1 11 -4 4 -6 -7 14 9 -10 -11 -12 15 22 -15 -16 18 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.09470909075180825 -0.11083625015799188 0.070020150505170436 0.028394598833722598 0.078447278717420521 0.0024094263905533684 0.0059267322676117215 0.016927157824977886 0.055047489208924438 0.10131444219950184 7.2367194004747604e-05 0.092128139851196611 -0.10187844268562528 0.00063840310371482347 0.0079710913668344114 -0.10298512339227919 0.067274612869182765 0.0080639245339145602 -0.09208236100576829 -0.10039130225597376 0.052241054850641094 -0.10158460943058292 0.085268634197612214 -0.08034450882622457 -0.00087762769324681094 0.036028178893105826 0.058136940248446782 0.084328140860986833 -0.069549837760731884 0.097377595920874471 0.070583039617100524
leaf_weight=0.3227780057251195 0.31181651599945226 0.35605569815379456 0.22611070025936897 0.60279336455278132 1.7448642714880405 5.2794457069945668 0.064054124013338654 0.054743982518289158 0.037644799798727369 0.7818093112747313 0.28587183967988472 0.12984778010286291 1.9244042272302984 0.70380451479172734 0.35292216436619128 0.069755866563355085 0.07065799354764124 0.058342074182291981 0.035877790125368847 0.092655194603139535 0.17391083089023596 0.048285302073054481 0.2876807430984617 54.672448781051742 0.10484918559086509 0.34577125915438944 0.12865406542550761 0.43165695006780425 0.2072969532382557 0.24376696475519555
leaf_count=337 32 21 21 45 32 294 43 29 1 70 21 18 566 36 89 10 34 14 163 21 82 20 78 2353 30 33 17 73 13 37
internal_value=-1.2053e-05 -0.000763934 -0.0523124 0.0046985 0.0219332 -0.000837849 -0.0184408 -0.00133487 -0.0607456 0.0203551 0.0601018 -0.000301445 4.66797e-05 0.0288162 -0.0845647 -0.0378803 -0.0762519 -0.0208581 -0.0181173 -0.0351007 -0.0664587 0.00612387 -0.000475917 -0.00122252 -0.04926 0.0120522 0.00662445 -0.0342176 0.016258 0.00850226
internal_weight=70.1506 60.4946 0.537927 9.65593 2.34766 7.30827 2.02882 1.61185 0.431081 1.18077 0.398958 59.9567 59.4064 1.05986 0.416976 0.550333 0.393436 0.113086 0.420485 0.350729 0.258074 0.0841631 58.3465 55.065 0.39253 3.28155 2.93578 0.560311 2.37547 2.16817
internal_count=4633 3624 53 1009 77 932 638 506 372 134 64 3571 3257 57 132 314 371 43 296 286 265 183 3200 2461 108 739 706 90 616 603
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=9 15 20 20 22 19 20 8 20 6 6 22 8 5 9 21 9 23 2 23 15 15 22 0 23 23 6 22 5 22
split_gain=0.0255626 0.0588308 0.045078 0.0540798 0.0392926 0.0502982 0.0362984 0.0265316 0.109642 0.0941215 0.0624463 0.0575994 0.0295513 0.048634 0.0408283 0.244855 0.175132 0.0869634 0.12437 0.0961918 0.0922117 0.185137 0.0737053 0.104235 0.222026 0.0736337 0.140149 0.0685044 0.078722 0.119213
threshold=223.65407503400004 43.153128509050006 41.741384785950011 40.767054867700004 -0.020814999999999997 13.451085274650001 43.276780833950006 8.8430989333000021 40.00488309970001 16.325381439950004 18.055421862050004 -0.099379999999999996 8.7431769115000026 21.990725385850002 207.09414646890002 8.7680435256500022 214.52351813370004 0.076835000000000028 84.740378741850009 -0.089139999999999997 23.949961253350004 22.354383166800002 -0.097799999999999984 93.843319501450011 0.081775000000000028 0.083395000000000011 13.185308072600002 0.13747000000000004 15.735558026000001 -0.13734499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -4 12 -9 -10 -11 -12 14 -14 -1 17 -17 19 25 -16 21 27 -22 24 -24 -19 -27 28 29 -20
right_child=1 -3 6 -5 -6 -7 -8 8 9 10 11 -13 13 -15 15 16 -18 18 20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00066666477601326588 -0.045756458839354523 0.099740051534200777 -0.10082202692564708 0.086299360131755418 -0.083571989842901803 0.079707073944358553 0.027107730497365937 0.0049013305098578874 0.039600566219927615 -0.10698791230936065 0.045299353535181136 -0.10088115875922742 0.021480820954084611 -0.0026963942856188367 0.014349101006082511 -0.092086442095132753 0.0091851728606924029 0.10103202469828271 0.080259473743499982 -0.10614387838630884 0.016635355757300435 -0.10341194769040007 0.011418818870204848 0.002159329001693429 -0.075156450199725999 0.086759827593851188 -0.10122673272001498 0.07970457948401527 -0.10237284367798571 -0.10120409093461685
leaf_weight=55.42017427359535 0.058625620879467988 0.083019404264632612 0.059238016263634563 0.0988116673361219 0.047749851187289916 0.070233876584097743 0.035452916855319927 0.97193799079832277 0.083902269601821899 0.23978594030086242 0.06411018778453581 0.046509993010658945 1.6517305930610739 1.6764880396221995 0.11197992974484805 0.53661756604242405 0.25046452814649456 0.18855943820744681 0.10860596078418894 0.16225432845385235 2.0927410563162967 0.26036546367686242 0.59552461444400495 3.9629074311524164 0.58939007995650172 0.096333619316965269 0.067409577372018248 0.097079077793750912 0.078045702510280535 0.054305260334785888
leaf_count=3577 47 11 63 30 22 8 14 62 6 36 23 41 32 37 19 96 55 11 37 24 45 28 21 115 37 65 13 10 9 39
internal_value=-1.36664e-05 0.0236606 0.00659536 0.0270585 -0.00608639 0.0226265 -0.0529243 -0.000168226 -0.0137641 -0.0555353 -0.0783149 -0.0161619 0.000112933 0.00930229 -0.000359974 -0.00650923 -0.0598599 -0.00154894 0.000305562 -0.0569422 -0.00230666 -0.0400338 0.000811323 -0.00562161 -0.0316447 0.0584293 0.00936978 0.00878199 -0.019792 0.0197699
internal_weight=69.8604 0.453131 0.370112 0.275421 0.176609 0.128859 0.0946909 69.4072 1.40625 0.434308 0.350406 0.11062 68.001 3.32822 64.6728 9.25258 0.787082 8.4655 8.19127 0.274234 7.83896 0.598401 7.24056 5.14782 1.18491 0.352303 0.163743 0.338036 0.240957 0.162911
internal_count=4633 195 184 107 77 55 77 4438 168 106 100 64 4270 69 4201 624 151 473 430 43 341 123 218 173 58 89 78 95 85 76
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=5 3 0 5 12 20 22 23 9 10 5 21 22 16 23 19 13 13 20 20 5 23 6 13 16 20 18 9 7 6
split_gain=0.0230278 0.0926475 0.0515884 0.0436529 0.13842 0.0515136 0.0371072 0.0383666 0.0443822 0.0404806 0.0364343 0.0363288 0.0360532 0.0351499 0.0461691 0.0302707 0.173791 0.186065 0.179922 0.139947 0.192156 0.247006 0.145328 0.235628 0.0948962 0.107062 0.0952457 0.0717374 0.0671297 0.0593932
threshold=25.704065249550002 93.292185584700022 85.307464937250003 24.453399453300005 270.40131768760006 38.396531328800009 0.11873000000000002 0.10176000000000003 66.544071737050004 55.887667615750004 28.543718473100004 5.8920528450000011 -0.016014999999999998 21.074950717600004 -0.55393499999999996 14.451165964200003 115.13321943645001 116.86189801435002 38.474425342400004 42.081757894750005 22.887221773600004 0.10876000000000002 16.265380038000004 117.53132408880002 22.564947233300003 41.542492784600007 13.531614672700002 210.09631269260004 22.598495330900004 16.575387281250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 15 5 12 7 8 9 11 -10 -3 -5 14 -12 29 18 27 -17 20 24 -22 -21 -24 -19 26 -26 -18 -25 -1
right_child=1 2 -4 4 -6 -7 -8 -9 10 -11 13 -13 -14 -15 -16 16 17 19 -20 22 21 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.00017903738342365963 0.071319067975887454 0.055814920207054045 -0.10091918843539865 -0.10072242278470736 -0.0045478199157037913 -0.1022409842058819 -0.10064231672441422 0.07223587244858358 -0.10042081843456244 0.072238610542885315 0.038023660223869195 -0.10101119839802175 0.095955768801299579 0.051136589260939502 -0.10105485131510979 0.011402345652020987 0.094192477295999055 -0.029796486633089505 -0.10347525467481947 0.010554106253750762 0.088923915178365592 0.0027020102471918945 -0.10525530594698387 0.027494737915973001 -0.0051215729467693344 0.04104780099524772 0.031418847656089682 0.018725776278381338 -0.037499008387892711 -0.021045462853870316
leaf_weight=55.063972146787691 0.22429837012896214 0.027028418866393622 0.050744578364174231 0.014978699208768376 1.6867491987504761 0.21833961462971274 0.031292167425817752 0.08598685909055348 0.056677926852785276 0.11125778760469984 0.040253472681797575 0.032571666632065899 0.024672481635206078 0.062975501001346856 0.058640662780817365 0.25650240993127127 0.33214150322601099 0.74485103809274544 0.29102028414126835 0.88834900013171125 0.66153818723978453 0.66750920563936234 0.39542980994156074 0.29930510802660137 3.5799102885066532 0.8411400049808434 0.8908578474074601 0.20291272301255958 0.33880997216328979 1.3987318576473615
leaf_count=3373 30 7 53 46 49 83 21 21 180 21 31 39 7 19 168 12 27 11 34 24 54 12 32 20 64 30 32 24 27 82
internal_value=-1.88421e-05 0.0170477 -0.00479006 -0.000212764 -0.0149817 -0.0831986 0.0048373 0.0117804 -0.00156915 0.0366129 -0.0314194 -0.0298911 0.0216583 -0.00725885 -0.0444449 0.000216862 0.00517727 0.00822757 -0.0496576 0.00493109 0.0111861 0.0456193 -0.0191067 -0.0446007 0.00363032 0.00831752 0.00215957 0.0655727 -0.00701397 -0.000695954
internal_weight=69.5794 0.781727 0.557429 68.7977 1.94474 0.257991 0.506684 0.475392 0.389405 0.170858 0.218548 0.0596001 0.0396512 0.16187 0.0988941 66.853 10.3903 9.84275 0.547523 9.3077 7.38581 1.32905 1.92189 1.03354 6.05676 5.31191 4.47077 0.535054 0.638115 56.4627
internal_count=4633 590 560 4043 185 136 507 486 465 67 398 46 53 218 199 3858 403 357 46 306 203 66 103 79 137 126 96 51 47 3455
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=10 10 8 16 15 7 15 16 16 22 23 9 20 2 4 16 8 21 6 3 8 4 22 2 10 0 3 21 9 0
split_gain=0.0250198 0.0892284 0.293294 0.0893915 0.234973 0.112104 0.084684 0.25233 0.226631 0.115731 0.217303 0.090658 0.0735772 0.0996183 0.0800989 0.0715562 0.216408 0.100629 0.108141 0.0928503 0.120326 0.0777063 0.0760567 0.141783 0.0671952 0.0667137 0.107167 0.0914558 0.226945 0.11041
threshold=61.987779113750001 61.966271448700006 8.3434888241000014 22.594947163200004 36.548474543700003 19.164717746300003 41.29990759910001 22.674946976100003 22.764946765650006 -0.054875 0.10307000000000002 187.55294863440002 41.319407281650008 104.39392676985001 258.68722567540004 22.654947022900004 8.543332867800002 19.549674911150003 13.400313096150002 93.883646373400012 8.2435668022500028 209.52275111965002 -0.080234999999999987 191.54391932205002 84.92839234085001 85.823648898300021 93.716961969300016 16.639784844150004 186.70853236170004 87.380266155850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -5 -9 12 -11 -10 13 -8 -14 17 22 19 24 25 21 -21 23 -17 -19 -2 27 -27 29 -29
right_child=15 2 -4 6 -6 -7 9 8 11 10 -12 -13 14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.011664335710754824 0.024292131939781785 0.004784784620425489 -0.079637712029026989 -0.0030610538199655579 0.081997972171349826 -0.10342177606057937 0.0022946680160202122 -0.10765050638550706 0.10058090319403662 0.078740672698895273 -0.0064752267491962031 -0.033637997725773111 0.03153387208079711 -0.048808157187031263 -0.0053967792522433763 -0.07298698884349851 0.064756321490200067 -0.062665107083247754 0.10129324089801604 -0.10108107292705865 -0.10169061081925689 0.052212332567354386 0.012893678040287361 0.0074999838333325991 0.065435786675538413 0.00019070623169800094 -0.053807820300797206 0.1012813479590657 -0.10543043686507021 -0.03021570809302403
leaf_weight=0.26387991952640177 1.09628922799311 1.1826232916791912 0.63112792948413687 3.5652663634391484 0.4308540054698824 0.12460788942132695 0.87226140149869003 0.47556036058813322 0.079689927864819765 0.54996051268972201 0.65640431784049724 0.13656651836936362 0.90255337837152216 0.67793904540303629 1.6813283085284636 0.33547020846163 0.68891859147697676 0.095136567651933457 0.20146507608296815 0.044839393086362089 0.20484925755317818 0.12596339213496321 2.3363540817517778 0.62965084239840508 0.071890944738697726 50.369533618382576 0.3763103763340031 0.11002874001860519 0.27185089088379755 0.1521479283555891
leaf_count=267 36 74 27 43 15 179 5 21 9 41 13 62 20 46 36 24 45 49 11 92 101 54 35 27 19 3142 21 3 28 88
internal_value=-1.73871e-05 -0.00412208 -0.0245916 -0.000558001 0.0311469 -0.0252497 -0.00326465 -0.0137856 -0.0690542 0.00512199 0.0323732 0.0158213 -0.00283017 -0.0200538 0.00750315 0.000861659 0.0137764 -0.000108499 0.0519673 -0.000472269 -0.0500112 0.0119695 0.00313848 -0.0204768 -0.00752872 -0.000116966 -0.000638797 -0.000245739 -0.0414113 0.0249702
internal_weight=69.3413 12.2306 1.81375 10.4169 0.819342 0.388488 9.59753 4.25708 0.691817 5.34045 1.20636 0.216256 4.13408 1.5502 2.58388 57.1107 3.99039 53.1203 0.368493 52.7518 0.375652 0.170803 3.30148 0.965121 0.167028 52.3762 51.2799 50.9036 0.534028 0.262177
internal_count=4633 858 101 757 461 446 296 135 92 161 54 71 107 51 56 3775 131 3644 79 3565 247 146 86 51 68 3318 3282 3261 119 91
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=18 6 15 12 7 16 15 8 16 9 23 23 10 2 12 23 5 0 20 3 22 7 15 18 7 0 22 17 21 2
split_gain=0.0216969 0.0590298 0.057387 0.0470081 0.0456162 0.065236 0.115074 0.051836 0.037097 0.105573 0.0442446 0.0534758 0.0507358 0.0419522 0.0320791 0.114118 0.107293 0.269096 0.155153 0.20442 0.12097 0.109256 0.1199 0.100091 0.0741161 0.089822 0.0712915 0.0925017 0.0998271 0.0703203
threshold=17.108018746400003 3.6650856341500009 5.1773271655500013 172.53297924300003 26.545218975000001 17.684958644900004 20.343341900300004 8.1436447804000007 12.604970524100002 57.312778687900007 -0.53179999999999994 -0.17949499999999999 89.721913187450014 340.55256999290003 247.65401887280004 0.25799500000000009 21.363989181350004 96.870523356300012 40.165165956550005 90.730084986350008 -0.053874999999999999 23.131311951800004 25.186533201700005 15.481271036150002 25.522455861100003 97.615226258450022 -0.057599999999999998 187.32964365115004 7.2933623019000011 189.32640726775003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 -5 6 7 -6 9 10 -1 -12 -13 -11 29 16 17 20 -18 -20 -16 22 -21 -19 -25 -26 -23 -28 -29 -10
right_child=1 3 -4 4 5 -7 -8 -9 14 13 11 12 -14 -15 15 -17 18 23 19 21 -22 26 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.10168759428878603 0.081075871053045478 -0.10130995532211365 -0.10044682567520198 0.072492451861375831 0.045232815896453081 0.100391741745801 -0.10063457666624194 -0.10155961839594817 -0.00062167691209693318 -0.10066216176865483 0.064831557740802431 -0.10041963070729341 0.075231143419989779 0.024918568157753444 -0.098786635384140606 -0.081974916550158261 -0.086074463391359046 -0.083613085616194169 0.066599541570489362 0.027932932611268654 -0.029011554580145284 0.014310357394655322 -0.099392163928002764 0.094825065523122434 0.074757641932003502 -0.10036426744971508 0.0095845222507393649 -0.0075765629375078927 -0.10468733170708028 0.0095113236743776444
leaf_weight=0.028693291242234409 0.022949633194577213 0.027113296072258208 0.072231495717396399 0.20070136922436177 0.23609360341094998 0.07349876849912107 0.090182584990998294 0.026785249421209301 53.9868371339806 0.17492234973349241 0.14797429538305096 0.047695436408161096 0.025097204696976405 0.031372737186757149 0.3796684279659529 0.19638153294272331 0.18456061804499757 0.054668816257617325 0.5144586066926421 0.11248641300926498 0.71905761738889751 2.2932067435394856 0.2159318892763622 0.23151192879959126 0.06654544931370765 0.052313835363747785 0.53296919912099872 0.22654697200050578 0.19869897438184125 7.8436784057503237
leaf_count=4 57 145 295 51 201 17 67 21 2255 260 51 109 10 13 129 11 54 37 55 33 37 111 88 27 6 69 2 27 17 374
internal_value=-1.79085e-05 0.0169031 -0.0566789 0.0276058 0.0331782 0.0146804 -0.00316264 0.0302758 -0.000203701 -0.0286384 0.0151294 0.0303122 -0.0398593 -0.0815642 -1.25886e-05 -0.00700702 -0.00446106 -0.0274382 0.00361406 0.00765699 -0.0531226 -0.000813643 -0.0557821 0.042234 0.06187 -0.0023192 0.00473859 -0.0181686 -0.0529522 0.000663772
internal_weight=69.0148 0.749556 0.0951811 0.654375 0.627262 0.42656 0.353061 0.262879 68.2653 0.455755 0.24946 0.220767 0.0727926 0.206295 67.8095 5.97901 5.78263 1.50377 4.27886 4.0943 1.09873 3.57984 0.328418 0.40504 0.350371 0.118859 3.25142 0.958215 0.425246 61.8305
internal_count=4633 854 352 502 357 306 289 222 3779 447 174 170 119 273 3332 703 692 305 387 333 166 278 121 139 102 75 157 46 44 2629
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=9 15 20 20 23 22 19 2 0 5 10 7 5 3 22 3 0 20 23 21 7 20 5 12 20 22 19 17 20 18
split_gain=0.0218616 0.0513912 0.0401612 0.0458128 0.0347658 0.0326568 0.0415553 0.0226235 0.0715248 0.0675366 0.0305447 0.0295538 0.0282065 0.099632 0.0622075 0.0387716 0.0374783 0.0483433 0.0414657 0.0347812 0.0308157 0.0374834 0.0291006 0.125318 0.0421618 0.0311437 0.0305943 0.133366 0.162216 0.116239
threshold=223.65407503400004 43.153128509050006 41.741384785950011 40.767054867700004 0.079470000000000027 -0.020814999999999997 13.451085274650001 346.74082678410008 87.345316200150009 20.608876568850004 84.92839234085001 27.902905420600003 25.704065249550002 93.292185584700022 -0.090369999999999992 112.7969493211 71.249517373150013 48.823707093150006 0.10176000000000003 2.2933574171000006 17.873813320400004 35.771221912400001 24.453399453300005 270.40131768760006 38.396531328800009 -0.016014999999999998 14.451165964200003 202.89510166150004 41.489621506400006 13.602243858600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -4 6 -2 12 -9 10 -10 -12 22 -14 16 -16 19 18 20 -15 -18 -22 26 24 25 -24 -1 29 -29 -28
right_child=1 -3 4 -5 -6 -7 -8 8 9 -11 11 -13 13 14 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00080272100629547212 -0.042389487401461048 0.099561678809027512 0.030347901692616499 0.084173711433144227 -0.10067865682465589 -0.080832808240088053 0.077521037411200158 -0.10144673344153024 -0.10078667803477558 0.05113480275114566 0.095408516625307818 -0.10046397669949846 0.082195340580346291 0.071369056489131416 -0.096470294529551137 0.094190428135845286 0.10024121450508748 0.10043668048598478 0.058509800737229029 -0.063348185986225533 0.054834818337972581 -0.10064874793759943 -0.10064279373673762 -0.0030500883745960754 -0.10205161155130714 0.094976708370444321 0.0034377435428804603 0.02520674111928339 -0.073855561774547246 0.033660979540791607
leaf_weight=55.541485177916798 0.053802928385437099 0.072268621152034029 0.032221785848378204 0.08966225158656016 0.054505471870697875 0.04203038920149893 0.062442924361675978 0.091359237322648279 0.062841002854383987 0.12771449711726746 0.019697684969287366 0.012650155679452268 0.18757076642941584 0.024605693865851208 0.08880802330725146 0.012121521547669545 0.013810409116558731 0.080044108908623457 0.083393284439807758 0.086664197786376462 0.020770055219600181 0.06116469420157955 0.013338595468667336 1.6400365361987495 0.18642232594675079 0.020875991398496718 7.7540073863492545 0.26447251829085949 0.44083185825729743 1.5223774177720768
leaf_count=3151 47 11 15 30 62 22 8 62 54 32 6 52 14 43 187 2 4 7 21 81 35 130 46 39 82 7 228 40 55 60
internal_value=-2.15944e-05 0.0230879 0.0065739 0.0270621 -0.0519983 -0.00529121 0.022022 -0.000159167 -0.0269282 0.00361395 -0.0601446 0.0188094 -3.5531e-05 0.0205534 -0.00397492 -0.0735722 0.0149868 0.0358274 0.00695813 -0.0335575 -0.037943 -0.0612344 -0.000236872 -0.0125689 -0.0833242 0.0187142 0.000113323 0.0052105 -0.0367095 0.00839778
internal_weight=68.764 0.406934 0.334666 0.247938 0.0867273 0.158276 0.116246 68.3571 0.314263 0.222903 0.0951888 0.0323478 68.0428 0.658953 0.471382 0.10093 0.370452 0.259183 0.179138 0.11127 0.0957452 0.0819347 67.3838 1.86067 0.220637 0.0342146 65.5232 9.98169 0.705304 9.27638
internal_count=4633 195 184 107 77 77 55 4438 206 144 112 58 4232 524 510 189 321 197 190 124 169 165 3708 174 135 53 3534 383 95 288
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=20 20 23 8 5 15 15 21 18 22 20 0 7 8 18 13 22 21 3 23 17 0 20 17 17 22 20 0 14 3
split_gain=0.0219885 0.056186 0.0725587 0.047368 0.047133 0.0401172 0.0393707 0.0637994 0.0489266 0.0468877 0.0350762 0.0835677 0.13359 0.101359 0.0584141 0.0704503 0.0504326 0.0524739 0.0486039 0.0508568 0.0971227 0.0541833 0.0469409 0.201964 0.274349 0.196453 0.041374 0.203749 0.161611 0.150448
threshold=49.064150740050003 47.927946529500012 -0.23921499999999998 1.8485574041500004 7.9916986750000012 25.852338405700003 20.734744936600006 20.581461612800002 18.324911823050005 -0.18437499999999998 44.279556297950009 105.93331571405001 22.580797808900005 8.3434888241000014 14.349689277800001 117.63886241405002 -0.61402999999999996 19.935586388550004 76.190903416900014 -0.20885999999999996 240.41195881570002 107.63242125250001 43.477771593600004 188.27285108100003 192.92322630085002 -0.13734499999999997 42.206017975500011 86.208098410950015 181.67250789200003 94.16862293520002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -4 6 7 8 -2 -8 18 12 13 14 15 16 -12 -18 19 -1 -21 -22 26 25 -25 -24 -20 28 -28 -30
right_child=5 2 3 -5 -6 -7 9 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 22 20 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.028966934371751758 -0.10071376799980232 -0.054922668771721583 0.061632211339293357 0.073903775965129134 -0.10109973499791752 -0.10190585929267199 0.091463220889832775 0.04918954395007593 0.046020386204840759 -0.05464878609093015 0.035400071712525856 0.059477059533153798 -0.092065707911594588 0.10011224810088477 0.058793288747550791 -0.0042512776859103636 -0.10128046685207943 0.058466032834931514 0.001106295721186518 -0.10058555512479789 0.071705405561509755 -0.10033494386803371 0.075043525047711016 0.07994717015851753 0.0043387534999592813 -0.10170292536522905 -0.0058685383382359917 -0.00039892352496435099 -0.088115690134014837 0.021025482195967855
leaf_weight=0.089852463997473819 0.11527262470735777 0.072015065205050632 0.036618220602121165 0.27867261682695244 0.03463051887229085 0.056650366294888954 0.064781944936839864 0.062597916461527348 0.028303373726885184 0.033227901551072136 0.040460325893945881 0.13061164200883002 0.23606498257322528 0.079533609954523854 0.088920878093631472 0.49211575778645056 0.2092959195892935 0.022803070227382705 50.290130196650694 0.1801929977559088 0.067842962542272289 0.025071746987009647 0.082620748482441164 0.6222986713110007 2.0974824220393202 0.26328609775509815 0.8055702024768141 11.156316430140576 0.69738416631844302 0.1542349434857897
leaf_count=124 149 24 38 45 9 46 18 14 44 74 4 67 147 5 13 11 196 8 1979 632 14 71 38 26 65 147 53 367 116 89
internal_value=-2.10356e-05 0.000109125 0.0364875 0.0553001 -0.0174638 -0.0246417 -0.0102522 -0.035057 -0.0717878 0.0419274 -0.00011716 -0.0163863 -0.0248611 -0.00785954 -0.0179198 -0.0268404 -0.067626 -0.0855858 0.000200682 -0.036293 -0.0577636 0.0252827 0.000400862 0.0124849 0.0216383 -0.0594866 -0.0001862 -0.00525896 -0.037977 -0.0683494
internal_weight=68.6149 68.254 0.421936 0.349921 0.0712487 0.360834 0.304184 0.206174 0.143576 0.0980098 67.8321 1.29981 1.16919 0.93313 0.853596 0.764675 0.272559 0.232099 66.5323 0.36296 0.273108 0.0929147 66.1693 3.06569 2.71978 0.345907 63.1036 12.8135 1.65719 0.851619
internal_count=4633 4288 116 92 47 345 299 207 193 92 4172 451 384 237 232 219 208 204 3721 841 717 85 2880 276 91 185 2604 625 258 205
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=6 3 22 15 6 20 0 10 0 7 13 17 6 22 15 17 20 20 16 13 16 2 20 6 13 22 9 6 10 21
split_gain=0.0221973 0.189301 0.275324 0.512446 0.274265 0.20555 0.169625 0.332539 0.367724 0.174721 0.135813 0.143469 0.132331 0.156636 0.118079 0.134797 0.0842884 0.230153 0.159349 0.131127 0.15598 0.164411 0.133034 0.117495 0.320852 0.148022 0.205968 0.114776 0.243677 0.0999739
threshold=14.845346859150002 86.26455603170001 -0.060989999999999996 29.326787846200002 15.155354102400002 37.817254840650008 90.321439350550008 66.859265246100009 92.168410086200012 23.913271136350005 113.89115178020002 187.14705358135004 15.745367888000002 -0.038374999999999999 38.469938489650012 205.96542837505004 42.243697547450004 42.546237522150008 22.674946976100003 117.15225149240001 22.514947350300002 154.46567853970001 43.384297312450009 16.265380038000004 117.50981642375002 -0.082275000000000001 201.40496258350001 16.445384243750002 62.009286778800011 15.833449912500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 5 -3 10 9 -9 -8 11 -6 13 -12 -1 -16 29 18 -18 22 21 -21 -19 -22 -25 27 -27 -26 -29 -14
right_child=1 4 -4 -5 6 -7 7 8 -10 -11 12 -13 16 -15 15 -17 17 19 -20 20 23 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0015222546761772566 0.067979189282883365 0.016807899128318385 0.076172077777041186 -0.08036885826796758 0.017140124050670388 -0.096765212347658461 0.026041665584190028 -0.086032424469016489 0.061802558778932128 0.10083947444108353 0.0011121272932590987 -0.10625982240798748 0.00075741010365884141 0.10105751777792514 -0.10422125258252415 0.018603722070772346 -0.098136449508522461 -0.11055229758853904 0.0088479402752067934 0.098218443813147704 0.02075243006326178 -0.040838274947319453 0.0091032332375611934 -0.075937726708006831 -0.01033018642669857 -0.10362069913381551 -0.0038327857751463031 0.075345510973531662 -0.001623175479778051 0.029082455201703564
leaf_weight=25.173475625538348 0.48359594064822886 0.23386465792202571 0.81265633989823871 0.4490978297253605 0.15363994751521559 0.50017428224509786 0.67663944792002328 0.41155235635233101 0.28461331012658775 0.57998112426139414 0.3530235918588005 0.243598295936863 27.631210302822641 0.28212034236639638 0.23592509849186072 0.14382316888077185 0.46266718466904233 0.22650623163190164 0.19914805061125662 0.29462564399000246 1.4040247148368505 0.11951539343681361 0.15754495971100368 0.68062704924341222 2.0940157603463372 0.31993727882218159 0.5851604949857574 0.61430506717442757 1.2448589793202698 1.3049264890723851
leaf_count=2652 26 10 40 26 195 52 19 38 13 34 22 24 777 20 51 33 63 45 13 77 17 20 91 59 30 35 23 37 60 31
internal_value=-2.49081e-05 0.00136742 0.0336223 -0.00345131 -3.70545e-06 -0.0605808 0.00109901 0.029849 -0.0255931 0.0605639 -0.000364131 -0.0585324 0.000244352 0.0455062 -0.00235717 -0.0577034 -0.00052556 -0.00934227 -0.0659436 -0.00450323 -0.00152961 0.0580886 -0.0614674 -0.0050858 -0.0116354 -0.00262685 -0.0391062 0.00572525 0.0238088 0.00203478
internal_weight=68.3569 42.8036 1.74535 0.932694 41.0583 0.734039 40.3242 1.95279 0.696166 1.25662 38.3715 0.397238 37.9742 0.635144 25.5532 0.379748 37.3391 8.40294 0.661815 7.74112 7.35707 0.414141 0.384051 6.94293 5.5389 4.85828 0.905098 3.95318 1.85916 28.9361
internal_count=4633 1897 92 52 1805 62 1743 104 51 53 1639 219 1420 42 2736 84 1378 570 76 494 358 97 136 261 244 185 58 127 97 808
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=10 10 8 21 16 9 15 16 15 7 20 22 22 19 16 9 22 21 6 14 2 0 18 9 18 17 17 18 16 7
split_gain=0.020197 0.0792605 0.262197 0.0771173 0.15656 0.261181 0.086403 0.0855245 0.223829 0.101464 0.107247 0.237443 0.0984822 0.0697161 0.0535464 0.111973 0.191886 0.0916999 0.0880545 0.0580932 0.139692 0.34253 0.162848 0.171744 0.161375 0.147565 0.193773 0.135725 0.126494 0.122053
threshold=61.987779113750001 61.966271448700006 8.3434888241000014 11.007427546000001 22.614947116400003 188.55070358395002 25.852338405700003 22.624947093000003 37.408632939650005 23.156313609200001 39.427119987250002 -0.081984999999999988 -0.080234999999999987 14.651182102100002 22.654947022900004 193.70978346765003 -0.078504999999999991 19.935586388550004 13.400313096150002 272.02763708760006 188.61740261325005 88.122280599850015 15.015859748200002 207.09414646890002 14.442085364750001 203.09927826650002 199.24932835515003 16.352301071400003 22.604947139800004 25.522455861100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 8 -1 10 -9 -12 -11 14 17 -16 -17 19 -19 -2 21 -21 23 25 -23 26 -22 -26 -25 -24
right_child=13 2 -4 4 -6 -7 -8 9 -10 12 11 -13 -14 -15 15 16 -18 18 -20 20 22 24 29 28 27 -27 -28 -29 -30 -31
leaf_value=-0.0031819500059322736 0.00094437491071147422 0.0039425020511476725 -0.078456474295269585 0.032768198104404622 0.0015977677209383888 0.10218682317510208 -0.10341593085381535 0.0014844321257589707 -0.10554243383620879 -0.0014905819695528867 -0.0026560437990819381 -0.088944432859461978 0.038503722618999404 0.034773888858341616 -0.0013240183483375499 0.0028449777853461009 0.077671416915285563 -0.0049349936082436312 0.10115153965293094 -0.11818877411580053 -0.0026778739051387069 0.0081806682994631265 0.058033321457413051 -0.093132646405626504 -0.10263525789748872 0.055146558222128217 -0.070603813925445402 0.01179727580281315 0.010990039762409106 0.0031384346530829292
leaf_weight=0.74607620003529518 40.699738936300442 1.1596989964637021 0.57897022310862656 0.087369184447198101 2.4231381957288249 0.41984456163118011 0.099810420446601711 2.0718191760970517 0.29933251393958926 1.6798827651073227 0.86157346260733925 0.50629917776495814 0.97189631648507191 0.59652516336063754 2.3859290017644521 0.81674794439459242 0.59048954671015919 0.14260708183792203 0.1733448841405334 0.36908095062244584 5.5016504765671908 1.169121819681777 0.70017858459959803 0.38903494838450559 0.29270111430935219 0.39641685427341133 0.45468262813483296 0.16047344908083971 0.16665784723591059 0.96083441780061207
leaf_count=365 1908 74 27 57 46 10 30 46 31 36 53 52 31 38 46 37 43 59 10 10 307 25 167 79 74 46 39 154 17 716
internal_value=-2.53824e-05 -0.00376548 -0.023496 -0.000391352 0.0129746 0.058389 -0.0398497 -0.00606624 -0.0324909 -0.00153128 -0.0128632 -0.0345945 0.0131676 0.00077025 0.000403912 0.011871 0.0342428 -0.00043943 0.0532687 -0.000770468 -0.00737919 -0.0312373 -0.00183502 -0.00859446 -0.0114554 -0.00393122 -0.00786307 -0.0621136 -0.0619052 0.0262787
internal_weight=67.8719 11.9057 1.73867 10.167 3.03016 0.607024 0.18718 7.13688 1.04541 6.09147 3.43969 1.36787 2.65178 55.9662 55.3697 3.79317 1.40724 51.5765 0.315952 51.2606 10.5608 1.99138 8.56946 6.90844 1.6223 6.35275 5.95633 0.453175 0.555693 1.66101
internal_count=4633 858 101 757 143 97 87 614 396 218 151 105 67 3775 3737 126 80 3611 69 3542 1634 263 1371 488 253 392 346 228 96 883
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=8 15 10 17 16 19 18 16 15 15 19 15 13 16 20 16 12 17 9 10 0 22 22 22 22 5 16 6 20 0
split_gain=0.0204787 0.0458226 0.0498946 0.0303493 0.034265 0.0648883 0.0267399 0.04283 0.0784011 0.0413974 0.0451085 0.0588029 0.0401158 0.0565769 0.0397444 0.0328871 0.10605 0.0692052 0.0301945 0.0293271 0.0779446 0.24701 0.0752365 0.0361303 0.280225 0.367525 0.183516 0.125834 0.395542 0.198266
threshold=1.5487913386000003 21.086216674150005 90.937096262400004 201.39543491635001 9.7049773055000017 11.450923895500003 17.108018746400003 17.684958644900004 20.937157557000003 11.870705757150002 12.150980378200002 20.152484759300005 95.811270852950017 8.479980170100001 41.444941515100005 12.604970524100002 247.65401887280004 179.88087463185005 187.55294863440002 80.909147435850016 100.01333091085002 0.063030000000000017 -0.18437499999999998 -0.053874999999999999 -0.064729999999999996 17.886193876600004 22.614947116400003 16.445384243750002 41.289992964000007 86.036037090600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 15 8 9 -8 12 14 13 -11 -12 16 -2 -18 -10 20 23 22 -22 24 -17 -26 -27 -25 -29 -30
right_child=6 -3 -4 -5 5 -7 7 -9 18 10 11 -13 -14 -15 -16 19 17 -19 -20 -21 21 -23 -24 27 25 26 -28 28 29 -31
leaf_value=0.083957649637327381 -0.093697482613472938 -0.1006677912020654 -0.10036357305895949 -0.10107084769286978 -0.10052683029130277 0.041694167870160399 -0.067297260365209069 0.10033029182644256 0.03627782243480672 0.099201766984391981 0.047134406483111069 0.092092304391033053 0.090262157947054153 -0.10039099376583649 -0.10116286326706153 -0.00010605595612973127 0.069274165404570584 -0.054609854265078299 -0.10060324411951581 0.0097819902592049899 0.0012873123746722061 0.0030570534830384965 -0.10200944324190325 0.0016010339575021429 -0.020683894883205021 0.088717623327649278 0.016434495340960874 -0.004486803480810801 -0.016634070521073126 -0.11133529500815298
leaf_weight=0.064919787014093511 0.15053326497098751 0.064012430505847817 0.047577605907239473 0.02158736745218448 0.046841706408827122 0.10179927508784203 0.038476227663976625 0.061917838815134019 0.020692152817900933 0.02696209890245882 0.026317212479909813 0.040419066062895581 0.18137396057136357 0.03000882352941403 0.057683920349518303 36.850105160719295 0.11124495067730322 0.075830742604694024 0.072860292808400118 2.9715108643923136 0.086358363107137737 1.1403434211188139 0.38423306804042934 16.303911437807987 0.77235595509409849 1.0159577216581963 0.53682831305195566 5.2617597752978318 0.35835371597892152 0.5770895701207337
leaf_count=45 292 134 281 63 63 74 181 17 12 12 30 5 22 129 27 1893 41 34 62 113 25 30 95 521 13 49 30 137 171 32
internal_value=-2.8521e-05 -0.0242685 -0.00697075 0.0119254 0.0233475 -0.00312439 9.66394e-05 0.0219218 0.0121098 0.0313308 0.0417916 -0.00701445 0.0672692 -0.00593158 -0.0547019 -8.58075e-05 -0.0312175 0.019058 -0.0703276 7.28178e-05 -0.000383054 -0.0220978 -0.0830534 0.000184117 0.00201843 0.0356884 0.0637279 -0.00300948 -0.0151391 -0.0750567
internal_weight=67.4999 0.346738 0.282726 0.235148 0.213561 0.148641 67.1531 0.556712 0.494794 0.401241 0.362765 0.12442 0.238345 0.0569709 0.0840011 66.5964 0.337609 0.187076 0.0935524 66.2588 63.2873 1.61093 0.470591 61.6764 39.1752 2.32514 1.55279 22.5011 6.1972 0.935443
internal_count=4633 660 526 245 182 137 3973 497 480 406 225 62 163 141 57 3476 367 75 74 3109 2996 150 120 2846 1985 92 79 861 340 203
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=6 3 6 22 15 20 0 22 13 17 6 2 22 10 15 2 20 20 9 9 21 22 9 3 21 23 3 22 21 13
split_gain=0.0201725 0.144526 0.234106 0.223432 0.435693 0.188496 0.140519 0.293993 0.11891 0.132811 0.110768 0.104233 0.103019 0.102086 0.0997908 0.121478 0.072367 0.198961 0.211004 0.116475 0.178776 0.157001 0.223544 0.172198 0.255812 0.127666 0.0939703 0.0766504 0.0754407 0.0789302
threshold=14.845346859150002 86.26455603170001 15.155354102400002 -0.060989999999999996 29.326787846200002 37.817254840650008 90.321439350550008 -0.080869999999999997 113.89115178020002 187.14705358135004 15.745367888000002 136.64906039505004 -0.051199999999999996 66.859265246100009 38.469938489650012 344.91334945730006 42.243697547450004 42.431220712750012 207.40106631805003 192.39832633775004 8.9448347342500032 -0.06828999999999999 197.89372115420002 93.394346993650018 13.291307514850002 0.090465000000000031 93.905154038450021 -0.011849999999999999 15.833449912500003 117.45067034490002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 5 4 -2 -3 8 11 9 -4 12 -8 -10 -9 -1 -16 28 -18 19 20 -19 22 23 -21 -25 -24 -22 -28 29 -12
right_child=1 2 6 -5 -6 -7 7 13 10 -11 16 -13 -14 -15 15 -17 17 18 -20 21 26 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0015150085153455475 0.063867896082863723 0.015585492063561985 0.01528801338481011 0.071208229949935642 -0.07613965255891024 -0.095219046937077556 0.093947633931374022 0.016354526563589926 0.0064794054673457382 -0.10566982066757552 0.012685556686608588 0.027929839070207536 0.090560804179823956 -0.052692004415972875 -0.090922490344752319 0.042447708573911391 -0.091462766864779832 -0.006704843471184674 -0.089456586210074573 0.099073179457096039 -0.10422895553385288 -0.032197164297075552 -0.013692197981049623 -0.076761252080393208 0.099668502167313336 0.026454155950671666 -0.055879870054601204 0.088924418865046859 0.025911699890911785 -0.0015014347524336729
leaf_weight=24.969797751608201 0.46402881083486136 0.23189578459005034 0.1536539860418874 0.73807488603051641 0.42661668757500593 0.4542962358755176 0.55912723319488578 0.4826869899407018 0.33277551736682653 0.22182304832540467 4.7433057121284099 0.41791065293364227 0.2592352437786748 0.38487103785155341 0.2560314520214878 0.09313723282321007 0.27995628513417425 2.1252995896900306 0.28952497967838997 0.48980216332711268 0.33074495519394975 0.86184353614407871 1.9011458615350423 0.17597701922568376 0.15418970556675049 1.3578521902181817 0.12684436289396217 0.051355643577153387 1.2674400023533952 22.63720714932424
leaf_count=2652 26 10 195 40 26 52 26 18 20 24 285 32 22 28 68 16 34 136 58 73 26 40 52 33 10 15 77 16 31 492
internal_value=-2.86788e-05 0.00131745 0.000136895 0.0305216 -0.00319533 -0.0577731 0.00114025 0.0280904 -0.00017628 -0.056171 0.000386113 0.0657097 0.0432978 -0.0142763 -0.0022574 -0.0553473 -0.000304359 -0.00862208 -0.00567319 -0.00247092 -0.0194531 0.00658332 0.0147772 0.0614485 0.00563243 0.00303467 -0.0726886 -0.0141486 0.00206035 0.000956271
internal_weight=67.2385 41.9195 40.2908 1.62872 0.890645 0.686192 39.6046 1.8446 37.76 0.375477 37.3845 0.977038 0.592011 0.867558 25.319 0.349169 36.7925 8.14454 7.86458 7.57506 2.63424 4.94081 4.07897 0.819969 0.330167 3.259 0.508945 0.1782 28.648 27.3805
internal_count=4633 1897 1805 92 52 62 1743 104 1639 219 1420 58 42 46 2736 84 1378 570 536 478 255 223 183 116 43 67 119 93 808 777
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=5 3 0 5 12 20 2 22 22 15 5 3 16 19 21 21 22 21 22 18 2 5 8 6 16 13 16 20 22 10
split_gain=0.0208911 0.0684181 0.0413197 0.0410305 0.109844 0.038221 0.0287564 0.0319622 0.0282556 0.0257927 0.126587 0.334884 0.147122 0.215384 0.0998727 0.0969528 0.250419 0.113519 0.0953689 0.10383 0.0740745 0.0708998 0.0663085 0.0534561 0.173447 0.186295 0.450687 0.333003 0.153919 0.200289
threshold=25.704065249550002 93.292185584700022 85.307464937250003 24.453399453300005 270.40131768760006 38.396531328800009 319.32263744460005 0.11873000000000002 -0.016014999999999998 37.491361913600009 20.911722254300006 91.996348765800022 22.594947163200004 14.451165964200003 15.833449912500003 14.849677877150002 -0.156745 14.323584591800001 -0.094409999999999994 13.876389391100002 141.45287911200003 12.901187908600003 1.5487913386000003 14.815346158200002 19.154955207400004 112.67059178900001 20.674951653000004 39.032633164100012 -0.079369999999999996 69.999384342500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 9 5 8 7 -3 -5 10 15 18 20 -14 -11 17 -17 23 19 -12 -13 22 -18 -1 28 27 -27 -26 29 -25
right_child=1 2 -4 4 -6 -7 -8 -9 -10 14 11 12 13 -15 -16 16 21 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0013311951144578029 0.066570620637172062 0.019387773138571471 -0.10073123242495884 -0.10058581688803497 -0.0062487539197037768 -0.10190578826295271 -0.10031229328358891 -0.10047896146778919 0.093632578116500817 0.0017490438032966218 -0.10173631213647788 0.0086265124197739407 -0.06302759410916578 -4.0116431384816427e-07 0.039257439129525014 0.044018490900220086 -0.10062015751408078 0.065289060645154676 -0.11604103208624372 0.037603489897088137 -0.043272305921961629 -0.10444216852095956 0.052545363224967737 0.065323758043526331 0.0040515862716556435 0.086156784758764995 0.00035141987014179071 -0.10592258057616089 0.064169789169346889 -0.041056097876698922
leaf_weight=23.513558403362751 0.19960701721720298 0.37044367192567051 0.039959188665307011 0.012289122077163483 1.6427042544055437 0.1749083736144712 0.024110205816668895 0.02366656661433808 0.019184408680302023 21.195894975833657 0.10750597553851549 3.6375347160523011 0.96381375682540271 1.2394568247109417 0.73448757684673083 0.25128568538821128 0.049605181186961 0.28015249946724807 0.37639468493216455 0.10641096658946481 0.29750620472987055 0.32983796935877763 0.065701248079676589 0.30071092117577791 0.77763382578268536 0.66517029982060005 7.6771406458574347 0.42626735690282658 0.92113952885847428 0.43016052924213
leaf_count=2149 30 425 53 46 49 83 61 21 7 574 32 207 26 34 37 74 104 44 42 22 40 46 32 11 35 28 198 45 37 41
internal_value=-2.49421e-05 0.0177084 -0.00357851 -0.000201156 -0.0148878 -0.0836508 0.00570402 0.0121897 0.0177983 0.000220879 -0.0012187 -0.0138 -0.00688168 -0.0275714 0.00300527 0.00115335 -0.0357922 0.00188867 -0.0857396 -0.032423 0.00470274 -0.0808456 -0.0133469 0.00137697 0.00706347 0.00188621 0.00719307 -0.0348872 0.0369805 0.002713
internal_weight=66.8542 0.657787 0.45818 66.1965 1.84909 0.206382 0.41822 0.39411 0.0314735 64.3474 42.417 6.72862 6.13831 2.20327 21.9304 35.6884 0.69643 34.9919 0.590312 0.213917 3.93504 0.445144 0.115306 34.7118 11.1982 9.54621 8.34231 1.2039 1.65201 0.730871
internal_count=4633 590 560 4043 185 136 507 446 53 3858 3247 403 307 60 611 2844 256 2588 96 54 247 182 136 2544 395 306 226 80 89 52
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=22 8 9 20 17 7 22 4 22 16 15 17 22 15 8 15 20 21 9 21 7 15 19 13 20 0 23 6 5 20
split_gain=0.0206565 0.124974 0.163475 0.11389 0.104091 0.0785197 0.162783 0.0791727 0.0646415 0.117716 0.130883 0.166147 0.118117 0.0740046 0.0584363 0.0554296 0.131021 0.0820111 0.0519849 0.0479288 0.0650577 0.0410015 0.0372927 0.035694 0.114045 0.0777877 0.0440626 0.0448465 0.0401358 0.032822
threshold=-0.27494999999999997 8.3434888241000014 212.20546459280004 39.571921479100006 173.77968723070003 23.322419822750003 -0.58319500000000002 227.16561897400001 -0.16164499999999998 22.399947619200002 39.558912554250007 192.00947391610003 -0.24023999999999998 28.579157549250002 8.1436447804000007 19.198394745150004 46.095286511800005 17.419354439100001 202.86134752310002 1.5118825371500002 25.764895874800001 16.453392729050005 13.351077205700003 98.050756475600011 42.388109226950007 104.03526427400001 -0.222165 1.8500432259500001 20.608876568850004 39.198779702000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 14 7 -7 9 12 -11 -12 21 15 -6 16 -14 -17 -9 -20 -21 -2 -15 24 -10 28 -27 -28 -26 -25
right_child=8 2 3 -5 5 6 -8 18 23 10 11 -13 13 22 -16 17 -18 -19 19 20 -22 -23 -24 29 25 26 27 -29 -30 -31
leaf_value=-0.10577739524291002 0.015456098107125386 -0.098759583056532652 -0.069247938882755461 0.062459543810443253 0.011145392993594537 0.070117900458630505 -0.088139914305345582 -0.011846715012092437 -0.088444085074825041 0.1012279788840697 -0.10280785492390149 0.068204233247038545 0.05585566220350735 -0.10238529766306897 0.10222358812524755 0.070200137084163242 -0.092349668018537334 -0.062065958808209934 0.096427843049313566 0.1009567780989703 -0.10228734818809725 -0.10124467644156319 0.017711397875074499 0.0049914677779397251 -0.10052822466952378 -0.10079175184994592 -0.10043995920545556 0.044889806789413463 0.056050356894160207 -0.0010141064338326363
leaf_weight=0.080194239043293591 0.03878541561982729 0.31055623514112074 0.11250626889523119 0.15765900332189631 0.13516993157099921 0.21023458570562048 0.17828322212866954 0.63114384128837742 0.19109244157424754 0.30579713825136423 0.09217078657093225 0.14809190179221332 0.13794697373291487 0.071108871859905776 0.14711797330528498 0.34643064365081955 0.10509449826622586 0.054215014286455698 0.096464067040358259 0.027595929801464081 0.036687211828393629 0.13453257788614792 0.040629235956657794 11.066448730725822 0.087797909061919199 0.025705365875182906 0.022776177500759331 0.313470525590958 0.020122750175687543 51.220802477354255
leaf_count=106 42 45 22 31 36 21 81 92 515 19 39 21 82 18 6 202 81 15 14 1 39 116 41 525 150 23 82 271 11 1886
internal_value=-2.74306e-05 -0.00973138 -0.0492731 0.00761194 0.00515153 0.0112334 -9.69672e-05 0.0155663 0.000292446 0.0209872 0.0578322 0.00259971 -0.000676063 0.0164058 0.058612 0.0294464 -0.00823038 0.052302 0.00108373 0.0518527 -0.0150372 -0.0751292 -0.0587168 -0.000192407 -0.0233086 0.00318134 0.0253987 0.0350457 -0.0713328 5.28917e-05
internal_weight=66.5466 2.12361 0.580722 0.270165 1.54289 1.4627 1.18041 1.00213 64.423 1.4748 0.54606 0.240263 0.928743 0.755425 0.282288 0.643687 0.243041 0.400646 0.791891 0.160747 0.0642831 0.173318 0.111738 62.9482 0.660965 0.469873 0.361952 0.336247 0.107921 62.2873
internal_count=4633 494 98 53 396 290 248 167 4139 676 79 60 597 439 42 380 163 217 146 54 40 158 59 3463 1052 537 376 353 161 2411
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=9 15 20 22 18 18 0 2 18 0 9 12 15 4 9 13 22 17 10 22 13 16 18 15 6 13 2 13 3 23
split_gain=0.0207293 0.0458366 0.0351905 0.0414378 0.0331538 0.0369139 0.0289953 0.0259523 0.0916359 0.103015 0.0619289 0.0454607 0.033767 0.0306999 0.116192 0.044583 0.0412123 0.051355 0.0508729 0.059537 0.0497951 0.0464499 0.0401118 0.139245 0.0899259 0.0486671 0.120272 0.111274 0.100772 0.0551687
threshold=223.65407503400004 43.153128509050006 41.741384785950011 -0.0025899999999999999 15.711526640050002 17.370891598500005 90.60910437050002 325.13486840910008 13.956123578150001 91.109157582800023 72.978853106700015 350.01304375890004 45.102215827400009 398.10712430820007 208.65287229730004 97.873318238950006 -0.15962499999999999 243.29790314680005 71.246828915000023 -0.54488499999999995 88.504041654350019 11.949972055800002 15.917243450850002 19.846565044850003 12.625294988000002 103.89008753490002 90.828344481500011 104.09978726910002 81.699554126200013 -0.222165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -4 13 -9 12 11 -11 -10 15 -15 16 18 20 -1 -20 21 -18 25 24 -24 26 -17 -27 -28 -30
right_child=1 -3 6 -5 5 -7 -8 8 9 10 -12 -13 -14 14 -16 22 17 -19 19 -21 -22 -23 23 -25 -26 27 28 -29 29 -31
leaf_value=-0.10031679808731486 0.088311218916005796 0.099500736171667381 0.032055717538539065 -0.060372514144676287 -0.10044169174356779 0.045738542707709627 -0.10059376866038594 -0.10169746292469495 0.099900207497217702 -0.10071894043961022 -0.1015223997042005 0.032865396265831286 0.012237171631793603 0.053186473354175895 -0.10301077018625077 -0.0035553905413869846 -0.065630142794154786 0.057465538266784778 -0.077106304659121064 0.057009154268484685 -0.08289451653707032 0.062545849131195888 0.09453098351619646 0.0020553067281077141 0.0094968297789700552 0.047865035063427153 -0.096255304400187702 -0.00018767421245608992 0.089019622348709526 -0.031219501318162531
leaf_weight=0.036932846890977089 0.095558984554372728 0.06560721158166416 0.025503942044451833 0.043746071256008601 0.024738710901146987 0.057256397924163593 0.046564242364979691 0.11383958302440689 0.091331888770582736 0.033556116111867595 0.10313259428551191 0.10579342857933938 0.084679133928148076 0.3074398216724451 0.056353834524998092 2.7379417750998978 0.057781538780061648 0.043149185668880818 0.042342844772491617 0.15163826619708232 0.24946580890104997 0.055362163151386312 0.2965315953624662 2.7777632379948045 0.21420005382969975 0.48598274448886414 0.28390138744180138 57.357257543435935 0.045348037543590514 0.24071943392698325
leaf_count=57 16 11 8 25 18 48 69 88 28 48 81 105 17 245 27 62 283 21 108 120 350 34 25 149 20 30 98 2304 21 117
internal_value=-2.67185e-05 0.0239385 0.0070402 0.0268048 0.0482836 0.00163456 -0.0536509 -0.00015712 -0.0221477 -0.000508382 -0.0427787 0.000697573 0.0577254 2.17655e-05 0.0289906 -0.000140178 -0.0264726 -0.0456658 0.00725328 0.027734 -0.057938 -0.00291255 0.000119991 0.0108788 0.0588678 -0.000458579 -0.0122554 0.000216051 -0.0540473 -0.0121589
internal_weight=66.3314 0.358976 0.293368 0.2213 0.177554 0.0819951 0.0720682 65.9724 0.532333 0.418493 0.242482 0.13935 0.176011 65.4401 0.363794 65.0763 0.636673 0.405759 0.230914 0.193981 0.36261 0.113144 64.4396 3.28849 0.510732 61.1512 3.30791 57.8432 0.569969 0.286067
internal_count=4633 195 184 107 82 66 77 4438 367 279 234 153 45 4071 272 3799 973 688 285 228 667 317 2826 194 45 2632 298 2334 236 138
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=8 22 22 2 8 8 19 22 23 6 2 0 15 17 3 21 9 13 21 5 9 21 8 10 21 17 12 18 7 22
split_gain=0.0190249 0.0595954 0.079973 0.0862099 0.0451755 0.0543941 0.0234764 0.145586 0.134531 0.19645 0.150442 0.125696 0.124875 0.106985 0.17332 0.118631 0.118029 0.0995896 0.113558 0.0893405 0.0869327 0.0737158 0.175596 0.128356 0.0725255 0.0908758 0.067084 0.217245 0.0866242 0.068986
threshold=8.8430989333000021 -0.088039999999999993 -0.13734499999999997 67.992056490600007 8.9430209551500024 9.6424751081000029 14.351157895250003 -0.078549999999999995 0.087700000000000014 16.475384944750001 217.42844949650001 86.345209775600011 37.646552559600003 188.13858192940003 93.345954747300013 15.004713615700002 189.68479361675003 117.66037007905001 10.681001598350003 22.958759589950002 185.00606802455005 3.8092755532000004 8.543332867800002 62.079186690200011 7.8791617619000007 190.92966541395 322.74414298955008 14.646070254650002 26.168093931450006 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 26 13 9 19 11 -10 -13 15 21 -8 20 18 -12 -9 -16 22 -15 -23 25 -18 29 -28 -29 -1
right_child=1 4 -4 -5 5 -7 7 8 10 -11 17 12 -14 14 16 -17 24 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0064211025811426042 0.025183553063662791 0.012066356703216707 0.018736012858255782 -0.086081353658106763 -0.09119077564535516 0.011577538172896022 -0.086635690676207897 0.091498258461550741 -0.0035451873172805837 0.012908786967308766 -0.012223349338230098 0.0072671520270431254 0.045998651171896741 -0.078063163932861918 0.013642147006154598 -0.0097067543381621074 0.019602629118460564 -5.9165306619719517e-05 -0.1065264117273082 0.0031046349704831645 0.089357902263054179 0.0058920575698842405 -0.0025711544132170591 -0.024591586085065287 0.023061281107438627 -0.029869726113656282 -0.09359598973251973 0.056778009654949405 -0.045208144211299151 -0.0029132184632938091
leaf_weight=10.498335879661388 0.11353155699907802 0.10060592828085546 0.72988210708535894 0.18011406653386075 0.21090956267471483 0.0681434421708218 0.32225644539721798 0.6102075352100641 3.0765389775624499 1.5957229936393558 0.24536339013138764 1.8815992523450407 1.492890443652868 0.51391752157360115 0.27285783027764443 0.53035469998576446 0.66729773935367143 0.55204522609710693 0.26626173177464807 0.14070848505070899 0.34133209579158574 3.4541555897449143 0.76941025478299707 2.3017279101150052 1.5171631044649982 0.83705120721242565 0.31186608649113523 0.23256020600024385 0.12974759732021113 32.20905078112466
leaf_count=1573 19 11 34 38 61 41 49 110 63 36 34 30 30 29 29 10 11 7 14 24 31 38 30 61 41 52 135 95 268 1629
internal_value=-2.54879e-05 -0.0115454 0.00100608 -0.0430632 -0.0453832 -0.0660952 0.00022408 0.00293544 0.0118555 0.0327569 0.00532851 0.0110739 0.0244022 -0.0046953 -0.00197269 -0.0387831 0.0157574 -0.0295164 -0.0613009 0.0749348 0.0557207 -0.0111301 -0.0328025 -0.00629809 0.00763393 -0.00792482 -0.00111273 -0.0324112 0.0202553 -0.000618654
internal_weight=66.1736 1.40319 1.02353 0.293646 0.379659 0.279053 64.7704 21.3889 9.86134 2.34664 7.5147 6.45103 3.37449 11.5275 10.6749 0.852611 3.6357 1.06367 0.511625 0.750916 0.61419 7.03921 1.28333 5.75588 3.02151 1.50435 43.3816 0.674174 0.362308 42.7074
internal_count=4633 204 91 57 113 102 4429 729 348 170 178 123 60 381 322 59 164 55 48 134 60 158 59 99 104 63 3700 498 363 3202
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=9 15 20 20 7 4 0 2 18 0 9 12 14 4 9 16 9 22 23 17 6 20 17 15 23 16 22 22 5 16
split_gain=0.0196491 0.0391997 0.031554 0.0370528 0.0305577 0.0294678 0.0265445 0.0203702 0.0781607 0.0870896 0.0550285 0.0384605 0.0319986 0.027133 0.0955059 0.0409941 0.0876256 0.0375524 0.0392751 0.0232388 0.127046 0.0711134 0.053 0.0964988 0.0595159 0.121229 0.0299189 0.242497 0.343061 0.149805
threshold=223.65407503400004 43.153128509050006 41.741384785950011 40.679780036550007 26.459406588900006 301.3713391001001 90.60910437050002 325.13486840910008 13.956123578150001 91.109157582800023 72.978853106700015 350.01304375890004 442.49826452280007 398.10712430820007 208.65287229730004 11.864972254500001 211.71843659965 -0.088880000000000001 0.072890000000000024 208.35751021765003 14.195331671650001 40.679780036550007 205.28496454895003 32.99104187950001 0.081775000000000028 15.774963111300002 -0.053874999999999999 -0.064729999999999996 17.886193876600004 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -4 13 -9 12 11 -11 -10 15 17 16 -1 18 -15 22 -21 -22 26 24 -24 -26 27 -17 -29 -30
right_child=1 -3 6 -5 5 -7 -8 8 9 10 -12 -13 -14 14 -16 19 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.074476490978321028 -0.073883863367526129 0.099302321543252622 0.030094442553553376 0.077175918674635746 0.090670869990564507 -0.033383052741167804 -0.10053277960207285 -0.10138245204889205 0.098272101588642219 -0.10060509594059347 -0.10125230411108482 0.028954736372268766 0.0087725693651619207 0.044426448612901084 -0.10244069063607589 -0.00011085775533735968 0.08595367017265533 0.078153067208854191 -0.080864232893303828 -0.00028141297651966524 -0.013888872158425129 -0.098207047656804866 0.060000317033292144 0.073344720917241688 0.062413280628513007 -0.082784448460966484 -0.0026959683783008004 -0.018462661643756127 0.089621318665560556 0.020564024627158582
leaf_weight=0.17589191605725218 0.044696976634439944 0.057510381622705609 0.024892501241993159 0.08758831252453092 0.039251966666711269 0.037386001835670868 0.041476974820170653 0.095989890426387059 0.084094442907371558 0.02948173149889044 0.090055968851572743 0.10282988376479096 0.076095150390756316 0.079774243732117611 0.048208504504145822 35.514034392138448 0.042216879565671661 0.17872219607454454 0.036451964683038796 2.4754426905424505 0.18018332072824694 0.22484106550109573 0.099292076877417368 0.27769801864633337 0.088968121087930285 0.16258863866096362 23.359711075516721 0.77763155700085862 0.8728630718323982 0.49073745035275351
leaf_count=613 20 11 8 34 18 35 69 88 21 48 81 105 24 49 27 1831 46 82 114 168 28 41 23 31 19 34 856 35 45 29
internal_value=-2.28906e-05 0.0242141 0.00852767 0.0276095 -0.00817105 0.0301541 -0.0515398 -0.000145918 -0.0207022 -0.000458198 -0.0409546 8.61583e-05 0.055757 5.22459e-06 0.0280501 -0.000143424 -0.0434238 0.0493785 0.0051316 2.87581e-06 -0.0087764 -0.0606964 0.000413112 0.0293029 -0.00555642 -0.0314323 0.000115504 0.00185962 0.0345416 0.0647687
internal_weight=65.8966 0.332803 0.275293 0.208923 0.121335 0.076638 0.0663695 65.5638 0.478547 0.382557 0.222368 0.132312 0.16019 65.0853 0.343157 64.7421 0.218109 0.294948 0.116226 64.524 2.88047 0.405024 61.6435 0.628547 0.350849 0.251557 61.015 37.6553 2.14123 1.3636
internal_count=4633 195 184 107 73 53 77 4438 367 279 234 153 45 4071 272 3799 659 245 163 3140 237 69 2903 107 76 53 2796 1940 109 74
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=12 12 4 9 13 5 22 21 16 2 6 20 20 4 22 18 15 17 5 20 12 2 15 6 19 6 6 5 13 9
split_gain=0.0199217 0.0422395 0.0700223 0.0347384 0.0237379 0.0543622 0.0766748 0.0316546 0.0234019 0.0228265 0.0566756 0.262922 0.0380688 0.193935 0.0981564 0.124558 0.181671 0.113992 0.0943259 0.0686839 0.0655728 0.265703 0.072942 0.367343 0.198961 0.125697 0.144905 0.118983 0.185747 0.0898601
threshold=74.22129117770001 82.846568806150017 154.38970227190003 201.16241229375001 117.97223122220002 31.794087907800002 -0.017745 0.54612131245000006 23.044946110900003 67.992056490600007 14.325334709150001 36.772607578000013 39.656620114300004 162.32075757215003 -0.13006999999999999 13.278511569200001 18.939493156800005 205.45998821870003 21.363989181350004 39.788107623550012 232.35148227425003 229.44804549725004 31.584168001000005 14.745344522600002 12.751028791950002 14.195331671650001 13.185308072600002 19.768819263000005 108.64328150955002 202.05151640955003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 9 6 7 8 -6 10 -4 -12 13 -11 15 18 -17 -18 -15 -14 22 -22 23 24 25 26 29 28 -24 -16
right_child=1 2 4 -5 5 -7 -8 -9 -10 12 11 -13 19 14 20 16 17 -19 -20 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013553641847629892 -0.028905647274086444 0.047324062546957278 0.0051950220978910899 -0.0023597737012427946 -0.075016897693591905 0.086566579905324945 0.037144418820383468 -0.10109753219284384 0.10015305257048342 0.089857535913143341 0.0066508491604105368 -0.10532423468992552 -0.029646432480467486 0.099804449632429917 -0.0020075071370728509 0.07933235801567351 -0.10213171228060487 0.01991808320498396 -0.078828910828826482 -0.00014761076661255298 0.094782653308495765 -0.066217228651724691 0.0069568793270813958 0.075779473620363136 -0.089103458136167504 0.098142175850807853 -0.10212631536082364 0.010211227371207564 -0.051989562105424048 0.078143949563864529
leaf_weight=1.0641132994240781 0.91525502904334999 0.3139210930075923 1.1308132610582782 1.0684298510605001 0.015539250769961654 0.03593815002386691 0.07876248440515965 0.14499346753837017 0.014977581740822643 0.26990168696864358 0.68571142735891033 0.30206656246446073 0.80202542317056114 0.10618981026345764 1.0632380000613557 0.087336460411250982 0.38022276828695567 0.095806275492407167 0.040962982219184596 49.773296733864726 0.31953998316635068 0.1509181221210234 1.1655438608795523 0.78032282790263696 0.25120672106731934 0.13763386555535806 0.13098371815021881 3.261204719041416 0.9874700282816774 0.16106561607136871
leaf_count=55 41 32 22 49 46 10 27 72 5 49 13 54 48 10 144 189 89 44 71 3046 26 111 17 78 63 11 29 100 30 52
internal_value=-1.77647e-05 -0.000241071 0.00021355 -0.0146078 -2.35534e-05 -0.0285568 -0.044828 -0.0816142 0.0109561 0.000109826 -0.0100915 -0.0275916 0.000470245 0.00631792 0.00384551 -0.0318454 -0.0532442 -0.0775678 0.0500782 -0.000615404 0.00686118 0.0431355 0.0047115 0.0187493 -0.00676598 0.00708855 -0.00215824 -0.00183382 -0.0200786 0.00853697
internal_weight=65.7354 64.6713 62.6876 1.98368 62.3737 0.290211 0.254273 0.17551 0.0305168 62.0835 2.11859 0.987778 59.9649 9.38955 9.11965 0.710518 0.563366 0.476029 0.147153 50.5753 8.40913 0.470458 7.93867 2.52445 1.74413 1.49292 1.35529 5.41422 2.15301 1.2243
internal_count=4633 4578 4488 90 4456 160 150 123 51 4296 89 67 4207 1113 1064 403 322 133 81 3094 661 137 524 377 299 236 225 147 47 196
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=18 21 3 21 12 20 10 21 15 18 15 17 6 10 3 15 4 3 0 20 22 2 6 20 0 20 10 4 3 5
split_gain=0.0193924 0.11675 0.194737 0.0976353 0.146456 0.0903024 0.064252 0.317268 0.212577 0.287847 0.227275 0.191739 0.263018 0.16013 0.118803 0.0822344 0.0793358 0.0756106 0.342323 0.23076 0.193516 0.190277 0.0793832 0.0728574 0.0631309 0.0785241 0.0630079 0.121345 0.0555437 0.0532809
threshold=15.329371696850002 11.772995266200001 81.699554126200013 6.9285860282000007 222.66054638440002 41.257948413050009 69.999384342500022 11.668114288100002 28.579157549250002 14.032563378150002 28.094167143500005 196.21449749970003 14.825346391850003 69.545034918450014 85.850533479600017 16.701926737050005 147.36370056065002 88.813214339350012 90.321439350550008 40.099856909850011 -0.082484999999999989 108.01392853780001 14.865347326450001 39.852039223600009 96.082805124100005 36.952388736350009 72.209296925700016 177.83314668290004 80.384898100400008 19.426367441400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 28 24 -5 -6 13 8 10 -10 16 -11 -13 17 -15 -9 -8 19 -19 22 21 -21 -1 -20 25 -2 27 -18 -3 -24
right_child=1 2 -4 4 5 -7 7 15 9 11 -12 12 -14 14 -16 -17 26 18 23 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016877265272690522 0.027397217698591176 0.0088942391696768645 0.097425144947232326 -0.098838171266194874 -0.10168359052986126 0.046766170523354737 0.027686277495069057 0.024975494679901209 0.022423885001762584 -0.097183274691221427 0.0455997830628131 -0.10195914022264384 0.026678839564783504 0.087153252008900256 0.0069735920576500703 -0.10248751407585076 -0.10353214916673803 -0.00020068832412048051 0.025513673888135181 0.097930413669332805 -0.094125224906391441 -0.052042430827011078 0.0037482178229742494 0.08775523625854062 0.0043170404786495552 -0.10166646922249434 -0.0044859088481722645 0.013420725048768012 -0.10081272881297199 0.060377834074257335
leaf_weight=0.58842976037135419 0.076188659731989072 0.32469269386399524 0.34184357652156905 0.23680172169542935 0.053097449363349369 0.17951272112873085 0.74226369289680771 0.057522144081304627 0.62755836849100965 0.67606773016450439 1.0838934683770274 0.25532291023409925 0.42107562976889312 0.36985045176515896 0.36934240243863314 0.4215670306687116 0.18590514965205773 39.416143825752044 0.29441230907104809 0.12839692423585813 0.54469481631531358 0.24800080647401046 0.31597373925615102 0.52065497253352078 9.8192784480825583 0.12364224961675063 6.4681488723609846 0.1696969501208514 0.053795572574017569 0.35037771344650537
leaf_count=19 12 267 24 144 22 89 11 30 6 147 22 86 22 21 27 180 41 1813 14 8 56 61 32 35 1079 33 239 49 26 18
internal_value=-1.57812e-05 0.00377086 0.0427147 0.00109627 -0.0434779 0.0128798 -0.000798081 -0.00758005 -0.00399234 -0.0335495 0.00277351 -0.0595218 -0.0218787 0.000948097 0.047091 -0.0871836 -0.00336171 0.000143786 0.00112578 -0.0180129 -0.0560227 -0.000883642 0.00988882 0.0652728 0.00318465 -0.0524589 -0.006739 -0.047721 -0.00669871 0.0335249
internal_weight=65.4642 11.2089 0.720332 10.4885 0.469412 0.23261 54.2553 11.109 10.6299 1.98002 8.64991 1.35247 0.676399 43.1463 0.739193 0.479089 7.56601 42.4071 40.2312 2.17587 0.921093 0.376398 1.25478 0.815067 10.0191 0.199831 6.82375 0.355602 0.378488 0.666351
internal_count=4633 1696 317 1379 255 111 2937 833 623 261 362 255 108 2104 48 210 340 2056 1862 194 125 69 69 49 1124 45 329 90 293 50
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=8 22 8 22 23 19 16 22 23 23 0 9 17 6 0 22 20 0 19 19 7 22 3 22 21 18 20 22 21 20
split_gain=0.0202635 0.0537407 0.0658583 0.0498608 0.0434404 0.0568675 0.0224297 0.0192708 0.119295 0.118093 0.231512 0.118835 0.229467 0.114413 0.241078 0.104856 0.142118 0.149998 0.185606 0.123255 0.0825383 0.0709431 0.304807 0.157726 0.271535 0.182837 0.126922 0.172507 0.11786 0.0752448
threshold=8.8430989333000021 -0.088039999999999993 9.3427090425500019 -0.14907499999999999 0.094595000000000026 14.351157895250003 22.634947069650003 -0.02903 0.096480000000000024 0.10214000000000002 91.625341543800019 200.95377551580003 200.85989963400002 16.515385879350003 85.823648898300021 0.075080000000000022 35.374259656300005 86.264556031700025 13.151061067750001 11.450923895500003 22.870118039000001 -0.053874999999999999 93.394346993650018 -0.064729999999999996 7.3938557349000016 13.829007611650001 41.257948413050009 -0.033594999999999993 7.7895855139500005 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 6 -6 -3 21 13 10 -10 -11 -13 15 -15 -9 -17 -18 19 -19 -21 23 26 29 25 -25 -23 -28 -24 -1
right_child=1 4 3 -5 5 -7 -8 8 9 11 -12 12 -14 14 -16 16 17 18 -20 20 -22 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0063955825172387062 -0.014972729639680158 -0.10205639231454121 -0.0090146998221356887 0.082718076833383281 0.059670283158917981 -0.059322447238243016 -0.0313511120555705 0.0021584237122405539 0.095324304632460805 -0.00090220250054892735 0.0058580240790161945 0.082514693165123165 5.2445569401455141e-05 0.056141279195565434 -0.11166478638467298 0.062048322871428287 0.091941797269054382 -0.10073684819882489 -0.088189199312126751 -0.055926468182358795 0.05460719208240699 0.003613841528195385 -0.031246567126522462 0.04808951381614008 0.085075424636823271 -0.024823106784351161 -0.092861280787179173 -0.0094607682934550689 -0.10855640900309392 0.002987461424800145
leaf_weight=13.844712493401607 0.73902709844696801 0.12659798407730594 0.10082174072886119 0.14371353393653408 0.07151745272858534 0.091607964241120499 0.069495253235800192 9.2100790983120415 0.48271876014768966 4.348921162474582 0.72162291188357131 0.5559848063147681 0.8585255419020541 0.12722529827561935 0.26175650395452976 0.152257122510293 0.078885004011681192 0.099567520671598464 0.58527040548869991 0.09176482606017089 0.25608025145811553 5.6161165455088158 0.40973026875053609 0.57561527017969571 0.59163960982004926 0.85442943757112744 0.3354816858241062 0.95120279862953805 0.38015771273057908 22.332849244700895
leaf_count=1160 42 27 28 21 25 28 33 344 17 111 48 28 46 156 10 62 11 128 87 45 62 77 27 26 41 47 20 67 15 1794
internal_value=-2.09109e-05 -0.0121779 -8.78679e-05 0.0448967 -0.0452811 -0.00715365 -0.0769985 0.000235265 0.00302516 0.0132382 0.0417175 0.00728704 0.0324649 -0.00352576 -0.05678 -0.00154799 -0.0285584 -0.0409692 -0.0511221 -0.00263376 0.0254474 -0.000848708 -0.00961014 0.000915698 0.0280981 0.00452536 -0.0028766 -0.0312061 -0.0684543 -0.000603315
internal_weight=65.0654 1.34278 0.983562 0.244535 0.359219 0.163125 0.196093 63.7226 17.8307 6.96777 1.20434 5.76343 1.41451 10.8629 0.388982 10.4739 1.26383 1.11157 1.03268 0.447413 0.347845 45.8919 7.69269 38.1992 2.02168 1.43004 6.9028 1.28668 0.789888 36.1776
internal_count=4633 204 91 49 113 53 60 4429 1155 250 65 185 74 905 166 739 395 333 322 235 107 3274 206 3068 114 73 164 87 42 2954
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=9 15 20 20 23 8 16 5 16 0 16 20 9 0 21 13 13 0 20 22 15 13 7 10 17 16 5 23 20 4
split_gain=0.0198525 0.03589 0.0301004 0.0317416 0.0231778 0.0205586 0.0639437 0.228569 0.145276 0.194383 0.101427 0.153007 0.089683 0.127714 0.0949036 0.225674 0.0847815 0.124273 0.119051 0.123063 0.0628255 0.0683838 0.111953 0.0603248 0.111928 0.147483 0.079733 0.218328 0.0714739 0.0575615
threshold=223.65407503400004 43.153128509050006 41.741384785950011 40.767054867700004 0.079470000000000027 8.2435668022500028 20.394952307700002 18.946524085150003 20.719951547750004 90.767723400200012 19.224955043700003 39.476991512000005 197.89372115420002 93.972365491700018 7.1419463046500011 104.19926021995002 113.98793627290001 99.647700605050019 37.817254840650008 -0.047144999999999999 44.732387748900003 117.67650082785001 22.276766275150006 62.165217350350012 195.14561408000003 22.614947116400003 21.252944829650001 0.13026500000000005 42.320906304050006 143.58239362595003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 20 7 12 9 -8 11 -9 -7 -14 -15 -16 17 -10 19 -18 21 29 -23 -20 25 -25 27 28 -26 -1
right_child=1 -3 4 -5 -6 6 8 10 16 -11 -12 -13 13 14 15 -17 18 -19 23 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.07603715325032058 -0.0018489045093812127 0.099074760086102553 0.027399819469566263 0.08181856610530297 -0.10045901541541313 -0.051612968970119834 0.077319298963516053 0.04691666052981807 -0.063075373210055047 -0.00038033262718908484 -0.10620296222251686 -0.10308361663454257 0.045771461666587292 -0.00073997297684286396 0.0043019326267175343 -0.092542334141153565 0.074865553170654228 0.0058363090758906735 -0.0030256063046267276 0.0042651556159592928 -0.059959791921394882 -0.053830341964742637 0.10174911655815369 0.070483711464785187 -0.033692909563735995 0.0014698306468659095 0.010272661790096484 0.018598352314943389 -0.1056936109290033 0.0018365509738474915
leaf_weight=0.10504850797588972 0.12468948023643989 0.054275327158393338 0.022773547676479211 0.071255713464779546 0.037563259455396292 0.38584742770762925 0.56523789465427288 0.14441419640206721 0.52706309407949337 0.74812218174338341 0.3284709118615865 0.12852207090145384 0.51644546771422017 5.5173637055850122 0.60602295280477825 0.39907311167189619 0.42403845791704953 0.51975592225790024 25.544519376840984 0.59100472496357059 0.16090517633619938 0.064708815974426126 0.16215857211500406 0.60291474088444263 0.29901465959846996 0.63659796737192664 2.6046163076898665 0.64717405289411545 0.25583186832955107 21.961628094826892
leaf_count=9 77 11 15 30 62 34 32 26 40 14 22 76 30 167 20 65 40 2 671 19 50 94 6 38 31 6 54 8 16 2868
internal_value=-1.89528e-05 0.0252038 0.00955949 0.0285769 -0.0521999 -0.000140497 -0.00144656 -0.00947411 0.000450351 0.0330597 -0.0687682 -0.0237165 -0.00467127 -0.0020981 -0.00588839 -0.0341501 -0.000861272 -0.02886 6.60813e-05 0.0337588 0.00230198 0.00275135 0.0573736 -0.00105189 0.00893941 0.0350391 0.000440874 -0.0208633 -0.0668914 0.00218978
internal_weight=64.7571 0.310557 0.256282 0.195945 0.0603368 64.4465 41.9921 8.02616 33.9659 1.31336 0.601407 0.272936 7.42475 7.03891 6.52246 1.0051 32.6525 1.04682 31.6057 1.01504 22.4544 22.2935 0.226867 30.5907 5.04615 1.23951 3.80664 1.20202 0.554847 22.0667
internal_count=4633 195 184 107 77 4438 1411 440 971 46 124 102 316 282 252 85 925 42 883 59 3027 2977 100 824 153 44 109 55 47 2877
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=8 22 22 2 7 7 0 14 4 8 2 9 8 5 2 7 9 18 9 18 3 19 14 23 21 22 9 13 12 20
split_gain=0.0201367 0.0468709 0.0638657 0.06805 0.0402072 0.0697256 0.0331953 0.0190667 0.0331135 0.0651815 0.0328405 0.0544678 0.0304862 0.0766621 0.0304321 0.0292336 0.279106 0.131005 0.252363 0.135448 0.158699 0.12332 0.116186 0.114009 0.0880391 0.0937991 0.076924 0.0767281 0.0705605 0.0690857
threshold=8.8430989333000021 -0.088039999999999993 -0.13734499999999997 67.992056490600007 22.650953015950005 22.435297587800004 88.729872137350014 144.12207640715005 156.40313730310001 8.3434888241000014 67.992056490600007 200.15236065845002 8.7431769115000026 21.990725385850002 62.357017394150006 23.109894804950002 198.14098854835004 13.328768336950002 190.64005357525002 13.256376188400003 93.636308225400015 14.451165964200003 293.09468805300008 0.09721500000000001 15.678076857950002 -0.14704500000000001 66.544071737050004 117.59047016770002 138.67909474840002 43.022303514600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -6 -1 9 -9 11 -10 15 -14 -13 16 17 19 21 22 -21 23 24 28 25 27 -24 -12 -19 -27
right_child=1 4 -4 -5 6 -7 -8 8 10 -11 12 14 13 -15 -16 -17 -18 18 -20 20 -22 -23 26 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.023510507452571168 0.018300450580892781 -0.070651593191829662 0.014915118604123949 -0.083134840990177622 -0.10168287503893636 0.084860256436960158 -0.022905943349105323 -0.0078171274054041531 -0.031834124880232843 0.029488509202009988 0.067980234622561295 0.005081833339154615 0.035167445378813653 -0.0014684131155964595 -0.021375541996962705 0.0013335021971724616 -0.10918602943139773 -0.10211553908698529 -0.078801847219071117 0.069161206983663598 -0.0010812034737559847 0.090055897974853305 0.024009528148062429 -0.10619758733821323 0.042751064455851945 -0.0013424498037321198 -0.095794954799576032 -0.10160779324456176 0.0060524763022002355 -0.032004380083308089
leaf_weight=0.33633174220086104 0.11120100211701356 0.060586605506613322 0.69780059410368267 0.16320621594059048 0.13061477179508074 0.055008078990795184 0.090590238690310798 0.82598288583528656 0.83952535015328011 1.0817214098060501 0.28124515558408347 1.636363357485948 0.87479062547208686 1.6456826737085064 0.59204347027610982 41.432101902459287 0.2476031271216933 0.064433425364428087 0.62010217014267244 0.61515509922173695 0.67412091656660778 0.13345470294643735 0.071951138306759144 0.11447295152902359 0.45669496692426115 8.6572608183270106 0.2100617101214084 0.02947458272365111 0.94156277515196507 0.80299255143336346
leaf_count=36 19 49 34 38 38 8 18 37 32 26 271 44 27 37 54 2790 10 52 40 48 17 13 37 17 47 259 117 65 241 112
internal_value=-1.85906e-05 -0.012295 -0.00115748 -0.0420291 -0.0444445 0.00335188 -0.0694213 0.000235739 0.000362816 0.0133362 -4.3304e-05 -0.0101257 0.000491179 0.0112469 -0.00194737 1.41774e-06 -0.00396329 -0.00205782 -0.0266189 0.00184321 0.0324337 -0.000812837 -0.00190949 -0.0116359 -0.000163552 -0.00216938 -0.0652287 0.0518933 -0.000875617 -0.00394505
internal_weight=64.4941 1.30901 0.972208 0.274407 0.3368 0.115595 0.221205 63.1851 62.8488 1.9077 60.9411 3.06793 57.8732 2.52047 2.22841 55.3527 13.9206 13.673 1.87403 11.799 1.28928 1.25392 10.5097 1.12047 10.2277 9.77097 0.282013 0.31072 1.006 9.46025
internal_count=4633 204 91 57 113 57 56 4429 4393 63 4330 130 4200 64 98 4136 1346 1336 363 973 65 323 908 310 754 707 154 336 293 371
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=9 16 23 8 20 2 23 19 16 6 22 6 14 2 22 6 5 3 23 9 4 23 6 16 5 9 20 6 22 2
split_gain=0.0187406 0.0333917 0.0434686 0.0213619 0.0699371 0.0789953 0.048756 0.018472 0.0811709 0.136156 0.0750193 0.168914 0.0921003 0.0850073 0.106175 0.102049 0.137831 0.0964065 0.134404 0.0450635 0.0441514 0.161979 0.0610372 0.0992399 0.0509314 0.0446077 0.0462078 0.0420826 0.0416569 0.039905
threshold=223.65407503400004 17.684958644900004 0.093955000000000025 8.8430989333000021 40.00488309970001 56.799426908350007 0.11071500000000002 14.451165964200003 22.534947303500005 16.485385178400005 -0.020814999999999997 16.515385879350003 287.24487179220006 72.043920985000014 -0.085550000000000001 16.485385178400005 21.556055031700001 93.292185584700022 0.10336500000000003 192.39832633775004 371.16724128940001 0.087125000000000022 15.945372561050002 16.234962035600002 26.055450243300005 31.257715529350005 40.722669576350008 16.575387281250006 -0.033594999999999993 323.30468295165002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 20 9 -9 13 12 -12 -10 15 16 -15 -16 -19 -17 -1 22 23 25 -24 -22 -27 -26 -25 -28
right_child=1 -3 -4 4 5 6 -8 8 10 -11 11 -13 -14 14 17 19 -18 18 -20 -21 21 -23 24 28 27 26 29 -29 -30 -31
leaf_value=-0.00018996200106877228 -0.10034550245437993 0.046492286110272479 0.042363395928748285 0.0012850782414720349 0.051713755160010394 -0.10469591050519261 -0.0085812151356193401 -0.054578247570448338 0.050638337014479284 0.011574669664139718 0.097385940789747771 -0.0050633471106602424 0.020837005634421289 -0.027436565224398586 0.0002392608991519029 0.02330318735193939 0.077485424040846823 -0.076679796672141531 -0.0058885213789317391 -0.004739336342659637 -0.10012158834630047 -0.079458797674935938 0.08377526164454438 -0.095204382474729232 -0.10046152256200198 -0.058815807309720997 0.066269189122582325 0.08427180661557572 0.016141884137467238 -0.0054798998058816755
leaf_weight=52.031824413845172 0.041897995602254379 0.21044468552645412 0.043507897075642177 0.86342905462515662 0.058128795586526394 0.18506670380065771 0.073833335534800426 0.58909135777503141 0.36372437165118654 0.6593742286786437 0.38309558534819987 0.69031373955658637 0.26652207579263631 0.17005877685732995 2.4154063427122332 0.88757533271564204 0.47466731497206638 0.46042814310931113 0.64237122860504314 1.6171018020613699 0.030692932433096898 0.32739519055468236 0.14224484402075177 0.15159923013357002 0.03295778146275552 0.056071770499215745 0.20666865033126669 0.019703653495071194 0.043167039955733344 0.12404168705415941
leaf_count=3070 100 65 30 62 12 67 27 38 35 17 17 23 30 17 69 31 63 32 18 32 145 157 32 107 44 54 94 23 25 97
internal_value=-2.03216e-05 0.0250901 -0.027646 -0.000136459 -0.013464 -0.0536331 -0.0772858 0.000114115 0.00414651 -0.0196397 0.00769392 0.0293794 0.0659798 0.00356141 0.000993321 0.0143308 0.0498103 -0.010946 -0.0354445 0.00519801 -0.000615491 -0.0201309 0.00393367 -0.0115821 0.0526718 0.0159173 0.0251256 -0.0313422 -0.0705261 0.0393578
internal_weight=64.2624 0.295851 0.0854059 63.9666 1.18046 0.317029 0.2589 62.7861 9.61973 1.24847 8.37126 1.33993 0.649618 7.03133 6.66761 3.1494 0.644726 3.51821 1.1028 2.50468 53.1664 1.13454 0.807148 0.612241 0.194906 0.417475 0.386782 0.0526614 0.194766 0.33071
internal_count=4633 195 130 4438 168 106 94 4270 422 55 367 70 47 297 262 143 80 119 50 63 3848 778 621 522 99 390 245 67 132 191
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=13 23 18 7 10 17 18 16 10 7 17 22 21 22 22 20 17 20 9 20 7 3 6 10 23 20 17 17 22 21
split_gain=0.0175634 0.0493652 0.0355777 0.0323978 0.0343652 0.0318157 0.0316046 0.047268 0.046109 0.0308292 0.0266694 0.0257327 0.0253807 0.151331 0.114634 0.0281614 0.0657781 0.0637582 0.0325394 0.0253441 0.130474 0.0499611 0.0856688 0.0943827 0.0617718 0.0406251 0.179165 0.274256 0.0832301 0.0304055
threshold=95.937628385050019 0.079745000000000024 14.693728290050002 21.350715310200005 82.299080289250014 218.22336811130003 16.161386252450004 10.424975621900002 90.679004281900021 24.573979631000004 238.05090660085003 0.45465500000000009 18.476280862950002 -0.011849999999999999 -0.21563499999999999 47.309807198350008 193.44542285585001 49.292797572200008 63.05903418350001 44.131787411600008 23.032419884600003 93.794927255050013 14.055328400500002 74.257902021100008 0.083070000000000019 43.477771593600004 188.27285108100003 194.56623159050002 -0.13734499999999997 15.833449912500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 11 -3 -6 8 -8 -9 -10 -5 15 14 -14 19 17 18 -17 25 21 22 23 -21 -23 29 28 -28 -27 -2
right_child=12 5 3 4 6 -7 7 9 10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.079346477496310908 -0.00047533178695990995 -0.10052352668018472 0.091450371852900725 -0.10060223056076696 0.072781824755404248 0.0055207376007500681 0.066676801696242835 0.062798220534940649 -0.10025927501025292 -0.10026737135676261 0.083249288620231537 0.041018937420620752 0.026143474022306698 0.077708333682647318 -0.10371386170653173 -0.015144986980953604 0.093820927570431534 -0.080277616945827912 0.056567538467616779 -0.10060397021217432 -0.093707110285083939 -0.084060773386800319 0.10086452975409653 0.084836015824597377 0.00015447723911612553 0.062233375536689076 0.080136185499571383 0.0014644429402158898 -0.10145222424128364 0.016099156361398081
leaf_weight=0.051594976702280415 57.817285310406874 0.097409906962818482 0.042479580377403181 0.050855886856652432 0.069698285917638714 0.03987324573787987 0.099506521362400235 0.014344844195875339 0.033274193740197688 0.060462883809691448 0.010393213995484984 0.017158969967567828 0.10200243996223435 0.10713299768940387 0.20380943919917627 0.10887894412735377 0.10678647133772756 0.07119890673197915 0.15105817239964381 0.064411163830299101 0.1764634003629908 0.10446167699547004 0.11637932062149048 0.047825472998738405 0.52399675940978341 0.037395747479422758 0.58290612746350268 1.8477524176769291 0.18347127264996654 1.1284065624367929
leaf_count=68 2544 470 11 74 49 118 44 10 199 150 12 8 39 16 42 27 31 70 44 51 98 66 5 26 67 28 28 54 136 48
internal_value=-1.82592e-05 -0.0172357 -0.00121479 0.00890942 -0.000948202 -0.0697235 0.0141654 -0.00457683 0.0290832 -0.0689985 -0.0565827 -0.0648737 0.00014096 -0.02457 -0.0604004 0.000302756 0.0255734 0.00356452 0.0265296 0.000126061 -0.0154036 0.000718334 0.0407489 -0.0215856 -0.0138437 0.000386633 0.0124953 0.020331 -0.0737381 -0.000158044
internal_weight=64.0687 0.587053 0.449769 0.398174 0.355695 0.137283 0.28768 0.217982 0.143174 0.0748077 0.0436674 0.0680149 63.4816 0.412945 0.305812 63.0687 0.437922 0.331136 0.259937 62.6308 1.03354 0.857074 0.228616 0.112237 0.628458 61.5972 2.65153 2.43066 0.220867 58.9457
internal_count=4633 1213 625 557 546 588 464 415 255 160 211 82 3420 97 81 3323 172 141 71 3151 313 215 82 77 133 2838 246 82 164 2592
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=5 0 13 5 22 17 9 3 5 7 3 10 20 20 16 3 22 21 22 21 13 21 21 3 15 13 9 7 10 7
split_gain=0.0172932 0.188554 0.138274 0.106015 0.225315 0.217765 0.124242 0.108913 0.167041 0.156801 0.0816524 0.0766598 0.0722044 0.259318 0.182693 0.155559 0.134441 0.175909 0.102006 0.142404 0.100862 0.0908908 0.0750832 0.136823 0.0793201 0.0788726 0.107757 0.0708603 0.0700844 0.0751757
threshold=20.769304081650002 90.767723400200012 113.98793627290001 21.191508333600002 -0.094409999999999994 194.19264200700002 194.82237869650001 90.730084986350008 22.744024947450004 23.131311951800004 93.394346993650018 71.658163008950012 42.206017975500011 42.844429421150004 22.694946929300002 92.738363209800013 -0.020814999999999997 13.917356790500003 -0.077085000000000001 2.0523604381000005 117.73026999045001 15.833449912500003 11.007427546000001 93.82450029455002 26.384523135650003 117.55820867010002 66.544071737050004 22.343045670750005 61.987779113750001 22.812602664350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 11 4 -2 -6 -7 8 9 -5 -1 -3 21 14 16 -15 -14 -18 19 -17 -20 28 25 -24 -25 26 -21 -12 -9 -30
right_child=1 2 -4 7 5 6 -8 12 -10 -11 27 -13 13 15 -16 18 17 -19 20 22 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00096228183428547257 0.0024623449886585973 -0.10954530458978323 0.073547599502925401 -0.0088898458192359277 -0.092144809466740793 0.010473365055421643 -0.060511106432577233 -0.006545225058479761 -0.037095905745216033 0.096436384581009171 0.0012121987851793161 0.010272494103639403 -0.086577207029481296 0.071738382706306489 0.039497550585101918 0.086967356770228654 -0.1013843206234363 0.10050022291098769 -0.10327603056572726 0.061058200956090818 0.054923781500297336 0.031754150274925473 0.085503859108440827 0.041405794987758621 -0.10137035450163795 -0.0038526763277364692 -0.084740782552010438 0.074896102674914117 0.025791455672870462 0.002974614637473894
leaf_weight=31.789521675597136 2.7217219741723966 0.31430050496783124 0.060563751962035894 0.20903082789300498 0.60456703742966666 0.64368091570213415 0.39966746768914163 6.9233482174615899 0.22889208077685907 0.43649104260839522 0.24335223105936066 0.064326762687414885 0.79736673357911059 0.29479378202813666 0.18398627311216842 0.18085086205974255 0.078017520762840631 0.096600087950719171 0.1802304161690248 0.063015405365150268 0.051907859917264432 1.0493939910156758 0.23415685165673483 0.072457185161056259 0.084044462564634159 2.6700587287668895 0.25920879625164162 0.28147319203708321 1.661763570865445 11.019125621169222
leaf_count=2765 47 110 7 19 26 63 24 479 26 39 22 26 103 24 19 13 37 10 101 18 12 32 12 39 42 76 137 33 122 150
internal_value=-1.82393e-05 -0.00168227 -0.0667478 -0.000764733 -0.0152069 -0.0443897 -0.0167181 0.00159223 0.0363036 0.06233 0.00160816 -0.0891889 0.000420349 -0.0100554 -0.0518769 0.00176269 -0.0691731 0.0103001 -0.00367166 0.000512136 -0.0679014 0.00308153 -0.00410973 0.0371215 -0.0352678 -0.00949269 -0.0562278 0.0407302 0.00154671 0.00596464
internal_weight=63.8979 31.5836 0.439191 31.1444 4.36964 1.64792 1.04335 26.7747 0.874414 0.645522 32.3143 0.378627 25.9003 5.24669 1.15597 4.09072 0.971984 0.174618 3.79593 3.56379 0.232138 20.6536 3.38294 0.390658 0.156502 2.99228 0.322224 0.524825 19.6042 12.6809
internal_count=4633 1813 143 1670 160 113 87 1510 84 58 2820 136 1426 643 169 474 150 47 450 337 113 783 324 93 81 231 155 55 751 272
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=6 15 21 6 18 10 16 15 17 10 20 16 9 10 0 22 22 13 4 6 3 23 22 23 9 0 16 7 17 15
split_gain=0.0163265 0.0492721 0.0304228 0.0246767 0.0225703 0.040076 0.0283209 0.084045 0.0196653 0.0223377 0.0281 0.0195116 0.0781161 0.0219925 0.0600508 0.176947 0.0970812 0.0309575 0.17162 0.197322 0.0811703 0.0760786 0.085425 0.0687094 0.0680976 0.0333178 0.0560199 0.0603865 0.168358 0.044468
threshold=5.0851188130000002 17.480288512750004 8.8671606832000016 1.8500432259500001 17.108018746400003 87.143681840350013 17.684958644900004 21.761438576950002 220.65822113860003 80.538140213850014 40.767054867700004 12.604970524100002 57.312778687900007 80.909147435850016 100.01333091085002 0.063030000000000017 -0.15734499999999998 104.19926021995002 267.06082587310004 13.665319288000001 81.075831839950027 0.093955000000000025 -0.101255 0.085345000000000018 201.65416293750005 96.978061681550017 18.764956119400004 24.277136467000002 185.88129754265003 28.579157549250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 11 6 7 8 9 -6 -11 12 -2 14 17 16 -16 18 21 20 -20 22 23 -13 -23 29 27 -27 -29 -19
right_child=4 -3 3 -5 5 -7 -8 -9 -10 10 -12 13 -14 -15 15 -17 -18 25 19 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10018175987551795 0.0325993398093926 -0.088088741350911395 -0.10033788031689771 0.031268920842115737 0.098076902222307014 -0.076230308359048676 0.1002935070821398 -0.1005374349772904 -0.0027803967593893917 0.070773724880421288 -0.021379926320690881 -0.0077986815698610577 -0.08136163847354673 0.0085603974255127526 0.016781497448755508 0.00068083102789310245 -0.10177348688327972 0.0084482821483138956 -0.10135739451358437 0.095952928072223442 0.024572609089616892 0.0052128786864352426 -0.0048031545120348898 0.07824581669091113 -0.083133507104663287 -0.0061098819975813796 0.0039593806714909646 -0.0067597749208228239 -0.10139765354062975 -0.00081817823956099097
leaf_weight=0.024596361929232979 0.11233173081427494 0.084148720553898215 0.015722805445733457 0.15181268043426144 0.082391609088516726 0.037245930846268038 0.053003043460194021 0.048260919786116574 0.073593379605881637 0.078805583009852853 0.057037718812352978 0.14669091272730916 0.12948033489740851 2.8886354384367214 0.088023853433696675 1.1131810227379899 0.32079019496450112 5.8388031864661221 0.079530128445185144 0.42214761460036243 0.14361018548879656 0.15353352998499747 1.6850911168039595 0.25263611576701805 0.20208659494528547 1.0746049685403698 1.5798887054552322 0.49932876043021668 0.30146511129714781 45.806123802342199
leaf_count=320 78 274 69 146 9 265 17 48 36 24 28 44 272 87 26 31 88 733 33 45 39 20 45 13 27 8 12 4 71 1721
internal_value=-2.05425e-05 -0.0242769 0.00367101 0.0189179 8.53804e-05 0.0229089 0.0323024 0.021706 0.0419219 0.0569965 0.0320804 -7.09235e-05 -0.028422 3.85983e-05 -0.000373684 -0.0199822 -0.0762468 0.000139229 0.00988692 0.0557491 -0.0203105 -0.0022417 0.00505176 0.0466378 -0.0449913 -0.000406591 -0.00991337 -0.0216002 -0.0423869 0.000229457
internal_weight=63.5446 0.276281 0.192132 0.167535 63.2683 0.430338 0.393092 0.340089 0.291828 0.218235 0.135843 62.838 0.241812 62.5962 59.7075 1.522 0.408814 58.1855 3.08533 0.645288 0.22314 2.44004 2.08442 0.399327 0.35562 55.1002 3.45529 1.8754 0.800794 51.6449
internal_count=4633 809 535 215 3824 427 162 145 97 61 52 3397 350 3047 2960 145 114 2815 266 117 72 149 102 57 47 2549 95 83 75 2454
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=20 20 9 19 5 21 17 15 5 2 6 20 20 8 19 3 23 0 20 9 9 16 7 9 10 3 21 8 22 22
split_gain=0.01534 0.119902 0.184883 0.0585813 0.189756 0.0622145 0.125997 0.150091 0.0671583 0.0564217 0.0548089 0.074538 0.0453131 0.0425603 0.120385 0.0584272 0.053339 0.0518913 0.043929 0.0429233 0.0566699 0.060603 0.120867 0.0417941 0.0396547 0.101008 0.0422381 0.0395393 0.0565199 0.0389073
threshold=38.474425342400004 38.751720283100006 201.81004550795004 14.351157895250003 22.744024947450004 3.3335862513000003 196.81899330385002 36.136500007950012 17.886193876600004 103.92649527695001 16.695390085100005 39.032633164100012 39.476991512000005 8.1436447804000007 13.751109481500002 84.643415779050017 -0.49124499999999999 95.117648655250022 34.424709467050008 197.20558004415003 200.52256857420005 19.134955254150004 23.989000783400005 194.82237869650001 61.821094709650005 94.383699585650007 3.9632429946000003 9.3427090425500019 -0.016679999999999997 0.11061500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 9 13 8 -8 -7 -5 11 -3 -12 14 15 17 -17 -1 -19 -15 -21 22 -22 -10 25 -13 -27 29 -29 -14
right_child=1 10 -4 4 -6 6 7 -9 23 -11 12 24 27 19 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.10142745528715323 -0.10956055804589651 0.027816001112875362 0.024763681530659429 0.095571196434608235 0.0010045373309628036 0.014072615489833719 -0.10420661690026134 0.058581448947168172 0.0017496690905293957 0.02955218227314127 -0.10127915738383514 -0.10619593222942605 -0.084843292620358626 -0.02046504010490361 0.074415614843227978 0.086594005061569113 -0.091899098584330319 0.07876608174649441 0.0019755685213193558 0.027932087496154175 -0.00096669816446834215 0.0086714101870385921 -0.089229742978598064 -0.10208904179355056 -0.00024493142354385552 0.077136913282941894 -0.020099948566920919 0.055983265391824077 -0.085902459888934302 0.050339312969343845
leaf_weight=0.060138507746163472 0.24661572079150929 0.94831139166649236 0.1753069550153441 0.32683122646994922 1.6153762875474056 0.65430379753007606 0.28274206637098587 0.070826106806634925 0.06693546987753507 0.21435334568377584 0.088212417089379325 0.12486962001366819 0.10721872335034277 0.97926863885368254 0.29690468822082028 0.020101004246043885 0.10018028523336386 0.079145798225654818 1.2681617132978997 0.72314697933325112 0.51667542970972125 1.2482198495054033 0.22173067232506583 0.092087252472992986 52.430711491243983 0.060626617938396521 0.16976116939486019 0.10404765393104753 0.038450345118008045 0.026565943982859608
leaf_count=2 32 57 21 31 28 65 96 11 27 18 18 13 210 37 48 27 149 170 164 14 12 22 69 19 3065 16 106 43 33 10
internal_value=-2.1186e-05 -0.000647639 -0.0537494 0.00384371 0.0181738 -0.000782204 -0.0217592 -0.0715972 -9.37123e-05 0.0694223 -0.000233491 2.86598e-05 -0.0388801 0.0036573 0.0161499 0.00482625 -0.0620699 0.0105432 0.00648653 -0.00252163 0.00396284 -0.00476215 -0.0274706 -0.0583815 -0.000470546 -0.0337679 0.00548796 -0.0189571 0.0176981 -0.0579998
internal_weight=63.3578 54.5207 0.421923 8.83713 2.15656 6.68057 1.16689 0.353568 0.813327 0.541185 54.0988 53.7343 0.364495 5.51367 1.82463 1.52773 0.120281 1.40745 1.34731 3.68904 2.70977 1.98663 0.738406 0.159023 52.786 0.355257 0.230388 0.276283 0.142498 0.133785
internal_count=4633 3624 53 1009 77 932 218 107 111 49 3571 3257 314 714 560 512 176 336 334 154 117 103 81 46 3200 135 122 296 76 220
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=8 22 23 20 23 9 7 17 17 9 7 23 23 15 15 6 18 7 18 16 19 21 15 6 7 16 22 6 5 5
split_gain=0.0159414 0.0426511 0.0688852 0.0773134 0.0634066 0.0304534 0.0167386 0.167939 0.156378 0.144451 0.100664 0.0995726 0.149414 0.0980608 0.113931 0.0802635 0.0724079 0.0592247 0.162529 0.255798 0.199723 0.259892 0.177208 0.0738931 0.0732708 0.0625109 0.182016 0.118546 0.0581819 0.0930973
threshold=8.8430989333000021 -0.0098449999999999979 0.10249000000000003 39.955516828000007 0.094595000000000026 214.65309737590005 22.721067571950005 188.27285108100003 190.19286262750003 185.98753508445003 22.626138143200006 0.13026500000000005 0.10876000000000002 36.270131511550012 32.548041893900006 16.435384010100005 13.913874241250001 23.109894804950002 13.317304170000002 22.554947256700004 14.351157895250003 11.007427546000001 40.856592954650004 16.525386113000007 22.929105819350003 22.654947022900004 -0.06828999999999999 16.435384010100005 20.093158056800004 19.426367441400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -4 7 10 9 15 11 12 28 14 16 -9 -10 18 20 24 21 -8 -22 -24 -20 -19 -27 -28 29 -1
right_child=1 4 5 -5 -6 -7 17 8 13 -11 -12 -13 -14 -15 -16 -17 -18 25 19 -21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0046356346466105243 0.064699940515350607 -0.10136013545909375 -0.10260275816109826 -0.0077264089621191289 0.028884954528529096 -0.020079903208059333 -0.089732545153175247 -0.065446038296747375 -0.10384456935763253 0.097258891000092884 0.054088574315288344 0.07561699994422616 -0.097948009468538932 -0.030324657819810759 0.10051239494013536 0.052903672219728276 0.037231565516549762 -0.00014399229389944557 -0.027584752968484845 -0.097320704588734569 0.042226283813847035 0.003359784833450711 -0.022230044985976576 0.013631442773275266 0.030659987322118689 0.0014206518286989959 0.09870171477298377 0.0058622487915708094 -0.0069634856548107596 0.087825856413309811
leaf_weight=0.69157322953804889 0.18679081647132967 0.112394272880464 0.087592244973166089 0.69869422435294837 0.056001279861902731 0.09136102782576927 0.51159129377629031 0.10001134255185185 0.060584578380712628 0.50915849192460882 0.30948667109805672 0.15331569081172336 0.17185929701827252 0.40820366129628383 0.16751834092792706 0.13419276566310145 0.091068486420226691 43.917282198125775 0.69195367865177082 0.49321245033752337 1.2275162781588735 0.72471536901502986 1.1839921791179224 1.1163039021193979 0.31398799718954251 1.9986964671552416 0.37407158614951086 0.21751076774671674 6.18122018979318 0.16700716947343608
leaf_count=113 34 42 24 63 24 17 34 31 16 46 24 7 22 40 27 18 41 2882 32 38 27 15 36 6 30 60 40 16 806 22
internal_value=-2.27427e-05 -0.0112825 -0.00388446 0.00755175 -0.0580461 -0.0604724 0.000201455 0.00415111 0.0351065 0.0673617 -0.0017812 -0.00412892 -0.00582427 0.00214233 0.0436659 0.00236522 -0.0191276 -0.00048302 -0.00961186 -0.0383285 -0.00057543 -0.0351624 0.0115454 -0.00482693 -0.00940462 0.00074638 0.0158423 0.0645669 -0.0035753 0.0208174
internal_weight=63.1489 1.23283 1.06444 0.885485 0.168396 0.178953 61.916 9.1452 1.47074 0.743363 7.67446 7.36498 7.21166 0.727375 0.319171 0.234204 0.151653 52.7708 6.26327 1.49915 4.76412 1.23631 3.52781 2.3003 1.00594 46.5076 2.59028 0.591582 7.0398 0.85858
internal_count=4633 204 138 97 66 41 4429 1213 219 95 994 970 963 124 84 49 57 3216 218 100 118 49 69 42 62 2998 116 56 941 135
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=9 22 0 20 8 20 2 23 18 16 10 8 20 15 17 16 2 12 7 17 22 21 18 21 21 22 22 0 22 20
split_gain=0.0165805 0.0311283 0.0385926 0.0366422 0.017008 0.0571195 0.0690342 0.0442105 0.0189306 0.161851 0.125521 0.220769 0.126662 0.0884561 0.0924812 0.0601731 0.0982251 0.181742 0.125921 0.251532 0.0647451 0.0690432 0.147618 0.148631 0.131601 0.503037 0.0794373 0.156283 0.264701 0.0746586
threshold=223.65407503400004 -0.0098449999999999979 94.354126546200021 41.741384785950011 8.8430989333000021 40.00488309970001 56.799426908350007 0.11071500000000002 13.781134552700001 22.654947022900004 62.165217350350012 8.4434108459500017 41.489621506400006 40.957632625650007 203.65799419860002 22.564947233300003 103.92649527695001 91.208648993800026 23.727132803250004 195.44378352670003 0.063030000000000017 4.6633733285000014 13.405741979600002 1.8675847688500002 5.4349223666500004 -0.080234999999999987 -0.059424999999999999 86.345209775600011 -0.017745 41.16018805045001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 8 -6 -7 -8 15 10 11 12 -10 -12 -15 16 17 -1 19 -18 21 22 -17 -24 25 -23 29 28 -28 -26
right_child=1 -3 3 -5 5 6 7 -9 9 -11 13 -13 -14 14 -16 20 18 -19 -20 -21 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0038028541929409571 0.080292628528741986 -0.062335726679775987 0.028598734725511384 -0.10043812400059965 0.00073294196913349793 0.051007851408880291 -0.10428648379626426 -0.007947773322411103 -0.017810700493790802 0.070929602433308259 -0.00020215863613459668 -0.002066858720787729 -0.10982981044980651 -0.10337575022506723 0.0064789028797861128 -0.0058611544733341509 0.001546194692092537 0.076859431502980288 0.030648223413667176 -0.105644084227539 0.024825033760947225 -0.025779512700342361 0.0092288953116635049 -0.096876367670970048 -0.008466999404121503 0.098326522977092393 -0.079447209339255587 -0.0010684700165611075 0.0061052217380905332 0.008679732542360135
leaf_weight=0.84192650208666353 0.1120807264233008 0.035892732053524834 0.098420460418935818 0.028344423832322718 0.83722824579308397 0.053300984087400138 0.15913503809406393 0.067985049629896821 0.23924037857796321 0.30300892249215294 26.423989780041765 1.1548319825669748 0.39916453055411694 0.17036706386352207 0.13928528159158304 4.6322755469264001 4.4823308568730909 0.57176519438479545 1.3809512667357919 0.2301597706391475 0.96330975997261603 0.70484867770574056 0.20396704351878714 0.37426291889278218 3.6381781296222568 0.60859871993307268 0.76792577312517074 4.1785182552412152 0.68358338672714236 8.4073613490199914
leaf_count=53 26 35 72 62 62 12 67 27 24 51 2531 30 46 31 25 118 727 157 10 15 34 26 25 38 50 34 40 27 22 156
internal_value=-1.75906e-05 0.0244949 0.0375435 -0.000253699 -0.000125141 -0.0123505 -0.0514127 -0.0754489 9.70335e-05 -0.00177063 -0.00254284 -0.0281547 -0.0753459 -0.00082485 -0.0539618 0.00174517 0.0096024 0.0333505 0.0040928 -0.00368902 -0.000598976 -0.00161103 -0.0118079 -0.0594484 0.00118696 0.0317262 -0.00108237 -0.0108882 -0.0391566 0.00350081
internal_weight=62.8922 0.274738 0.238846 0.126765 62.6175 1.11765 0.280421 0.22712 61.4999 28.8299 28.5269 1.79324 0.638405 26.7336 0.309652 32.67 7.50713 1.41369 6.09344 4.71249 25.1628 24.1995 5.21051 0.57823 18.989 1.31345 17.6756 5.63003 1.45151 12.0455
internal_count=4633 195 160 134 4438 168 106 94 4270 2738 2687 100 70 2587 56 1532 962 210 752 742 570 536 181 63 355 60 295 89 62 206
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=18 10 2 5 6 19 18 5 22 3 10 19 23 12 5 23 10 9 22 15 21 16 9 5 5 17 3 20 17 3
split_gain=0.0143442 0.0421034 0.0443527 0.0318203 0.0352736 0.0348252 0.0340443 0.0198684 0.0455573 0.0462684 0.0317442 0.0381696 0.0286713 0.0292982 0.0197402 0.0658775 0.0282409 0.0182919 0.0779022 0.146993 0.0924489 0.111112 0.0559767 0.0639646 0.156989 0.0492166 0.0420794 0.0415324 0.122004 0.0403971
threshold=17.327266398450003 83.75622459600001 263.5517324101001 11.452575093200002 3.6650856341500009 12.651020723000002 17.370891598500005 11.783123780850001 -0.15734499999999998 73.029276655500027 85.549426169000014 12.651020723000002 -0.222165 216.20511703005005 13.252098438300001 0.091885000000000022 80.909147435850016 186.70853236170004 -0.017745 37.491361913600009 12.315862460400002 16.094962363000004 185.98753508445003 18.057701168700003 19.688300142250004 190.4716172434 80.785478361850011 42.243697547450004 185.54770736950005 93.883646373400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 6 -6 -3 8 10 12 11 -1 -10 -14 15 16 -9 18 22 20 21 -20 23 26 -25 27 -16 -26 -29 -19
right_child=1 3 -4 -5 5 -7 -8 14 9 -11 -12 -13 13 -15 17 -17 -18 29 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.10061593830710645 0.072242331909279478 0.089861802201770397 -0.034729569608657515 -0.10037889089441661 0.069621275889030929 -0.10029114777410174 -0.10027049820198815 0.019261871167044475 -0.10063712309566289 -0.10044564911427678 0.0823293292919655 0.034212512027915941 -0.10020683039084073 0.080177516092558104 -0.0016300385374747742 -0.0043884519420915678 0.081621084541366712 -0.00040753419556595452 -0.093703131522678063 0.096376854904582573 -0.10526169030038524 0.071929625978334813 0.027038446196756445 0.085376306462140797 0.0012089088241196621 0.049136076705891318 -0.10267708894004493 -0.0050630738263847189 -0.074142490738980465 -0.017838960489695035
leaf_weight=0.034155737877597403 0.17141761185484661 0.012041095416407188 0.050084515523849404 0.036477936581377435 0.075879903687663841 0.014342720833155909 0.043220804511628685 0.13205604721588216 0.019487672640593701 0.10629885745299816 0.049356830020997222 0.054500566377100768 0.011488510332731461 0.04163856170137592 0.068939399863665929 0.5922067856739659 0.16136541993182618 52.69944363578179 0.056122940886210837 0.25383078999584541 0.073377593639634142 0.14550777824842953 0.75952380138915021 0.20721006478288462 3.3877832808177573 0.17262869513842805 0.10246558100311631 1.3613692716266994 0.31478472141452574 1.3638942183606548
leaf_count=76 44 13 43 65 271 30 308 36 33 290 49 23 73 24 13 39 27 1869 54 20 32 120 35 41 324 30 32 294 49 276
internal_value=-1.90021e-05 0.0187755 0.0480546 -0.0168658 0.00407377 0.0426102 -0.0588423 -0.000140974 -0.0251152 -0.0584147 0.0180527 -0.0177315 0.00311322 0.0411701 -1.30081e-05 0.0148094 0.053556 -0.000228324 0.00461895 0.0415003 -0.00915036 0.0258265 0.00155931 -0.00188707 6.79886e-06 -0.00337126 -0.0620358 -0.00516122 -0.0180363 -0.000847289
internal_weight=62.5729 0.403465 0.221502 0.181962 0.145485 0.0902226 0.0552619 62.1694 0.316927 0.178914 0.138013 0.0886563 0.0726147 0.0531271 61.8525 0.885628 0.293421 60.9669 6.90354 0.528839 0.275008 0.201631 6.3747 5.61518 5.44378 5.23657 0.171405 5.06394 1.67615 54.0633
internal_count=4633 774 87 687 622 301 321 3859 568 420 148 99 130 97 3291 102 63 3189 1044 226 206 174 818 783 738 697 45 667 343 2145
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=9 15 20 20 20 15 9 9 22 18 16 8 20 12 17 17 0 16 10 7 17 0 8 10 10 20 0 20 18 3
split_gain=0.0137501 0.0294989 0.0242454 0.0254282 0.0205292 0.0189555 0.0156255 0.0226485 0.120983 0.0270877 0.0441629 0.0222086 0.0678694 0.0661224 0.0223225 0.117804 0.0975696 0.09069 0.140309 0.0691209 0.0685472 0.0441314 0.0537032 0.0388321 0.172052 0.0911132 0.0672116 0.090838 0.0347849 0.159784
threshold=223.65407503400004 43.153128509050006 41.741384785950011 40.767054867700004 43.276780833950006 29.712811603950005 219.87257840710004 215.63980588275004 -0.083004999999999982 15.125532671900002 15.484963789400002 8.8430989333000021 40.040404835300002 82.846568806150017 201.39543491635001 202.02515103195003 88.122280599850015 18.684956306450005 75.981203682750007 23.913271136350005 204.73764675200002 98.51854819030001 7.7439566930000003 61.998532946250002 66.859265246100009 42.670715716450012 89.057864029250013 41.319407281650008 15.329371696850002 81.80440399325002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -4 -2 7 11 9 -9 -11 14 -13 -14 28 16 -16 18 -17 -19 -20 -22 -23 -21 25 26 27 -25 -1 -30
right_child=1 -3 4 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 15 17 -18 19 20 23 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=7.4493631650535946e-05 -0.046928279117114925 0.098932204907748914 -0.10050870882576131 0.079164195377409763 0.032318761694579902 0.036563423893040035 -0.01149810139622367 0.08837838380178091 -0.0026255153105307905 0.080880457220551108 -0.030342262022130542 -0.0024621871955994817 0.042850840580087368 -0.10418958490172035 -0.11261334974403817 -0.087679434169319184 -0.0095337849024348803 -0.023889763810925172 -0.079358662353713624 -0.017171536782184787 0.073702297755614612 0.0030850631232181265 -0.088090336990606644 0.095860494067173493 0.001845473970598685 -0.0064773535791221738 0.099377851045997126 -0.049304134199120261 0.0037165615078383462 0.076295341864684951
leaf_weight=46.242065674562866 0.050862178997248431 0.042664904292905703 0.032342607391228739 0.059020269536631531 0.018174361606725142 0.058431778277736157 1.1824710313096591 0.19886898651020612 1.2416583254657767 0.0804095410978789 0.064206566170469159 0.75277405213273496 0.039368532961816527 0.13703779753541312 0.18027670098308135 0.2920149008473325 0.18715929276697807 0.87427543837111432 0.11896408378164836 0.63244906888576213 0.077424251091542828 0.67832594421416914 0.071401954646717058 0.086665082839317509 4.5415179681076552 0.18338945199502632 0.36609777132980525 0.085766800330020487 3.5293958055540453 0.33184987461208937
leaf_count=2429 62 11 63 30 14 15 90 21 71 20 29 44 13 63 8 93 37 31 97 27 22 261 38 12 82 28 31 31 826 34
internal_value=-1.6377e-05 0.0228664 0.00803607 0.0262716 -0.0527217 -0.00229115 -0.000112616 0.000108113 0.011905 0.0644311 0.0314999 -0.000206654 -0.0155453 -0.0713746 3.70638e-05 -0.00474145 -0.0601082 -0.00220112 -0.0270854 0.00234974 -0.00838336 0.00182458 -0.00559822 0.00624068 0.00905387 0.0544012 0.0751326 0.0236563 0.000835884 0.00995425
internal_weight=62.4373 0.261496 0.218831 0.168314 0.050517 0.109294 62.1758 60.9934 1.58514 0.343485 0.144616 59.4082 0.92918 0.176406 58.479 8.37573 0.367436 8.00829 1.23813 6.77016 0.946116 0.827152 0.749728 5.89589 5.26344 0.721919 0.53853 0.172432 50.1033 3.86125
internal_count=4633 195 184 107 77 77 4438 4348 141 70 49 4207 120 76 4087 798 45 753 511 242 418 321 299 211 184 102 74 43 3289 860
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=13 23 18 17 7 10 18 16 8 22 22 19 5 7 19 18 23 5 22 16 9 22 20 6 16 17 7 9 21 23
split_gain=0.013932 0.0385444 0.0302897 0.0295824 0.0275336 0.0265977 0.024406 0.0370128 0.0344581 0.0322969 0.0206581 0.0189226 0.017309 0.0467423 0.0681347 0.050976 0.0365567 0.0340395 0.0275995 0.0176014 0.0173549 0.0759638 0.0829795 0.124777 0.116585 0.0632162 0.162451 0.0738876 0.0368534 0.0616698
threshold=95.937628385050019 0.079745000000000024 14.693728290050002 218.22336811130003 21.350715310200005 82.299080289250014 16.161386252450004 12.604970524100002 0.94925920755000015 -0.022394999999999998 0.45465500000000009 12.651020723000002 13.252098438300001 25.487785026200005 12.250988447150002 17.142803710550002 0.086955000000000018 13.153721664750002 -0.16533 16.564961263900003 186.70853236170004 -0.045684999999999996 41.808689985400001 16.445384243750002 20.629951758200004 190.37043331840002 24.040556609400003 185.98753508445003 15.294585115650001 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 10 -7 8 -8 -10 -6 -5 13 16 -15 -16 17 18 -2 -17 21 25 24 -24 -23 27 -27 28 -14 -30
right_child=12 3 4 11 5 6 7 -9 9 -11 -12 -13 20 14 15 19 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.077508994041631474 0.030980456342114618 -0.1004515825025759 0.090915010307465752 0.057528963891601087 -0.10047015436108629 0.069295200304393303 -0.10024513642117061 -0.10018886978327719 0.061970723822134303 -0.064264976013715697 0.035972783727043711 -0.10030162453613289 -0.0028107439342699458 0.08436248197081242 -0.10058009206709313 -0.0084105639106040932 0.0083222982456776888 0.10021681752319769 -0.10060203685437681 0.078931592880390852 -0.00069623178811353251 -0.04303174694564775 0.060862777090264469 -0.089247185736121615 0.10008896504552839 0.088592102672676129 -0.0053088527339263522 0.06374298103285421 0.0040747679445426047 -0.10184325863259479
leaf_weight=0.045775266903320566 0.020017970380649786 0.080896801443129718 0.036728877250425285 0.024655933257307083 0.040500000158431249 0.059209325004530911 0.021517080000990063 0.033138056301027063 0.10104527863819612 0.025352475298973332 0.015284242559573613 0.010978668620964527 4.9389225085494672 0.1840689441678478 0.042025995090625656 0.049646244340692647 0.63355349169501096 0.01269253995269537 0.078261004210843366 0.043106123906909488 54.02279163161802 0.071850143021719215 0.12090389500326637 0.10217078960897652 0.2738435958744958 0.28303438198417996 0.52781714440789074 0.16319467779248942 0.11982768292045864 0.10156270320294425
leaf_count=68 12 470 11 100 74 49 86 100 164 65 8 18 579 25 41 14 28 2 157 30 2166 73 37 110 20 51 7 10 40 18
internal_value=-1.31361e-05 -0.0167215 -0.00124043 -0.0670116 0.00925077 -0.000880864 0.013562 -0.00466424 0.0167366 0.0366508 -0.0630864 0.00890292 0.000120739 0.0127688 0.0448065 -0.00921584 -0.000951511 -0.0538971 -0.0738006 0.0321812 -0.000100742 0.00469852 0.0396593 -0.00788932 0.0703423 0.001457 0.027468 -0.00250488 -0.00459996 -0.0445151
internal_weight=62.2844 0.495082 0.378551 0.116531 0.332775 0.296046 0.240262 0.181053 0.147915 0.126398 0.0557842 0.0356346 61.7893 1.06337 0.318847 0.134778 0.744525 0.110972 0.098279 0.0927524 60.7259 6.70313 0.568768 0.223075 0.345694 6.13436 0.810852 5.32351 5.16031 0.22139
internal_count=4633 1213 625 588 557 546 464 415 315 229 82 118 3420 309 110 85 199 171 169 44 3111 945 240 147 93 705 58 647 637 58
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=10 5 20 23 10 3 4 5 3 0 13 23 2 23 6 10 7 6 3 0 20 22 2 20 6 10 18 0 13 5
split_gain=0.0134198 0.151567 0.177568 0.165933 0.140289 0.0873161 0.0841684 0.0639295 0.2244 0.218606 0.156438 0.106165 0.0634847 0.207068 0.189885 0.0963506 0.0588655 0.0587129 0.0513002 0.282465 0.191122 0.147585 0.162545 0.0765655 0.0664728 0.0494797 0.0860171 0.0479126 0.0453921 0.123431
threshold=69.999384342500022 18.946524085150003 35.374259656300005 -0.16179999999999997 69.545034918450014 85.850533479600017 143.58239362595003 18.331716563250001 83.866451379300017 94.109476856350014 108.49810477050001 -0.089139999999999997 186.79363985910004 -0.091114999999999988 13.665319288000001 78.290589216800015 24.103872582350004 14.935348962050002 88.813214339350012 90.321439350550008 40.099856909850011 -0.082484999999999989 112.39935172340002 39.788107623550012 14.865347326450001 78.473404369650012 17.108018746400003 91.625341543800019 113.98793627290001 20.315138807500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 -4 18 -6 -2 8 12 -10 -9 -11 13 -8 15 -14 -17 -5 20 28 24 22 -22 -21 -1 -18 -27 -24 29 -20
right_child=1 2 3 17 5 -7 7 10 9 11 -12 -13 14 -15 -16 16 25 -19 19 23 21 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.014345640541953456 0.069650659393748079 0.093577269295457718 0.06179244320248152 -0.09861231470882259 0.085283202693268861 0.011880652874657713 -0.10803792958605136 0.0010005944827347999 -0.0047338167738520589 0.01177896363640292 0.055293348191340741 -0.10222924904094617 -0.077850685714338688 -0.00049673629059834748 0.086186583483200227 0.084957817576375771 0.097244953039093862 -0.0048669414655754303 -0.085320141365661656 0.019285363700008187 0.082705163664133996 -0.090926563248598699 -0.0027903348796923708 0.089978318120576467 0.033095343616393165 -0.094139005149517396 0.014911582114339529 -0.10338934150011732 0.00046688729856426839 0.0019991075242148455
leaf_weight=0.57856686270428415 0.1697679152712287 0.079641337099018439 0.089109257176460233 0.47129066467323355 0.31206338526499067 0.33713990449905396 0.18129935461198421 2.7703155158487784 0.7194363545897875 0.096129976387373972 0.6564722874900325 0.54332914270071342 0.14778495352220566 14.40184718028986 0.33047429623547941 0.094814285226959782 0.044420043705031276 0.077843705313284772 0.23051888253894404 0.2354849312978321 0.13244729011785228 0.4522226128319744 0.081852549671566521 0.43849530950683402 0.60335248892079107 0.099041403221676205 0.26821128439729769 0.11229607231689442 36.874036018589095 0.54370654188062417
leaf_count=19 8 6 24 191 21 27 147 110 86 26 28 162 103 885 35 36 6 21 30 13 11 56 14 38 50 134 510 47 1432 357
internal_value=-9.89769e-06 -0.00204935 -0.0472151 -0.0647835 0.00104845 0.0471643 -0.000469501 -0.00105437 -0.00357603 -0.0425474 0.0114015 -0.0850904 -0.000174282 -0.0018337 0.0244001 -0.00680837 0.0139207 -0.0853232 0.000305245 0.00111245 -0.0154714 -0.0539324 -0.00270836 0.0652786 0.00987229 -0.00244024 -0.0144974 -0.0609771 -3.62555e-05 -0.0239994
internal_weight=62.1734 21.2412 0.717885 0.638244 40.9322 0.649203 20.5233 20.3536 16.9268 1.3589 3.42679 0.639459 15.5679 14.5831 0.984746 0.654272 0.506487 0.549134 40.283 38.3222 1.96074 0.778819 0.326596 0.67398 1.18192 0.411673 0.367253 0.194149 37.6483 0.774225
internal_count=4633 2518 242 236 2115 48 2276 2268 2130 274 138 188 1856 1032 824 789 686 212 2067 1870 197 128 72 51 69 650 644 61 1819 387
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=13 23 19 18 7 10 10 21 23 5 7 10 5 3 13 22 22 8 13 5 9 22 20 6 16 17 7 3 13 20
split_gain=0.0132481 0.0345673 0.026656 0.0249588 0.0227427 0.0231364 0.0210038 0.0260114 0.0247625 0.0196805 0.0171274 0.016761 0.0136751 0.0430322 0.0325011 0.0838503 0.0233421 0.0393759 0.0194641 0.0610753 0.0142714 0.0704212 0.074709 0.110392 0.103616 0.0523347 0.110857 0.0336055 0.148367 0.0664144
threshold=95.937628385050019 0.079745000000000024 12.451004585100002 14.693728290050002 21.350715310200005 82.299080289250014 90.679004281900021 18.870920756500002 -0.098985000000000004 7.754880527600001 25.662597900150004 82.49264927465002 13.252098438300001 77.709882260600011 100.61016861575001 -0.15580499999999997 -0.078504999999999991 6.9445805182500004 98.255079293500017 12.451585980350002 186.70853236170004 -0.045684999999999996 41.808689985400001 16.445384243750002 20.629951758200004 190.37043331840002 24.812967180000005 93.883646373400012 117.60122400020002 42.055256506450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 10 7 8 -7 -8 -6 -10 13 16 18 -16 17 -2 -15 -20 21 25 24 -24 -23 -14 -27 -22 -29 -30
right_child=12 2 -4 4 5 6 9 -9 11 -11 -12 -13 20 14 15 -17 -18 -19 19 -21 27 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.074620272567475845 0.092040508581857652 -0.10039804844663092 0.0081413438727542912 0.087718151022404239 -0.10045866010643834 0.030796006060101057 -0.10019842856331257 0.092918235441731625 0.09518140081545623 0.034679796972690018 0.030416815071042436 -0.10011046785320986 -0.0023074871285966195 0.0023896769084330613 0.052781800005407192 -0.10087925704290464 0.080856939632346497 -0.10036214687369821 -0.020612871252821002 0.10051147932414761 -0.0002191956497940939 -0.038940402018161568 0.059311010179597869 -0.086365077714766286 0.099894423668011559 0.077073838808383616 -0.0019184915613825893 -0.10140799694521732 -0.017479778577412904 0.036268932944630641
leaf_weight=0.04133440190185389 0.021042835884145461 0.07349114240050092 0.032691970338021292 0.032163002266315743 0.035203605537958538 0.097348395319727388 0.027938314584694979 0.045899555319920182 0.0052170258713886133 0.017654033596954832 0.013966558629817882 0.027882100682063538 5.3019423122603939 0.54995406960847504 0.058842780307713838 0.089566240912063222 0.1213936187668867 0.02150917810286046 0.081305970589710341 0.085308704292401671 52.397705129948008 0.068548248697196779 0.11434570240635367 0.095434450885136357 0.24911958095617592 0.27127792016699448 0.51481496228370816 0.17742672784584002 0.87566110141415243 0.31173529622356
leaf_count=68 10 556 32 11 53 77 206 16 3 39 29 123 647 52 15 113 36 37 35 11 1890 73 37 110 20 53 5 117 97 62
internal_value=-1.39736e-05 -0.0170945 -0.0669806 -0.00172315 0.00821233 -0.00121982 0.0125304 0.0281724 0.00539079 -0.0479716 -0.0632841 -0.0693289 0.000111415 0.011543 0.00263963 -0.0399541 0.058517 -0.00521512 0.0114612 0.0414042 -8.33942e-05 0.00429942 0.039352 -0.00696083 0.0699358 0.00126257 0.0253415 -0.000622699 -0.0161138 -0.00336876
internal_weight=61.8577 0.45079 0.106183 0.344607 0.303273 0.27111 0.221939 0.176347 0.130448 0.0455923 0.0491702 0.0330991 61.4069 1.02892 0.864978 0.148409 0.163946 0.042552 0.716569 0.166615 60.378 6.61548 0.527448 0.20978 0.317668 6.08804 0.786093 53.7625 1.36482 1.1874
internal_count=4633 1213 588 625 557 546 464 219 203 245 82 126 3420 309 226 128 83 47 98 46 3111 945 240 147 93 705 58 2166 276 159
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=5 3 6 6 19 5 12 21 23 21 0 19 20 5 23 22 2 20 8 0 6 23 8 5 0 6 5 10 6 15
split_gain=0.0130994 0.053354 0.0431732 0.0567944 0.0263488 0.0263422 0.0545387 0.0599639 0.0445858 0.0244628 0.0422127 0.0210136 0.0873064 0.102753 0.161389 0.0723651 0.142384 0.0710028 0.162499 0.055436 0.0630223 0.116174 0.0450013 0.039413 0.0376455 0.0334463 0.121081 0.134648 0.0881487 0.130043
threshold=25.704065249550002 92.913112988300014 16.285380505300001 16.575387281250006 13.051052998800001 24.453399453300005 284.29960850000003 2.4659823166500003 0.093185000000000032 3.7295944789000006 74.015940789350012 14.451165964200003 42.081757894750005 22.958759589950002 0.10876000000000002 -0.031989999999999998 102.91212950120001 43.426369480700011 8.4434108459500017 85.823648898300021 16.445384243750002 0.25799500000000009 8.4434108459500017 20.769304081650002 86.692020874450009 16.435384010100005 23.605484525250002 61.950140699950005 15.345358541850002 37.646552559600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 9 -5 11 7 8 -7 10 -4 25 13 15 -15 19 -17 18 -14 -13 21 23 -22 -21 -18 26 28 -28 29 -1
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12 12 17 14 -16 16 24 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00045133881540791336 0.082707833960512553 0.061224081665935438 0.10016173968582297 -0.10013695476214118 0.026761555577926196 -0.10041396357818429 -0.0061936827347084736 -0.10154525950496403 0.087154101525736286 -0.10085548376859006 -0.100398047796874 0.022173158690781819 -0.0047194432504479734 0.077102572833218419 0.0017852613787418051 -0.0064372011443521162 0.037175302253516583 0.031349457509811524 -0.08647066913217033 -0.035890596834809621 0.020654744383153116 0.0032602787011334331 -0.0064015298512310947 -0.095542791833210336 0.089461122875875237 -0.0042390793268912725 0.020251283339394223 -0.10517306553132799 0.010585248659987525 -0.075791529975553537
leaf_weight=24.903717863124267 0.096940862684276818 0.091779141923325369 0.019572085089748725 0.017904784297570586 0.18994356896223508 0.01934113471179344 1.6092488918802699 0.1277150596017691 0.036758215865120292 0.083171163635597622 0.022626384192335536 0.84021306874637858 0.86832317779771961 0.53094726367271483 0.61293451022356749 0.61997451842762419 0.27422620024299249 0.24588826201215841 0.3377058755067992 0.21916748689181975 0.84281437541358206 0.53284189710393548 2.2716299605090171 0.22392768948338926 0.27659871149808168 16.643253867731801 0.13998833129517052 0.22027461971265438 8.5985776657533375 0.23123179086905921
leaf_count=2734 20 26 7 161 199 66 43 72 4 95 82 26 47 57 12 17 19 29 45 18 45 6 31 23 28 291 7 43 299 81
internal_value=-1.16063e-05 0.0157635 0.000493674 -0.0162335 0.0158301 -0.000146083 -0.012088 -0.0636911 0.0224871 -0.0693911 -0.00737635 0.000214191 0.00475575 0.0092409 0.0367447 0.00408452 0.0264335 -0.0176258 -0.027611 -0.00122239 -0.00602812 -0.0282021 0.000920295 -0.0660371 0.0634308 -0.00056431 0.00122957 -0.0564366 0.00184542 -0.00114444
internal_weight=61.7492 0.521938 0.424997 0.333218 0.207848 61.2273 1.79306 0.183814 0.0560994 0.12537 0.0421985 59.4342 8.69719 7.24528 1.14388 6.10139 1.1708 1.45192 1.20603 4.93059 4.09038 0.975937 3.11444 0.443095 0.550825 50.737 34.0938 0.360263 33.7335 25.1349
internal_count=4633 590 570 544 360 4043 185 142 70 184 89 3858 403 282 69 213 64 121 92 149 123 47 76 41 47 3455 3164 50 3114 2815
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=13 13 15 7 3 20 16 3 6 6 7 4 6 23 2 18 5 18 7 19 21 2 4 22 12 0 22 12 21 22
split_gain=0.0131639 0.0379579 0.0381208 0.0428121 0.0200668 0.0169401 0.0164482 0.0937058 0.172863 0.084718 0.054331 0.0776208 0.0971487 0.0557192 0.0549475 0.0438873 0.112024 0.0412535 0.034349 0.0488228 0.0391169 0.033455 0.0384359 0.0248941 0.0874144 0.1786 0.130983 0.10489 0.101603 0.139488
threshold=117.97223122220002 118.06363879865002 42.968808980200009 20.869210126600006 103.28787291370001 44.952171034750002 22.644947046300004 92.367355987800025 14.745344522600002 16.395383075500003 22.398098708400003 210.68108846220002 16.525386113000007 0.092015000000000027 78.110129541750013 12.783127173500002 21.324133279950001 12.899561312100003 19.164717746300003 14.451165964200003 15.551195696050002 305.67240907785003 195.04069921150003 -0.10040499999999999 171.52228777160002 86.692020874450009 -0.11534 114.82338089645002 0.63092463060000015 -0.13006999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 15 8 -8 -9 14 -12 13 -13 -11 16 -1 -17 20 -20 21 22 -18 24 25 27 -26 -19 29 -27
right_child=1 2 -4 -5 5 -7 7 9 -10 10 11 12 -14 -15 -16 17 18 23 19 -21 -22 -23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=0.085927212682336454 -0.1009952577243618 0.079675915598785285 0.054450941262361913 -0.073453227122988365 -0.064129660760914364 0.093874718769694124 -0.00050987592088143189 -0.030345054139817081 0.087176865174702967 -0.032007016168679368 0.027906738989094123 0.0024420144672261277 -0.018894166883207081 0.033168857692039866 0.00035200782563530545 -0.024063966952392254 -0.10063378209229779 0.0032013675918515071 -0.1021956144975821 0.1004939982713812 -0.10080407651168373 -0.10034405209734754 0.071384743264188602 -0.0017672368829188723 -0.0035192187887975374 -0.05921566296845171 -0.10287891390036995 0.092903427307825151 0.0026704854711328174 0.096565821612677308
leaf_weight=0.20121644103119862 0.049453214815001867 0.036542520392686129 0.075082215658767382 0.099831990439270157 0.027502005821133935 0.0090079400179092772 0.57511962507851322 0.8029083285946389 0.36910618445836008 0.6985470829531536 1.6066832132637499 1.6262822583662462 1.4396902665830564 0.92630309591640969 2.1092278783398797 0.75843819610054097 0.014758098562026589 0.19330019569650314 0.068469534726773418 0.014379746280610561 0.025994051090947323 0.016629359146463685 0.10837968093869677 38.6974556055644 4.8858749500996979 0.074817530588461523 0.13638000435302533 0.40032042081202235 5.2712097854192308 0.24801601477861357
leaf_count=22 12 10 21 65 84 4 16 33 43 26 30 38 33 22 58 42 50 24 202 1 25 37 107 2086 839 60 35 92 498 18
internal_value=-1.24676e-05 -0.0209997 -0.00504585 -0.0308848 0.0272884 -0.0251459 8.94107e-05 0.0037656 0.0337676 0.000689617 0.00365367 0.00934662 0.00187714 0.0135924 -0.0076986 -0.000640846 0.0304568 -0.000916941 -0.014439 -0.0670158 0.0118395 0.0327891 0.0507683 -0.000565177 0.00358442 0.0115401 -0.00621734 0.0636938 0.00600571 0.060463
internal_weight=61.5669 0.29742 0.247967 0.172884 0.0730525 0.0365099 61.2695 10.1539 0.944226 9.20964 8.40673 5.59896 3.99228 2.55259 2.80777 51.1156 0.449827 50.6658 0.24861 0.0828493 0.165761 0.139767 0.123138 49.9074 11.2099 6.18766 5.02225 0.593621 5.59404 0.322834
internal_count=4633 196 184 163 98 88 4437 299 59 240 207 123 93 60 84 4138 444 3694 422 203 219 194 157 3652 1566 692 874 116 576 78
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=20 23 15 20 22 19 0 22 0 0 6 23 6 22 22 16 2 9 2 17 10 9 21 12 18 5 3 6 18 21
split_gain=0.0139593 0.0991987 0.0305871 0.0229722 0.158774 0.0524914 0.0547887 0.0129219 0.131387 0.147435 0.0721074 0.0354287 0.0810836 0.0336027 0.0464447 0.0718331 0.139931 0.0314937 0.0234371 0.0221741 0.143482 0.0639686 0.0518906 0.0247997 0.0213582 0.0207055 0.0528278 0.0387934 0.0503032 0.0377881
threshold=33.036871954450007 0.088565000000000019 27.874116299000004 34.515670600900002 0.23643500000000003 13.951125619400001 97.32487278035002 0.20852500000000004 90.321439350550008 92.168410086200012 14.845346859150002 0.096480000000000024 9.8852309668500009 0.18839000000000003 0.12616000000000002 22.584947186600004 159.92742394165003 58.084576609100004 210.71970372160004 214.22447330960003 65.644082171150004 184.83999455315004 0.91803327455000017 66.834523482800009 16.161386252450004 25.704065249550002 92.913112988300014 16.285380505300001 12.899561312100003 12.575665986150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 13 -9 -10 11 12 17 14 19 16 -16 24 -18 23 -21 -22 -23 -5 -11 -25 -27 -28 29 -29
right_child=3 -3 -4 7 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 18 -19 -20 20 21 22 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.10041736158923303 -0.076005187651783629 -0.093109359540668873 0.08952086388862722 0.037416655484883717 -0.10590891864569865 0.10078533687734761 0.06485818103210815 0.081928098261951798 -0.08676322015295157 0.038404121847225817 0.056803790367023571 0.005662069553431074 -0.083518397979029685 -0.022347537561278399 0.060472465909774488 0.076695696361863602 -0.1044295287608647 0.095372488010610934 -0.026164259920236684 0.089774022952819693 0.052560779909083283 0.010112679431097449 -0.090406141370394322 -0.00049356047247495617 -0.10045214398821423 0.092176857828695349 0.06282189406362497 0.025959703609719911 -0.10046492384129505 -0.10062935193923482
leaf_weight=0.0098775245580239313 0.044473102214395932 0.098949479830704234 0.059855926539967186 0.17460712252795829 0.07185986966942437 0.1497385764378123 0.072828603999994357 0.21382187071412717 0.18058080921764519 0.025423707258596884 0.25893612683285017 1.6571905804329388 0.14117588312547014 0.68774608770036039 0.18161555628284887 0.19969268581189681 0.084543510471121408 0.046254186879423287 0.069893744403998426 0.090462135965934887 0.050769317144997217 0.065488479227269636 0.23798632731029556 56.116413258856383 0.019630465997352076 0.085073433292563005 0.083507513888434914 0.16614977636214689 0.054884293275335949 0.027481375190063773
leaf_count=140 32 81 38 26 10 18 49 43 30 22 15 54 70 31 21 22 13 12 33 24 83 38 220 2997 32 14 23 259 136 47
internal_value=-4.71447e-06 -0.0287323 0.0626167 7.43908e-05 0.0260377 0.0615443 0.011452 -7.00459e-05 0.00690794 2.10182e-05 0.00731483 0.000533517 -0.0360237 -0.000374024 -0.000112062 0.0291944 0.000967656 0.0374098 -0.069009 -0.000386778 -0.0226296 -0.0513338 -0.0687146 -0.000212349 -0.0220967 -0.000328568 0.0218696 0.00385491 -0.0159595 0.00799337
internal_weight=61.4269 0.168683 0.0697335 61.2582 0.3389 0.26704 0.117302 60.9193 2.54301 2.32919 2.14861 1.88967 0.232484 58.3763 57.6886 0.535745 0.336053 0.0913084 0.154437 57.1528 0.444706 0.354244 0.303475 56.7081 0.0450542 56.5335 0.417096 0.332023 0.248515 0.193631
internal_count=4633 259 178 4374 109 99 81 4265 278 235 205 190 136 3987 3956 89 67 66 46 3867 365 341 258 3502 54 3476 479 465 442 306
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=13 13 15 7 15 0 20 16 16 21 17 7 23 22 23 2 20 18 2 8 21 13 7 17 21 4 20 5 17 0
split_gain=0.0139437 0.0329464 0.033015 0.0353787 0.0187298 0.0226211 0.0228471 0.0172166 0.0666271 0.0858903 0.0325549 0.0168916 0.0885757 0.0725873 0.0548382 0.0541606 0.0347023 0.0457771 0.040508 0.0346602 0.0343639 0.0282417 0.0249715 0.0900235 0.157448 0.167632 0.107608 0.10355 0.0755873 0.0401016
threshold=117.97223122220002 118.06363879865002 42.968808980200009 20.869210126600006 34.969820938750011 76.535026057600007 44.952171034750002 22.714946882600003 22.684946952700002 4.6112647835500011 187.32964365115004 22.093462376800005 -0.17949499999999999 -0.59087999999999996 -0.25420999999999999 45.979371440700014 48.109449608500007 13.278511569200001 167.53567362910005 9.3427090425500019 11.668114288100002 92.980324441600018 22.721067571950005 188.27285108100003 5.4279412736500001 195.04069921150003 41.835830569250014 21.990725385850002 186.34046889365004 85.866664228400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 8 11 -10 -9 12 14 -14 20 -15 19 18 -18 21 -1 -17 23 28 27 -26 -27 -25 29 -13
right_child=1 2 -4 -5 -6 -7 -8 10 9 -11 -12 22 13 15 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.072816515339337209 -0.10089929844613954 -0.10034279891723082 0.050037549144255115 -0.071061623853064401 0.10018570017470158 0.10011067961554583 0.092178451159628499 -0.002669241510188628 0.010861624646118008 -0.089399831973132324 0.024472342924236487 0.020037076284908951 0.076365248498645746 0.040305630420272708 0.058355304612302074 0.074162935428690888 0.10046792132730067 -0.087405323714265015 -0.053467025948494007 0.050894670919728796 0.041590337844890329 -0.10204945695690067 -0.00046178203994054088 -0.0354916927298611 0.097146349573291157 0.084839778910850233 -0.10299927627221057 0.04642776454893309 -0.028177503725910574 -0.00086297699304611745
leaf_weight=0.068618405947404426 0.044771063185179538 0.026151385625325929 0.070356056505261222 0.09586872459112783 0.021550794132053852 0.012973180040717125 0.0080652302785892971 0.96276273252442368 0.15609526447951694 0.18877260899671455 0.81688607422256609 1.3228659898868489 0.048167335247853771 0.05494119913782114 0.20276909738095128 0.0094498882724565192 0.038610454156696505 0.059253766544998143 0.030677426162583288 0.017298217742109046 0.042524589512026978 0.2423956920387127 51.725768719171526 0.39387155264921581 0.45074383674364071 0.049077632604166865 0.080559728734442615 0.25368843881369685 0.78611763674416568 3.0000377354093644
leaf_count=105 12 85 21 65 5 4 4 13 27 19 34 24 17 9 96 19 5 42 39 32 41 415 3217 33 47 9 35 39 51 69
internal_value=-4.17619e-06 -0.0222793 -0.00729882 -0.0318051 0.0229438 -0.0123312 -0.0549634 9.79709e-05 -0.000193252 -0.0440192 0.00978916 6.34528e-05 -0.0142357 -0.0403411 0.0274112 -0.0527607 -0.0656181 -0.0228736 0.0323127 -0.0860326 -0.0290431 -0.0954375 0.000264091 0.00618906 0.0305009 0.0683245 -0.0318879 -0.00339888 0.000345775 0.00553272
internal_weight=61.2817 0.279736 0.234965 0.164609 0.0687406 0.0471898 0.0342166 61.002 59.2223 0.344868 1.77965 58.8774 0.814706 0.500794 0.313912 0.452627 0.397685 0.128542 0.0692879 0.269144 0.111143 0.251846 58.0627 6.33696 1.22794 0.580381 0.129637 0.64756 5.10902 4.3229
internal_count=4633 196 184 163 98 93 89 4437 4390 46 47 4344 820 578 242 561 552 86 44 466 146 434 3524 307 163 91 44 72 144 93
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=8 22 23 20 23 6 19 20 22 6 5 0 9 10 6 2 23 8 20 15 6 18 21 6 16 20 5 16 21 0
split_gain=0.01312 0.0396855 0.0551461 0.0564085 0.0509071 0.0272207 0.013151 0.0589202 0.0597516 0.177225 0.0473948 0.104419 0.0500256 0.0403215 0.154872 0.0587286 0.035617 0.0670709 0.0345927 0.0331953 0.0264595 0.1036 0.0524439 0.106898 0.055729 0.150107 0.265974 0.109626 0.0911184 0.0451237
threshold=8.8430989333000021 -0.0098449999999999979 0.10249000000000003 39.955516828000007 0.094595000000000026 18.285427236100002 14.451165964200003 42.081757894750005 -0.027754999999999998 16.525386113000007 22.705169530700005 86.135510041400025 189.68479361675003 61.987779113750001 16.265380038000004 108.63443756215001 0.094385000000000011 8.543332867800002 40.408647214050006 45.484733152800011 16.465384711100004 13.781134552700001 15.191342547400001 16.495385412050002 22.574947209950004 41.641174900500005 22.533652790000001 22.564947233300003 3.4465547941500003 86.538778761000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -4 20 8 10 -10 12 19 18 -9 -15 -16 17 -14 -8 -12 -1 22 24 -24 27 -26 -27 28 -22 -30
right_child=1 4 5 -5 -6 -7 7 13 9 -11 11 -13 16 14 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00088435129670741321 0.059274815739409729 -0.10119800882696206 -0.10132551545989187 -0.006293285675006758 0.022994078532404601 -0.015894306034001226 -0.0026045419749217589 0.0057395443338351419 0.075814583481681547 -0.0053132667773102878 0.03912182744037368 0.073239756210472143 -0.037395097467700276 0.0014567891366514217 -0.013371389448320489 -0.10282984486614488 0.0018632309654719873 0.0065139450447430679 0.028822218654106391 -0.0076509266200473457 0.085792125131419816 -0.040754681338647569 0.001797436480324097 -0.072655030518564812 0.0017786496855104245 -0.10556538897801365 -0.0071431794491260726 0.10242713028174366 -0.047964706815477626 0.0074087165289491459
leaf_weight=38.430285106055322 0.16366693070085603 0.097362146308340725 0.075902751461399021 0.66157880264108826 0.049933174742363917 0.073326798089510703 0.61243940470740088 0.77843125140952896 0.4705111210932944 0.62955321208573878 0.20220169442472957 0.29815345862880349 0.82770918698042828 0.77498083235695936 0.10207925084978342 0.2610645711174584 1.94262631656602 0.60008807852864265 0.81816666247323155 0.60797605046536773 0.14110537570831683 0.73766998179417065 0.50597758591175157 0.31161142348355497 7.7032180525420682 0.37754948809742916 1.0066442764837118 0.1330989971756934 0.16233675939332659 1.5745460167527197
leaf_count=3302 34 42 24 63 24 17 14 39 39 17 23 20 42 39 14 54 29 14 31 50 228 33 2 52 71 23 69 2 216 6
internal_value=-3.07581e-06 -0.0107181 -0.00340546 0.00671051 -0.0590968 -0.0593473 0.00019722 0.00373868 0.00798706 0.0293861 0.0040035 0.0226427 -0.000299417 -0.0117989 -0.0237946 -0.0776832 -0.0069498 -0.0189406 0.0153685 0.00402247 -0.000421583 -0.00438779 -0.00213648 -0.026579 -0.000335889 -0.00366941 -0.0339886 0.0147272 0.00851159 0.00223327
internal_weight=61.1318 1.12177 0.974475 0.825246 0.147295 0.14923 60.01 8.92598 7.00943 1.10006 5.90936 1.10833 4.80103 1.91656 1.13812 0.363144 3.37042 1.4278 1.43061 0.810178 51.084 12.6538 11.9161 0.817589 11.0985 9.08741 1.38419 2.01109 1.87799 1.73688
internal_count=4633 204 138 97 66 41 4429 425 279 56 223 93 130 146 107 68 85 56 45 73 4004 702 669 54 615 163 92 452 450 222
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=13 5 9 7 18 16 16 21 10 7 21 2 20 17 3 13 9 19 19 18 0 18 2 17 10 5 15 9 16 21
split_gain=0.0116843 0.0312961 0.0449027 0.0213346 0.0334033 0.014378 0.0568396 0.0726948 0.0370374 0.0832028 0.0299568 0.0281664 0.0342097 0.0272855 0.0251437 0.0215987 0.0715312 0.185273 0.034581 0.0497958 0.101429 0.0553348 0.155749 0.0289152 0.0252652 0.0622353 0.286794 0.0412793 0.036428 0.0513055
threshold=117.97223122220002 27.179953022650004 191.20686769655003 21.698399695800003 11.939817493900003 22.714946882600003 22.684946952700002 4.6112647835500011 61.821094709650005 19.164717746300003 15.551195696050002 305.67240907785003 48.393869453650005 187.32964365115004 101.45434446875002 117.67112391160002 203.80256579455002 14.551174033150001 14.651182102100002 12.722397935550001 87.028078140750011 12.880535946600002 85.298498744850022 200.30016490490002 61.987779113750001 23.636018850950002 49.977661466200011 195.74493321760002 22.654947022900004 17.850008709600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 8 -8 9 10 11 12 14 -7 -1 18 17 -17 19 20 -10 22 -21 -20 25 27 -27 -23 29 -26
right_child=1 3 -4 -5 -6 13 7 -9 15 -11 -12 -13 -14 -15 -16 16 -18 -19 23 21 -22 24 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.10017864607623168 0.0047557307210134847 0.044929335499992985 -0.10071075527021456 0.090976278865808557 -0.10047565387747129 -0.0023679667982135794 0.0085195858299624595 -0.08603079045862036 0.090194320695813318 -0.10477702486186627 -0.10062358995743854 -0.10029278418988477 0.098869114595729141 0.022628869999371661 -0.064469974957237983 0.065847594311643942 -0.0032973481624066917 -0.012074528224597886 0.0019730345451404933 0.03335552823799369 -0.084267508185727438 -0.010370730212916889 -0.10559537462100022 0.050852325962750078 -0.00072996959106174958 -0.10550684431926612 0.011557106430909281 0.009743399069515794 0.010674613418946856 0.038014076504028681
leaf_weight=0.013082235120235874 0.080245521534378805 0.042957949049423405 0.081234710962235113 0.031536059348582057 0.024989804092001577 0.96115666162222513 0.15284867992158879 0.17375388977961848 0.1468926211375664 0.10734800392373245 0.020073088365279546 0.014286328510024759 0.059890416014241055 0.80025409431254957 0.031869983254182443 0.61643220360929196 2.051179118687287 0.60422667081002146 0.24261846976878487 0.14910946190502627 0.043102443247335032 2.4482140821637577 0.17574671299576039 0.24148491897358326 45.466597923388186 0.32835160714239453 0.57709633261220006 1.7493567119818179 3.1524519845406749 0.34437457359513146
leaf_count=8 30 36 54 17 59 13 27 19 125 112 25 37 14 34 131 29 25 15 19 15 9 37 38 22 3327 116 16 17 69 138
internal_value=-4.77308e-06 -0.0211192 -0.0483005 0.0230011 -0.00854767 8.6045e-05 -0.000180144 -0.0417816 5.17827e-05 -0.0386251 0.012389 0.0314315 0.0493808 0.00898874 -0.0165531 0.000215243 0.00810901 0.0272761 -0.000253784 -0.000489792 0.0506158 -0.00066831 -0.0418167 0.0263555 -0.000421071 -0.00711713 -0.030895 -0.00198808 0.0002768 -0.000438719
internal_weight=60.9328 0.260964 0.16148 0.0994838 0.0679478 60.6718 58.9104 0.326603 58.5838 0.24655 0.139202 0.119129 0.104843 1.76141 0.0449522 58.3372 3.27184 1.22066 55.0654 54.5813 0.189995 54.3913 0.324856 0.484103 54.0664 5.10302 0.905448 4.19757 48.9634 45.811
internal_count=4633 196 84 112 95 4437 4390 46 4344 327 215 190 153 47 139 4017 69 44 3948 3907 134 3773 53 41 3720 186 132 54 3534 3465
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=13 23 19 10 20 19 6 21 12 8 22 20 22 18 10 3 23 5 19 16 10 22 10 2 8 8 23 2 15 8
split_gain=0.0122137 0.031657 0.0226441 0.0221326 0.0230556 0.0192759 0.0200021 0.0196264 0.0361579 0.0337551 0.0254211 0.0235269 0.0370417 0.0137835 0.0871333 0.124792 0.0778082 0.0396557 0.0569681 0.0616843 0.0322182 0.0974142 0.063038 0.0594005 0.0299603 0.117352 0.0220599 0.0219434 0.0208221 0.0772462
threshold=95.937628385050019 0.079745000000000024 12.451004585100002 78.290589216800015 44.202975721700007 9.4507625164000029 1.8500432259500001 18.870920756500002 216.20511703005005 1.3489472949000001 0.63131000000000015 44.131787411600008 -0.11534 15.917243450850002 76.279622535200005 81.075831839950027 0.10487000000000003 13.252098438300001 12.150980378200002 16.499961415900003 75.629015667650023 -0.093604999999999994 75.424692849750016 241.49325970385004 7.7439566930000003 8.543332867800002 0.093955000000000025 172.27786944220003 24.673905035600004 7.5441126493500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 8 -8 10 -10 12 -11 20 16 17 -15 18 -16 -20 22 23 -2 -22 -23 27 28 -26 29 -19
right_child=13 2 -4 5 -6 6 7 -9 9 11 -12 -13 -14 14 15 -17 -18 26 19 -21 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.050150348396413837 -0.00012846959275587981 -0.10036066115807041 0.00448423540138992 -0.10034524951470443 -0.1003461075046773 -0.10026364466499349 -0.10025870066452909 0.085740215504266484 -0.10018532187229011 0.064173227609280556 0.094839918882547627 0.089584456685772168 -0.10037669922108566 -0.10137433425018925 0.080550387885359467 0.072939737578129174 0.034913967094145598 0.00015883375724266402 -0.078545279506452306 0.063455069601351916 -0.092897843831154306 0.00080245332620546635 0.026368142497427496 0.066532865431827889 -0.10291607179988822 0.003142394359827163 0.01474103061920237 -0.030522990109910136 0.0027057690227857548 -0.076573533175919806
leaf_weight=0.013773769868412056 53.140405794348283 0.065786351158626744 0.029990715252552036 0.014979223101381223 0.039008576660762628 0.013870063351816952 0.025804481503598709 0.041493361379252747 0.029470997807493404 0.037611640575960337 0.0086439954757224768 0.071519341814564541 0.021500564032976399 0.13303460045426563 0.15350892781862135 0.29066859460726835 0.061142220569308847 0.50732894707471166 0.064182033409451833 0.05845043231965974 0.19610492026140525 2.1268054699139607 0.91331827780231734 0.026530965302754339 0.16162578984403797 0.52336052528153232 0.71764626778895024 0.056509973452193663 1.0568343549512063 0.17695695069414796
leaf_count=31 2696 556 32 117 54 58 134 18 123 41 4 18 27 51 21 29 16 4 32 43 140 76 33 50 48 12 52 25 17 75
internal_value=-7.20543e-06 -0.017136 -0.0675305 -0.00194245 -0.0610734 0.00983991 0.0164441 0.0233019 0.00998523 0.0268436 -0.0559561 0.0510024 0.00432237 0.000110115 0.0064761 0.0106436 -0.05846 0.00402271 0.0399541 -0.0108635 -0.00024857 -0.0101781 0.00031923 -0.0738989 -0.00523218 -0.0225411 -1.27067e-05 -0.084162 -0.00609383 -0.0196842
internal_weight=60.7779 0.413453 0.0957771 0.317676 0.0527823 0.264894 0.249914 0.236044 0.194551 0.168747 0.038115 0.130632 0.0591122 60.3644 3.21975 3.02558 0.194177 2.73491 0.276141 0.122632 57.1447 3.09094 54.0537 0.222636 2.8683 0.741496 2.45877 0.218136 1.74112 0.684286
internal_count=4633 1213 588 625 85 540 423 365 347 213 127 86 68 3420 340 273 67 244 96 75 3080 351 2729 190 161 85 148 73 96 79
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=18 10 12 5 6 20 18 13 8 17 16 20 6 19 15 20 19 20 23 23 7 4 20 22 20 22 16 6 9 7
split_gain=0.012335 0.0357319 0.0362244 0.022576 0.0253053 0.0271017 0.0233351 0.0144893 0.0746618 0.0262458 0.0184328 0.0409107 0.0340609 0.0313892 0.0243145 0.0211267 0.0230673 0.0149435 0.0612943 0.0899023 0.0716382 0.0551427 0.0400047 0.0762103 0.0530084 0.0943584 0.048783 0.0335727 0.0322449 0.0922353
threshold=17.327266398450003 83.75622459600001 284.29960850000003 11.452575093200002 3.6650856341500009 42.498713093000006 17.370891598500005 97.873318238950006 3.1475436881500003 201.39543491635001 11.949972055800002 41.976795488650005 5.0851188130000002 10.650859343850001 17.661843862450002 44.202975721700007 10.350835137000002 44.131787411600008 0.096915000000000015 0.08574500000000003 22.460452099450002 415.14998645010007 43.477771593600004 -0.095854999999999996 43.663128814500006 -0.11334499999999999 22.604947139800004 13.855323727400002 204.99169312540002 25.121320584100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 6 -6 -3 8 9 10 13 -12 14 15 -13 -1 -17 22 19 20 27 -22 -9 24 -24 -26 28 -19 29 -25
right_child=1 3 -4 -5 5 -7 -8 17 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.076491942324511522 0.071779614370592548 0.087894066886636563 -0.035159402068003651 -0.10026686935965362 -0.058723145181969007 0.078780631426651371 -0.10020948086566335 -0.00030294798842819218 -0.1004586614995201 -0.10026521929048918 -0.10142739688798585 0.032199884457894991 0.087791918283700254 -0.1003453241315943 -0.10028478383481013 -0.10037930407191281 0.031858358919103581 -0.064095454793774848 -0.10302005796391366 0.057475636890797668 -0.10202377578917532 0.062581569196286227 0.09251226292428856 -0.073417024920683624 0.072850119642369635 -0.1006156496392132 0.026187508982366034 0.0016415379968026699 0.011123629596620294 0.0036521837782046347
leaf_weight=0.032569618671980716 0.14390529047159439 0.008297559932088916 0.040616105339722708 0.027462807019674074 0.020362677285078234 0.048415148332082936 0.032141714212654549 56.229980719220833 0.088050187480234854 0.022726638145382339 0.020587550462778381 0.048920707782599493 0.092606247737421654 0.034129113797106925 0.019324847224197583 0.023325529516569077 0.030361661812094098 0.087196057459890453 0.068241904547903576 0.18953143135877326 0.14004674329316913 0.023812082642962196 0.18716342063817171 0.22247276231348612 0.087261019629295333 0.04894862964283675 0.76068253787525453 0.71264119029569883 0.63523467350933061 0.51420463575050235
leaf_count=64 45 13 42 65 205 96 308 2485 217 106 58 55 29 76 52 41 14 71 13 40 136 28 25 61 23 34 20 191 16 4
internal_value=-9.70068e-06 0.0195349 0.0482406 -0.0192186 0.00116115 0.0380706 -0.0616133 -0.000113775 -0.0187891 0.00336769 0.011171 0.0313008 0.0482888 -0.0191676 -0.00531532 0.0129519 -0.0255951 1.48482e-05 -0.0109326 -0.00548331 -0.0178655 -0.0781032 0.000242704 0.0127355 0.0579729 0.010513 0.00587602 -0.00552493 -0.00538606 -0.0196223
internal_weight=60.6412 0.321201 0.184521 0.13668 0.109217 0.0687778 0.0404393 60.32 0.412602 0.324552 0.301825 0.181439 0.160852 0.120386 0.0682456 0.0862568 0.0536872 59.9074 1.22147 1.15323 0.963696 0.163859 58.6859 2.45597 0.323373 0.13621 2.13259 0.799837 1.37191 0.736677
internal_count=4633 774 87 687 622 301 321 3859 712 495 389 194 136 195 107 119 55 3147 479 466 426 164 2668 183 82 57 101 262 81 65
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=20 23 15 20 22 19 22 7 22 20 9 20 23 23 23 22 16 15 17 22 15 4 15 20 21 9 2 14 8 15
split_gain=0.0199885 0.054539 0.0226392 0.0218009 0.133755 0.0535047 0.0475404 0.0410016 0.0125213 0.105291 0.107237 0.104121 0.110087 0.106836 0.064882 0.0481355 0.0830035 0.10796 0.124057 0.0834042 0.0629964 0.0386481 0.0351374 0.0767585 0.0477443 0.0346138 0.0646175 0.0302265 0.0854949 0.0300963
threshold=32.724174661450007 0.088565000000000019 27.874116299000004 34.515670600900002 0.23643500000000003 13.951125619400001 0.11061500000000003 23.822419043000004 -0.27494999999999997 39.852039223600009 194.45262321395003 40.099856909850011 0.088075000000000028 0.092185000000000031 0.098950000000000024 -0.16164499999999998 22.399947619200002 39.558912554250007 192.00947391610003 -0.24023999999999998 28.579157549250002 201.80971861865004 19.198394745150004 46.095286511800005 17.419354439100001 212.80230024750003 168.84984911130002 144.12207640715005 8.4434108459500017 16.453392729050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 9 10 -5 -11 -13 -14 -15 16 19 -18 -19 29 22 -16 23 -21 -24 -12 -27 28 -17 -10
right_child=3 -3 -4 8 -6 -7 -8 -9 15 11 25 12 13 14 21 27 17 18 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.1003984181933926 0.042407749418185259 -0.090847197927468051 0.082247826191579304 0.077005201362228048 -0.10520659042352443 0.10071534327591335 0.080289276105552504 -0.10105436132982581 0.017798144945993199 0.091841365895610469 -0.10165327331989119 -0.10382443783676472 0.081785968164472048 -0.022847443596257479 0.079983878455150412 0.026871023537490143 0.10096433271381183 -0.10225215050370058 0.067348263660901728 0.059090024451942946 -0.063735224486811418 -0.00011098136715467533 0.07394490548663879 -0.091144850956144066 -0.054936815089656615 -0.10185221888831192 0.050042133606019126 -2.7423521089914468e-05 -0.074775353730961572 -0.10110211932520033
leaf_weight=0.008355814006384743 0.03574863645780979 0.077874947988611609 0.036132136761807487 0.052415319979785546 0.063672273739541652 0.13448865903774276 0.059455002748109109 0.044997600290741957 0.027282553208920035 0.12405214876707749 0.20658443229126533 0.10189709553196724 0.15502851761812031 0.71520298847144659 0.11233965615247143 0.14760479057440434 0.2341280784457922 0.073205177806812571 0.10497414569545072 0.078082257396544064 0.079563001158021507 0.1299142799724109 0.21369911212423176 0.060249707266848418 0.033210386431164807 0.061613681504354645 0.051347370815847171 57.01324188556994 0.18832128967551398 0.096898566352138005
leaf_count=135 33 69 37 44 11 18 7 58 40 11 52 148 31 47 15 13 19 39 21 55 33 36 166 81 15 24 25 3212 32 106
internal_value=-1.05356e-05 -0.0403868 0.0479429 7.12627e-05 0.0253833 0.0556536 0.012428 -0.0375396 -7.13366e-05 -0.00850472 -0.0555695 0.00457493 -0.00433955 0.00477268 -0.00769707 0.000175867 0.0219126 0.0563245 -0.00233226 -0.00217682 0.0172738 0.0370312 0.0340044 -0.00634393 0.0566098 -0.0773159 -0.0328074 -0.000203647 -0.0301123 -0.0749798
internal_weight=60.5216 0.122363 0.044488 60.3992 0.338362 0.27469 0.140201 0.0807462 60.0609 1.7104 0.371961 1.33843 1.21438 1.11249 0.957457 58.3505 1.00129 0.412307 0.178179 0.588986 0.464804 0.242254 0.385241 0.138332 0.246909 0.319545 0.112961 57.3492 0.335926 0.124181
internal_count=4633 241 172 4392 127 116 98 91 4265 433 145 288 277 129 98 3832 575 79 60 496 350 51 317 136 181 101 49 3257 45 146
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=18 0 16 2 3 16 0 16 12 16 8 20 20 0 21 15 12 22 21 18 22 21 22 5 9 12 18 6 6 20
split_gain=0.01091 0.11961 0.18104 0.151565 0.0563858 0.145101 0.0918814 0.0723838 0.112743 0.0698253 0.140793 0.104815 0.229686 0.0738356 0.0714653 0.0999494 0.048005 0.0563955 0.0472527 0.161242 0.176715 0.114624 0.397723 0.0429592 0.308944 0.113493 0.100741 0.069474 0.165339 0.0810134
threshold=13.781134552700001 86.692020874450009 22.654947022900004 289.38090566025011 87.399085362750014 18.554956610400005 94.743952975150009 20.804951349000003 153.14646283970004 22.554947256700004 8.543332867800002 41.873095646600007 43.276780833950006 86.780739992750014 14.92000767885 37.408632939650005 164.61452761535003 -0.23557500000000001 4.6633733285000014 13.453871405300001 -0.064729999999999996 5.4349223666500004 -0.080234999999999987 21.020044509750004 205.22231928645002 235.88806624395002 14.122113655700002 16.355382140900002 16.265380038000004 37.892416320650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 23 -2 5 6 -1 8 -6 10 11 13 -13 -9 15 -12 -10 -18 19 -11 -21 22 -20 27 25 -25 -27 28 -3 -29
right_child=1 2 -4 -5 7 -7 -8 9 16 18 14 12 -14 -15 -16 -17 17 -19 21 20 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.10418860486342219 -0.10614084512281148 -0.00040274878437013501 0.089448419451446867 0.027889340485602473 -0.070094138096809991 0.1002789664672042 0.046728767634254598 -0.005186135929914861 0.078845112867837686 -0.0034024192759440457 -0.003405758807283089 0.096767237729140351 0.0076687465344668932 0.026710550954751146 0.00099496746178525568 -0.10430809335079005 -0.10065296076166115 0.018310237623073433 -0.019393259138650365 -0.10408919307880077 0.021482370171696945 -0.00011983311905396741 0.094163798594585443 -0.10582931786992762 0.0034114126129408786 -0.088426703442222102 0.040186433719870331 0.032763097174735897 0.064639206971989174 -0.07162089809501615
leaf_weight=0.080608894111604878 0.23568550196091465 23.436246106322134 0.22098137112334271 0.13141544033533137 0.35581421131584434 0.19008621433749795 0.08075619234568876 1.5208284631371527 0.08149044693709584 5.9758162635807848 0.19086095919919888 0.50095575512386836 0.68489399502504966 1.3881415248906703 0.52888042572885752 0.2021420449600555 0.053131909002331668 0.15939934711650494 0.6925557150534587 0.33652852930390509 0.16802663508860849 18.605007508623203 0.55607026705002016 0.40935638327209689 2.5515454749984201 0.11405395081965253 0.13068766084325034 0.10264521978387975 0.39745818148367007 0.26973375779925846
leaf_count=43 30 2523 43 41 450 16 30 8 38 192 28 76 29 37 5 15 61 173 26 49 18 352 45 33 121 19 39 14 25 54
internal_value=-9.71634e-06 -0.00145496 -0.000701624 -0.0581605 0.0012411 0.0410775 -0.028661 0.000803592 -0.0322306 0.00148832 0.012301 0.0202498 0.0453079 0.0100348 -0.023006 -0.0553051 0.0135904 -0.0114301 -0.000571517 -0.0079859 -0.0622714 0.00184859 0.0311789 -0.00142837 -0.0123068 -0.0736212 -0.0197496 1.2264e-05 0.000681911 -0.0428477
internal_weight=60.3518 27.9998 27.6327 0.367101 32.352 0.351451 0.161365 32.0005 0.649836 31.3507 5.0167 4.09482 1.18585 2.90897 0.921883 0.393003 0.294022 0.212531 26.334 6.48037 0.504555 19.8536 1.24863 27.4117 3.20564 0.654098 0.244742 24.2061 23.8337 0.372379
internal_count=4633 2942 2871 71 1691 89 73 1602 722 880 198 150 105 45 48 43 272 234 682 259 67 423 71 2828 212 91 58 2616 2548 68
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=14 8 8 4 21 2 9 20 4 22 5 7 12 22 2 6 12 12 6 17 7 17 20 6 19 10 3 9 2 3
split_gain=0.0110431 0.0758984 0.0552517 0.013748 0.0340089 0.0192771 0.0413308 0.0259748 0.135653 0.0772716 0.0592256 0.073074 0.0504504 0.100888 0.0403823 0.16209 0.0368821 0.186329 0.101933 0.0535199 0.101395 0.0726613 0.052812 0.0316018 0.100062 0.0481586 0.0432346 0.0758013 0.0459119 0.0359672
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 156.40313730310001 1.1709819147500002 67.992056490600007 200.15236065845002 38.911218973650008 169.30632827135003 -0.13006999999999999 15.188638235750002 23.156313609200001 227.12825541940001 -0.057599999999999998 173.47633273965002 15.825369757250002 145.32166322050003 131.68113967665002 14.785345457250001 196.81899330385002 24.314922763450003 200.37850214585004 37.140760352250005 16.585387514950003 14.551174033150001 61.546871980350012 94.227769014100019 188.08209940425004 125.96573834520002 93.915907870950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -5 8 -7 10 -10 -12 14 -14 16 -16 17 19 -18 -11 -21 -22 -20 26 25 -25 29 28 -28 -9
right_child=3 2 -4 5 -6 7 -8 23 9 12 11 -13 13 -15 15 -17 18 -19 22 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.044487387317872523 -0.0084577213723982594 -0.090410481593512532 0.0047386099979074107 -0.027503122083565097 0.020180197498357033 0.073756387976312052 -0.00092465783857287917 -6.3809502526593687e-05 0.038553483837355906 0.0010398061012787414 0.037230217728596186 -0.10136957372004217 -0.083336993763422254 0.07022510057025233 -0.095143208525798814 0.075651690254820936 0.0036057751500338259 -0.074745524329807078 0.022662525459551372 0.080947001268698832 0.054680540470131378 -0.1011113492723576 0.088914370298595988 -0.015059986880161181 0.0026119253649618292 -0.1020706185216384 -0.10181068398305458 0.084071183111486508 0.017325836344153703 -0.021653882984383307
leaf_weight=0.1314136716100468 0.68535318444270288 0.14177266496699303 0.10715690415236168 0.79575587700351436 1.0499586496343907 0.28492287681989648 2.2099213849542423 46.67257158694315 0.062588648881348408 2.2335323695253768 0.048516236023374404 0.17616073015528855 0.051240184310027637 0.25921761543435184 0.16094187417033712 0.084865758458363416 1.683682379467655 0.31431593318325202 0.24061552597049729 0.23578353493940074 0.054049566664616577 0.067107092957563452 0.24066287465393543 0.10125937171863952 0.64235009725143755 0.17108524187642615 0.041233664884201882 0.16551320536382264 0.15008996411052067 0.78458304908872278
leaf_count=22 23 15 35 32 49 73 98 2654 189 87 123 63 63 58 71 15 114 47 25 18 6 35 16 217 37 61 125 23 116 123
internal_value=-8.9268e-06 -0.0169944 -0.0494516 9.93444e-05 0.00886979 -0.000163365 -0.00796133 0.00026335 0.00636073 0.00311337 -0.0474754 -0.0714406 0.00569645 0.0448801 0.0034079 -0.0361758 0.00532713 -0.00203634 0.0152069 0.00678586 0.0427414 -0.0316106 0.0557917 -0.000512226 -0.0189243 -0.0697195 -0.000159998 0.034518 -0.00835022 -0.000420746
internal_weight=60.0482 0.380343 0.24893 59.6679 1.73531 57.9326 3.00568 54.9269 6.1982 5.91328 0.287266 0.224677 5.62601 0.310458 5.31556 0.245808 5.06975 2.90479 2.16496 2.59047 0.35694 0.121157 0.481278 48.7287 0.914695 0.272345 47.814 0.356837 0.191324 47.4572
internal_count=4633 72 50 4561 72 4489 130 4359 1003 930 375 186 555 121 434 86 348 193 155 146 59 41 41 3356 315 278 3041 264 241 2777
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=13 23 17 10 20 6 19 21 12 8 22 20 22 22 7 18 21 3 21 20 15 16 10 13 16 7 21 21 16 10
split_gain=0.0103073 0.0258594 0.0194716 0.0189338 0.0170336 0.0158625 0.0161451 0.0166436 0.0293163 0.027505 0.0221583 0.018884 0.0301072 0.0151961 0.0125113 0.0115167 0.0943704 0.143166 0.0561257 0.0824976 0.040959 0.0944148 0.0400381 0.318609 0.138196 0.218751 0.101234 0.0808475 0.140958 0.0698345
threshold=95.937628385050019 0.079745000000000024 218.22336811130003 78.290589216800015 44.202975721700007 1.8500432259500001 9.4507625164000029 18.870920756500002 216.20511703005005 1.3489472949000001 0.63131000000000015 44.131787411600008 -0.11534 0.20852500000000004 26.709562027450005 15.329371696850002 11.772995266200001 81.699554126200013 6.7841715403000018 41.935569238650011 19.846565044850003 14.184966829400002 71.053259929650025 108.06526301150002 18.124957616000003 24.021206791900003 12.156412995750001 7.1419463046500011 14.969964993700001 70.182199495350019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 8 -8 10 -10 12 -11 14 -4 22 18 -18 20 -20 21 -17 24 27 25 26 -2 -24 -29 -26
right_child=15 2 13 5 -6 6 7 -9 9 11 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=0.040582923427594959 -0.057231521915448363 -0.10030743327938374 0.10013741316024437 -0.10020779254993771 -0.10029555243959989 -0.10027283505035173 -0.10019973159517392 0.083467451588153052 -0.10015550909991651 0.061470692327956593 0.094133417061842015 0.086653111398200214 -0.10030868001134835 0.096338800967428861 -0.10022222818862392 0.0043647952370327488 -0.032100393467849868 0.097726303309914539 -0.088730330899686516 -0.0078885729183312981 0.0012555621348529003 0.078460766213144739 0.0010526237247436459 -0.10130543014251983 0.00062523354227435139 0.10294202961134323 0.068971360861734707 -0.0040453314485548826 -0.090393156078719894 -0.026486410648914539
leaf_weight=0.01175120996356227 0.19481220657800591 0.055137531967311304 0.0040285671129822722 0.012410645118077213 0.031828988383495016 0.011291643522579164 0.021379816959324671 0.036747163569089025 0.025248718122725222 0.032219453172046997 0.0076481429932755409 0.060699962399667129 0.017891020227352783 0.010608813042807697 0.013767612316485156 0.6516993042750937 0.1304057356146594 0.24362636461501097 0.15935876175171948 0.60725092676602799 8.047554571222916 0.23361514549287676 6.5323521344519113 0.34336806556348154 40.112155082362051 0.33167830914317165 0.094340534460002345 0.59857154882683961 0.2763323379481335 0.97312540348866505
leaf_count=31 374 470 1 100 54 75 134 18 123 41 4 18 27 12 105 98 62 21 56 46 298 38 188 175 1703 7 59 62 126 107
internal_value=-9.13175e-06 -0.0170547 -0.0656561 -0.00196732 -0.0623083 0.0096923 0.0160919 0.022602 0.00905379 0.0253078 -0.0549856 0.0491449 0.00371035 0.0016064 -0.0548663 9.18471e-05 0.00317374 0.0524624 0.00127306 -0.0246935 0.00350149 0.0239171 -0.000535883 -0.00713606 0.000690688 0.0475186 -0.0160559 -0.00277078 -0.0313177 -1.69193e-05
internal_weight=59.8829 0.352659 0.0835425 0.269117 0.0435802 0.225537 0.213126 0.201834 0.165087 0.143707 0.0328969 0.11081 0.0501105 0.028405 0.0177962 59.5302 10.0735 0.374032 9.69948 0.76661 8.93287 0.885314 49.4567 7.75062 41.7061 0.620831 0.289153 7.40726 0.874904 41.0853
internal_count=4633 1213 588 625 85 540 440 365 347 213 127 86 68 118 106 3420 619 83 536 102 434 136 2801 551 2250 440 433 376 188 1810
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=20 20 12 3 17 8 7 9 18 7 9 5 3 5 13 21 21 20 21 6 5 7 23 3 19 5 21 20 20 16
split_gain=0.0120067 0.0635459 0.115321 0.0549453 0.0637371 0.0571214 0.0718384 0.073617 0.0516875 0.0402855 0.0451656 0.0325972 0.0285063 0.0356345 0.0183557 0.0153024 0.089847 0.0582526 0.0660037 0.0690989 0.0649972 0.0444171 0.163923 0.109486 0.0562719 0.0382185 0.0384475 0.0374463 0.0660238 0.0326128
threshold=36.558960102350007 37.041406607950009 179.47323713510005 89.732667019950014 185.88129754265003 8.1436447804000007 24.040556609400003 196.40176798710004 12.783127173500002 26.093307009050005 205.93480238635001 17.687678651600006 97.077534632350009 27.019230906650005 113.0174028878 1.2135331028500003 1.7791739561500002 37.572218886150004 0.54612131245000006 14.815346158200002 21.363989181350004 23.473156321500003 0.091885000000000022 89.103567817450013 14.151141757350002 16.043149448600001 0.87557407920000008 42.081757894750005 38.983591653800012 22.714946882600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 8 6 -1 -8 12 -9 -11 -7 -5 -14 -10 17 27 -3 21 25 -21 23 24 -19 -23 26 -20 28 -17 -18
right_child=1 15 -4 4 -6 11 7 9 14 10 -12 -13 13 -15 -16 16 29 18 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0975479195519557 -0.091066741569150289 0.070144373854729464 0.012451743622854856 0.10038107653098315 0.093312230082549907 0.0041330160109785243 -0.10077177553164909 0.074161792743651603 0.026156745845682366 0.069381211027067791 -0.10093650624049066 -0.020412072670868444 -0.1009084676620759 0.08327078391305924 -0.10229806370736157 -0.10130341922784541 -0.00037391826633155815 0.079821384848761043 -0.084454589892834317 0.081487404346870712 0.0076908972601030141 -0.087330110747064357 0.010636408699434784 -0.00092689351493393981 -0.00089072941596658988 -0.10250066540038816 0.070497444668528239 -0.10185595465727454 0.007348910260310447 0.028130212689748069
leaf_weight=0.13263913467395916 0.21239375392330018 0.13694389940687246 0.21814375916704876 0.049033245695227268 0.14832415861042136 1.7267081732486533 0.051118459618293421 0.10520790050009055 0.014729390199136105 0.027576573470923904 0.035760918609071268 0.78798184551669681 0.021719007467254414 0.020345235592230893 0.045449811837897869 0.085176755332723952 51.605640013937233 0.18703949482915128 0.025432120355162513 0.28257969976402819 0.20661659331744886 0.32528875596815943 0.74368650806940195 1.6423176109419726 0.098002963233739138 0.048998581434716471 0.043236020898916649 0.10233990799343928 0.16286296959128777 0.40454193587174714
leaf_count=36 54 42 38 8 34 41 229 17 30 5 39 38 51 44 41 25 3171 31 21 24 38 122 39 158 18 17 35 27 69 91
internal_value=-8.86455e-06 -0.000344512 -0.0386162 0.00598325 0.0467317 0.00172504 0.0394362 0.00434674 0.00106022 0.0362283 -0.0267817 -0.00355822 0.0485693 -0.0118264 -0.0708576 -5.08009e-05 -0.000492206 0.00612871 0.00369571 0.0337696 0.0503188 -0.00239531 -0.0176393 0.00732908 -0.0673172 -0.035033 0.013109 -0.0509612 -0.0299623 -0.000152209
internal_weight=59.6978 56.5312 0.430538 3.16659 0.299601 2.86699 0.352303 0.219664 0.151277 0.168545 0.0633375 2.51469 0.0910975 0.0420642 0.0601792 56.1007 52.3606 3.74014 3.6032 0.606863 0.489196 2.99634 1.16698 1.82936 0.423292 0.117667 0.0686681 0.35038 0.24804 52.0102
internal_count=4633 4020 92 613 208 405 326 290 174 61 44 79 103 95 71 3928 3383 545 503 135 62 368 179 189 140 73 56 121 94 3262
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=18 10 2 5 6 20 18 5 22 0 12 7 6 5 20 20 12 0 17 18 6 0 3 5 6 7 7 7 12 23
split_gain=0.0112008 0.0296944 0.0380786 0.0183878 0.0199616 0.0224857 0.0193752 0.0148247 0.0577874 0.0390483 0.0240304 0.014356 0.0120164 0.0119564 0.0117937 0.0568671 0.096579 0.0486642 0.0567751 0.0459338 0.0321807 0.155504 0.0259457 0.0317844 0.0178575 0.0402969 0.0497481 0.0210376 0.0173258 0.107913
threshold=17.327266398450003 83.75622459600001 266.28898953815008 11.452575093200002 3.6650856341500009 42.498713093000006 17.370891598500005 12.679739965100001 -0.15734499999999998 106.56510337475001 216.20511703005005 21.833224794850004 10.220238794250003 13.252098438300001 36.558960102350007 37.041406607950009 179.47323713510005 89.861713010250014 185.88129754265003 12.783127173500002 15.400359826950002 93.72771580185001 97.077534632350009 27.019230906650005 13.185308072600002 23.960918281000001 24.872345000050004 25.290974689350005 114.82338089645002 0.10602000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 6 -6 -3 8 11 -10 -11 -1 -4 -9 17 16 -16 18 19 22 21 -19 -15 -24 -23 -26 -27 -28 29 -17
right_child=1 3 12 -5 5 -7 -8 13 9 10 -12 -13 -14 14 15 28 -18 20 -20 -21 -22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.05633124096902449 0.068992943840967214 0.085985552355231809 0.015629685742759462 -0.10021953720719901 -0.059907491484883169 0.075589082693626602 -0.10018019543248813 0.01311903652025378 -0.095713630522211143 -0.10028052898432237 0.042657770764853976 0.042416606859327306 -0.10048553779128847 0.10034410584687954 -0.088436659999803713 -0.0015373287661315767 0.0096866218633856385 0.079441543741832613 0.091879269650200004 -0.069114599983712249 -0.01629979102517929 0.0060695656340696291 -0.10082171119451717 0.080509688741077362 0.0016684366074863543 -0.10168894150198485 0.034508325148713541 -0.044005325711909633 0.00081514440209133382 -0.048230997019919876
leaf_weight=0.017031586969096679 0.13989291527832382 0.0070694256935439617 0.016644033587340346 0.022844337665446801 0.017435039429187782 0.041164043463652433 0.026722110557989787 0.68737946435066888 0.11026971997369983 0.016047048895899252 0.044040722459776305 0.10858586388410174 0.019186188394087367 0.044382631164580189 0.19506811049700346 13.140009389355409 0.20649173174842872 0.26739063444256395 0.13619959007587568 0.055844043956312817 0.72053094868897449 1.0838227816648212 0.019668221073061432 0.019008953742286394 0.51999004417228878 0.10007258029509103 0.06142702218494378 0.076791383622548892 41.117426819868115 0.51431753325232499
leaf_count=10 45 13 24 65 205 96 308 48 318 103 37 154 18 8 39 518 22 20 34 71 23 31 51 44 6 22 8 35 2203 54
internal_value=-8.50426e-06 0.0195639 0.0454341 -0.0198858 -2.26752e-05 0.0352747 -0.061233 -0.000104599 -0.022429 -0.0603721 0.00448465 0.0290281 -0.0465471 7.45636e-06 -0.000147191 -0.000484671 -0.0379793 0.00584929 0.0460017 0.00101738 0.00194612 0.00817829 0.0481696 -0.0117014 -0.00216592 -0.013937 -0.0479907 -0.00911229 -0.000209778 -0.00329614
internal_weight=59.5528 0.290958 0.175723 0.115235 0.0923906 0.0585991 0.0337915 59.2618 0.295975 0.170357 0.0600878 0.125617 0.0358302 58.9658 58.2784 55.1733 0.40156 3.10513 0.275103 0.138904 2.83003 2.10949 0.0830598 0.0386772 1.8421 0.758281 0.238291 0.138218 54.7718 13.6543
internal_count=4633 774 87 687 622 301 321 3859 622 458 140 164 42 3237 3189 2836 61 353 208 174 145 122 103 95 102 71 65 43 2775 572
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=20 22 2 20 14 20 20 12 0 8 22 9 20 22 22 20 20 9 12 16 7 20 20 2 9 23 9 10 3 21
split_gain=0.0116828 0.0754747 0.059792 0.0262716 0.0181281 0.0159776 0.0455474 0.0917972 0.0454484 0.062721 0.0219733 0.114634 0.0231854 0.0640925 0.030532 0.0130286 0.098898 0.132116 0.0667715 0.125353 0.0510428 0.0321603 0.0301945 0.0313927 0.0942724 0.0272491 0.0249163 0.0231077 0.0566533 0.0360466
threshold=33.96174662340001 0.15915000000000004 131.42729508740004 31.914316944300001 204.66714911055001 36.558960102350007 37.041406607950009 179.47323713510005 89.861713010250014 8.6432548896500023 -0.033594999999999993 205.93480238635001 35.119813570500007 -0.043559999999999995 -0.057599999999999998 38.474425342400004 38.751720283100006 201.81004550795004 145.32166322050003 18.684956306450005 24.374195395050005 38.110427674550003 38.983591653800012 54.465024697200008 192.57902085675002 0.093325000000000033 192.39832633775004 61.821094709650005 94.297668925450012 16.464809133250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 9 -2 12 -12 -10 14 -14 18 17 -17 20 26 21 -8 -18 24 -24 -21 -20 28 -25 -30
right_child=5 -3 -4 -5 -6 6 15 -9 10 -11 11 -13 13 -15 -16 16 22 -19 19 25 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=-0.1010202533818805 0.089055764548000516 -0.090548422158389208 -0.087009628229984703 0.080429075532377547 0.077108860321276312 -0.085823537157295612 -0.0011878774258623933 0.010210141560274881 0.0061249427298471987 -0.018454099224667512 0.067828563305503922 -0.0096416710839345703 -0.10183788701335435 -0.00050910876362845775 0.00026278903218861948 -0.10764410011090675 0.018855433131844998 0.019746113824381222 0.037936115264733707 0.037305086782374777 -0.023201416459667584 0.018958261513596295 0.041749916415212411 -0.083442479305239639 -0.080866731938711842 0.09302933768822956 -0.095363638927786709 -7.6037122995733421e-05 0.011824829298946966 -0.10067587354330748
leaf_weight=0.015560390936677382 0.14809854729719463 0.097429682876448709 0.038432134907000481 0.094425874756780104 0.0090280054431346457 0.18399756246070254 2.15554447102113 0.21683904105248075 1.0781304709682618 0.085645933286286891 0.28983446271706692 0.56014708145482928 0.11105050573530695 0.49832418560981728 0.039780173217877746 0.19568618703021812 0.82314676604374781 0.1394086205508529 0.017752818197777631 0.15842951242666459 0.71314111790354662 1.2529879713620173 0.10063105408335005 0.115027688097597 0.16636162099894136 0.19670937698538182 0.066733561058754276 49.580495846852116 0.25901757260359659 0.031999447899579536
leaf_count=48 87 65 157 32 12 54 60 38 40 19 42 20 85 2 4 32 52 21 50 28 51 16 12 18 40 19 80 3098 316 35
internal_value=-8.55878e-06 -0.0213722 0.0214349 0.0564538 -0.0356174 8.34423e-05 -0.000283453 -0.0338726 0.00744142 0.0496633 0.00361212 0.0167748 -0.00286514 -0.0177961 -0.0749098 -4.29137e-05 -0.000497348 -0.0546463 0.00507916 0.0421256 0.00112771 0.00621791 -0.000142098 -0.000453275 -0.0346518 0.0681704 -0.0673538 -0.000270611 -0.0240292 -0.000545445
internal_weight=59.4398 0.254876 0.157446 0.119014 0.0245884 59.1849 56.3739 0.400837 2.81101 0.233744 2.57727 0.849982 1.72729 0.649155 0.150831 55.9731 51.4118 0.335095 4.5613 0.439625 4.12167 3.40853 51.0767 50.2535 0.266993 0.355139 0.0844864 49.9865 0.406045 0.291017
internal_count=4633 314 249 92 60 4319 4020 92 299 106 193 62 131 91 89 3928 3624 53 304 177 127 76 3571 3519 52 47 130 3467 369 351
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=20 22 2 22 15 20 21 23 20 12 16 8 18 17 23 23 21 21 23 23 22 22 16 17 23 2 20 20 20 16
split_gain=0.0102519 0.0662652 0.0522636 0.0138625 0.0379539 0.013169 0.0398061 0.0384323 0.0383583 0.0812272 0.015921 0.0725573 0.0666604 0.0196416 0.0205608 0.0134143 0.0121278 0.0768397 0.0505953 0.054548 0.0647618 0.111607 0.082624 0.182502 0.0817044 0.0591411 0.0509206 0.0362361 0.0610486 0.0258851
threshold=33.96174662340001 0.15915000000000004 131.42729508740004 0.11061500000000003 36.136500007950012 36.558960102350007 1.5118825371500002 0.085855000000000029 37.041406607950009 179.47323713510005 19.274954926800003 8.1436447804000007 15.589604336850003 205.45998821870003 0.094385000000000011 0.093325000000000033 1.2135331028500003 1.7791739561500002 -0.093130000000000004 0.10685000000000001 -0.097799999999999984 -0.24399499999999999 22.624947093000003 188.27285108100003 0.094385000000000011 156.09660346185004 38.396531328800009 42.081757894750005 38.983591653800012 22.714946882600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 -8 9 -7 11 12 13 14 -2 -9 18 27 -10 20 21 24 23 -22 -20 -21 -25 28 -18 -19
right_child=5 -3 -4 -5 -6 8 7 15 16 -11 -12 -13 -14 -15 -16 -17 17 29 19 25 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.10046612927234498 -0.10029283196687105 -0.088048471963164399 -0.084464930484482073 0.10074217494995474 0.069687405738167049 -0.082811706024497389 -0.0217432648043159 0.096837093669670429 0.064081446519758473 0.0092002160581762023 0.0054962237964011869 -0.10161321436963991 -0.10087245709896075 0.10052462534727509 0.060189191165728573 0.040925873310708412 -0.10119276504858402 -0.00031861091662881413 -0.099394485485990003 -0.0051914779450193465 0.0038956112959849182 0.073438967544833492 0.0083395071067362807 -0.0035257356362981026 0.050621002849919376 0.08551220503044156 -0.094401272264639513 -0.10168271142838381 0.0069251797044696034 0.025346740841203214
leaf_weight=0.017422481316958449 0.01198625461620384 0.090536401276999356 0.035770343859010012 0.04094730232850452 0.052950937475543469 0.17223950792738563 0.061211416350374637 0.091120482344535958 0.14187709278735416 0.21659163035292295 2.3397469535266282 0.075191954061097022 0.032654890443026829 0.058627233185688965 0.023905621201265603 0.081105807584400225 0.077036432037245528 51.525070599528718 0.083627370892827457 0.13077098169037515 0.72575790151310504 0.27565534274163006 1.6335694239496659 0.074740865987166671 0.064159404428210109 0.1596397646997616 0.35229240049261534 0.092216380994756264 0.16215441067140546 0.39598640064468682
leaf_count=79 63 65 157 3 10 54 21 17 132 38 52 25 63 3 13 42 25 3171 63 18 63 70 49 37 13 26 74 27 69 91
internal_value=-9.89095e-06 -0.020739 0.0206908 0.0544801 0.0275622 7.35142e-05 0.00679784 0.0463174 -0.000258088 -0.0315581 0.00316882 -0.0237405 0.0223019 0.0648568 0.00659549 0.0705071 -4.03494e-05 -0.000429241 0.00553901 0.00316606 -0.000588938 0.035848 -0.00612625 -0.026625 -0.0342675 0.0446686 -0.0784959 -0.048428 -0.0278965 -0.000122869
internal_weight=59.2966 0.237627 0.147091 0.111321 0.0703734 59.0589 2.77555 0.233438 56.2834 0.388831 2.54211 0.202366 0.127174 0.0945191 0.0358919 0.172226 55.8946 52.2525 3.64209 3.50021 3.2098 0.423442 2.78636 1.15279 0.147787 0.290411 0.427033 0.331407 0.239191 51.9211
internal_count=4633 314 249 92 89 4319 299 80 4020 92 219 167 142 79 76 59 3928 3383 545 413 369 146 223 174 76 44 111 121 94 3262
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=14 3 22 4 8 4 7 7 18 9 12 21 18 7 21 19 16 17 17 7 17 18 7 17 3 13 7 12 4 22
split_gain=0.0113722 0.0669302 0.0710576 0.0148064 0.03338 0.014579 0.0138422 0.143824 0.0932073 0.12149 0.0585106 0.053062 0.103087 0.132185 0.0486795 0.111531 0.122361 0.0568474 0.0517712 0.104373 0.0685488 0.0426527 0.059437 0.0541335 0.17137 0.10958 0.0391224 0.0761882 0.0363675 0.0345374
threshold=144.12207640715005 87.399085362750014 -0.11051999999999999 156.40313730310001 8.3434888241000014 157.77812180380002 23.109894804950002 23.080728504150006 13.391483899700001 190.64005357525002 117.26476561030002 16.027392061700002 13.317304170000002 25.662597900150004 15.678076857950002 14.351157895250003 22.604947139800004 183.93802912725002 192.19686994285004 22.907491544400003 191.06791329340004 13.258241318650002 22.835261448650005 188.13858192940003 93.292185584700022 117.60122400020002 22.276766275150006 219.88098848225005 271.42658756670005 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 7 8 14 10 -10 -8 -13 -14 18 16 17 -16 20 -20 21 22 23 29 -25 -26 27 -12 -28 -7
right_child=3 2 -4 5 -6 6 11 -9 9 -11 26 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.051869754790200451 -0.0063955209742930412 0.014989976658787636 -0.094490028963906458 -0.011339879201881809 0.021837947861450095 0.0023786238506658293 0.0012328351592888001 -0.07946436381163921 -0.10266039051965679 -0.077913516901073315 -0.10036495859311237 0.10031593765558439 -0.10322560824718391 0.044573474790323586 -0.034926132576259254 0.082164066400594427 -0.10314182187950843 0.10012230856754188 0.073866346588588899 -0.0002318019253009909 -0.031655814894108944 0.034233765965226919 -0.021464689559751629 0.094914847563774329 -0.01850693300432335 0.05796115710217814 0.096181727779314538 0.033622480051354944 -0.0037223927830222162 -0.013472035979861276
leaf_weight=0.096907495521007969 0.75323793081037027 0.1054755414443207 0.13537391846330138 1.1471102409604998 0.94300489059241954 5.3417401924891053 42.522025454532468 0.24019257475629352 0.045970349755919737 0.35588313321659371 0.065062242840213003 0.046257360081653043 0.20833465169516785 0.085282573238174564 0.051957420590043379 0.22815412393902079 0.095238304696977139 0.077905801458655333 0.27511798210616767 0.6151315012921259 0.74664699002460189 0.34633139069410468 1.2902305330371735 0.24996187130454905 0.70125457662720692 0.25574388547966009 0.089407461273822264 0.12204607432249759 0.061501992710304876 1.8510028239040197
leaf_count=9 37 36 27 18 35 539 2859 16 20 43 107 2 86 78 39 24 6 8 49 17 28 34 34 21 35 40 31 87 54 214
internal_value=-1.17326e-05 -0.0183086 -0.0465453 9.33464e-05 0.00930052 -0.000180093 4.86349e-05 -0.00279532 -0.00136404 -0.0358218 0.00318921 0.000918272 -0.0384371 -0.0602966 0.000738337 0.0328919 -0.0170484 0.0460903 -0.000510151 0.0226671 -0.00242369 -0.000248969 -0.00148143 0.00158809 0.0211856 0.00192805 0.0175847 -0.0129683 0.0554666 -0.00170043
internal_weight=59.1495 0.337757 0.240849 58.8117 1.69624 57.1155 55.9684 13.1065 12.8663 0.739871 0.383988 42.8619 0.339875 0.293617 12.1264 0.453256 0.225102 0.129863 11.6732 0.890249 10.7829 10.0363 9.68993 8.3997 1.20696 0.956998 0.338018 0.187108 0.150909 7.19274
internal_count=4633 72 63 4561 72 4489 4471 1446 1430 342 299 3025 166 164 1088 77 53 47 1011 66 945 917 883 849 96 75 279 194 85 753
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=13 23 18 18 22 6 7 0 20 17 16 7 19 19 10 7 6 16 12 17 13 20 20 23 9 15 19 13 22 23
split_gain=0.0100696 0.0214674 0.0174693 0.0161272 0.0143576 0.0144655 0.0131842 0.0179621 0.0117896 0.0552434 0.117524 0.104351 0.0913947 0.0754657 0.0447517 0.0442377 0.043736 0.0549575 0.0226403 0.155238 0.10922 0.0274271 0.125666 0.144546 0.126255 0.0280595 0.0264643 0.0868623 0.0196438 0.018136
threshold=95.937628385050019 0.079745000000000024 14.693728290050002 19.345059715200005 -0.24023999999999998 1.8500432259500001 21.350715310200005 101.80384402570002 43.477771593600004 188.27285108100003 22.624947093000003 22.580797808900005 13.051052998800001 14.351157895250003 62.186725015400008 22.276766275150006 13.775321858200002 16.354961755000005 320.44300889460004 204.04920942250001 115.13321943645001 42.91168285345001 43.157831852650006 0.085910000000000028 198.91155909545003 37.261389050600009 14.651182102100002 117.60660091645001 -0.06828999999999999 0.18642000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 -7 -8 18 11 12 13 16 15 -14 -10 17 -11 21 -20 -21 26 23 24 -23 -24 29 -28 -22 -2
right_child=8 3 4 -5 5 6 7 -9 9 10 -12 -13 14 -15 -16 -17 -18 -19 19 20 28 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.076877898888505297 -0.00024532101289348484 -0.088944015322166059 -0.10018210295436353 0.033928198092796735 -0.10018064115409991 0.10008711086930494 -0.10019687065037207 0.020697903151063693 0.00044207527338559639 0.062723901046326386 0.087924230955053001 -0.10090115300539629 -0.03947864563207569 -0.10153091040722483 0.0059686547415382122 0.10027056599739498 0.09955194461493358 -0.10068095831440532 -0.089122175857488495 -0.071832099185486178 0.035334312229853192 0.084572569888885396 0.0070760577643945045 -0.10277713747850864 -0.077145100105395936 -0.011222360149371918 0.058246965558928221 -0.0050359734922304023 0.10026869333594231 0.0082248069098339715
leaf_weight=0.028490188308296527 47.15356663220058 0.057930333966567993 0.011844346922142535 0.013096977258465259 0.010625879468754817 0.018410703632980585 0.013380326170135959 0.15078399351168059 0.81831958977295405 0.067942103902169815 0.19649754237616424 0.12113531864088145 0.24545956642623457 0.07079302410420496 1.8471222069601934 0.046935837462569907 0.14746986985983312 0.029527588426844886 0.19854569406652345 0.077596629985237087 0.089018059137742966 0.10421953970694575 1.7953135711092048 0.27808888504114293 0.089935730269644409 1.5716197761485089 0.33285937921027553 0.62260157738637645 0.097742423415184021 2.6711106293441835
leaf_count=68 2030 413 97 175 96 8 24 332 351 18 11 147 37 13 135 10 5 61 104 73 25 34 55 59 28 32 31 33 26 102
internal_value=-1.00941e-05 -0.0181462 -0.00350459 -0.0662872 0.00669033 0.0132422 0.0198435 0.0108443 8.40469e-05 0.00563561 0.0136467 -0.0135665 0.00740274 -0.00226445 0.000637692 0.00585728 0.0651983 0.0132218 -0.000277899 -0.0223003 0.0278864 -9.12581e-05 -0.00824101 -0.0565495 0.00966244 -0.00146529 0.000524895 0.0170103 0.0693182 0.000208764
internal_weight=58.978 0.304563 0.233535 0.0710273 0.205045 0.193201 0.182575 0.164164 58.6734 3.5912 2.53402 1.05718 2.33752 0.936048 2.09258 0.865255 0.24494 0.0974697 55.0822 0.462903 0.264357 54.6193 3.83918 0.472244 0.194155 3.36693 50.7801 0.955461 0.18676 49.8247
internal_count=4633 1213 625 588 557 460 364 356 3420 788 267 521 256 374 172 361 84 79 2632 228 124 2404 208 121 62 87 2196 64 51 2132
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=18 16 18 15 6 12 14 20 10 15 18 3 2 14 16 20 5 22 3 16 3 21 21 21 23 19 18 16 16 6
split_gain=0.0112749 0.0277823 0.0355337 0.027977 0.0275808 0.0196163 0.0122234 0.0376502 0.0150034 0.0190576 0.0109814 0.115492 0.121278 0.0780687 0.0685295 0.140339 0.0793281 0.212647 0.0492844 0.116203 0.0660415 0.0491537 0.169175 0.115364 0.120315 0.0938344 0.236915 0.125293 0.100932 0.242846
threshold=17.327266398450003 17.684958644900004 17.549283450150003 20.343341900300004 3.6650856341500009 172.53297924300003 366.02505068985005 45.044778924400006 83.75622459600001 20.268860138950004 13.781134552700001 92.90235915575002 289.38090566025011 385.54727331575003 22.624947093000003 42.844429421150004 22.327062271350005 -0.082275000000000001 87.399085362750014 18.554956610400005 84.850427055100013 8.9448347342500032 9.8787602961000029 7.961078016750001 0.087475000000000011 12.851036860900001 14.194363735100003 15.184964490950003 15.774963111300002 14.845346859150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -4 -6 8 -8 -7 -10 18 14 -13 -14 16 -16 21 -18 19 20 -1 23 -23 -12 -25 27 -27 -24 -29 -30
right_child=1 -3 3 -5 5 6 7 -9 9 -11 11 12 13 -15 15 -17 17 -19 -20 -21 -22 22 25 24 -26 26 -28 28 29 -31
leaf_value=0.03965649956436456 0.073715877845855524 0.10022611208442039 -0.10016237426923985 -0.1003492758875828 -0.10127370997031016 0.092855321509915587 -0.10021200628110193 0.093591083358610147 -0.10017807399862909 0.1002897599599782 -0.0011355345238628519 -0.10559552196731883 0.10114408795557871 -0.06100104178727711 0.079915364921582355 -0.0020617209763055646 0.053880467422262546 -0.095871922119461064 0.00077808257381198028 0.10015196259580156 -0.10290934400074819 -0.096207998757195046 -0.012484005209680536 0.0039365696538490617 0.07344923464775592 0.0089501345100147772 -0.08077273666354573 0.094434625346207418 -0.10165718759372694 0.10433908596530375
leaf_weight=0.06900441002267399 0.059988598219096079 0.037531219320953824 0.021654767346208637 0.031804436091505295 0.011531353326212468 0.047029781620949507 0.020951806108826077 0.019219333495129831 0.010776105816901804 0.0084691997617483139 21.420116475267296 0.21216999153875704 0.059780614450573921 0.059000554945669137 0.31629625055938859 0.61463034967891872 0.14386004944935848 0.27817736844099172 31.423470626770865 0.15749526605941355 0.061408864715531308 0.22824256708554402 0.75613419152205119 0.58998460525344742 0.43081848471138073 0.76137819071300306 0.47972892652751398 0.26411330937753519 0.11186796955007594 0.11716840416193008
leaf_count=30 72 17 284 48 127 12 103 7 103 1 1291 30 2 39 57 11 40 56 1602 16 43 64 211 34 47 22 162 31 70 1
internal_value=-1.07001e-05 0.020417 0.00747407 -0.015705 0.0035746 0.0226155 0.0360365 -0.00748956 0.0624188 -0.011959 -0.00010453 -0.00159298 -0.0603015 0.0206039 -0.000860134 0.0257912 -0.00182999 -0.0448258 0.00115544 0.0423412 -0.0274748 -0.00110876 -0.0138078 0.000429685 0.0332736 -0.00625591 -0.0257307 0.0130914 0.0523056 0.00372457
internal_weight=58.8238 0.268957 0.231425 0.171437 0.139632 0.117978 0.106446 0.0401711 0.0662751 0.0192453 58.5548 26.8435 0.330951 0.118781 26.5125 0.930927 25.5816 0.422037 31.7114 0.287909 0.130413 25.1596 2.71863 22.4409 1.0208 2.49039 1.24111 1.24928 0.49315 0.229036
internal_count=4633 774 757 685 637 353 226 110 116 104 3859 2168 71 41 2097 68 2029 96 1691 89 73 1933 561 1372 81 497 184 313 102 71
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=14 0 22 8 22 22 8 4 8 2 19 22 20 8 22 12 15 18 21 12 2 18 20 15 5 18 15 2 5 15
split_gain=0.0115759 0.0529423 0.063465 0.0138535 0.0417872 0.0448176 0.0378042 0.0135508 0.029461 0.0133029 0.0368764 0.1489 0.023179 0.135451 0.0971783 0.0791644 0.0705228 0.0745279 0.0715828 0.0637818 0.164466 0.0356057 0.167187 0.146751 0.0397217 0.0655924 0.0394124 0.0909484 0.0371325 0.104813
threshold=144.12207640715005 92.168410086200012 -0.08158 8.9430209551500024 -0.088039999999999993 -0.122095 9.6424751081000029 156.40313730310001 8.3434888241000014 71.708303056200009 12.651020723000002 -0.056184999999999992 39.656620114300004 8.7431769115000026 -0.13006999999999999 100.38148940995002 18.939493156800005 13.328768336950002 3.2312802480000005 232.35148227425003 229.44804549725004 14.668863553700001 38.238138001450004 31.890196708700007 19.688300142250004 12.98549864095 38.469938489650012 154.46567853970001 18.160071980500003 29.712811603950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 8 -2 10 -9 -12 13 14 16 -16 -11 18 -18 21 -21 23 -23 28 -25 -26 -27 -28 -17 -30
right_child=3 -3 -4 4 6 -7 -8 9 -10 12 11 -13 -14 -15 15 19 17 -19 -20 20 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=0.0091230447843556051 -0.0055370638167862619 0.045661605742978013 -0.096055950589549396 -0.049632766251731686 -0.086975995296354372 0.064384146858646615 0.030247107373709226 0.00063525706875083268 0.021197737206596276 0.070533125617601736 -0.092385099764042758 -0.0022132853612588663 -0.00046789106621249779 0.097335797730138646 0.072297325017505923 0.086760999918739132 -0.08453546009728248 -0.085068899214822108 0.097845261310128676 0.096324460230897094 -0.063603217176448609 -0.090364014759741818 0.0025783666378138524 -0.013403346993562194 -0.00080640070004143409 0.062081876155821364 0.066140080339312943 -0.034906951850914858 -0.10143740105765289 0.10032813391852997
leaf_weight=0.11245388892712072 0.75298386868072842 0.090822664322331548 0.11711638113774725 0.058820819253014633 0.11332939943008469 0.083296327880816534 0.036331036438014053 2.6080421228174937 0.91071409941650927 0.047602784971230494 0.23190149208130628 0.87068247541901611 45.697596146904118 0.15778059916192422 0.17846956445543938 0.26884520610292373 0.037261665643654851 0.27019380675599791 0.050941784747919883 0.21747619169096344 0.091296958423499941 0.22400026613401269 1.4233925623679651 1.2259955031913707 1.9525453597307207 0.30421069171279658 0.16970174887683243 0.1874764370295452 0.0438930398838977 0.062276788055896759
leaf_count=39 37 9 24 33 54 24 34 71 26 205 71 35 3077 15 21 27 113 123 14 23 108 214 78 24 17 24 20 21 42 10
internal_value=-1.04805e-05 -0.0189664 -0.0445345 9.37344e-05 -0.0216415 0.0171937 -0.0585193 0.000203104 0.00909766 -5.96341e-05 -0.0058466 -0.0211787 0.000348518 0.00574501 0.00360586 0.00663866 -0.0438252 -0.0590144 0.0207983 0.0047398 0.0490376 0.0024066 -0.0100592 0.00727883 0.00144764 0.0084131 0.0356308 0.0131023 0.0669866 0.0169136
internal_weight=58.5975 0.320393 0.22957 58.2771 0.291778 0.142117 0.14966 57.9853 1.6637 56.3216 3.71063 1.10258 52.611 6.91336 6.75558 6.34958 0.406 0.358397 0.0882035 6.17111 0.308773 5.86234 1.64739 4.21494 3.83993 2.61393 0.661389 0.357178 0.375015 0.10617
internal_count=4633 72 63 4561 145 57 88 4416 63 4353 177 106 4176 1099 1084 629 455 250 127 608 131 477 292 185 106 82 65 41 79 52
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=8 9 7 20 22 15 19 22 20 18 5 23 23 15 17 16 19 4 12 4 2 9 8 4 14 23 22 22 9 7
split_gain=0.00944749 0.0351112 0.0439398 0.0291206 0.0234922 0.0301719 0.0348627 0.0115736 0.076027 0.0733253 0.096949 0.0685513 0.0909861 0.0667063 0.0600419 0.0573314 0.103276 0.0550629 0.0347615 0.161644 0.0629087 0.0726621 0.0732363 0.0459504 0.0447859 0.0426268 0.02879 0.0798421 0.0198774 0.0188791
threshold=8.8430989333000021 207.89602404040002 22.598495330900004 39.476991512000005 -0.088039999999999993 32.355961258350007 14.451165964200003 -0.14008999999999996 39.788107623550012 13.278511569200001 21.363989181350004 0.12140000000000002 0.10821500000000002 18.939493156800005 205.45998821870003 22.604947139800004 14.551174033150001 164.41789168470004 128.17419754425001 215.88508760445004 134.46474107450004 197.00658341100004 8.4434108459500017 265.91245918190003 300.01056687215004 0.093955000000000025 -0.14815999999999999 -0.59238000000000002 206.57490536735003 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 -6 -7 8 9 10 -1 12 15 -11 -15 16 17 -10 26 -20 -21 25 23 -23 -25 29 27 -19 -16 -22
right_child=1 4 -4 -5 5 6 -8 -9 11 13 -12 -13 -14 14 28 -17 -18 18 19 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.098199936297230478 -0.057400863456658152 0.0075893372227829221 -0.10463698601959706 0.040974066707234663 -0.10103130541165453 0.065334643010379945 -0.054606725051324606 -0.00027092979992060799 0.085816181516876922 0.06208461789964223 -0.085701145682564331 -0.07537192204847766 0.093604345869707284 -0.10147062075745994 -0.057947012184114778 0.065769594729513853 -0.10630128740832936 0.049543797992653127 0.090079220436366306 -0.082076452074061196 0.024087877602455791 -0.10130575953846029 0.10111605937865187 0.079531488970314451 -0.05998235628877651 -0.076137151281496507 -0.00014023497648131092 -0.094560568778757778 0.043894709749669109 -0.0027332153932283342
leaf_weight=0.079461173292655896 0.061096546764018766 0.67079516590638377 0.07980162705280236 0.059292891319273622 0.048561611961417839 0.041362104122526944 0.058521233219835267 52.542742057001924 0.089077110019843864 0.040676370283854624 0.044844748606294615 0.094510147882829076 0.12850393079406774 0.21800379933644365 0.033354682552001691 0.16597235456720216 0.08054187834750326 0.059399852761998662 0.2512132700903752 0.079938625094314264 0.34194917165837058 0.033286318547197769 0.15578503720462322 0.069962122463039123 0.034285407889910857 0.070425579569928121 1.5098758572712543 0.10900520899667754 0.045049633123198873 1.128665348267418
leaf_count=14 16 62 16 28 33 12 37 2867 12 176 159 20 20 88 25 54 5 6 45 47 255 15 6 15 59 20 10 176 22 313
internal_value=-8.38345e-06 -0.00955077 -0.0470936 -0.00895032 -0.000376723 -0.0363739 -0.00493851 0.000161071 0.00482791 -0.0337916 0.0318556 0.00887541 0.0107237 -0.0580002 -0.0744796 0.00817536 0.00579358 0.00808919 0.00628792 0.0146598 0.00476248 0.00854679 0.0541661 0.000985768 0.0336475 -0.00013631 -0.0045144 -0.0437321 0.00056931 0.00350326
internal_weight=58.426 1.01943 0.200191 0.120389 0.81924 0.148445 0.0998833 57.4065 4.86379 0.46139 0.124306 4.4024 4.30789 0.337084 0.296408 4.17938 4.01341 3.93287 3.84379 2.16551 1.9143 1.83436 0.293319 0.137534 0.104248 1.54104 1.67828 0.168405 0.0784043 1.47061
internal_count=4633 204 60 44 144 82 49 4429 1562 484 173 1078 1058 311 135 1038 984 979 967 775 730 683 95 89 74 588 192 182 47 568
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=15 21 18 14 6 16 8 6 23 5 6 7 14 3 22 2 12 12 12 17 6 15 17 19 6 14 5 0 13 3
split_gain=0.0119816 0.0247365 0.0134218 0.0353724 0.0346295 0.0339287 0.0498044 0.0287096 0.0140694 0.019369 0.0104686 0.0123999 0.00943749 0.0457654 0.0582807 0.0107954 0.109998 0.108243 0.0871312 0.0402262 0.0353908 0.10875 0.161319 0.147009 0.091566 0.127659 0.0828371 0.152678 0.0497951 0.111506
threshold=11.870705757150002 17.123843457500005 16.922055371600006 255.27041524225004 11.755274660100001 17.684958644900004 7.3442686056500008 3.6650856341500009 -0.15148999999999999 11.452575093200002 8.2451926476000015 24.142338514450003 144.12207640715005 87.399085362750014 -0.11051999999999999 121.84632764400003 150.80177373595004 145.32166322050003 145.32166322050003 179.33099108465004 16.265380038000004 31.445204138150004 202.02515103195003 14.251149826300002 16.405383309150004 170.46434352985003 18.331716563250001 92.168410086200012 109.58961877145002 83.17551763980002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -4 5 6 7 -5 -9 10 11 -10 13 -2 -15 18 17 19 20 -17 21 26 23 -23 25 -22 28 -28 29 -14
right_child=2 -3 3 4 -6 -7 -8 8 9 -11 -12 -13 15 14 -16 16 -18 -19 -20 -21 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10066168653613035 0.043832729174478557 0.021723298649408179 -0.10067166495169538 -0.100132234202518 0.076721203068844029 0.092180519860028787 -0.10033524208691638 0.08843515709815368 0.10009525263182967 -0.10031169973900692 0.098173634511197774 -0.10011797293777057 -0.00041454439869347421 0.013411882609952153 -0.09084552096674553 -0.10028503606662836 -0.00055896969567112193 -0.080360770640049511 0.033160583859510644 0.080066492924262378 -0.013676833585352058 -0.089876903132447256 0.0099667481470283974 0.0081759205907637588 0.0023570768029066748 0.072328615134055349 -0.0029979605753043402 0.080954841235979777 0.028345483040343851 -0.033942215159045525
leaf_weight=0.034762638136021873 0.086291941814123585 0.031462386419661925 0.022231753383116337 0.015822517374019185 0.10285677415458849 0.035410115348895488 0.048149510787823147 0.041205564177630549 0.0051581867737695575 0.012144678788672536 0.01794263036299526 0.0077276684381928362 10.99516654165865 0.1002533179744205 0.11526438562577823 0.015084374413166013 30.945518778159283 0.31444916552777613 0.84229225758463044 0.068654591383221941 0.28120687685441126 0.52083927445346379 0.5638160065136617 0.21644958748947829 9.8730259342933646 0.44678541533357929 0.56910349828376716 0.34975532691169064 0.51384413475170809 1.0903173610563488
leaf_count=466 9 38 78 106 38 21 125 26 2 26 5 75 349 36 27 96 1967 76 23 22 30 121 10 19 496 29 94 17 34 172
internal_value=-7.79048e-06 -0.0425187 4.05681e-05 0.0208384 0.03027 0.00424152 -0.0167771 0.0234552 0.0466851 0.00665232 0.0487901 -0.0199729 -7.02841e-05 -0.0177074 -0.0423476 2.21197e-05 -0.00123096 -0.0534551 0.00151763 0.0475788 0.000469157 -0.00268668 -0.0302991 -0.061091 0.00488074 0.0391067 -2.90256e-05 0.0289579 -0.00214302 -0.00343931
internal_weight=58.283 0.066225 58.2168 0.308649 0.286418 0.183561 0.148151 0.100001 0.0841787 0.0429732 0.0308285 0.0128859 57.9081 0.30181 0.215518 57.6063 31.3437 0.398188 26.2626 0.083739 25.4203 14.8193 1.3011 0.737289 10.601 0.727992 13.5182 0.918859 12.5993 12.0855
internal_count=4633 504 4129 502 424 386 365 240 134 108 82 77 3627 72 63 3555 2161 194 1394 118 1371 816 150 140 555 59 666 111 555 521
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=20 20 9 19 3 3 5 6 21 15 20 9 6 19 8 13 22 21 22 13 18 22 16 2 20 2 21 22 7 18
split_gain=0.00964456 0.0772308 0.111713 0.0297949 0.108063 0.0877043 0.0404155 0.0954155 0.0930209 0.0925737 0.05084 0.0579655 0.0582623 0.0828665 0.0327633 0.0264313 0.0928575 0.0539852 0.0225207 0.0928802 0.0583161 0.0314618 0.0708528 0.142615 0.0229504 0.0337673 0.031719 0.0988426 0.0815569 0.125754
threshold=38.474425342400004 38.751720283100006 201.81004550795004 14.351157895250003 94.16862293520002 89.993447458600016 17.977320987800002 14.825346391850003 2.0976681454000006 36.136500007950012 37.232443001650005 206.22988073345002 14.825346391850003 14.051133688400002 8.4434108459500017 117.76521994615001 -0.043559999999999995 4.3143180605000007 0.18839000000000003 111.38282034450002 13.807773949150002 0.12616000000000002 22.584947186600004 159.92742394165003 38.983591653800012 54.465024697200008 1.1709819147500002 -0.013285 23.913271136350005 13.480563334700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 7 -1 10 -10 11 12 -8 -14 -12 18 17 -17 21 -20 -21 24 23 -23 -3 -26 27 28 29 -27
right_child=1 15 -4 4 -6 -7 8 -9 9 -11 14 -13 13 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.001445977943324108 -0.10702749609368541 0.017854614965049632 0.017811323304578162 0.0050395341827202556 0.0011674433408341961 0.09604115615682593 0.063912600693490779 0.074793188663605223 -0.098762225812297058 0.014551268314859409 0.0084999900478273088 -0.089065450269896762 -0.094717391457930525 0.0007406558122863378 0.096769481412519051 -0.00076621309244812063 0.055621269752246516 -0.10272565144467238 0.0033151394141655594 -0.0086604356043155153 -0.10270020064890006 0.067635006328027797 0.081858217810008307 -0.092401019899427519 -0.041854493756197063 0.054786338740364919 -0.00039741868514874234 -0.10155722469477656 0.063314513388472313 -0.050562804174313983
leaf_weight=4.1499092048656285 0.16234354669387485 0.71365340931271148 0.12835378597111458 0.18226166395470489 1.4667958058416841 0.25280125549761578 0.11527136066555932 0.18527671140327573 0.21995314222630202 0.10725522309076041 0.090576772103304393 0.084527951108611887 0.10534945485517255 0.66486463704859489 0.078487759736162843 0.083394070396025199 0.09130710345289017 0.13763944287734375 0.76246820191907605 0.11085305141739354 0.16276669982471503 0.11996363816069688 0.15175517834722996 0.1039211591937601 0.19393389677861606 0.21705823428783333 46.611044496002606 0.063383888294480495 0.36424380444242388 0.23705260596761946
leaf_count=530 32 34 21 13 30 34 27 19 69 27 42 28 150 30 10 39 41 51 156 23 35 15 7 44 41 122 2809 30 91 33
internal_value=-8.1358e-06 -0.000511686 -0.0519065 0.0032874 0.0141494 0.0579177 -0.000273438 0.00458068 -0.014625 -0.0616193 -0.00112556 -0.00994545 -0.0023927 -0.012316 0.0494789 -0.000213622 -0.0292129 -0.0642572 -3.17851e-05 -0.0146209 -0.0646014 0.000278113 0.0291069 -0.00664931 5.43696e-05 -0.000212019 -4.19746e-05 0.0187477 0.0280657 -0.000207479
internal_weight=58.1185 50.4151 0.290697 7.70333 1.90186 0.435063 5.80147 4.33519 1.46629 0.327208 1.13908 0.970013 0.885485 0.770214 0.169065 50.1244 0.312341 0.221034 49.8121 1.03609 0.27362 48.776 0.37564 0.223885 48.4004 47.6867 47.4928 0.881739 0.818355 0.454111
internal_count=4633 3624 53 1009 77 47 932 549 383 96 287 235 207 180 52 3571 131 90 3440 214 58 3226 66 59 3160 3126 3085 276 246 155
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=17 7 23 19 18 5 12 21 10 18 21 2 2 21 7 15 15 4 10 10 10 6 5 16 17 18 22 2 15 18
split_gain=0.00892929 0.10735 0.0694084 0.131472 0.0689602 0.0942596 0.0646876 0.054095 0.110692 0.0421174 0.0448082 0.0379943 0.0609902 0.0356639 0.0637214 0.0412767 0.137537 0.066874 0.12149 0.06682 0.0611341 0.0384056 0.0284898 0.0262879 0.0252799 0.0225013 0.0214405 0.0183236 0.0155323 0.265365
threshold=201.23649604560003 23.853977146050003 0.094595000000000026 14.551174033150001 14.390586827150001 20.452758643300005 196.28146755185003 1.0000000180025095e-35 71.397382570300024 15.502113896900001 6.4653354687000002 103.92649527695001 179.45240498075 2.0976681454000006 25.806080957700004 40.042228346200012 45.102215827400009 262.59164170980006 62.425997789000007 67.254468591300011 76.279622535200005 12.145283772600001 21.950234501100002 17.809958352600002 206.35686538205002 17.142803710550002 -0.027754999999999998 110.58799860680001 28.579157549250002 14.243842826850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 11 7 4 -4 6 -6 8 -3 -8 -11 -2 -13 14 22 17 -17 27 -19 -20 -21 23 -9 -22 -16 -26 -12 -15 -1 -30
right_child=1 2 3 -5 5 -7 9 13 -10 10 26 12 -14 15 24 16 -18 18 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0035754202437662179 -0.10222518723120831 0.087390887862171043 -0.094650256210123532 0.069107957097118908 -0.10084529368225388 0.071947966480133491 -0.10104772451775168 -0.10122207413644485 -0.081081674758373273 0.079910017162645022 0.024992734236984091 0.023740207770515324 -0.086118716159209296 -0.0049738149793789694 0.098496290578212936 0.078834068308879207 -0.0066654328806557452 -0.10893970476241917 0.098160209443134305 -0.10063297642354636 -0.046031989878495258 0.084279171254073082 -0.018624126972999366 0.099239791446648823 -0.10043206558468341 0.043671138355628553 -0.10065191275371604 0.0059815335003657651 0.0010094610965186734 -0.048395504928267857
leaf_weight=12.456308526915491 0.12571735840173914 0.17591453774366339 0.2170191651675849 0.11026835301890969 0.13500121913649821 0.080659790430217981 0.035808173037366942 0.10976167509579671 0.050108248004365308 0.063492823746053695 0.024903483206806243 0.099213232098918525 0.10299615066810475 2.5205128683346629 0.036701138853231896 0.28629424040263973 0.54880563578626607 0.15766343713039521 0.056499638478271663 0.07024575369359809 0.081804424444129609 0.0497144092223607 0.067402470041997731 0.014693888537294697 0.017884575659991242 0.027493249070687398 0.029873462743125856 3.872123487780982 35.190342641973871 1.1218402670405101
leaf_count=2115 21 17 24 14 93 18 13 36 86 43 24 27 35 44 17 40 21 19 17 44 255 11 18 6 12 48 21 73 1106 315
internal_value=-9.91443e-06 -0.0028731 -0.000789102 -0.0310755 -0.0499028 -0.0236382 -0.050309 0.00180316 0.0500413 -0.00602965 0.0227387 -0.059056 -0.0322169 0.000426117 -0.0360519 0.00166094 0.022646 -0.000907436 -0.0390513 0.00131692 -0.023961 0.012875 -0.0697975 -0.0239113 0.0367866 -0.0131237 -0.0435295 0.00166202 0.00052837 -0.000516872
internal_weight=57.9371 9.16858 8.84065 0.697026 0.586758 0.369739 0.289079 8.14362 0.226023 0.154078 0.11827 0.327927 0.202209 7.9176 0.259243 7.65836 0.8351 6.82326 0.430622 0.272958 0.216458 0.146213 0.177164 0.0964983 0.082079 0.0453778 0.0547769 6.39264 48.7685 36.3122
internal_count=4633 1097 1014 250 236 212 194 764 103 101 88 83 62 661 131 530 61 469 352 333 316 272 54 261 77 60 45 117 3536 1421
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=20 23 16 20 22 19 22 7 17 10 6 18 12 3 19 18 7 22 23 21 21 9 9 7 2 20 23 18 0 5
split_gain=0.0145721 0.0356676 0.0151302 0.0149136 0.0849532 0.0305031 0.031504 0.0296604 0.0106286 0.101745 0.0712195 0.0286922 0.0213169 0.0467003 0.0723601 0.0642993 0.0318648 0.0208746 0.0204368 0.0158709 0.0143573 0.0118764 0.050908 0.104928 0.0387362 0.0654343 0.0949781 0.02291 0.0594795 0.0685328
threshold=32.724174661450007 0.088565000000000019 19.134955254150004 34.515670600900002 0.23643500000000003 13.951125619400001 0.11061500000000003 23.822419043000004 214.22447330960003 65.644082171150004 11.215262042800001 17.142803710550002 328.37985594320008 93.14163192940002 14.351157895250003 14.646070254650002 24.545313225450005 -0.086139999999999994 -0.225495 1.0853204796000002 2.0043664108500008 212.49340169810003 210.85023439230002 24.314922763450003 184.20633225945002 41.600558339100012 0.087795000000000026 15.917243450850002 97.789976036950009 14.608687763150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 12 -10 11 -11 21 14 15 -14 -17 19 -18 -13 -12 22 27 -24 -23 -26 -27 -5 -29 -30
right_child=3 -3 -4 8 -6 -7 -8 -9 9 10 20 17 13 -15 -16 16 18 -19 -20 -21 -22 24 23 -25 25 26 -28 28 29 -31
leaf_value=-0.10026755428451435 0.04564121498857978 -0.090313486369221471 0.081570509207924372 -0.0003068562175527893 -0.10281110044320969 0.10044181350660271 0.083415131268800166 -0.10060129277549264 0.088120337052080069 -0.10031082161085925 -0.032844977735615871 0.075726496988864189 -0.085722918777705062 -0.099300331142940013 0.056565736718612238 0.065015985098992715 0.069410180217087961 0.063424107216244585 -0.090419765232914992 -0.10021950679686227 -0.1007262871912451 0.0022935916730565742 -0.00083161947160863411 -0.079069103047766723 0.070795071758847042 0.063378192025387733 -0.083577260310886622 0.079777460018704033 0.010822488608654089 -0.069545360775532611
leaf_weight=0.0056654507943115764 0.026303947484165202 0.053737457878460404 0.023793022900008509 48.136488090138812 0.041623820481262896 0.082542547024786472 0.041810482350456368 0.029335184334257747 0.073267534782643362 0.017798673861307179 0.04082983934006279 0.0075146716216636369 0.13290685952153936 0.066472881538061301 0.11649611922621261 0.061736593363661996 0.010849069396499544 0.075100477779919572 0.030465170625589622 0.016133756959277434 0.13153708850040857 5.200622232336058 0.54734585906771727 0.24958574649281218 0.22181263526397277 0.087046894685045118 0.088891238357462043 0.11656059174947531 1.8775541195858236 0.1124598323367535
leaf_count=123 33 69 49 2501 11 18 7 58 26 31 26 21 54 105 41 47 5 106 149 121 64 200 22 66 63 17 25 13 525 37
internal_value=-1.33781e-05 -0.0418346 0.0465994 4.69844e-05 0.0259383 0.0557121 0.0178247 -0.0314637 -5.29457e-05 -0.0171295 -0.0438205 0.0165591 5.54513e-05 -0.0224192 -0.00791941 -0.0397568 0.0195267 0.0376239 -0.0484486 -0.0443098 -0.0846467 0.000221686 -0.000257896 -0.0253343 0.004594 0.034672 -0.0108698 0.000139854 0.0103474 0.00628073
internal_weight=57.7243 0.0831959 0.0294585 57.6411 0.221616 0.179992 0.0974496 0.0556391 57.4195 0.362182 0.288915 0.116548 57.0573 0.418927 0.352454 0.235958 0.103051 0.0987489 0.0413142 0.0236484 0.172367 56.6384 51.04 0.796932 5.59837 0.397751 0.175938 50.2431 2.10657 1.99001
internal_count=4633 241 172 4392 127 116 98 91 4265 395 369 279 3870 401 296 255 201 248 154 142 90 3469 3164 88 305 105 42 3076 575 562
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=8 9 7 20 22 15 19 14 4 21 20 13 7 0 9 20 17 0 8 2 17 9 3 2 22 23 9 2 23 17
split_gain=0.00869378 0.0289024 0.0419974 0.0246563 0.0220523 0.024955 0.0284109 0.0104541 0.0108743 0.0326422 0.0135788 0.0538213 0.0603658 0.0832356 0.0434169 0.0280114 0.0655218 0.0613714 0.0197773 0.0151759 0.0497003 0.204107 0.0261632 0.0257931 0.0173298 0.152576 0.0638877 0.0191747 0.0211789 0.0164803
threshold=8.8430989333000021 207.89602404040002 22.598495330900004 39.476991512000005 -0.088039999999999993 32.355961258350007 14.451165964200003 144.12207640715005 156.40313730310001 1.1709819147500002 36.558960102350007 113.98793627290001 22.747724408400003 93.72771580185001 188.55070358395002 37.041406607950009 193.82504409230003 92.168410086200012 6.2451263653500009 74.766480717350007 188.27285108100003 210.09631269260004 93.491131486350014 78.110129541750013 0.20852500000000004 0.10176000000000003 193.24048816455004 122.71527679435002 0.086375000000000021 187.52613723835003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 -6 -7 -1 9 -9 11 12 14 -14 18 16 -12 -18 -10 20 -17 22 -22 -21 29 26 -26 -28 -29 -25
right_child=1 4 -4 -5 5 6 -8 8 10 -11 15 -13 13 -15 -16 19 17 -19 -20 23 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.022990887271003554 -0.054086452934560617 0.006473974447277599 -0.10420433075480395 0.039066075177721322 -0.10090652848362601 0.059623432747863518 -0.054011186753013966 -0.0094252503617330563 -0.057909850478526537 0.019600814438816942 -0.092661351332609498 0.08573958364958395 0.064516634191863639 0.0011730821298051063 -0.1028732271642145 -0.00075267175642510105 0.060919767392177686 -0.046686451711198229 0.1002088042093027 0.018920119374353873 -0.10456303112718719 0.0083759325636816317 -0.037704887282947963 -0.0042063542921735994 0.0079105321734351183 0.088252113597207651 -0.10181464628337618 -0.080885731833247709 0.0065169633035161885 0.00073424902368928054
leaf_weight=0.19458847607164997 0.056035340880042805 0.66074096587180975 0.072617277034623839 0.0576450203298009 0.042884145631205683 0.036712284956593066 0.054910571620894189 0.63516127626095797 0.013722950635472464 0.99339091141246172 0.10931566025816764 0.084946114502031267 0.23523961875639532 1.7557590589049099 0.084714011289179325 4.4065569011120251 0.097681542509235442 0.11587602466511271 0.018676142499316484 0.74195260892156412 0.25529728043255762 0.60639359010383487 0.07594110956415534 8.2652237088503693 0.66504797982679409 0.21372112124299747 0.066892503113422208 0.051779101886495482 0.059675924987544704 36.867036348094899
leaf_count=36 16 62 16 28 33 12 37 21 70 42 46 111 34 342 6 86 9 32 9 24 67 15 32 1196 102 32 30 26 20 2041
internal_value=-1.40704e-05 -0.00934482 -0.0447983 -0.00685068 -0.00103935 -0.0379472 -0.00847903 0.0001477 0.000227503 0.00828019 -1.18447e-05 0.00769783 0.00455314 0.00865722 -0.0652189 -0.000333295 -0.0296972 0.00253279 0.0332361 -0.000151932 -0.00520109 -0.0261071 -0.0892349 0.000423028 0.000125904 0.0127822 -0.00634227 -0.0594901 -0.0340881 -0.00017054
internal_weight=57.5961 0.981546 0.186298 0.11368 0.795248 0.134507 0.0916229 56.6146 56.42 1.62855 54.7914 2.19306 2.10811 1.991 0.117113 52.5984 0.322873 0.213558 0.0323991 52.2755 5.34419 0.937632 0.331238 46.9313 46.1894 1.05712 0.843396 0.178348 0.111455 45.1323
internal_count=4633 204 60 44 144 82 49 4429 4393 63 4330 572 461 376 85 3758 87 41 79 3671 200 114 99 3471 3447 210 178 76 46 3237
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=21 21 7 2 15 16 23 15 17 17 2 20 9 2 7 23 4 23 21 21 20 20 5 6 23 20 6 15 0 9
split_gain=0.00835498 0.0511073 0.227057 0.0598558 0.0489599 0.172074 0.0572324 0.048871 0.129387 0.0882197 0.110175 0.0544273 0.135123 0.0418771 0.0406076 0.112277 0.0812711 0.136192 0.051891 0.0488779 0.11918 0.0671513 0.0575691 0.0938459 0.0621902 0.0547632 0.0394431 0.107822 0.0736934 0.148669
threshold=4.5589219677500008 5.0192588681500014 23.666491602800004 156.97960885415003 44.483611103700007 22.694946929300002 0.10821500000000002 40.42701969085001 192.44445991605002 198.14651800945003 224.74008820395002 42.91168285345001 184.36538191430003 79.152355410850021 24.021206791900003 0.10214000000000002 245.47039328120005 0.091275000000000023 1.3367181581500003 2.0523604381000005 42.684965421050009 40.099856909850011 18.850689434250004 16.405383309150004 0.088350000000000026 37.817254840650008 14.745344522600002 29.171703351550004 96.082805124100005 197.61184394335004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 -6 11 -9 -10 -11 14 -13 -14 15 16 19 -18 -17 20 21 25 -23 -24 -25 -1 28 -28 29 -16
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 -12 12 13 -15 26 18 17 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0053951115966809557 0.10153344665390492 -0.00028935933015368699 0.0012228508450589186 0.034626298929319441 -0.092542347611589165 0.078151981471554915 0.018774415170517172 0.00066144888253731778 0.091870899244841292 -0.068101503818892059 0.066229101755482217 0.034948808970428624 0.0025152423906592376 -0.10240081353491751 0.065909242551757674 -0.019090481938517714 -0.083149191712567433 0.086444283403084327 -0.086738144576056608 -0.0065857201959548736 0.10138902052535899 -0.10471361087054763 0.10030714564436578 0.051463986313258415 -0.10615525720127646 0.060804058895625714 0.074825262993708508 0.0055453123126469371 0.0015731319730220444 -0.096143930556545243
leaf_weight=1.2999318500693897 0.30222804087134081 32.84438258641206 2.8001286329829327 0.23979923161277839 0.25524913743902189 0.10036827230942436 0.056391064077615738 2.1981879670165649 0.29690236711758178 0.10303741005191114 0.14985662996332394 0.15492461973178606 0.046478984699660941 0.20964863970519332 0.0786800169153129 0.21264590826467689 0.26774379188634601 0.057524822867321745 0.24294113044379628 6.0055885578234438 0.13771603349596251 0.093443569829105289 0.055181986186653376 0.036125557553532417 0.081520035164430737 0.20674138945651055 0.2671190647088223 1.412660971354853 7.0555901033652519 0.20183602669567335
leaf_count=183 32 2253 88 17 116 22 5 47 28 23 39 132 12 226 10 31 99 12 23 91 57 9 13 69 6 48 25 89 734 94
internal_value=-1.52535e-05 0.000909452 0.0126905 0.0719329 -0.00158741 -0.0357242 -0.0723997 -0.000913562 0.0115134 0.0549013 0.0114984 -0.00279774 -0.0387709 -0.0833619 -0.00196294 -0.00683794 -0.00416653 -0.053156 -0.0551635 -0.00215361 0.0117774 0.00481668 -0.0414776 -0.00728742 -0.0577549 0.0129982 0.00273969 0.0165622 -0.00042532 -0.0506907
internal_weight=57.4706 36.1865 3.34216 0.542027 21.284 0.412008 0.31164 20.872 2.74798 0.549796 0.252894 18.124 0.411052 0.256128 17.713 8.6971 8.24152 0.325269 0.455587 7.91625 1.91066 1.77294 0.266271 0.172828 0.117646 1.50667 9.01589 1.67978 7.33611 0.280516
internal_count=4633 2390 137 49 2243 143 121 2100 137 90 62 1963 370 238 1593 641 587 111 54 476 385 328 97 88 75 231 952 114 838 104
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=2 12 12 12 12 6 15 20 5 6 5 0 22 22 4 0 3 22 13 17 23 5 21 12 17 9 18 18 22 14
split_gain=0.0082645 0.096577 0.0833526 0.0627965 0.0403136 0.0264805 0.0823173 0.135328 0.0973643 0.0755224 0.066727 0.130835 0.0570859 0.0513098 0.175149 0.0692719 0.141559 0.0382037 0.0760765 0.0839194 0.0659081 0.162084 0.0559615 0.0686893 0.22023 0.0393161 0.0349273 0.0335387 0.0279234 0.0274881
threshold=121.84632764400003 150.80177373595004 145.32166322050003 145.32166322050003 144.66294237600002 16.265380038000004 31.445204138150004 43.477771593600004 19.768819263000005 16.325381439950004 18.331716563250001 92.168410086200012 -0.58835000000000004 -0.059424999999999999 168.18037996940004 96.631250582750013 85.589753040950015 -0.053874999999999999 117.59047016770002 196.58703564235003 0.083070000000000019 21.252944829650001 5.5614473604500008 111.22210529245002 191.06791329340004 190.36745536595001 14.319708078400001 11.207537862500002 -0.045684999999999996 192.18609222900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 6 10 8 -8 -7 12 -12 -1 14 -14 16 -16 20 19 -19 21 25 -22 -24 -25 -11 28 -23 -15 -17
right_child=1 -3 -4 -5 -6 9 7 -9 -10 17 11 -13 13 26 15 29 -18 18 -20 -21 22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.057438093350904974 -0.051029657394725217 -0.00051146028193639582 -0.077697607379352607 0.028780263321143185 0.097901779023588709 0.053324138409425507 -0.095351748017189597 0.0074214738465232886 -0.015724933121820054 0.014864513346860659 -0.0020054465611549542 0.077614023884717179 -0.093313978252818439 0.0049444650857985309 -0.10226348704540955 0.0026934643125039199 0.036421861887450814 -0.10554349749947115 -0.0021157461355858945 0.021404210307251904 -0.0027569767781517279 0.09436409448883272 0.0021061795813427007 0.079321068388253799 -0.0071998569393128056 0.093987486737805576 -0.00050897952107424236 -0.10135318963370897 0.038833059538674698 -0.016151756620908175
leaf_weight=0.15959436116418224 0.029744702361912512 30.814067934844978 0.28286385533309755 0.80585923268517845 0.046727568926314689 0.30424831679556419 0.34420652789776685 0.57712601020466536 0.27725112158805132 0.083129466976969435 0.58339754410090527 0.31937316023686435 0.24702392530070838 0.56492318585515022 0.2009585319974575 2.6576857943201166 0.11613300628960133 0.1597174216211944 1.1913735462221664 0.077263371247681789 5.4648926950849255 0.0098905672293767566 1.8376820562407377 0.54954000504221745 0.63314983411692083 0.25681022391654551 7.0703158598685203 0.076303411960907397 0.42686551106225668 1.0920394112987422
leaf_count=27 123 2812 84 23 12 29 52 71 28 10 98 17 109 4 51 109 14 69 43 9 128 8 34 30 19 72 251 162 40 95
internal_value=-1.35185e-05 -0.00111252 -0.0526554 0.00129978 0.0399733 0.000423808 -0.0023361 -0.0274468 -0.0598278 0.00421905 -9.64368e-05 0.0261615 -0.00198745 -0.00275378 -0.0115562 -0.00659015 -0.0514708 0.00277412 -0.0124087 -0.0641545 0.00520769 0.0435834 0.00328044 0.0142042 0.0330023 0.0746386 0.0019562 -0.0788951 0.0195301 -0.00279486
internal_weight=57.2602 31.1734 0.359336 26.0868 0.0764723 25.2809 14.6369 1.19858 0.621458 10.644 13.4383 0.902771 12.5355 12.3759 4.31384 4.06682 0.317092 10.3398 1.42835 0.236981 8.9114 0.426134 8.48526 3.02037 1.18269 0.33994 8.0621 0.086194 0.991789 3.74973
internal_count=4633 3031 219 1602 135 1579 966 151 80 613 815 115 700 673 378 269 65 584 121 78 463 252 211 83 49 82 295 170 44 204
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=20 2 5 18 19 22 23 17 19 21 17 16 7 3 2 22 22 21 22 17 20 17 22 4 13 5 0 16 0 21
split_gain=0.00820474 0.0330216 0.119899 0.060687 0.023024 0.0321471 0.0375685 0.0431665 0.0293706 0.0239237 0.104228 0.087731 0.0211383 0.0648856 0.0192792 0.021915 0.241868 0.120912 0.111878 0.0960595 0.0557024 0.144867 0.0592057 0.0821797 0.0514705 0.143502 0.0491823 0.0447261 0.168273 0.0739113
threshold=38.474425342400004 60.643165405350004 16.546942136250003 13.934548574650002 14.351157895250003 -0.122095 0.11636500000000001 218.22336811130003 10.450843205950003 3.3686516035500005 193.29780372785004 19.794953710800005 23.263685695600007 85.923121849150007 62.357017394150006 -0.053874999999999999 -0.064729999999999996 7.3938557349000016 -0.043559999999999995 190.03457182425004 39.788107623550012 197.18249712500003 -0.102645 197.71977442185002 117.67112391160002 22.705169530700005 94.047642319350018 22.654947022900004 86.208098410950015 2.0976681454000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 8 -1 12 -11 -12 -7 -14 -3 16 20 19 -17 -18 21 22 23 -16 27 -26 -23 29 -29 -20
right_child=1 14 3 -5 -6 9 -8 -9 -10 10 11 -13 13 -15 15 18 17 -19 24 -21 -22 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.078823060429982023 0.06433216966064452 0.017305251419849097 -0.020679252267511064 -0.10741262942378314 0.012768656266232298 -0.011678841774819574 0.04830829734542863 0.05469298236748487 -0.099040424650066905 0.0084931567179395828 -0.10344845063878441 0.029975048112153846 0.0036004717995644789 0.054727468181519329 0.042098502559497541 -0.02960602811782655 0.054156553966677248 0.085697378091092735 -0.05079988892250531 -0.032331695772384442 0.00042650733064498547 0.050798563138003509 -0.10261163377612531 -0.079003314064794092 -0.049117016232741291 0.085227146832026257 -0.0086824284483117738 -0.035465446095819753 0.087463751151021049 -0.0016098495537448959
leaf_weight=0.010059810635466238 0.10660480311480469 0.61879642982967098 0.18920512005570345 0.1406351902987808 1.8456378817791117 0.70441341628719456 0.038702891121751293 0.026488403635624991 0.12040066488461321 0.60707738792125088 0.18530286129966811 0.067137491889297962 3.5507837687537624 0.2668833453208207 0.093222186795628659 1.4788868288073924 0.29214542095723917 0.48002146851285943 0.31185386633600742 0.22914157114973932 28.837944998952864 0.17865929641993716 0.22439077201204927 0.14047352797661006 0.12364977899415031 0.22273255752224941 0.62641898385675177 0.21076910788906467 0.23607856017770246 14.901968836556305
leaf_count=91 32 13 36 13 77 62 21 27 277 49 83 8 283 31 17 38 21 38 170 23 2150 16 34 44 10 43 87 15 39 785
internal_value=-1.36997e-05 -0.000477356 -0.0278626 -0.0576601 0.00308719 -0.000116619 -0.0399342 -0.0616943 -0.0853254 0.00133098 -0.0139623 -0.067964 0.00423779 0.00717463 -0.000234462 -0.000457839 0.00113456 0.0494849 -0.00329025 0.016139 -0.000473805 -0.0210279 -0.0659231 -0.0306953 -0.000858948 0.0372697 0.00451732 -0.00170228 0.0294805 -0.00261815
internal_weight=57.0665 49.6436 0.436445 0.32984 7.42289 5.57725 0.195652 0.156949 0.13046 5.3816 0.859518 0.25244 4.52208 3.81767 49.2072 48.5884 31.1024 1.00131 17.4859 0.521287 30.1011 1.26316 0.458086 0.233696 16.0071 0.346382 0.805078 15.6607 0.446848 15.2138
internal_count=4633 3624 81 49 1009 932 416 395 368 516 140 91 376 314 3543 3530 2430 82 1100 44 2348 198 95 61 1062 53 103 1009 54 955
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=20 23 20 22 19 22 7 6 3 22 0 5 5 0 7 18 10 2 0 4 0 7 4 7 16 20 7 7 3 21
split_gain=0.0143644 0.029351 0.0137198 0.0679573 0.0261537 0.0276847 0.0262481 0.012888 0.00992221 0.0451836 0.0877375 0.0423076 0.0361528 0.0335596 0.0300632 0.0719704 0.133899 0.0272019 0.0253698 0.0826322 0.0521706 0.0213803 0.0737611 0.0343543 0.0418902 0.0312445 0.0329993 0.0215377 0.0781213 0.0239482
threshold=32.724174661450007 0.088565000000000019 34.515670600900002 0.23643500000000003 13.951125619400001 0.11061500000000003 23.822419043000004 14.785345457250001 93.883646373400012 -0.089569999999999997 85.216057360850016 22.127107789600004 26.429611911700004 85.121961326250016 22.532843451200005 13.122774073950001 61.928633034850002 90.828344481500011 85.823648898300021 197.71977442185002 85.866664228400012 22.040683815500007 292.45535980730006 20.797746106000002 18.924955745200005 44.578137159850009 21.115414688150004 22.398098708400003 93.571785230250015 14.849677877150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -2 -1 18 10 11 -10 13 -13 17 -16 -17 -11 19 -4 -20 22 23 24 -22 -24 -27 28 -23 -29
right_child=2 -3 8 -5 -6 -7 -8 -9 9 14 -12 12 -14 -15 15 16 -18 -19 20 -21 21 27 25 -25 -26 26 -28 29 -30 -31
leaf_value=-0.10024877307091103 0.045478349214362307 -0.088145730233683481 0.033362232146416947 -0.10195284723679515 0.10037299521158326 0.082093368771216535 -0.10053098982530706 0.078688881883543171 0.081524539299384191 -0.021581562539226461 -0.10115634008254454 -0.091106561188715379 0.0078611007147217395 0.10035198296790136 0.076571986328772323 0.077826287809936751 -0.10160383079300948 0.0013979605286041235 -0.050458776149056229 -0.0016830214803196044 -0.10021186481417288 0.071648392858001203 0.068978709183369707 -0.09582220042265939 0.10020866510287643 -0.087031128939332958 0.049648353661629258 0.00043235881121743896 -0.058876413227086213 -0.010839570306562577
leaf_weight=0.0050064052896113811 0.02342045065529319 0.049995437090935901 0.96598419093061183 0.033729321262043754 0.069361225003376603 0.038202498272539742 0.025958955181152987 0.020536714528930133 0.047657276629024969 0.68439331366744216 0.13818333798690219 0.084026007594047769 0.15947911776402179 0.010274678468704224 0.15681126990057226 0.078075743083900306 0.088997778293560259 2.0828548998554481 0.20613735838560288 2.21682846630938 0.019277080574737648 0.14962569970918949 0.07870083520776916 0.12997827434583087 0.022719680331647396 0.037444123510340432 0.033439666606682295 47.195602045073485 0.066117056529037654 1.9632517350528917
leaf_count=100 33 69 29 11 18 7 58 72 11 54 84 187 230 1 28 17 40 222 20 41 41 49 24 67 4 43 30 2743 21 279
internal_value=-1.21516e-05 -0.0435904 4.57967e-05 0.0268251 0.0545013 0.0181729 -0.0312794 0.0436174 -4.43914e-05 -0.00517759 -0.0351745 -0.00492745 -0.0211623 -0.0702459 -0.000911429 0.0279148 -0.0177537 -0.00428531 0.000297024 0.00895322 -0.000255076 -4.68336e-05 -0.0257488 -0.0704165 0.00821293 0.0256049 -0.0225521 0.000120555 0.0316474 -1.7807e-05
internal_weight=56.8821 0.0755386 56.8065 0.190672 0.156943 0.0875819 0.0493794 0.0255431 56.6159 3.53075 0.43962 0.301437 0.25378 0.0943007 3.09113 0.323885 0.167074 2.76725 53.0851 3.18281 49.9023 49.6962 0.32156 0.171975 0.0419968 0.149585 0.0708838 49.3746 0.215743 49.1589
internal_count=4633 241 4392 127 116 98 91 172 4265 874 513 429 418 188 361 85 57 276 3391 70 3321 3301 209 112 45 97 73 3092 70 3022
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=20 23 15 20 0 8 20 17 7 8 5 4 9 17 18 7 20 18 21 4 18 2 2 7 21 18 7 20 18 16
split_gain=0.0126069 0.0257526 0.0114987 0.00981093 0.0317782 0.0396796 0.0287712 0.0571005 0.029936 0.0272267 0.0461373 0.0148535 0.0133696 0.0152213 0.0107914 0.0593167 0.0484836 0.0678362 0.0258963 0.0226757 0.0236466 0.0173935 0.0209002 0.0162791 0.0140538 0.0560627 0.0963043 0.0681145 0.0985254 0.056163
threshold=32.724174661450007 0.088565000000000019 27.874116299000004 36.558960102350007 89.861713010250014 8.6432548896500023 37.041406607950009 193.82504409230003 23.736034462250004 8.1436447804000007 15.023351587500002 185.92218515570002 181.33671263215004 172.68891404560003 12.880535946600002 22.502236473750006 40.986363433950011 12.678381831100001 15.551195696050002 156.40313730310001 13.934548574650002 92.716362671650018 305.67240907785003 22.093462376800005 1.2135331028500003 14.668863553700001 23.960918281000001 41.11191809080001 15.015859748200002 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 7 -5 -9 10 -6 -12 13 -2 15 16 23 18 21 20 -16 -18 -23 -8 25 26 29 28 -27 -21
right_child=3 -3 -4 6 9 -7 14 8 -10 -11 11 -13 -14 -15 19 -17 17 -19 -20 24 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10021999803343329 -0.10018486388325812 -0.085681554141253946 0.075964665498088196 -0.091452619195710266 -0.10023977278812296 -0.013098799766447894 -0.0041669090688178931 0.039783124994182295 -0.038360526070857139 -0.00018073544613819573 0.081790431129874178 0.025873337423024157 0.099585017097792189 0.074662868317637673 0.035678062587654401 -0.069535398222203532 -0.053868739675333024 -0.10279299232898179 -0.10046092025712257 -0.01603850414817171 0.0040591043855830707 0.038335136082760901 -0.091651948169998387 0.015858474487181664 -0.00040697636723919259 -0.10152085747372619 0.075176299183647391 0.076902991820831615 -0.0028981492303811526 0.059196454713229901
leaf_weight=0.0045853223871373796 0.0077431064084970682 0.046474044299789963 0.019280541836451448 0.10303834700302061 0.021878928724831659 0.069763333507580683 0.98557224700743906 0.097495621885173023 0.098605842252595721 2.2847391743315484 0.092595351263298653 0.097554339584348782 0.091289145551854745 0.013946801400379627 0.35616050861426518 0.14185128124722712 0.034697155246249056 0.10836514489858473 0.024504698395048763 0.39745011818740639 0.70413205588556593 0.1238904395505358 0.013741371074161179 0.69025794587651035 48.836107588279063 0.11908229042637686 0.28090741130290553 0.084281208766242344 0.67821815564778376 0.13223480982560432
leaf_count=135 59 69 37 50 137 19 70 9 33 68 11 32 22 24 38 16 33 101 33 125 22 211 43 18 2874 37 54 73 144 36
internal_value=-1.20904e-05 -0.0423212 0.0421145 4.04059e-05 0.00594668 0.0462005 -0.000252609 -0.0311795 0.000490096 0.00300044 0.0372795 0.0531027 0.0828171 0.0122438 -8.03655e-05 -0.00706782 -0.00259484 -0.0392534 -0.00427225 0.00020717 0.0146802 0.00940551 0.025357 0.00408135 -9.65335e-05 0.00886284 0.027845 -0.00859074 -0.0176281 0.00274376
internal_weight=56.7604 0.0703399 0.0238659 56.6901 2.67951 0.182742 54.0106 0.29914 0.196101 2.49677 0.212029 0.19015 0.112979 0.0216899 53.7115 2.12288 1.98103 0.305199 0.196834 51.5886 1.06029 0.172329 0.137632 1.67583 50.5283 1.69217 0.810592 0.881582 0.7973 0.529685
internal_count=4633 241 172 4392 372 124 4020 92 42 248 180 43 105 83 3928 525 509 421 320 3403 60 287 254 88 3343 469 215 254 181 161
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=20 15 10 10 8 23 9 21 9 21 15 12 5 22 19 17 13 16 9 10 21 0 22 0 20 21 20 3 22 16
split_gain=0.0110192 0.0234127 0.00990204 0.0426289 0.220043 0.0436896 0.0441773 0.0385107 0.0401555 0.159042 0.0380006 0.231565 0.0509918 0.0420307 0.0337082 0.0277961 0.0267583 0.0235381 0.0480205 0.114372 0.0435056 0.0929019 0.0503912 0.0341689 0.0687571 0.0346967 0.155723 0.0281726 0.07217 0.0233144
threshold=32.724174661450007 36.370482311550013 61.987779113750001 61.966271448700006 8.3434888241000014 -0.26804999999999995 198.44478460200003 11.007427546000001 197.00658341100004 13.165437349500001 41.29990759910001 133.59172866980003 27.179953022650004 -0.054875 14.651182102100002 168.88575108035005 116.36722171835002 22.654947022900004 193.70978346765003 62.046925192600007 17.850008709600004 87.380266155850009 -0.156745 85.705356740550016 41.772405911750006 14.849677877150002 41.257948413050009 93.571785230250015 -0.053874999999999999 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 15 10 9 -9 11 -7 -13 -12 17 -2 -14 20 -19 -20 23 -22 -23 24 29 -25 -27 28 -28 -4
right_child=2 -3 14 4 -6 7 -8 8 -10 -11 13 12 16 -15 -16 -17 -18 18 19 -21 21 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.080793110147357045 0.049231472217875875 0.048393391564290095 -0.033208390990611271 0.0045591194460477182 -0.081810688033424964 -0.0024866711052723219 0.10107398453818593 0.086714462422180505 -0.00061061016446717386 -0.00086943605195454626 -0.0044725627718714541 -0.10290766652392665 -0.077832350285509555 0.021443687629113473 0.032056127525055565 -0.10045239253904906 0.071068542300862181 0.00057353105231544837 0.083344621452651077 0.0065187147063075993 0.10053763951752595 0.038761351122529555 -0.084263343194482046 0.00039609613883780868 -0.086535434978796177 -0.088102637261748773 -0.0044716871058981108 0.00718975044737186 -0.088812857103112916 0.10042698895557754
leaf_weight=0.045458927039191077 0.027795243638080502 0.020290331915020943 0.021381398146757102 1.117604170254707 0.40074359021218686 2.2878817406319727 0.083692591637372971 0.29433643023787714 1.583019322788459 0.70139345694349231 2.6829909686966862 0.3164912659035507 0.021291687789926073 0.81613551634382009 0.33951861791137972 0.02240729844947964 0.027861616238624265 2.2554477786652565 0.26410224431310769 0.72774040429794695 0.12990847742184897 0.071964129219850292 0.06196032969216958 40.073580798768376 0.12101849374835183 0.24273993259453819 0.64436510366647326 1.1105513396905733 0.12041540871331324 0.033524990081787109
leaf_count=237 68 4 53 73 27 166 3 36 22 50 85 78 53 49 38 43 38 46 31 49 9 51 78 2883 172 34 112 17 25 3
internal_value=-1.14682e-05 -0.0409259 3.60584e-05 -0.00275442 -0.0182368 -0.000102771 0.0565867 -0.000972098 0.00928621 0.0250202 -0.00527164 -0.0142963 -0.0881908 0.00157214 0.000662983 -0.0175781 0.00656929 0.000430662 0.00863766 0.0269755 -0.000194476 0.0402874 -0.0181562 -0.000446566 -0.0444259 -0.000263187 -0.0127367 -0.00298147 -0.0177513 0.0483873
internal_weight=56.6676 0.0657493 56.6019 10.3836 1.51835 8.8653 0.133895 8.7314 2.57875 0.99573 6.15265 2.65353 0.365645 3.49913 46.2182 0.0502025 0.0491533 45.8787 3.24729 0.991843 42.6314 0.263833 0.133924 42.3676 0.175925 42.1917 2.11807 1.87533 0.764781 0.0549064
internal_count=4633 241 4392 791 100 691 114 577 108 86 469 335 169 134 3601 111 91 3563 126 80 3437 138 129 3299 228 3071 188 154 137 56
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=3 9 10 22 21 15 6 6 17 7 6 0 4 0 6 22 5 10 18 22 15 22 10 22 16 6 8 17 20 19
split_gain=0.00970961 0.044167 0.121537 0.050968 0.043306 0.0423523 0.0595286 0.0262413 0.0652062 0.0532973 0.0356103 0.0181168 0.0650908 0.0406096 0.0192551 0.0182564 0.0614501 0.0766583 0.0384677 0.045299 0.0742512 0.0320343 0.137834 0.0503346 0.0663071 0.103393 0.057786 0.0479256 0.034078 0.0319408
threshold=93.883646373400012 187.45330412110005 61.928633034850002 -0.074029999999999999 4.8172533029000011 42.629181320700006 16.575387281250006 16.545386580300001 190.4716172434 19.506002767000002 15.745367888000002 85.823648898300021 197.71977442185002 85.866664228400012 16.475384944750001 -0.60414999999999985 19.221712148250003 71.504920895500007 12.880535946600002 -0.58835000000000004 22.654569872000003 -0.27494999999999997 62.186725015400008 -0.16533 22.594947163200004 15.975373262050001 8.1436447804000007 205.45998821870003 44.701063782750005 12.751028791950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 5 7 -5 -3 -7 8 9 10 -2 12 -1 -13 -14 16 17 -15 -17 20 -20 22 -21 24 25 26 28 -24 -23 -30
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12 13 14 15 -16 18 -18 -19 19 21 -22 23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.029905737319463718 0.081862160084103075 -0.017835250490719403 -0.089576071275048436 -0.10058363456062187 0.084313586080415059 0.084033802520371154 -0.026141014528228985 0.002525685058098269 0.063096350963027931 -0.10132496948973567 -0.056441436181916577 -0.045284258288825742 0.0074273214891001915 0.093487606312901303 -0.01124598969004878 -0.038460513540049361 -0.089337969012805635 -0.042184878303096307 0.091948133149150096 0.10233826929114141 -0.033404834646048695 0.072218638080335948 -0.077977864691934615 8.4056103004755763e-05 -0.066277792833455404 0.1008551261548625 -0.10103523992905912 0.019089503018446665 -0.049953699071046534 0.063629703999869752
leaf_weight=0.92875563877168987 0.034143144853715834 0.61717700725421287 0.21399311028721968 0.014258191404706522 0.11353715920074592 0.11073499069425452 0.088024678075271368 2.0491600374791687 0.056061414963210154 0.11798995239357168 0.040939950623396726 0.19847887323703517 1.1369253381199089 0.067286147735994173 1.0737142294601651 0.25627659823295701 0.097668812730262289 0.10929122279182835 0.13235818434054536 0.06563339382409239 0.073490536326062283 0.087283057065724701 0.24020547813734794 48.094137371948193 0.060039261254132725 0.19102043036036775 0.044132134292340197 0.064529886898014865 0.072925680746493526 0.037483606214664178
leaf_count=29 13 75 146 60 131 16 33 308 13 142 47 20 23 7 18 38 16 85 67 1 34 98 117 2867 24 25 21 43 100 16
internal_value=-1.21869e-05 -0.00514793 -0.0224984 0.00221772 0.0636845 -0.00490611 0.0352407 -0.00120011 -0.0318452 -0.0594128 0.00645048 0.000322505 0.0076908 -0.000141134 -0.00164236 3.91692e-05 -0.0256906 0.00951415 0.000181953 0.000383387 0.0471956 0.000186558 -0.0291117 0.000409892 0.032204 0.0458643 0.00242625 -0.0574232 0.0255226 -0.0113925
internal_weight=56.4877 3.45602 1.02993 2.42609 0.127795 0.815937 0.19876 2.29829 0.249134 0.193073 0.0750831 53.0316 3.1394 49.8922 2.21064 49.6938 0.274246 0.176577 49.4195 49.1632 0.205849 48.9574 0.370369 48.587 0.492884 0.432845 0.241824 0.304735 0.197692 0.110409
internal_count=4633 984 270 714 191 124 49 523 215 202 60 3649 70 3579 41 3559 108 92 3451 3413 101 3312 161 3151 284 260 235 160 214 116
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=20 23 8 21 10 0 22 13 4 21 23 23 19 9 8 20 18 21 22 22 22 20 20 2 17 20 15 17 17 23
split_gain=0.00926013 0.0226367 0.0100989 0.00867952 0.0974794 0.0594769 0.040749 0.0151315 0.0255636 0.0175459 0.0362883 0.0157449 0.0176113 0.012491 0.0629513 0.0659477 0.0356794 0.0292685 0.0244177 0.0429002 0.0246949 0.0235634 0.0217719 0.049826 0.0589131 0.0218954 0.0742151 0.0605083 0.19048 0.0439475
threshold=32.724174661450007 0.088565000000000019 7.943800736700001 18.476280862950002 62.111448187750007 87.380266155850009 -0.156745 95.636521074450016 310.6261364962001 3.2738626606000003 -0.15544999999999998 -0.222165 10.450843205950003 177.59430306730005 5.1459841250500009 43.895345911700005 14.012834869550002 12.717166023350002 -0.61402999999999996 -0.237895 -0.15580499999999997 45.044778924400006 44.131787411600008 83.777728670400009 196.21449749970003 43.477771593600004 38.992510055900006 192.00947391610003 188.27285108100003 0.090850000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 8 -2 -10 11 12 -11 14 15 17 18 -9 -17 -20 -21 -22 25 -24 -25 -15 27 28 -27 -28
right_child=3 -3 -4 4 5 6 -8 13 9 10 -12 -13 -14 22 -16 16 -18 -19 19 20 21 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.100045576544406 -0.10016620962952759 -0.082328879191599855 0.075829446836316039 -0.094595575403291748 0.10086901606617978 0.034962805427661399 -0.08024493879101384 -0.10059402768578161 0.047914403298553065 0.032923678351145291 -0.10013995381631019 0.065037517060609604 -0.10032677067628751 -0.00012058350109368233 0.091765722293747354 0.095517817863425572 0.062906863565044477 0.052982929319087518 -0.080240734800480523 0.039289426128805288 0.044578522592239628 -0.10047124471114358 -0.0030664350673755818 -0.10193724049060796 0.043060984718803569 -0.087746277140707041 0.018744009694162029 -0.0043458847048727699 0.10069860744699688 0.094745073750721609
leaf_weight=0.0039943097266758034 0.03891126074121487 0.040885144062750456 0.017878006749015185 0.10480832518714933 0.067535660229623318 0.06987092792041949 0.054764378721756657 0.076726041828833469 0.039625472841493092 0.021676089190350467 0.044586003523818363 0.03332003953119056 0.018286224719759048 52.314195956769254 0.08986942378578533 0.023115712392609566 0.12369059276898042 0.014803573800236336 0.066338101627252399 0.11869251469761366 0.017956567718897531 0.029763197667648456 0.52986108339973625 0.11813974830329244 0.036733968756379909 0.074897196322239679 0.15573388424945722 1.6570595381926976 0.18898077984340489 0.14876299945171922
leaf_count=165 445 69 7 36 5 48 62 367 164 23 315 22 25 2132 20 5 105 20 153 71 34 48 11 83 14 100 32 33 8 11
internal_value=-9.80845e-06 -0.0384012 0.0437113 3.30025e-05 -0.0170174 0.025293 -0.0156591 0.000123454 -0.0275843 -0.00965179 -0.0290046 0.0142751 -0.02805 0.000221005 0.0150681 0.000436394 0.0188099 -0.0757552 -0.00250742 -0.0122428 0.0148636 -0.0458902 7.01927e-05 -0.0176504 -0.0675456 0.000292671 0.0100072 0.00273656 0.0472118 0.0558746
internal_weight=56.3415 0.0627575 0.0218723 56.2787 0.296979 0.192171 0.124635 55.9817 0.196405 0.157494 0.117868 0.0732824 0.0399623 55.7853 0.560956 0.471086 0.379557 0.0915296 0.255866 0.23275 0.166412 0.0477198 55.2244 0.684735 0.154874 54.5396 2.22543 1.92094 0.263878 0.304497
internal_count=4633 241 172 4392 151 115 110 4241 994 549 385 70 48 3247 823 803 416 387 311 306 153 82 2424 108 97 2316 184 141 108 43
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=18 20 20 22 0 16 16 15 19 20 19 19 17 7 23 19 21 20 21 7 15 6 4 10 5 9 22 22 0 2
split_gain=0.00860189 0.0236122 0.023813 0.0222483 0.018624 0.0218038 0.0234459 0.0159891 0.0125112 0.0121179 0.0105489 0.00924637 0.00831081 0.104974 0.0670116 0.125206 0.0602121 0.0591242 0.0499479 0.0589447 0.0311088 0.126898 0.0440957 0.13769 0.0567459 0.0340037 0.0295392 0.0311143 0.0292179 0.0274242
threshold=17.108018746400003 41.243661560350013 42.206017975500011 -0.09280999999999999 101.19356403005001 17.684958644900004 9.5099777615500027 11.676302079100001 11.050891619700002 50.427417695700008 10.150818999100002 11.950964240300001 201.23649604560003 23.853977146050003 0.094595000000000026 14.551174033150001 1.0000000180025095e-35 38.751720283100006 7.2436429957500001 24.176603375500004 40.042228346200012 16.325381439950004 248.32992249220004 62.425997789000007 17.886193876600004 212.49340169810003 -0.025719999999999996 -0.10290999999999999 94.985914206850012 103.92649527695001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 -3 7 -2 6 10 -4 9 -5 -6 -10 -1 29 16 17 28 26 -19 -20 22 25 -18 -24 -25 -22 27 -16 -15 -14
right_child=1 2 3 8 5 -7 -8 -9 11 -11 -12 -13 13 14 15 -17 20 18 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00042620281889890478 0.09113000328730575 -0.087723230540514882 0.04433573439600963 -0.10033242879136346 -0.10020426020672731 0.1000878217523052 -0.081048558236850587 -0.1004207999230191 0.099473539586822424 0.07118258133089897 0.089545900756380831 0.02392714552272604 -0.10195669007113919 0.093942804775098698 0.038849025731359621 0.069841068426876013 0.0011435346561480977 -0.10646670768341798 0.040039813147223213 -0.079309395796290483 0.095820813133219107 -0.010031395909022382 -0.10741302969875276 -0.063192937401132784 0.0078063762600550151 0.025925703588087125 0.067752039356136495 -0.10105746922308281 0.011857496954240225 -0.038218467551656636
leaf_weight=47.279141005013905 0.057740384960197733 0.030865295772571244 0.011093982772067079 0.01090882963572426 0.0035132291295640874 0.020934236471475742 0.028374422510824004 0.024440448583021634 0.030720653335833958 0.006618496971896092 0.017643882931125177 0.034278360849384626 0.10899948132282666 0.1022164496825998 0.029972972151040445 0.097986582200974226 5.8402139305262608 0.20414412979812369 0.066988549020607024 0.10825424773020131 0.19186560639354855 0.56024485109082889 0.15783804416423652 0.13702090124405686 0.63086450953414897 0.10922932752873749 0.049222169822314643 0.033845549431134714 0.07531212488993333 0.17732334958918727
leaf_count=3120 21 99 71 133 143 17 167 91 23 17 43 29 21 14 25 14 98 45 10 50 23 31 31 97 51 28 12 16 34 59
internal_value=-8.97227e-06 0.0175654 -0.00951737 0.0109284 0.0490252 0.0145241 -0.0216389 -0.0552273 0.0394139 -0.0355666 0.0580371 0.0596328 -9.60054e-05 -0.00293992 -0.000909182 -0.0333926 0.00154811 -0.0539347 -0.0728489 -0.0336868 0.000208091 0.0181073 -0.00207057 -0.0223478 -0.00486269 0.0704647 0.00954504 -0.0353491 0.0591201 -0.0624828
internal_weight=56.2378 0.277132 0.148926 0.118061 0.128206 0.0704658 0.0495315 0.0355344 0.0825263 0.0175273 0.0211571 0.064999 55.9607 8.68154 8.39522 0.590414 7.80481 0.492428 0.379387 0.175243 7.62728 0.86134 6.76594 0.925723 0.767885 0.301095 0.113041 0.0638185 0.177529 0.286323
internal_count=4633 854 463 364 391 370 353 162 202 150 186 52 3779 659 579 172 407 158 105 60 359 82 277 179 148 51 53 41 48 80
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=3 9 10 22 21 15 6 17 6 7 6 20 0 22 0 18 22 5 21 22 13 19 22 10 22 10 6 8 9 7
split_gain=0.00833681 0.0362127 0.108841 0.0442575 0.0372594 0.0340019 0.0516482 0.0253043 0.0376888 0.0386948 0.0311578 0.0165468 0.0151527 0.0563522 0.0326506 0.0309876 0.0159912 0.0542224 0.0707803 0.0332238 0.0807479 0.0832849 0.0309737 0.132528 0.0431793 0.0608207 0.0740514 0.0509845 0.0315236 0.029989
threshold=93.883646373400012 187.45330412110005 61.928633034850002 -0.074029999999999999 4.8172533029000011 42.629181320700006 16.575387281250006 188.85216786605002 16.525386113000007 19.506002767000002 15.745367888000002 43.968221017800005 85.823648898300021 -0.092084999999999986 85.866664228400012 12.880535946600002 -0.60414999999999985 19.221712148250003 2.3083050893000006 -0.58319500000000002 104.04332964835001 11.750948102400001 -0.27494999999999997 62.186725015400008 -0.16533 62.025417527550012 15.975373262050001 8.1436447804000007 211.36251378275003 23.322419822750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 5 7 -5 -3 -7 8 9 10 -2 -4 13 -1 -14 -16 17 18 -17 20 21 -18 23 -21 25 -24 27 -27 29 -25
right_child=1 2 11 4 -6 6 -8 -9 -10 -11 -12 -13 14 -15 15 16 19 -19 -20 22 -22 -23 24 28 -26 26 -28 -29 -30 -31
leaf_value=0.030852952065587413 0.077064581329639892 -0.015823292977133682 -0.1012445861130962 -0.1005389692984669 0.082283476619199533 0.080971168149396644 -0.023763996865926999 0.040899435361100328 -0.00036440733890006656 -0.10134382744432893 -0.070082348008688164 -0.026184826898185333 -0.041038585455159961 -0.00054445042914143195 -0.034961860439245838 -0.091061582446016628 0.092714323600057894 -0.086461149717280694 0.051846307105893601 0.10211016415763033 0.087782016757108117 -0.10093316296345492 -0.10092906226145455 -0.01718978777188368 7.4647270797867642e-05 0.024060883820000864 0.085841661785918982 -0.10093726905082956 0.022081070110215508 -0.10255740204349256
leaf_weight=0.75457188505242845 0.030198338050923978 0.62356289993476799 0.1604345055933436 0.01250701788995856 0.10255076957434994 0.10185153826569149 0.087561228566300997 0.13455646492650419 2.0017281931043271 0.077095424152361147 0.027489312491979945 0.035951145647231897 0.19429660442983632 2.3579698659159467 0.25171315823717932 0.049291077908015235 0.034549328966305803 0.091475944529520348 0.11674148188620848 0.059495672583573689 0.13581989560043439 0.062184105757239649 0.032378621548551645 0.056536015912683979 47.912079695894619 0.18229075081875123 0.19762048157281242 0.039745723754094797 0.035961460857180327 0.15121254477025126
leaf_count=23 13 75 129 60 131 16 33 27 320 132 31 17 20 47 38 36 32 16 56 1 15 70 22 28 2867 213 27 22 27 89
internal_value=-1.03256e-05 -0.00481312 -0.0206914 0.00190358 0.0624103 -0.0045519 0.0325545 -0.00116183 -0.00381083 -0.0549953 0.00694614 -0.0875038 0.000299027 0.00706721 -0.000125666 3.52202e-05 0.000214425 -0.0246401 0.00942039 0.000345309 0.0380529 -0.03177 0.000165126 -0.0316967 0.000364876 0.0311267 0.0413155 0.00168554 -0.0643623 -0.0793257
internal_weight=56.1114 3.39549 1.00936 2.38613 0.115058 0.812976 0.189413 2.27107 2.13651 0.134783 0.0576877 0.196386 52.7159 3.11254 49.6034 49.4091 49.1574 0.257509 0.166033 48.8999 0.232553 0.0967334 48.6673 0.303206 48.3641 0.452036 0.419657 0.222036 0.24371 0.207749
internal_count=4633 984 270 714 191 124 49 523 496 176 44 146 3649 70 3579 3559 3521 108 92 3413 117 102 3296 145 3151 284 262 235 144 117
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=21 10 0 18 18 13 13 12 10 22 20 22 22 13 23 15 14 21 12 22 22 6 0 19 20 22 6 5 7 22
split_gain=0.00806342 0.0848329 0.0531005 0.038276 0.0129274 0.0121085 0.0112857 0.0230246 0.0166892 0.0253515 0.0332127 0.0484209 0.0221729 0.0157853 0.0195169 0.0115651 0.100514 0.038219 0.0239024 0.0158811 0.100998 0.080862 0.0604978 0.0616218 0.0423539 0.025171 0.0897735 0.0775593 0.0550083 0.0487383
threshold=18.476280862950002 62.111448187750007 87.380266155850009 15.502113896900001 16.553048136000005 96.975373223400013 97.873318238950006 150.80177373595004 70.311245485600026 -0.16262999999999997 42.388109226950007 -0.088880000000000001 -0.61402999999999996 95.636521074450016 -0.17949499999999999 46.055224235250002 329.73756363125005 4.1356549245000007 218.12027148180002 -0.51760499999999998 -0.58319500000000002 13.825323026450002 98.230883170350012 12.350996516100002 40.542362378300005 -0.14704500000000001 15.205355270700002 22.627560662300002 23.032419884600003 -0.24275499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 5 -5 -4 7 -1 -9 12 -11 -12 -10 14 -14 19 17 18 -17 20 21 22 -8 -24 -23 26 28 -28 -21 -29
right_child=1 2 3 4 -6 -7 15 8 9 10 11 -13 13 -15 -16 16 -18 -19 -20 25 -22 24 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.10034050456004556 -0.092877106332946491 0.1007954484927493 -0.0038550959432407991 0.080180155492875202 -0.013975313272861065 -0.10147035668144729 0.092267333937778473 -0.10014024122845984 -0.10052620430604307 -0.087071107185894989 -0.10032512410811399 0.037209276079066947 0.04793907678086097 0.084951516985643794 -0.10012860340514949 0.026569682033301862 0.00052375583862030253 -0.10167038829125835 -0.10046944482790972 0.015083139356925008 -0.1008673661170964 0.0009185888647093353 0.08096878067166241 -0.10069665578727477 -0.085478159629391981 0.0003631211598613273 0.063069774337382534 -0.080257873983773237 -0.083557965354749464 0.02135671884169725
leaf_weight=0.030798708704884326 0.096132696735366063 0.059475558344274759 0.018338311085244641 0.035476355966238771 0.024758907354225812 0.041383762310488237 0.130205977067817 0.019252988698397644 0.010929578263073836 0.060726442080866416 0.034396242662069199 0.10007783092370914 0.029955864616272088 0.055199446174128752 0.012666013580949098 0.049168376397573321 1.7658806744229876 0.14348855803018523 0.021194583474425599 0.10868138997339727 0.11268264562327956 0.13640044989278977 0.033538606337970123 0.042123254439502489 0.09715799464538577 51.968689181604333 0.40650076918598188 0.069117062639406868 0.11782521746891916 0.14886644458351839
leaf_count=315 36 5 15 19 35 41 16 72 39 395 165 164 29 32 151 19 100 66 53 70 132 36 7 37 14 2068 59 39 105 299
internal_value=-1.05246e-05 -0.0170743 0.0235377 -0.0147672 0.0414788 -0.0714965 7.38871e-05 -0.0177243 -0.00985168 -0.0041326 -0.025689 0.00203025 0.0345597 0.0496528 0.00393756 0.000187716 -0.00731749 -0.0720666 -0.0116968 0.000466109 -0.016406 0.00525248 0.0509437 -0.0201699 -0.0350216 0.000642468 0.0177018 0.0372628 -0.0362284 -0.0108627
internal_weight=55.9811 0.275566 0.179433 0.119957 0.0602353 0.0597221 55.7055 0.354003 0.323204 0.303951 0.195201 0.134474 0.108751 0.0978213 0.0426219 55.3515 1.97973 0.213852 0.070363 53.3718 0.552109 0.439426 0.205868 0.0756619 0.233558 52.8197 0.850991 0.624484 0.226507 0.217984
internal_count=4633 151 115 110 54 56 4482 1362 1047 975 724 329 251 212 180 3120 238 138 72 2882 242 110 60 44 50 2640 572 397 175 338
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=17 23 13 14 20 10 5 7 18 21 15 6 8 9 21 18 18 21 5 19 2 22 15 9 8 7 7 20 2 17
split_gain=0.015361 0.023608 0.0187291 0.0103896 0.0107284 0.00910021 0.037062 0.0146734 0.0295391 0.0206765 0.00838524 0.0572037 0.0274508 0.0611649 0.0422137 0.0284256 0.0306365 0.0256598 0.023381 0.0205255 0.020364 0.0160409 0.0134678 0.0202986 0.0410722 0.0291348 0.0454189 0.0172098 0.0461495 0.0694198
threshold=162.43086425485004 0.072890000000000024 120.78166996855002 326.60313215985008 41.404176814550006 60.87206898960001 29.110986871100003 21.698399695800003 11.939817493900003 11.534227923400001 20.734744936600006 14.055328400500002 8.0437227585500022 202.05151640955003 5.6297227860000012 16.399957653700003 16.622853636350005 4.5589219677500008 14.121416629950001 12.250988447150002 156.09660346185004 0.20852500000000004 21.761438576950002 177.59430306730005 1.6487133604500002 21.833224794850004 20.797746106000002 44.131787411600008 83.777728670400009 196.81899330385002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 8 9 -8 11 12 13 -7 17 -15 -17 20 21 -13 -14 -18 -12 24 -24 26 -26 -25 -29 -30
right_child=5 -3 -4 -5 -6 10 7 -9 -10 -11 22 19 14 15 -16 16 18 -19 -20 -21 -22 -23 23 27 25 -27 -28 28 29 -31
leaf_value=0.076495834952386071 -0.082212045388783461 -0.10051405345695119 0.10014505360137448 0.059700163821069387 -0.10056150347247238 -7.1036594491109812e-05 0.078039959758912078 0.10018507109323527 -0.078781066472835004 -0.039955973813291377 -0.0089677806481893389 0.09817050682744384 -0.10148959621777283 0.099583993890781694 -0.095757098622866466 -0.10031407390155754 -0.074555664559438753 0.075622943073160365 0.098283393873857927 0.01602442107531735 0.02480161345508371 0.079404262372382794 -0.1002578491165228 0.00021461300704821398 0.044647866295426629 0.06856002276798949 -0.088036635545410039 -0.0022484134484223269 -0.10168977188840284 0.071118387384268761
leaf_weight=0.0041311591771336911 0.065783574246096488 0.038428251632993238 0.014401594176888466 0.0082769936548743317 0.019942170040025076 1.9139864083395042 0.042358520026482438 0.016177848956431262 0.033564974657906532 0.022867853065690724 1.6720588151487721 0.087018476926047472 0.024651920526082338 0.092472127842938678 0.070291834518457108 0.017033702417393215 0.01870844744473743 0.034397596784401685 0.040685233682324906 0.046763285827637446 0.026485199456374175 0.010602410984574817 0.023333930160993499 50.581253377317637 0.078973668473281577 0.14285657001471463 0.038315189987770282 0.52648676966782559 0.11362589289274183 0.029225517539089196
leaf_count=35 201 236 4 18 108 927 55 7 64 31 118 24 18 14 37 29 145 7 10 34 24 6 134 1963 147 91 39 10 82 15
internal_value=-1.28854e-05 -0.0424464 0.00528295 -0.0369474 -0.0701772 5.19254e-05 -0.0223496 0.0119027 -0.00255422 0.0366715 0.000124766 0.00592803 0.00214957 0.00516353 -0.0383422 0.0609785 0.0199589 0.00884097 0.0492276 0.0694564 -0.0360802 -0.0188648 -0.000135162 0.000151419 0.0268369 0.0382367 0.00130332 3.81489e-06 -0.015926 -0.0663355
internal_weight=55.8552 0.0851802 0.0467519 0.0323503 0.0240733 55.77 0.180753 0.114969 0.0987913 0.0652264 55.5892 2.3831 2.24931 2.09349 0.155827 0.179502 0.0870298 0.0855347 0.0699961 0.133782 0.0511371 0.0293109 53.2061 51.5341 0.283479 0.260145 0.117289 51.2506 0.669338 0.142851
internal_count=4633 401 165 161 143 4232 358 157 150 86 3874 1275 1217 1131 86 204 190 49 161 58 42 151 2599 2481 411 277 186 2070 107 97
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=18 20 20 22 6 0 16 16 15 19 19 5 22 0 20 23 9 8 9 7 23 16 23 2 23 20 15 20 2 17
split_gain=0.00808916 0.0199126 0.0199268 0.0159792 0.0162186 0.0148968 0.0194778 0.01912 0.0141123 0.0131592 0.00834544 0.00831005 0.0197615 0.0239636 0.0212554 0.016661 0.00930465 0.0531401 0.0426409 0.0387683 0.0292207 0.0304067 0.0234732 0.0241103 0.0221081 0.0210967 0.0183684 0.0150193 0.0416464 0.062538
threshold=17.108018746400003 41.243661560350013 42.206017975500011 -0.09280999999999999 3.6650856341500009 101.19356403005001 17.684958644900004 9.5099777615500027 11.676302079100001 12.651020723000002 10.150818999100002 11.783123780850001 -0.15734499999999998 106.56510337475001 47.74983977685001 -0.222165 177.59430306730005 5.1459841250500009 74.737174262250008 23.883283491600004 -0.17949499999999999 13.534968349350001 -0.25420999999999999 206.22726210890002 1.0000000180025095e-35 47.927946529500012 22.853312863800003 44.131787411600008 83.777728670400009 196.81899330385002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 5 -3 8 -5 -2 7 10 -4 -6 -7 12 14 -14 -1 -15 17 18 19 20 22 -22 26 -24 -23 -26 -13 -18 -29 -30
right_child=1 2 3 4 9 6 -8 -9 -10 -11 -12 16 13 15 -16 -17 27 -19 -20 -21 21 24 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.10029544212518077 0.089163526453919131 -0.084926253461887813 0.042868560967261979 -0.10013765640988899 0.079533058405911322 -0.10015805946410682 0.10007259961631075 -0.079238082167040577 -0.10030439002090517 -0.01775865189098241 0.087763425999907316 -0.059130655437483998 -0.10029906894765582 -0.10029160924964237 0.045507178846183938 0.049974103830086151 2.8572213031868313e-05 0.089977760814807253 -0.10010816262767114 0.093855555561030854 -0.10061810455058978 -0.081864887208156642 -0.02248400122936671 0.086170028630614959 -0.031944512359258111 0.055250675122672434 0.05200975308968081 -0.0026656020915771807 -0.10152645396420534 0.067363125588247225
leaf_weight=0.012330068749349721 0.050894020627312186 0.02688478829622909 0.010609673975032763 0.0078506481212343715 0.048531029198841225 0.0028151534486600118 0.018933586818548065 0.024455644007548738 0.019608086968389671 0.019482983720081393 0.014719155924083793 0.041365099526387894 0.049513025159910629 0.010347195359088346 0.05287723841775005 0.025719744254415922 54.204321627181784 0.076974434708972694 0.038847092345775991 0.048091716345879831 0.045069045374474537 0.030433527194077215 0.027763594198859209 0.077237816929482506 0.052312330448557987 0.059091848277603276 0.023216871152726526 0.53074086044216429 0.10314488711992453 0.027843457508424763
leaf_count=74 21 99 71 76 111 143 17 167 91 15 43 47 269 29 57 86 2272 20 412 14 70 92 34 34 101 18 39 11 85 15
internal_value=-1.18823e-05 0.0181268 -0.00802826 0.0114602 0.0359546 0.0492288 0.0158684 -0.0220999 -0.0500353 0.0516633 0.0575924 -9.18297e-05 -0.0235357 -0.0551359 0.0179373 0.00686458 -2.80048e-05 0.0132805 -3.32778e-05 0.0095757 -0.00179393 -0.0290649 0.0282628 0.0574406 -0.00632882 0.0143062 -0.0191763 -0.000154236 -0.0151286 -0.0656265
internal_weight=55.782 0.244785 0.132967 0.106082 0.0758647 0.111818 0.0609235 0.04199 0.0302178 0.068014 0.0175343 55.5372 0.150787 0.08558 0.0652073 0.0360669 55.3865 0.520403 0.443429 0.404582 0.35649 0.186907 0.169583 0.105001 0.141838 0.111404 0.064582 54.8661 0.661729 0.130988
internal_count=4633 854 463 364 202 391 370 353 162 126 186 3779 515 384 131 115 3264 881 861 449 435 281 154 68 211 119 86 2383 111 100
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=9 9 0 21 23 21 8 9 9 4 21 15 23 16 17 20 15 21 21 8 12 22 20 20 9 20 17 17 9 22
split_gain=0.00764777 0.0607099 0.142088 0.185448 0.0903569 0.0249776 0.110905 0.139611 0.0750786 0.0456525 0.0640516 0.0427398 0.0639627 0.0658404 0.0436122 0.0307609 0.0305714 0.0283236 0.0710241 0.0536441 0.0293598 0.0781841 0.0491421 0.0341799 0.0334298 0.0292041 0.0551542 0.0584599 0.0606852 0.0240007
threshold=203.09362050815002 201.65416293750005 96.631250582750013 2.6652760371500004 0.11071500000000002 9.5763142249000008 8.543332867800002 204.20786774030003 216.72927494925003 160.20223982390002 3.9632429946000003 20.734744936600006 0.092385000000000023 13.854967601050001 193.29780372785004 42.283941020600004 32.145494189350011 7.6045750414500004 8.7680435256500022 8.4434108459500017 240.34153606785003 -0.093604999999999994 41.489621506400006 40.00488309970001 215.63980588275004 43.61821939175001 195.44378352670003 191.75825325995004 204.67141890465004 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 -3 -5 9 7 -7 -9 10 16 12 13 -11 -14 -10 -2 20 19 -19 25 -22 23 -23 -24 -13 27 28 -27 -1
right_child=5 2 -4 4 -6 6 -8 8 15 11 -12 17 14 -15 -16 -17 -18 18 -20 -21 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0021921637250549844 -0.10133368834665937 0.04218995627135913 0.0039337615678927927 -0.10221571441526596 -0.019808511426222176 0.083840848514186939 0.0031206151092845009 -0.094835270345825701 -0.056846577996733955 -0.073018386355041362 0.080120884438017681 2.2121084324392589e-05 0.050994958713796418 0.093503142520816276 -0.10102142192597147 0.083594097714465743 0.036990842983477525 0.082148076289523489 0.00095646841633015712 0.010878372800363377 0.050987622616428786 -0.052884347160084368 -0.1016519019260954 0.04275088293438313 -0.026473315088980764 0.10089252292008687 0.0043421582902296576 0.10243005621757617 -0.10125139237156447 -0.0030753288046463691
leaf_weight=22.051204415382315 0.034585501533004215 0.16816632042173196 1.1874931216102309 0.42268255531962495 0.19418027602478105 0.064386870697489385 1.7601514813498509 0.32231906145301537 0.027130778812534118 0.027484247578846488 0.16618105287489016 11.991963020132966 0.032903896077002059 0.17446982142428169 0.044255749086573815 0.036683224883745424 0.029697390371438814 0.22967502182291255 1.0536898571008348 0.19551637940458022 0.11090926905126253 0.066563970921834748 0.14762699716084171 0.085211062934831716 0.098690180620906176 0.025775425136090102 0.56410883134230971 0.13553166389465332 0.035040943776039057 14.233215763463475
leaf_count=2183 33 14 50 72 13 10 75 104 36 171 43 337 27 24 46 18 11 27 21 23 64 49 83 52 33 1 7 3 65 938
internal_value=-1.14216e-05 -0.000802912 -0.0178883 -0.0508978 -0.076275 0.00172277 -0.00821108 -0.0524833 -0.075215 0.00316282 0.0473325 0.00248506 0.0412512 0.070841 -0.0361957 0.0238852 -0.0374306 0.00175101 0.0148775 0.049376 0.00028717 -0.0232643 -0.043951 0.000808144 -0.0715306 0.00122721 0.0202307 0.0658785 -0.015578 0.000125895
internal_weight=55.7175 38.2569 1.97252 0.785029 0.616863 17.4606 2.21067 0.45052 0.386133 15.2499 0.230464 15.0194 0.279114 0.201954 0.0771596 0.063814 0.0642829 14.7403 1.47888 0.425191 13.2614 0.509001 0.398092 0.151775 0.246317 12.7524 0.760457 0.196348 0.0608164 36.2844
internal_count=4633 3270 149 99 85 1363 243 168 158 1120 87 1033 268 195 73 54 44 765 71 50 694 281 217 101 116 413 76 69 66 3121
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=20 20 9 7 12 4 21 22 10 22 6 23 23 14 6 22 7 20 21 19 21 17 15 16 13 10 21 23 22 16
split_gain=0.00750104 0.0584951 0.0939228 0.0184682 0.0556041 0.0314652 0.0495296 0.0225526 0.0199185 0.0549533 0.0214518 0.019883 0.0342177 0.0325635 0.0207685 0.0198215 0.0186482 0.018323 0.0203421 0.0176141 0.0263622 0.0945334 0.0532362 0.0172847 0.0156858 0.025413 0.0960711 0.196494 0.0855571 0.037191
threshold=38.474425342400004 38.751720283100006 201.81004550795004 22.093462376800005 100.38148940995002 156.40313730310001 4.1758245803000014 -0.237895 61.821094709650005 -0.063379999999999992 16.585387514950003 -0.17949499999999999 -0.25587999999999994 173.35860777470003 22.560527123150003 -0.57826499999999992 21.442433661550002 48.109449608500007 6.5613067478000007 14.351157895250003 3.3335862513000003 196.81899330385002 35.645792850250011 22.834946602000002 117.69263157665002 61.987779113750001 11.007427546000001 0.087125000000000022 -0.054875 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 4 -3 6 -5 15 9 -7 24 12 -9 -13 17 -6 -17 -15 -19 20 -1 -22 -23 -21 25 26 27 -10 -29 -27
right_child=1 3 -4 5 7 8 -8 11 10 -11 -12 13 -14 14 -16 16 -18 18 -20 23 21 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0031864726301767694 -0.10590701041110236 -0.077651202760964891 0.019654865603061875 -0.0095543471600014612 0.035441740542392436 -0.092044947819122688 0.057890345929818954 -0.032272641649018441 -0.0047131138108087826 0.038893381440893937 -0.018097416283104087 0.088086276760227344 0.073643607111022538 -0.072992103563268837 0.10020012675823708 -0.095232124793324949 0.042494563234363375 0.06542483374701924 -0.05128352125691521 0.018171135629560849 0.0018324247794258459 -0.10332696202839653 0.028436354595012654 -0.0028365921324608051 0.0081881748805282314 -0.00030310401779386968 0.0040125888760498022 -0.10582168149598048 -0.031707632694608308 0.011075086706190165
leaf_weight=4.5543119262958696 0.13289204032557123 0.12315227632757242 0.1079797295511753 0.20272277630283397 0.023178004936198704 0.07898854252584897 0.23523124831262976 0.04483533488962621 1.7269040734827279 0.053940782877133553 0.65651214742683706 0.02804519262872418 0.095409404157635436 0.07593279251182139 0.011402173433452845 0.056982826541798204 0.01188080225279009 0.026969571935296699 0.033467094334355352 1.2385355173610149 0.6766519464634938 0.15567252852423863 0.038184586483112071 0.57278301342739713 2.2832717755518379 35.027491022231509 3.5223138873466269 0.32396378373232437 0.29999585889163416 3.1293572469839992
leaf_count=714 32 67 21 26 11 34 24 82 54 24 33 15 65 196 2 185 27 19 56 53 111 92 15 24 32 2400 60 30 21 108
internal_value=-1.29583e-05 -0.000462681 -0.0496192 -0.000216375 -0.018758 -9.17712e-06 0.0266711 -0.000985899 -0.000257247 -0.0389121 -0.00014785 0.0117 0.0397829 -0.0107011 -0.0294497 -0.0445479 -0.0714706 -0.04029 0.000797021 0.00298966 0.000138763 -0.0158062 -0.0773732 0.011528 0.000106594 -0.000312494 -0.00643605 -0.0220913 -0.0701881 0.000630055
internal_weight=55.549 48.3128 0.240872 48.0719 0.531255 47.5407 0.437954 0.408103 47.1027 0.132929 46.9698 0.316062 0.140245 0.175817 0.147772 0.0920416 0.0688636 0.136369 0.0604367 7.23614 5.42482 0.870509 0.193857 1.81132 46.3133 44.03 5.87318 2.35086 0.62396 38.1568
internal_count=4633 3624 53 3571 725 2846 50 658 2796 58 2738 435 147 288 273 223 212 271 75 1009 932 218 107 77 2705 2673 165 105 51 2508
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=3 6 12 18 23 17 8 17 9 18 4 6 16 7 10 13 12 0 4 0 7 15 23 13 3 7 15 5 20 16
split_gain=0.00845866 0.03188 0.0535386 0.0596452 0.0502959 0.0653931 0.046581 0.0220915 0.0492138 0.0291255 0.0185065 0.0231857 0.0127922 0.0341602 0.013004 0.012633 0.01242 0.0113155 0.0587596 0.0262429 0.0144238 0.0419722 0.0310453 0.026904 0.0223299 0.0146083 0.0369827 0.0575915 0.0132308 0.0958052
threshold=93.883646373400012 16.545386580300001 115.07681969535001 13.431207332600001 0.10087500000000002 192.00947391610003 7.943800736700001 188.27285108100003 195.34352961910002 13.431207332600001 376.61861354110005 16.505385645700006 22.674946976100003 19.052023743050004 55.782817748650011 120.78166996855002 96.350437043050007 85.823648898300021 197.71977442185002 85.866664228400012 22.093462376800005 30.247508226550003 -0.20885999999999996 105.40368946235002 79.086372823400012 22.460452099450002 32.145494189350011 20.743195000100005 43.426369480700011 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 16 4 5 6 10 12 -9 -10 11 -4 13 14 15 -3 -2 18 -1 -19 21 22 -21 24 -24 26 -22 -28 -27 -30
right_child=1 7 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 20 25 -23 23 -25 -26 28 27 -29 29 -31
leaf_value=0.02797654918745579 -0.042113822743463439 -0.10010339929160672 0.072348485823126626 -0.10089281461453965 0.081955553543272483 0.08866843234695275 -0.09331533502490047 0.077923304537011615 -0.099285940755265867 0.04162100838878692 -0.10035460598982709 -0.056712816136884905 -0.0016421936825749908 -0.10228319476676891 0.056825390138753755 0.10014198466840636 -0.10111115971974333 -0.037400442753018542 -0.0026111590945260173 0.041914695410156438 -0.00020835294000587872 -0.10131255332024221 0.070805512944413646 0.019268842087624988 -0.10036214443634091 -0.00041145857682598001 0.10084808880244792 -0.00042682495913476848 0.0028159992271563697 0.097813155885033448
leaf_weight=0.88168291316832581 0.058397890231872807 0.012961370440110254 0.046454842753291814 0.056249247402206493 0.075283706272784912 0.048825294902144378 0.087208883173616414 0.10057755573711791 0.033103494453825988 0.026342464896515594 0.012195909289516749 0.019874898422131082 2.543901388348786 0.044828658219842055 0.031524875845661882 0.0041622151620686046 0.091734888175977858 0.1876435887243123 2.1830729179710033 0.088631867647563922 0.54623823290898954 0.054643956211862132 0.0087700674484797458 0.049516170773131307 0.058198264234931685 45.390598497232951 0.10752632259391248 0.11751993876532651 2.3263450083351525 0.11123805260285724
leaf_count=29 20 151 110 67 20 16 52 23 21 26 33 14 88 260 51 1 31 20 41 66 46 21 22 20 97 2480 9 31 762 5
internal_value=-1.71033e-05 -0.0049319 -0.0282912 -0.00665726 0.0116308 -0.0130444 -0.0430089 -0.00078824 0.0352887 -0.0368454 0.0128603 0.0336768 -0.00297722 -0.0393088 0.018721 -0.0514299 -0.0781627 0.000293528 0.00618845 -7.48238e-05 6.8525e-05 -0.023433 -0.00268548 -0.0366213 -0.0779463 0.000194139 0.0138468 0.047962 -2.60269e-05 0.00715115
internal_weight=55.4053 3.29363 0.496226 0.346093 0.289844 0.21456 0.165735 2.7974 0.160024 0.059446 0.0785257 0.0663297 2.63738 0.0934771 0.0486485 0.0171236 0.150133 52.1116 3.06476 49.0469 48.8592 0.25976 0.205116 0.116485 0.0669683 48.5995 0.771284 0.225046 47.8282 2.43758
internal_count=4633 984 363 312 245 225 209 621 70 47 157 124 551 463 203 152 51 3649 70 3579 3559 226 205 139 119 3333 86 40 3247 767
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=0 21 21 5 16 7 6 21 6 18 7 18 20 2 10 2 5 7 22 22 20 16 7 20 12 14 4 20 21 9
split_gain=0.00833531 0.0566975 0.147357 0.0763613 0.116055 0.0698882 0.054672 0.130443 0.0506004 0.0586368 0.0383019 0.115291 0.216681 0.0509429 0.0367865 0.0732603 0.164742 0.0293265 0.029139 0.0913794 0.0307837 0.0539562 0.0930538 0.0306588 0.0315702 0.117361 0.0303153 0.0293507 0.0542507 0.0256252
threshold=86.538778761000017 16.027392061700002 14.731151610350002 20.389142059250002 16.684960983300005 25.662597900150004 16.375382608200002 6.4653354687000002 16.285380505300001 13.141419083100002 23.781511574300001 13.511883313150003 41.289992964000007 283.83865810395008 62.068432857650002 147.79312796670004 21.191508333600002 22.650953015950005 -0.053874999999999999 -0.036264999999999999 40.986363433950011 22.574947209950004 22.721067571950005 43.067541470150012 117.26476561030002 160.60872747920004 203.05109110260003 43.895345911700005 6.5280300271500007 184.83999455315004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 29 4 -4 17 7 -1 9 -9 11 14 -13 -12 18 16 -16 -3 23 -20 26 -22 -23 24 25 -8 -21 -25 -29 -2
right_child=1 5 3 -5 -6 -7 10 8 -10 -11 13 12 -14 -15 15 -17 -18 -19 19 20 21 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.09768299406673539 0.024155038015536978 -0.0099473773441796105 0.087137092924069681 0.100938934236731 -0.076207386256838316 0.04360676466995965 0.0027004643694498597 -0.040673454236825057 -0.021487640609393784 0.076415475481769468 0.059748431217640667 0.00010299201777217828 -0.098220016712586899 0.0047778233949784098 0.002206361426356804 -0.0015487284732483601 0.087054951329397168 -0.10253982853395011 -0.03844869130991637 -0.0073200799658695971 -0.0010054717123477816 0.018449656496890617 -0.10372627308805278 -0.029869486036037663 0.00043532154726608609 0.073320813554388048 0.023743760140677684 0.069503951792784305 -0.011519248248693742 0.00021505973765137545
leaf_weight=0.19648021126642135 0.45282577928915557 0.045903216701275507 0.095260238890346183 0.22093626859714277 0.0800464254406279 0.062738018089603997 1.2199910958879678 0.063757331173292187 0.55534560530850285 0.12992995113518191 0.23662988889191083 0.63089655268231482 0.34763994104287121 0.58628270830922702 0.63518819073215071 1.664367349677377 0.35769196093309574 0.13424259892349255 0.82999919202757189 0.54354205114373255 1.0248732390458171 0.10758552575498459 0.14822988341802557 0.58627038785380203 7.2511607052556428 0.29156155045984622 0.74443168375682944 0.098265931246714899 0.51966604739823197 35.454807360615234
leaf_count=141 980 51 35 10 36 78 75 37 29 24 40 29 54 22 29 39 62 88 25 28 134 27 21 59 305 52 30 20 91 1982
internal_value=-1.56498e-05 0.000864059 0.00118623 0.0618349 0.0125527 -0.0472902 -0.00172853 -0.0251614 -0.0061381 0.0378725 -0.000485507 -0.00150536 -0.0348277 0.0205847 0.000529681 0.0112758 0.0327737 -0.0789462 -0.00160679 -0.00960273 -0.000281883 -0.0112603 -0.0523441 0.00111978 0.0031758 0.0163223 0.0106344 -0.0138414 0.00136537 0.000516963
internal_weight=55.3165 36.5468 36.3039 0.396243 0.175307 0.242884 18.7698 0.945513 0.749033 0.193687 17.8243 17.0014 0.978536 0.822913 16.0228 2.65725 0.99288 0.180146 13.3656 3.39866 2.56866 1.28069 0.255815 9.96692 8.76271 1.51155 1.28797 1.2042 0.617932 35.9076
internal_count=4633 3260 3043 81 71 217 1373 231 90 61 1142 1080 83 62 997 130 91 139 867 265 240 182 48 602 432 127 58 170 111 2962
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=5 3 13 18 6 15 15 12 9 10 16 3 15 21 20 10 21 22 21 23 5 17 17 21 5 4 0 20 22 7
split_gain=0.00761594 0.0999326 0.0770174 0.0466144 0.0405717 0.0895297 0.152261 0.0783862 0.0984335 0.0916284 0.0454366 0.0359065 0.0457002 0.0350743 0.129855 0.0337104 0.0298521 0.0761197 0.0459595 0.051061 0.0302792 0.0297416 0.064987 0.0494388 0.152141 0.199963 0.0471463 0.0377658 0.0595388 0.0945798
threshold=20.769304081650002 88.813214339350012 113.98793627290001 14.122113655700002 16.355382140900002 42.33967733730001 40.856592954650004 121.79144674955002 194.82237869650001 62.334590212600006 22.644947046300004 93.394346993650018 34.139075990150012 7.515317457250001 41.976795488650005 71.658163008950012 14.849677877150002 -0.156745 14.028898926300002 -0.27118499999999995 12.901187908600003 188.13858192940003 189.19102531915004 2.3083050893000006 21.990725385850002 195.04069921150003 85.990333302400003 40.574766824850009 -0.057599999999999998 23.299327580650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 15 4 5 6 7 -3 9 -9 -7 16 -13 14 -5 -2 18 -18 19 -1 -19 -6 -23 24 25 -24 -26 -25 -29 -30
right_child=1 3 -4 13 21 10 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 20 -20 -21 -22 22 23 27 26 -27 -28 28 29 -31
leaf_value=-0.084520409287711068 -0.10484749454614047 -0.10447162440186818 0.067343248754446278 0.063124614261261994 -0.0053868101509886752 -0.094524305435092909 0.078060622958020881 0.088856235264147626 -0.050017646990629175 -0.0049893858815519441 -0.015137888091942801 0.069475078339702331 -0.014390665425081243 0.06774715402127171 -0.077430643963416965 0.0060929274415295184 0.03922301693533705 0.0057983063582666841 0.025837856383667687 0.00064874422445874188 -0.10136934422423244 0.027866436954137198 0.10006749339757742 0.0080147602835871825 0.016566129347415175 -0.10718310946581883 0.083704089350459171 -0.00034846143455962922 -0.063161271307234604 -0.0075724427171353402
leaf_weight=0.070580009091083862 0.1785922127320444 0.097046262749563961 0.037700681714341044 0.17317256407113646 7.5156454991737034 0.19284418026018091 0.18955655954778183 0.1258761808235247 0.40977759857196361 0.59975852387537998 0.11514376396371517 0.16859578496860095 0.10571841639466584 0.16668898451462155 0.10594233430219901 0.032350972424978863 0.088827730688990414 0.03397947227128284 0.73110292939864407 26.450141710051522 0.11764118325481832 0.92943337776705703 0.067934899008835425 3.9638259308703701 0.16201922550771997 0.14792089792899787 0.29511035658651963 10.164079147244822 0.39867737473104625 1.3176736493896894
leaf_count=77 110 94 7 43 721 36 21 53 36 70 20 41 14 36 28 26 72 136 65 2369 46 40 59 59 65 6 21 182 49 31
internal_value=-1.34276e-05 -0.00119665 -0.0643046 -0.000618445 -0.00115406 -0.0159635 -0.00537641 -0.0182093 -0.0108363 0.0112901 -0.0648451 0.00115361 0.0371539 0.031451 0.00977471 -0.0878333 0.000794404 -0.0342863 0.00110393 0.000422082 -0.0773522 -0.000127696 0.00213782 0.000690053 0.027236 -0.0419565 0.0599086 -0.000437487 -0.00325752 -0.0204847
internal_weight=55.1534 27.3868 0.248644 27.1381 26.6923 1.73 1.42202 1.23246 1.13541 0.725635 0.307988 27.7666 0.274314 0.445804 0.279115 0.210943 27.4923 0.240448 27.2518 26.5207 0.151621 24.9623 17.4467 16.5172 0.672985 0.215856 0.45713 15.8443 11.8804 1.71635
internal_count=4633 1813 143 1670 1563 330 274 253 159 123 56 2820 55 107 71 136 2765 254 2511 2446 182 1233 512 472 151 65 86 321 262 80
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=17 10 6 19 8 12 15 18 16 9 13 15 3 23 20 9 0 21 0 13 9 21 18 15 21 9 13 2 10 13
split_gain=0.0082258 0.0739951 0.0522382 0.0316691 0.0407252 0.0195035 0.0384344 0.0589239 0.0334706 0.0344174 0.0211288 0.0155294 0.015108 0.0395175 0.0152222 0.0152475 0.0195395 0.0122659 0.0218044 0.0121708 0.0204123 0.0120453 0.0120296 0.0548062 0.0501468 0.0495786 0.0164806 0.0642896 0.0534718 0.0420736
threshold=214.22447330960003 65.644082171150004 13.825323026450002 13.451085274650001 7.3442686056500008 328.37985594320008 49.977661466200011 14.365787915650001 22.624947093000003 208.65287229730004 94.456287955200011 23.884857921950005 76.190903416900014 0.079745000000000024 41.772405911750006 40.734022239000005 113.1679565431 20.581461612800002 110.78598263955001 100.88707980320002 206.78020849415003 3.1113400544000003 15.917243450850002 20.734744936600006 6.5280300271500007 211.71843659965 103.89008753490002 90.828344481500011 76.279622535200005 104.19926021995002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 12 7 21 9 10 -9 -5 13 14 -1 16 17 18 -16 -12 -21 -7 26 24 25 -24 27 -14 -29 -28
right_child=1 2 -4 11 -6 6 -8 8 -10 -11 19 -13 22 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.10009015123245298 0.085066483515375615 0.040662572695235731 -0.10062289575917494 -0.028070474012890381 -0.0981989067187648 -0.023366483238939445 0.049184904868681351 -0.046427322188208248 0.10017511878322855 -0.10095158295732719 0.096473739816029941 0.071903268759905228 -0.0018313178538679746 -0.1003138647782692 -0.088349228104849145 0.078510036170278741 -0.10022718519774657 0.10008441305891301 0.096716619086349889 -0.10020488867259734 0.10010334519928579 -0.10049199550166635 0.091754924507802357 0.00088963166845773718 -0.020345548060670415 0.0032519714372285392 0.022046653934786359 -0.012918608142585344 -0.090980334373748098 2.7589006805645023e-05
leaf_weight=0.011896365593793479 0.058680789516071807 0.033887563784235297 0.09025460519023909 0.022082227733790205 0.056058568109335738 0.024748246662512297 0.05991011788751166 0.032794441131370533 0.029380580817814916 0.03584117788614094 0.030507787887472659 0.052424638628053799 2.6418810909136705 0.053656450734199446 0.015708832139353035 0.029864570819654546 0.016829543024527993 0.014916853397153318 0.010704712709411979 0.010520808978640162 0.0098507595248520374 0.11140410816739177 0.19339190017359387 2.2018650098407306 0.097053885516288574 0.094092323139193468 0.883871189202181 0.20059111424069431 0.15598888133871469 47.679474832210815
leaf_count=178 26 152 48 36 120 36 32 134 12 34 7 37 118 407 78 36 60 8 11 44 4 108 48 57 34 26 44 245 176 2277
internal_value=-1.41219e-05 -0.0161691 -0.0394922 -0.00594267 -0.0458823 7.85236e-05 -0.0236242 -0.0389269 0.00455003 -0.0189577 0.016164 0.0422732 0.000229098 -0.0310912 0.00608068 0.0204295 -0.00939431 0.0275924 -0.0133469 0.0565074 -0.00334498 -0.086473 0.000317929 0.00697296 0.0418061 0.0627883 -1.58949e-05 -0.00721083 -0.0470674 0.000428344
internal_weight=54.9601 0.313388 0.254708 0.164453 0.0899461 54.6467 0.344958 0.285048 0.148896 0.119515 0.0836738 0.0745069 54.3018 0.153577 0.0999209 0.0880245 0.0581599 0.0413304 0.0264135 0.0508794 0.0203716 0.136152 54.1482 2.5864 0.384538 0.287484 51.5618 2.99846 0.35658 48.5633
internal_count=4633 419 393 345 272 4214 411 379 235 223 189 73 3803 778 371 193 157 97 89 55 48 144 3025 165 108 74 2860 539 421 2321
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=20 0 23 0 18 23 17 21 17 18 22 7 6 17 17 20 21 0 18 13 7 5 3 5 12 20 22 22 15 9
split_gain=0.00797617 0.0694394 0.0977154 0.0732981 0.0483729 0.0483058 0.0570359 0.0434212 0.0370446 0.0705977 0.0688156 0.0428676 0.114539 0.0421773 0.0618139 0.0524459 0.112812 0.0562309 0.0484561 0.0421218 0.0366767 0.0363254 0.06889 0.0399702 0.0360323 0.0354654 0.0644758 0.0760182 0.176649 0.0326394
threshold=42.206017975500011 86.208098410950015 0.08846500000000003 85.216057360850016 13.453871405300001 0.080375000000000016 182.37451917730002 15.678076857950002 187.63270803470002 13.344136431100003 -0.14008999999999996 23.393539929150005 16.455384477450004 197.18249712500003 199.73283952805005 43.426369480700011 4.6112647835500011 96.082805124100005 15.015859748200002 98.790082461450012 22.435297587800004 21.363989181350004 92.813640037450014 22.327062271350005 103.28033049195001 41.972095654800007 -0.066979999999999998 -0.038374999999999999 37.882159664350006 201.81004550795004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 4 -4 5 6 -2 -5 10 -10 24 12 -11 15 -15 29 -17 -18 -19 -12 -7 -16 23 -23 -3 -1 -27 -28 -29 -13
right_child=1 8 3 7 -6 20 -8 -9 9 11 19 13 -14 14 21 16 17 18 -20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-1.3741030057186569e-05 0.0065697070393412388 0.09700756948892221 0.04144339235960709 -0.10129580527572274 -0.086908693755068711 -0.016141169471632879 -0.10106931735404899 -0.013543716003048401 0.052362688237614266 0.00068049593943655202 0.0067012305703451937 0.016866626161688734 -0.088992973799147307 -0.032146440570252149 -0.0038370664842927236 -0.0936752688497208 0.090474756027751013 -0.1010094602693815 0.052214702853398437 -0.10174705720049215 0.018419464175576581 0.089421162406824697 -0.0030288778121068923 0.018126494104071234 -0.0096724212970920563 0.0048620581795975702 0.093386622932799285 0.083604309405180766 -0.10403303355920911 -0.00058137070463216837
leaf_weight=39.113302951240868 0.093301293332969659 0.033339506301672373 0.055869238654224662 0.2609812775995124 0.07452332874811407 0.5539607631471879 0.10421172065400697 0.071929144709429238 0.27504663799481832 0.56568588016716503 0.048559693203443 1.7813953423301407 0.19037378440589237 0.6614808888969036 3.4373983632834779 0.051153263107607816 0.24631505274078336 0.031844298355281353 0.05865595654313438 0.13645832458234963 0.68894913709846151 0.16886430914746586 0.51769325428176671 0.1471693919156678 0.62892623875484333 1.7685618635430844 0.19804900791496038 0.12253246838417808 0.084962725335572031 2.6928136025419462
leaf_count=2499 216 10 36 92 52 94 39 10 26 77 223 79 13 65 322 78 45 10 70 77 39 17 9 31 227 74 5 34 14 50
internal_value=-1.41745e-05 -0.00211679 -0.0198258 -0.0645484 -0.00834873 -0.00428426 -0.0502227 -0.082336 0.000771294 0.00234727 -0.0193653 0.00104344 -0.021899 0.00281437 -0.0037007 0.00942381 0.0446934 0.0657079 -0.00170024 -0.0732838 0.00301591 0.000704768 0.0194304 0.0562209 -0.00430198 0.000677248 0.0131085 0.049071 0.00677275 0.00636551
internal_weight=54.8643 13.5769 1.90373 0.38878 1.51495 1.44042 0.197513 0.33291 11.6732 10.8259 0.847284 10.5508 0.75606 9.79478 4.93261 4.86218 0.387969 0.336815 0.0905003 0.185018 1.24291 4.27113 0.833727 0.316034 0.662266 41.2874 2.17411 0.405544 0.207495 4.47421
internal_count=4633 2007 578 138 440 388 255 102 1429 892 537 866 90 776 444 332 203 125 80 300 133 379 57 48 237 2626 127 53 48 129
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=17 13 6 14 12 3 10 18 2 20 5 21 18 22 0 7 16 0 23 18 15 21 8 13 2 10 23 9 13 5
split_gain=0.00805714 0.0615507 0.0483573 0.0273868 0.0182597 0.0317852 0.0445833 0.0392884 0.0247241 0.0261219 0.0208948 0.0174039 0.0243554 0.0206733 0.0164554 0.00999194 0.0130484 0.00886766 0.066516 0.015037 0.049665 0.0514081 0.0481849 0.0108766 0.0437601 0.0453988 0.0357972 0.0424844 0.0343288 0.093595
threshold=214.22447330960003 115.13321943645001 13.825323026450002 255.27041524225004 328.37985594320008 93.14163192940002 62.079186690200011 14.365787915650001 337.25756644740005 47.309807198350008 20.608876568850004 1.0853204796000002 17.327266398450003 -0.086139999999999994 110.78598263955001 26.961130311900003 17.684958644900004 102.65877371115 0.080110000000000028 15.917243450850002 21.445388509400004 6.5280300271500007 8.1436447804000007 103.89008753490002 90.828344481500011 76.279622535200005 0.12140000000000002 67.711288258750002 104.19926021995002 17.756175227850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 17 6 -6 -8 9 -9 14 15 -13 -14 -10 -5 -17 19 -19 23 21 22 -21 24 -1 26 27 -26 29 -25
right_child=1 -3 -4 11 5 -7 7 8 10 -11 -12 12 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0015950492944914322 -0.10042419099340781 0.081724034342275986 -0.10056364879393105 0.099657390198444468 0.061988258202049007 -0.09398064469688755 -0.090791770803977212 -0.098038518377113137 -0.10039409943705949 0.057710915434802314 0.079585323935908059 -0.10030594846355341 -0.10014923166388455 0.046286915882572791 0.0584944844281029 -0.10022412194902319 0.085950461464401759 -0.00013285721281293755 -0.10050872755823732 0.093349571532561862 0.0013845803302831717 -0.020435074822283864 0.005133167855731556 0.055710378315342896 0.0064108050619730199 -0.087227746303615294 0.10044803078961256 -0.10070194928348374 2.3738519214742542e-05 -0.010156896573337529
leaf_weight=2.6434184861993084 0.025481030739718302 0.052165781758958474 0.081683714390237583 0.02832244913042814 0.065466700762043639 0.053681272395351698 0.074134009480530949 0.036229028625083259 0.015096796294756132 0.015322817242804376 0.046020220998798322 0.023326960474150837 0.011838013093495192 0.051942039735507706 0.011470645530611279 0.007064481804398782 0.0080592545564286411 0.59951278902535254 0.074188410069034871 0.18395109382316066 1.6751901513134724 0.098532777179570985 0.093332958815153688 0.39884203602559765 0.11922179568068703 0.12673209878471425 0.025322126224637032 0.053712047784031824 47.536779737967009 0.46989491803105921
leaf_count=117 44 26 48 8 28 108 46 57 54 46 32 36 117 91 40 46 3 387 425 40 45 36 25 41 155 165 2 85 2277 3
internal_value=-1.40274e-05 -0.0166414 -0.0382272 -0.00559409 7.45497e-05 -0.0238398 -0.00956344 -0.0331886 0.00121096 -0.0517449 0.0388203 0.0129146 -0.0128711 0.0191074 -0.031793 0.0646134 -0.00101396 0.000214866 -0.0111863 0.000358638 0.00875509 0.0416089 0.0636562 2.34251e-05 -0.00585229 -0.0404802 -0.0105976 -0.0268577 0.000383746 0.0200831
internal_weight=54.7059 0.289884 0.237718 0.156034 54.4161 0.317421 0.26374 0.198274 0.12414 0.0515518 0.0725877 0.130553 0.087107 0.0637801 0.0265674 0.0434462 0.0151237 54.0986 0.673701 53.4249 2.05101 0.375817 0.277284 51.3739 2.96841 0.324988 0.198256 0.172934 48.4055 0.868737
internal_count=4633 419 393 345 4214 411 303 275 229 103 126 301 244 208 94 57 49 3803 812 2991 146 101 65 2845 524 407 242 240 2321 44
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=20 2 17 6 12 22 18 12 9 10 5 0 8 13 9 3 3 16 9 10 22 20 5 4 21 6 21 18 18 22
split_gain=0.00724274 0.0226536 0.0873436 0.0281247 0.0158225 0.0666357 0.0257488 0.110639 0.0541372 0.038253 0.027648 0.0410974 0.0247412 0.0787174 0.01538 0.0377103 0.0321309 0.0782708 0.0151206 0.0150668 0.0406288 0.0457023 0.0266772 0.0239126 0.02005 0.0204369 0.0157549 0.0694966 0.0396197 0.014116
threshold=38.474425342400004 60.643165405350004 181.31611693365002 16.305380972600002 227.12825541940001 -0.057599999999999998 14.646070254650002 94.177001085000015 216.07042296730003 71.504920895500007 15.188638235750002 97.139369169350019 8.1436447804000007 109.58961877145002 197.20558004415003 89.993447458600016 85.468772425100013 19.559954260300003 202.16842692300003 61.821094709650005 -0.043559999999999995 42.498713093000006 24.650863849000004 154.38970227190003 3.9632429946000003 16.575387281250006 17.123843457500005 13.391483899700001 15.502113896900001 0.18839000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 12 -8 10 -10 11 -9 13 -1 15 -14 -16 -18 -19 20 21 -3 -22 -21 -23 -26 29 -28 -29 -25
right_child=1 19 3 -5 5 -7 7 8 9 -11 -12 -13 14 -15 16 -17 17 18 -20 23 22 24 -24 26 25 -27 27 28 -30 -31
leaf_value=0.006301231036494756 0.022937513961394852 -0.079657531096605103 -0.10522379764372009 -0.027380505864422269 -0.061753892723689807 0.069749911571746467 0.0099407938603409286 0.10026498314320234 0.1010413660410639 -0.067655905065779329 -0.10106764381943829 -0.10063675208439958 -0.020272613435237508 0.092766896780196534 0.00040501140797716571 0.0056489024287901674 0.0021710386839755543 0.092782367442973135 0.046049733125801184 0.048660565079313635 0.090494896018558396 0.084376795731149756 -0.032168566656192124 -0.00012821074195492463 -0.0690977381049699 0.043196267306624278 0.060598534820958165 -0.08072899443338348 0.029884027012801143 -0.012565729023515862
leaf_weight=0.57144303819130726 0.19187124587187909 0.13781510708395217 0.11083901094337989 0.079851076356135309 0.054256686740321358 0.13296084106687156 0.63839971455638567 0.018404717430257733 0.029985558241605759 0.024362417911675038 0.1944265992603107 0.022791712749909099 0.87220514065120403 0.12907044367045728 2.050383539666655 1.574089065834414 0.566834636585554 0.1242829569382593 0.15631605501403101 0.10027665450615941 0.044779214001890888 0.026683858126489213 0.029351568941763162 45.416439952684918 0.035945501414971659 0.029514337680893732 0.1898499345043082 0.076263699202456792 0.056276805317338585 0.93123448222298932
leaf_count=104 30 58 38 13 165 49 49 4 1 48 83 214 38 131 22 39 16 18 28 16 15 18 146 2765 80 59 27 80 67 212
internal_value=-1.39752e-05 -0.000461276 -0.0246973 -0.0726271 0.00295068 0.0316394 0.00218042 -0.0133253 -0.064548 0.0254199 -0.0852997 -0.0108829 0.00456189 0.0222326 0.00224558 -0.00359319 0.00717458 0.0235537 0.0667486 -0.000264316 -0.0224515 -0.0432049 0.0419271 -0.000120061 0.0113155 -0.018467 -0.000224872 0.021805 -0.0337626 -0.00037811
internal_weight=54.6172 47.457 0.382561 0.19069 7.16021 0.187218 6.973 0.928371 0.289971 0.054348 0.235623 0.0411964 6.04462 0.700513 5.34411 2.44629 2.89782 0.847434 0.280599 47.0744 0.30409 0.229959 0.0741308 46.7703 0.0921437 0.0654598 46.6701 0.32239 0.132541 46.3477
internal_count=4633 3624 81 51 1009 214 795 399 350 49 301 218 396 235 161 77 84 62 46 3543 376 215 161 3167 157 139 3151 174 147 2977
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=17 13 6 14 12 3 19 18 21 7 21 18 22 23 8 7 16 20 17 17 7 19 20 3 10 16 20 5 3 5
split_gain=0.00728518 0.054404 0.0429349 0.0242125 0.0151993 0.028345 0.0393843 0.0368368 0.0204784 0.0201551 0.0149135 0.0218209 0.0179373 0.012829 0.00890281 0.00875559 0.0116812 0.0078216 0.00759652 0.0156112 0.0178936 0.00908073 0.0334277 0.0441593 0.142323 0.0343901 0.0759783 0.0328551 0.0792013 0.0402884
threshold=214.22447330960003 115.13321943645001 13.825323026450002 255.27041524225004 328.37985594320008 93.14163192940002 14.351157895250003 14.646070254650002 6.5613067478000007 24.545313225450005 1.0853204796000002 17.327266398450003 -0.086139999999999994 -0.225495 2.6479335789000005 26.961130311900003 17.684958644900004 42.654057868200006 212.38791228795003 208.35751021765003 26.041753980350006 14.451165964200003 42.081757894750005 92.695347879750017 64.630533455950015 22.634947069650003 43.477771593600004 22.958759589950002 93.469623821300004 24.148799123900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 18 6 7 -6 -8 14 15 -12 -13 -11 -9 -5 -17 -14 19 21 -21 -1 23 24 -23 26 -24 -25 -29 -30
right_child=1 -3 -4 10 5 -7 8 9 -10 13 11 12 17 -15 -16 16 -18 -19 -20 20 -22 22 25 27 -26 -27 -28 28 29 -31
leaf_value=-0.0002799131565079976 -0.10038484229803463 0.07879675564479828 -0.10050998030183361 0.099436030486502847 -0.081621662543985479 -0.091935302099386079 -0.0055601887474654955 0.0076282968817202885 0.091288091249483283 0.063887441297389061 -0.10027451912915222 -0.10013494904234953 0.07089194383234175 -0.088824040061846438 0.10009713083972267 -0.10020388428537941 0.084506616322427591 -0.011584306832233592 0.008488032253115816 -0.02283686009453019 0.0019064245596966973 0.079198856316050267 -0.07183306746819744 0.000970234157775928 -0.035242365895149723 -0.001840412115878722 0.02785143893281887 0.082365024508041174 0.053682957258400756 -0.003519866245841977
leaf_weight=43.838604923740242 0.022982624056525292 0.048845201468793675 0.072954055650370719 0.024322815652340068 0.087986104995026682 0.049093562952464254 0.041704444738570601 0.018669322213781925 0.045820716768503189 0.007415891145456043 0.021009922626603839 0.010670612077205988 0.033356741878964868 0.021305366158519412 0.023541200223462511 0.0063311626697828416 0.0074556588078849018 0.01754707664383659 1.0815945751592142 0.63085612591839668 0.54455658544549235 0.2901114197447886 0.22432592818449837 4.8996036909156828 0.17375626892317086 1.1998282030992866 0.11599678370293987 0.17349601327441622 0.15310018502350431 0.62886225918009586
leaf_count=3225 44 26 48 8 54 108 36 39 5 9 36 117 61 152 8 46 3 30 26 72 49 42 46 117 24 58 24 12 31 77
internal_value=-1.28916e-05 -0.0165381 -0.0380339 -0.00631073 6.79754e-05 -0.0225482 -0.00872573 -0.0383934 0.0451413 0.0152284 0.0116029 -0.012276 0.0177501 -0.0493936 0.059199 0.0633491 -0.000315852 0.0424615 0.000191856 2.21454e-05 -0.0113736 0.000281241 0.00341141 0.00663119 0.0363313 -0.00979873 -0.0378563 0.0042782 0.0212415 0.00767986
internal_weight=54.5157 0.265476 0.216631 0.143677 54.2502 0.295537 0.246443 0.158918 0.0875252 0.0709318 0.120694 0.0825844 0.0615744 0.0287213 0.0422105 0.0381096 0.0137868 0.0509038 53.9547 52.8731 1.17541 51.6977 7.85908 6.31893 0.463868 1.54015 0.340323 5.85506 0.955458 0.781962
internal_count=4633 419 393 345 4214 411 303 262 41 208 301 244 208 161 47 57 49 91 3803 3777 121 3656 431 303 66 128 70 237 120 108
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=8 22 16 22 8 8 19 20 3 10 16 20 10 21 22 5 23 5 15 4 23 23 22 22 8 18 15 20 20 6
split_gain=0.00686152 0.0239373 0.0216051 0.0424746 0.0207773 0.01988 0.00836652 0.0278077 0.034608 0.152569 0.0251757 0.0539773 0.0666608 0.0223117 0.0375155 0.0210078 0.0748916 0.0209934 0.0406759 0.0164713 0.0431131 0.0313156 0.0330003 0.041029 0.0385297 0.0305013 0.0324447 0.0278693 0.0198422 0.0159906
threshold=8.8430989333000021 -0.088039999999999993 22.514947350300002 -0.122095 8.9430209551500024 9.6424751081000029 14.451165964200003 42.081757894750005 92.585121096400016 64.630533455950015 22.634947069650003 42.759119507950011 62.132955852800002 7.3464616447000006 -0.056184999999999992 22.887221773600004 0.087475000000000011 22.573811927200005 37.491361913600009 371.16724128940001 0.087125000000000022 0.084065000000000015 -0.045684999999999996 0.034600000000000013 5.2459061469000003 14.390586827150001 43.79812286300001 48.96897326980001 43.940903692500008 9.6302250086500027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 19 8 9 13 11 -9 -13 14 -8 17 -17 18 -10 -1 21 22 24 -24 27 -22 29 -21 -25 -27
right_child=1 4 -4 -5 5 -7 7 10 15 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 25 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=-0.00017979560686124681 -0.015683510240170239 0.014474083117109893 -0.0095900748000111238 0.090953339232826044 -0.088894524635998826 0.0035503748899512674 -0.014487523009156879 -0.10118221694911896 -0.00059136047796615036 -0.036447462379954422 -0.0016610572783362296 0.033625906066981015 -0.062919555485832196 0.10080242452607165 0.10026102856850745 0.076884299707209794 0.0040431706375864849 -0.010282004958367508 0.024681866054851748 0.034801454749483644 -0.095505756318654988 0.075290902757981115 0.083791740302892187 -0.10069987638326283 -0.08276971250499239 0.024904986093804527 0.098390467321349706 -0.10012323469659429 0.034582659676026299 -0.10027425857211954
leaf_weight=45.229127543436356 0.082051891962692025 0.045694445587286192 0.58776119718868358 0.068564309913199395 0.088959694598827355 0.031498840655501681 0.056045266683213413 0.085413705545306473 2.8217933037085463 0.19465763244579648 1.208556597036704 0.15589545264924709 0.13213145740519394 0.1733979913406074 0.057952875620684519 0.1742609170887589 0.74285733414581046 1.1703574003186075 0.82242123526521016 0.077148065354456286 0.098872557988215704 0.049567185399482128 0.064814116205977768 0.024696194544663541 0.090851423474717308 0.016002806251654622 0.020079451940546278 0.019098687270400205 0.019326524422012881 0.028164937408291735
leaf_count=3164 39 11 37 15 61 41 22 40 66 29 48 33 25 15 19 45 51 13 19 174 35 39 36 58 147 85 4 181 33 48
internal_value=-1.08503e-05 -0.0086478 -0.000930937 0.0328603 -0.0429412 -0.064721 0.000135084 0.00316317 0.00617673 0.0319106 -0.00867344 -0.0313674 -0.010664 0.0782105 0.0438468 0.00401243 0.0178837 0.00137013 0.00511227 -0.000381036 -0.0182763 0.0017285 -0.0105927 0.0331905 -0.0360618 -0.0606483 -0.00700485 0.00802773 -0.0413092 -0.0549195
internal_weight=54.438 0.90453 0.738377 0.150616 0.166153 0.120459 53.5335 7.79574 6.21374 0.482054 1.582 0.373441 0.288027 0.287396 0.113998 5.73169 0.917118 4.81457 3.64421 45.7377 0.508622 0.345502 0.295935 0.108837 0.187098 0.16312 0.0642472 0.0962468 0.0440227 0.0441677
internal_count=4633 204 91 54 113 102 4429 425 279 85 146 98 58 56 41 194 96 98 85 4004 840 668 629 127 502 172 137 355 91 133
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=22 22 3 19 7 16 16 7 17 9 4 13 6 6 18 5 6 21 21 10 0 7 23 22 12 13 2 23 20 22
split_gain=0.00712905 0.188799 0.0450199 0.0587634 0.0275705 0.0810937 0.110707 0.0570817 0.080441 0.0505822 0.0411766 0.0393067 0.0499162 0.0388728 0.0485092 0.030917 0.114426 0.127157 0.0465224 0.0717191 0.0981218 0.0375204 0.0293628 0.0443761 0.0364322 0.0319993 0.0299251 0.0915446 0.0298468 0.0356839
threshold=-0.08158 -0.082275000000000001 79.47351079420001 11.950964240300001 24.775165158000004 15.839962959300001 15.184964490950003 24.407759398400003 191.40027208745002 208.17787845895003 312.24436677560004 109.34496908160001 16.455384477450004 16.375382608200002 13.565012728250002 19.841254985200006 15.345358541850002 3.1734339793000008 2.7200266080500004 61.928633034850002 86.692020874450009 22.435297587800004 0.08574500000000003 -0.117885 171.52228777160002 117.48293184245001 83.777728670400009 0.082325000000000023 41.11191809080001 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 9 -9 15 -10 -7 -13 -11 -15 16 17 -4 19 -17 -21 -19 23 24 25 -20 -25 -28 -24 -30
right_child=-2 -3 4 -5 5 11 -8 8 10 13 -12 12 -14 14 -16 18 -18 21 22 20 -22 -23 28 26 -26 -27 27 -29 29 -31
leaf_value=0.0053587477699811792 0.00097271152576057333 -0.10080946326887766 0.015620474994939199 -0.082984338698731175 -0.013818800787496489 -0.0039481243642534095 0.094551144752397953 -0.0080910145928374446 -0.10233442055649462 0.076166438044455886 -0.0093938567716499027 0.053802645832920493 0.0027198256000673117 0.053418631723494814 -0.066714574833271381 0.061119954528203228 0.06373772856182984 -0.0066593892754146901 -0.012118507772694253 -0.095980336225766349 -0.014814425463212695 -0.10111463370728518 -0.0055642013768528488 -0.0064975138467473076 -0.0036131687190416777 0.092014716630480553 -0.10328061776543843 -0.017639648771407664 0.0019467456411718402 0.019331577960762819
leaf_weight=0.15020010775502779 31.333434669593331 0.18926850096519743 0.72012804877057479 0.15097901608215114 0.157629179422201 2.3052925717116755 0.23451134568313137 0.64611976457626852 0.17003517013654346 0.15137506455357552 0.066239691981081705 0.30264372278907092 0.51989906601374969 0.079711253918503644 0.058120098601648351 0.092187751460630407 0.3396186984173255 0.059206141608171947 0.047913129404626775 0.18724451411844711 0.72812140988909846 0.14517210761300703 3.9754967573454953 0.53730839327906899 2.0935226935978903 0.076826712473121006 0.16369375919794038 0.52553157705551712 6.7085681856106012 1.4328512312349619
leaf_count=644 1932 54 46 232 39 142 25 25 61 22 20 48 5 36 19 141 34 68 107 162 59 179 68 11 172 24 46 34 149 29
internal_value=-8.86955e-06 -0.0013452 -0.000520473 -0.038927 -6.94242e-06 0.00812237 0.0509896 -0.0015126 -0.0263493 -0.000303294 -0.0762785 0.00274806 0.0215151 0.0411827 0.00276141 -0.000976078 0.0140983 -0.00413687 -0.00212615 -0.0229506 -0.0314175 -0.073752 -0.000777856 -0.00892461 -0.000484928 0.0520167 -0.0241883 -0.0379797 0.00153824 0.00500639
internal_weight=54.3489 23.0154 22.8261 0.301179 22.525 3.51998 0.392141 19.005 0.882395 18.1226 0.236275 3.12784 0.822543 0.289206 0.137831 17.8334 1.26412 0.924506 16.5693 1.00755 0.915366 0.204378 15.5617 3.4448 2.21826 0.12474 1.22653 0.689225 12.1169 8.14142
internal_count=4633 2701 2647 876 1771 259 64 1512 106 1406 81 195 53 77 55 1329 327 293 1002 362 221 247 640 394 303 131 91 80 246 178
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=15 2 22 0 16 20 2 22 9 8 21 22 22 16 22 7 21 22 16 22 4 2 21 0 15 20 23 21 7 10
split_gain=0.00707914 0.0339429 0.0757963 0.026719 0.0154715 0.018847 0.0965496 0.0133059 0.043998 0.0402801 0.0425262 0.0367311 0.0214519 0.0605756 0.0423126 0.0615211 0.0587186 0.0236785 0.0375028 0.0494143 0.0405441 0.0197838 0.017088 0.0151953 0.0184951 0.0293572 0.014794 0.0129238 0.149211 0.207535
threshold=45.793006327050001 223.32247823975004 -0.016014999999999998 85.398872513700013 22.614947116400003 43.182896969600009 223.66947801700005 -0.60414999999999985 216.07042296730003 8.4434108459500017 2.3083050893000006 -0.59496499999999986 -0.27494999999999997 15.484963789400002 -0.58319500000000002 23.322419822750003 8.449163415300001 -0.16533 22.399947619200002 -0.24150999999999997 208.25848595475003 35.561888367500011 5.7892729308500011 71.249517373150013 19.198394745150004 45.921757303800007 0.098950000000000024 15.294585115650001 22.773029501100002 61.923256118600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 6 -6 8 9 10 -1 26 13 -13 -15 16 -16 18 19 -14 21 -21 -12 -22 25 -25 -9 -19 -29 -30
right_child=1 4 -4 -5 5 -7 -8 11 -10 -11 22 12 17 14 15 -17 -18 27 -20 20 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.087869171965565679 -0.0051501332431534604 0.0067817087244506739 0.049177050955966563 -0.10220394809306586 0.0008640895030133602 0.004610357834921688 -0.087880462126089312 0.019852296222427512 0.078628985269714236 -0.10320356338949195 0.081453501633491229 -0.092538766274558718 -0.089957463862322173 0.084610706168082139 0.077000624366124926 -0.075591984863568731 -0.10074306215109419 0.0003764210217100032 0.056246847873121099 0.10009776144820065 -0.033166526792782827 -0.10050719161998033 -0.010008082952310305 0.053079660203413162 0.073931118309871618 -0.085725802627925785 0.097880224369504207 0.048838274913950271 0.10141501037309726 -0.081110574073105041
leaf_weight=0.043907218181195584 0.036996715562054305 1.1335049327919935 0.064264611100952052 0.12159127824816096 0.50435868836939313 0.52629191604683001 0.16196089520576606 0.045400166748278958 0.035554497145298569 0.069825920056246105 0.039479497697470833 0.095110184753855687 0.050824107956117359 0.048939376940325019 0.078619737438202719 0.098415053057919977 0.024340169315109961 49.801413590154127 0.19540613124263473 0.0057170793879731665 0.026836030015147117 0.035092996062758175 0.04232960759065918 0.046275493656427358 0.105750512618215 0.022717078367236354 0.052279804251156747 0.24434437016765187 0.075579794123768806 0.35436213274979877
leaf_count=38 27 64 12 59 3 6 87 39 17 13 21 136 137 29 83 53 17 3037 37 2 48 175 31 70 74 56 11 70 2 179
internal_value=-1.09703e-05 -0.00515549 -0.0424375 -0.0795624 -0.00158371 -0.00953453 -0.0207069 0.000242973 -0.0236985 -0.0423043 -0.0084793 0.000350599 0.00023397 -0.0246025 0.00121076 -0.0190576 0.0349812 0.000402306 0.0223102 -0.000306248 0.0184918 -0.0724045 0.0341295 0.0368939 0.0476534 0.0073754 0.061614 0.000190231 -0.0135614 -0.0490243
internal_weight=54.1875 2.54897 0.222853 0.158588 2.32612 1.19261 0.66632 51.6385 0.231097 0.195542 0.125716 51.4074 51.3097 0.345425 0.250314 0.201375 0.10296 50.9643 0.488619 0.293213 0.242389 0.0408101 0.0818091 0.201579 0.174743 0.0689926 0.09768 50.4757 0.674286 0.429942
internal_count=4633 258 98 86 160 96 90 4375 120 103 90 4255 4205 318 182 153 100 3887 599 562 425 177 52 248 200 126 50 3288 251 181
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=20 8 22 20 13 23 8 13 5 9 6 9 22 16 23 23 10 19 5 21 4 18 18 15 8 2 0 5 6 22
split_gain=0.00686414 0.0246572 0.0421643 0.0385533 0.0268739 0.0362398 0.0233901 0.0155891 0.00915458 0.00863651 0.00854817 0.0480661 0.0335752 0.0159859 0.01547 0.0195857 0.0298592 0.0266694 0.0190922 0.0168069 0.010404 0.00989303 0.00907259 0.0393064 0.0484515 0.0282388 0.0124902 0.119977 0.057041 0.0193219
threshold=36.859113051050009 8.1436447804000007 -0.033594999999999993 35.374259656300005 108.18355516925001 0.11458500000000002 5.1459841250500009 113.98793627290001 17.456790312050007 193.49750438550004 11.085259005300001 184.36538191430003 -0.078504999999999991 17.809958352600002 0.09557000000000003 0.086255000000000026 78.290589216800015 12.651020723000002 10.098719381700002 8.8671606832000016 414.02602702375003 19.345059715200005 16.060787203800004 20.734744936600006 8.0437227585500022 140.61735485095002 98.031937268650012 13.713273242250002 13.665319288000001 0.20852500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 -1 8 -3 -8 11 14 -13 21 15 16 -2 20 19 -18 -17 -14 26 24 -24 -26 29 -28 -29 -12
right_child=10 7 4 -5 -6 -7 9 -9 -10 -11 22 12 13 -15 -16 17 18 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.1001013309329282 -0.069820108386252258 0.0030992383757950759 -0.10027683694562553 -0.090896828902581675 0.093081027135758485 0.096580467865744077 0.10021134619498989 0.014888857482763675 -0.011115367079347098 0.018133857169674399 -0.00029097163099465323 -0.10143606077375611 -0.10019224579684782 0.086160326467471821 -0.10049860196474335 -0.10064550928698493 -0.079685866501985281 0.07669528648453286 0.071239523306776173 0.018042665162006286 0.048019542260033 0.068726001083491903 0.071296962629558522 0.00081794955426480744 0.044127201312885563 -0.045670178340845677 0.0010977309451006237 -0.096436918133114835 -0.0038071562864774415 0.021678749662645391
leaf_weight=0.010679721460780889 0.053820636919623577 1.0797095486005903 0.019278964214443306 0.04031589890501408 0.11195093480660034 0.018160524758154217 0.0278884029970623 0.67361547585460346 0.78065764167104124 0.02372729942842966 45.598906340071608 0.085602246802288562 0.01210151933375414 0.016640213128994219 0.012807201650531397 0.013996802266220243 0.024185915155811699 0.074699536892694596 0.045234394608996809 0.064597326146895284 0.0070928888326307052 0.0048594459949384819 0.18737627568248116 2.1570772065242636 0.062569557396273012 0.079536995066803229 2.0560278002740229 0.20441265557883515 0.098520015977555886 0.40386012257329085
leaf_count=216 161 41 108 128 18 9 16 42 58 31 2255 218 99 20 32 57 219 29 37 247 10 32 79 94 14 27 22 191 23 100
internal_value=-1.31681e-05 0.00482089 0.0346529 -0.0147025 0.0685534 -0.00478857 0.0346084 0.00185413 -0.00286557 0.062481 -0.00027588 -0.0145586 -0.0681854 0.0165238 0.00700601 0.0118604 -0.00690516 0.0486588 0.0183611 -0.00858008 -0.0506465 -0.0517959 -0.000159131 0.00573173 0.0379016 -0.00613237 -0.000462015 -0.00755886 -0.0663118 -9.80986e-05
internal_weight=54.0499 2.78598 0.252002 0.102611 0.14939 0.0374395 0.0622954 2.53398 1.86037 0.0516157 51.2639 0.415638 0.119203 0.0336012 0.296435 0.283628 0.187838 0.0957892 0.134018 0.0887832 0.0210897 0.016961 50.8483 2.48656 0.329483 0.142107 48.3617 2.35896 0.302933 46.0028
internal_count=4633 667 526 391 135 117 263 141 99 47 3966 1161 369 151 792 760 664 96 503 466 67 131 2805 214 120 41 2591 236 214 2355
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=15 16 22 22 9 8 21 21 19 13 17 23 23 16 0 10 7 0 22 21 22 20 3 22 7 7 21 13 3 22
split_gain=0.00671291 0.0154082 0.110231 0.0119551 0.039117 0.0364275 0.0366227 0.0188526 0.0106851 0.0435887 0.00832646 0.112679 0.0800712 0.043764 0.0588074 0.101392 0.0555919 0.0507848 0.0369638 0.0354895 0.035439 0.0338919 0.0417446 0.0293774 0.0773999 0.0549793 0.0280658 0.0787751 0.0219784 0.0201813
threshold=46.723315192750007 22.584947186600004 -0.082404999999999992 -0.60414999999999985 216.07042296730003 8.4434108459500017 2.3083050893000006 3.6533552218000005 14.651182102100002 117.61735474900001 201.39543491635001 0.094595000000000026 0.11296500000000002 22.584947186600004 90.321439350550008 67.031326566450005 24.812967180000005 87.525442894850016 0.05642500000000001 1.0000000180025095e-35 -0.58319500000000002 37.995872310650007 87.399085362750014 -0.27494999999999997 23.322419822750003 23.109894804950002 1.0000000180025095e-35 108.18355516925001 80.384898100400008 -0.245055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -8 10 -10 20 13 21 14 -12 -16 19 -15 -14 -17 -5 22 -13 24 25 28 27 -18 -22 -25
right_child=1 2 -4 8 -6 -7 7 -9 9 -11 11 12 18 17 15 16 26 -19 -20 -21 23 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.085949447772001725 0.0016540751985636714 0.00123850633718111 -0.10106111356884294 0.0528260026903562 0.075779716851416754 -0.10289727933778026 0.10015598874103192 -0.0040446750654896868 0.046962727161012623 -0.0032230452925422824 -0.028902654054933898 -0.071151018493491772 0.075989086329837752 -0.033790188264178192 0.094521040796103961 0.023593361571840568 -0.092419672347898274 0.077146391226555949 -0.034276158495039837 -0.1010102983901652 0.10025588541296715 -0.088012347066223906 0.10035543299543997 0.03737333511748709 -0.094249567911608031 0.10077456813546977 0.00053070991008671994 0.098770632260378188 -0.083212351845368057 0.00053476338350196668
leaf_weight=0.040424811415589512 1.0291141978864278 0.5732445783598904 0.1290413508841084 0.12973310426673279 0.033567574563335256 0.063340733238874236 0.026365349991465337 0.05085344715263318 0.24500188650563259 0.58943689652915054 0.68787537087928097 0.037141196157929213 0.059846010646040559 0.057470257481327169 0.11600077472394321 0.031094518426016182 0.028816501676183104 0.14634524776192848 0.061792481938748978 0.086293898044914386 0.0079109916300160732 0.29457112092393345 0.022968110861256719 0.1492267220981337 0.11035021521193311 0.050207432534079999 5.9220792010363823 0.085467851953580976 0.037387546110522862 43.071785995610142
leaf_count=38 29 83 66 38 17 13 6 46 30 37 51 50 39 29 22 17 78 41 26 49 3 108 4 86 83 5 469 7 106 2957
internal_value=-1.2887e-05 -0.00613888 -0.0175585 0.000190135 -0.0233667 -0.0417556 -0.00883625 0.0315333 0.000287277 0.0115121 0.000104318 -0.00294121 -0.0500377 0.00019125 -0.00114672 0.00189848 0.000152502 0.0458654 0.0199742 -0.0680046 0.00063836 -0.0740485 -0.00561742 0.000482455 -0.0372047 0.0287066 0.00147794 0.0505625 -0.0511712 0.000661954
internal_weight=53.9748 1.7314 0.702286 52.2434 0.214552 0.180984 0.117644 0.0772188 52.0288 0.834439 51.1944 7.63776 0.476319 7.16144 6.95763 6.26975 6.15375 0.203816 0.121638 0.117388 43.5566 0.35468 0.0601093 43.4269 0.205856 0.095506 6.03636 0.114284 0.0452985 43.221
internal_count=4633 178 149 4455 120 103 90 52 4335 67 4268 990 227 763 693 642 620 70 65 66 3278 162 54 3240 197 114 554 85 109 3043
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=4 6 8 3 7 16 22 17 18 20 6 5 21 22 17 17 13 0 5 16 20 9 4 20 17 20 21 22 2 2
split_gain=0.00697224 0.0288739 0.175534 0.0681735 0.0340486 0.142199 0.0631937 0.121607 0.0660418 0.0358615 0.0356947 0.151986 0.112614 0.0598612 0.0489492 0.0351893 0.0397493 0.0335654 0.110788 0.0959717 0.0360189 0.0322467 0.0313037 0.0311172 0.0301966 0.0469738 0.034708 0.0285874 0.0290546 0.0272236
threshold=240.79927845295001 16.515385879350003 8.3434888241000014 93.82450029455002 23.109894804950002 22.634947069650003 -0.011849999999999999 191.06791329340004 13.258241318650002 44.701063782750005 14.935348962050002 19.768819263000005 2.4659823166500003 -0.066979999999999998 195.81403325600004 205.96542837505004 115.13321943645001 86.866770652900016 21.869642762900003 22.584947186600004 41.559097512700014 206.22988073345002 284.07887079910006 42.546237522150008 189.90635174060003 39.198779702000003 3.5267096012500008 0.034600000000000013 202.79020479645001 245.22092942750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 -2 -10 11 24 13 14 -12 -13 -17 20 23 -20 -14 -22 -4 -19 25 26 -6 -8 -29 -11
right_child=1 2 22 -5 10 -7 27 -9 9 29 12 15 17 -15 -16 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00097447856110746331 -0.0072269421952772354 -0.1074801896020591 0.0020552282877183341 0.0056228705982413535 -0.1003013666069555 -0.098062524215654451 0.093382152101430138 -0.08606463398048074 0.09573950730104136 -0.10019524069871394 0.061805642218131278 -0.10134139917840197 0.0047613437872657694 0.085284634051525587 -0.041917907645892309 -0.10030389677560532 0.074824661097703693 0.016738493824317791 0.0092532534088308506 0.091707539231240698 -0.021999504797806879 3.6485324681000632e-05 -0.021535882351160635 -0.0088323217098738721 3.3724830056969747e-06 -0.070331228319570518 0.071109844756092472 0.069061966305251146 -0.10032584670769747 0.047422742904514939
leaf_weight=30.711314410886175 1.1474312899170511 0.23675375527818632 2.6847033971071146 0.068773235102014496 0.015384646884292752 0.1767503080973255 0.092009849675583122 0.18209912528038774 0.10473539153053923 0.019160284238751046 0.092067829769803211 0.19196546162446271 5.0571292149106721 0.26062732614809547 0.089948382927104831 0.024743723399296869 0.027215040405280888 0.81464526174750096 0.27198521164245892 0.29347838937246706 1.1743904969695225 1.5282614969219137 0.71154313699389593 1.1444577418151309 6.4545119351204177 0.14486126081729367 0.050879402668009277 0.022527051060819758 0.018395263617321689 0.035902076706008756
leaf_count=2024 88 24 63 141 96 55 12 73 43 60 11 132 54 35 38 30 13 41 29 31 54 24 70 30 981 256 35 28 31 31
internal_value=-1.3179e-05 -0.00132414 -0.00941864 -0.082021 0.000217564 -0.0128876 -0.00360748 -0.00950401 0.00116101 0.0613909 0.00155435 -0.00405108 0.00516496 0.0545526 0.0105478 -0.081581 -0.00857479 0.00303929 0.0130552 0.0520474 -0.000219274 -0.00953887 -0.00288731 0.00180068 -0.00121392 -0.038429 0.031313 0.0624553 -0.00708068 -0.00394452
internal_weight=53.8487 23.1373 3.70177 0.305527 19.4356 1.79901 1.62226 1.48933 1.30723 0.159798 17.6366 6.90956 10.727 0.442644 0.182016 0.243924 0.0519588 10.2843 2.52457 0.565464 7.75978 2.70265 3.39625 1.9591 6.66564 0.211125 0.066264 0.132932 0.0409223 0.0550624
internal_count=4633 2609 298 165 2311 421 366 295 222 134 1890 1543 347 84 49 175 43 263 131 60 132 78 133 71 1368 387 131 71 59 91
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=8 9 7 7 20 12 20 19 20 3 10 21 23 16 21 22 5 23 5 23 9 16 23 4 23 18 23 22 8 22
split_gain=0.00627539 0.02347 0.0353632 0.0146478 0.0215878 0.0183624 0.0136781 0.00744363 0.0228863 0.0261081 0.129302 0.0201239 0.0720278 0.0246214 0.0186286 0.0293973 0.0173204 0.0667038 0.0594906 0.0803351 0.0174292 0.0178431 0.0169999 0.0145939 0.032479 0.0266211 0.025905 0.027253 0.0328533 0.0327492
threshold=8.8430989333000021 207.89602404040002 22.598495330900004 22.773029501100002 38.751720283100006 115.07681969535001 39.476991512000005 14.451165964200003 42.081757894750005 92.585121096400016 64.630533455950015 6.4178488307500006 0.083395000000000011 22.654947022900004 7.3464616447000006 -0.056184999999999992 22.887221773600004 0.10087500000000002 24.225659292200003 -0.21029499999999998 188.08209940425004 22.674946976100003 0.094385000000000011 371.16724128940001 0.087125000000000022 14.390586827150001 0.084065000000000015 -0.045684999999999996 5.2459061469000003 0.034600000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -6 -2 23 9 10 14 12 -10 -14 15 -9 20 18 -18 -20 21 -11 -22 -1 26 -26 27 28 -25 -29
right_child=1 3 -4 -5 5 -7 -8 8 11 16 -12 -13 13 -15 -16 -17 17 -19 19 -21 22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.00018133211304110155 -0.045238482369458717 0.098065624180010316 -0.10389888296835759 -0.0062348050351724409 -0.056413134249818656 0.061343157463413817 0.032551489207483679 -0.0073192418558229531 0.047806459388539425 0.02321077619669985 -0.033567071009033125 -0.0027984977374013627 -0.1015322139639683 -0.026490272949173867 0.10059813023174652 0.10022774908657309 0.094048967730992916 -0.00047145796330739885 0.10061697429434642 -0.10100897683051163 -0.011398735974729585 -0.0015038380698476732 0.0030972944168610535 0.0065668775174347275 -0.093709709453770898 -0.0045713045072578052 0.070860716750704461 0.07935725693178669 -0.081895786961889178 -0.03958956936341182
leaf_weight=44.73858810784558 0.043580789642873152 0.03511213088495424 0.05997189048821383 0.64141618696089608 0.029129296039798191 0.024280037689322853 0.046960006572589919 0.052651577279902995 0.076031190537832916 0.65140624763444044 0.18481661711302877 1.2840351059276143 0.09939506085083849 0.078059699269942939 0.14263423997908831 0.049134836270240068 0.16992143425159145 0.63043548332643695 0.035831298679113388 0.044061092476113117 1.231666528794449 0.52963221119716763 2.3574464721605182 0.086699945445799287 0.084289557287775096 0.055606927438450526 0.044006275629904223 0.05645225308626578 0.081394099311808077 0.039234050121459418
leaf_count=3164 16 12 16 78 31 23 28 22 16 30 29 79 32 19 15 19 25 20 2 49 30 14 24 355 35 137 39 36 147 91
internal_value=-1.32391e-05 -0.00838616 -0.0443413 -0.000972237 0.0371597 -0.00288078 -0.00489184 0.000126372 0.00301817 0.0057747 0.0295508 -0.00788166 -0.0336304 -0.0685224 0.0772768 0.0445964 0.00396853 0.016857 0.0605875 -0.0105808 0.00159019 0.0121276 -0.00187727 -0.000361106 -0.0183265 -0.0582784 -0.00016743 -0.012017 -0.0362683 0.0305857
internal_weight=53.6839 0.88045 0.150513 0.729938 0.0885215 0.0534093 0.0905408 52.8034 7.61716 6.07964 0.429237 1.53752 0.253486 0.177455 0.244421 0.101786 5.6504 0.880249 0.249814 0.0798924 4.77015 1.18104 3.58911 45.1863 0.447683 0.139896 0.307787 0.26378 0.168094 0.0956863
internal_count=4633 204 60 144 66 54 44 4429 425 279 85 146 67 51 56 41 194 96 76 51 98 44 54 4004 840 172 668 629 502 127
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=0 20 22 16 22 21 20 20 20 8 4 12 6 2 6 5 2 22 7 7 7 8 21 16 21 13 21 22 6 9
split_gain=0.00664641 0.0492335 0.0762128 0.0713907 0.044327 0.0357989 0.0349343 0.0322688 0.0452863 0.11993 0.0485808 0.0799622 0.0581589 0.0316384 0.0932385 0.0268498 0.038253 0.0251925 0.0211644 0.0235878 0.0198213 0.0290088 0.0248483 0.016217 0.0155619 0.112359 0.115418 0.0702819 0.0461491 0.0459116
threshold=86.09518316945001 42.081757894750005 -0.082654999999999992 22.714946882600003 -0.011849999999999999 1.1709819147500002 42.498713093000006 41.257948413050009 40.767054867700004 8.2435668022500028 176.75641487215003 98.43717490440001 16.575387281250006 159.92742394165003 16.575387281250006 20.971847224900007 67.992056490600007 1.0000000180025095e-35 22.126303133300002 21.207505591350003 22.598495330900004 8.4434108459500017 3.9632429946000003 19.304954856600002 14.731151610350002 117.63886241405002 14.849677877150002 -0.059424999999999999 16.415383542800004 188.55070358395002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 -3 -7 8 10 -10 11 12 -1 14 -9 -8 -17 -6 19 -14 22 -22 -18 -24 -2 26 -26 28 -28 -29
right_child=24 2 3 -5 17 6 15 13 9 -11 -12 -13 18 -15 -16 16 20 -19 -20 -21 21 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=-0.10185958061043564 0.00021870192572931332 0.10023845477770954 -0.10146418161646445 0.071793707240803376 0.080701433315327531 -0.095903788272804602 -0.072333395884000284 0.065630763470136008 0.00037341504369237197 -0.081941925342366648 -0.0032522455431592285 0.09235803930362807 0.042079627628728612 0.0023958432780587665 -0.0018978808973349503 0.1003283151215405 0.073753630045537394 -0.067122208991707427 0.095411983981949833 -0.10061094299937412 -0.10099521641199911 0.0032722524834339997 0.043737161370231439 -0.01008882002047618 0.088196612727189524 0.10089521043442394 -0.0084879552612338958 0.010649763571710363 0.05977304701969563 -0.10193206166236551
leaf_weight=0.049196496879153062 41.851496283337461 0.0301092774461722 0.21779267203555719 0.03378006836919667 0.022954796208067618 0.04559416649499326 0.057167622310089428 0.33484622628020622 0.54446786893549859 0.26225121494553605 4.6391730494614336 0.14171113157863147 0.034498301628445915 2.7249178135934926 0.52510897848981131 0.035335085631231777 0.04312671055959072 0.023161352402198077 0.034264086396433413 0.017442490745452233 0.050599390771992603 0.056452013324815198 0.062162818287106347 0.56221805778523049 0.13371834699796881 0.12653147242963303 0.64991891403495916 0.051495128880276408 0.11684836354106665 0.12213910280843265
leaf_count=16 3128 9 88 19 4 29 17 20 34 32 315 26 57 61 34 3 16 103 6 9 32 30 146 79 10 6 228 43 8 25
internal_value=-1.04688e-05 -0.00226012 -0.0209744 -0.0650851 -0.0826055 -0.00704595 -0.0105854 0.000233921 -0.00442613 -0.026386 -0.00082272 0.0398502 -0.0151044 0.00767338 0.0243962 -0.00609891 -0.00142365 0.00645856 0.0344061 -0.00583799 -0.00606553 -0.0460113 0.00034076 -0.00472995 0.000540724 0.0117656 0.00126608 -0.0110948 0.0019144 -0.0685434
internal_weight=53.6005 10.5483 1.24045 0.297689 0.263909 0.942765 0.912656 9.30788 5.723 0.806719 4.91629 0.277113 0.135401 3.58487 0.859955 0.867062 0.809894 0.0461161 0.0862049 0.0519408 0.774559 0.107051 0.667508 0.624381 43.0521 1.20065 1.07412 0.940402 0.766767 0.173634
internal_count=4633 1185 575 214 195 361 352 610 495 66 429 114 88 115 54 323 306 107 72 66 303 62 241 225 3448 320 314 304 236 68
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=10 10 8 16 8 19 7 19 21 7 2 15 15 16 8 18 8 10 15 21 18 3 7 22 18 9 6 9 20 12
split_gain=0.0061055 0.0346425 0.162167 0.0269433 0.110127 0.0363751 0.042232 0.0258284 0.0158756 0.0176826 0.071073 0.142377 0.0532478 0.0186629 0.0277135 0.0157032 0.0151916 0.0542018 0.0449661 0.0231039 0.0158875 0.121848 0.0449199 0.0667875 0.0414032 0.0311551 0.0859227 0.0524967 0.0774947 0.038023
threshold=61.987779113750001 61.966271448700006 8.3434888241000014 22.594947163200004 8.4434108459500017 14.551174033150001 19.164717746300003 14.651182102100002 12.489184206400003 23.299327580650004 104.39392676985001 42.076928760450009 44.732387748900003 22.644947046300004 8.543332867800002 13.1052958007 8.8430989333000021 62.425997789000007 32.145494189350011 5.6297227860000012 13.552878921100001 93.216908757050007 23.225757870600003 -0.02903 13.602243858600003 196.40176798710004 16.465384711100004 197.47612518640003 43.022303514600004 111.22210529245002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 16 9 10 -5 -12 -13 -11 -15 -14 20 -18 19 -19 -2 22 23 24 -22 26 29 28 -27 -24
right_child=7 2 -4 8 -6 -7 -8 -9 -10 13 11 12 15 14 -16 -17 17 18 -20 -21 21 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0070673894880968081 0.0031241204134244112 0.00083574073048433824 -0.083787457565017986 -0.0024081420986142538 0.094111284536388159 0.10034061433129293 -0.10168824199442941 0.03296297827258661 0.007502172666661729 -0.0040142867985155772 -0.10044678577410178 0.046283186949663553 -0.0089704516419784434 0.02528107644464575 -0.0048819308832468485 -0.10077801864939478 -0.10306635387717107 -0.10101676827265849 0.059686070173677865 0.00062437277798622784 -0.10306242885430694 -0.075860737413808041 0.0012267491855979353 -0.10187104814633596 0.01234490484180825 0.05805398015322133 -0.10689166087091254 0.00059896886692365901 -0.0010999843499808911 -0.018221996221183142
leaf_weight=0.075818947696332795 14.680310060590502 1.0680315289482667 0.28739087422604814 2.6090097444139233 0.14088989188894629 0.019834750331938267 0.067488343500201609 0.24364055959813313 1.7349476604995286 2.0618545275065121 0.23035523502039712 0.14844433330654283 0.035447970794848516 0.66944530070759334 0.55893144965375541 0.039270754157769261 0.064570336695395691 0.039425377185636989 0.079123194973362843 0.051677832067355212 0.03706100021418024 0.21534645582856526 2.8536309792845058 0.10709830364758133 0.19282346289938346 0.39964940998470666 0.085409857681952306 22.629532199619117 0.49672081990047445 1.5518974857566119
leaf_count=267 644 74 27 80 7 2 185 38 43 31 21 33 28 16 30 14 22 29 28 35 13 59 135 91 186 40 5 1422 4 1024
internal_value=-9.89438e-06 -0.00227311 -0.017107 0.000122837 0.0293477 -0.0265823 -0.0441494 0.000494586 -0.000975779 -0.00329112 -0.00875958 -0.0452982 0.0116277 0.00179889 0.0115564 -0.0572228 0.000312667 -0.025055 0.00453628 -0.0433613 0.000450386 -0.000923517 -0.000354371 -0.0366471 -0.00626058 8.21526e-05 -0.00755022 0.00153912 0.025274 -0.00562429
internal_weight=53.4751 9.74716 1.35542 8.39174 0.304032 0.163142 0.143307 43.7279 8.08771 6.35276 3.06253 0.453518 0.223163 3.29023 1.22838 0.0747187 43.4843 0.234797 0.170226 0.0911032 43.2495 28.5692 28.3538 0.336983 0.229884 28.0168 4.49094 23.5259 0.89637 4.40553
internal_count=4633 858 101 757 461 454 452 3775 296 253 176 96 75 77 46 42 3737 114 92 64 3623 2979 2920 290 199 2630 1164 1466 44 1159
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=15 21 20 22 22 9 8 21 21 21 20 7 16 23 6 20 8 22 15 12 9 23 22 17 2 23 16 5 0 20
split_gain=0.00594216 0.012548 0.0620007 0.00979768 0.0090751 0.0324251 0.0327442 0.0322188 0.0128368 0.00660176 0.0413522 0.0791513 0.0516098 0.0475113 0.0467291 0.0336773 0.0855147 0.0342631 0.16501 0.0824739 0.0502385 0.0310878 0.0302971 0.0671232 0.0653236 0.0276686 0.0271191 0.105835 0.0251702 0.0608573
threshold=46.723315192750007 15.294585115650001 42.206017975500011 -0.08158 -0.60414999999999985 216.07042296730003 8.4434108459500017 2.3083050893000006 5.7892729308500011 3.1734339793000008 42.684965421050009 24.581118242250003 22.564947233300003 -0.10696499999999999 14.595341017800001 42.243697547450004 8.2435668022500028 -0.066979999999999998 41.831907381600011 221.15890037120002 212.49340169810003 -0.42796999999999996 -0.101255 190.37043331840002 153.89888490650003 0.099465000000000012 20.674951653000004 17.513369806650005 93.910530954700008 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 -1 -9 10 13 12 -12 14 -6 17 -17 19 -19 22 -21 -16 26 -24 -25 -22 27 -15 29 -29
right_child=1 -3 -4 -5 9 -7 -8 8 -10 -11 11 -13 -14 15 21 16 -18 18 -20 20 25 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.082874195559001038 -0.032878285787171065 0.0010799521290941931 -0.0027057690080156812 -0.10089861256493196 -0.054047185933604053 0.072391937802099376 -0.10241885438507894 0.077367597276102817 -0.0064597209504640169 -0.00029632949933034022 0.080360384869335097 -0.077483318396235012 -0.0099075421656082355 -0.0029946991732091614 -0.046005925960043666 0.04484314077469391 -0.084931325500413074 0.0028363009657766869 0.088236281159622953 -0.10187250939499815 -0.052808870872349679 0.089380971720623925 -0.0035096127616301787 -0.088442997250947175 0.012108204157536899 0.094662036857425705 -0.0029062031473739243 -0.073196615888812877 0.10006056466108459 0.090296077593845558
leaf_weight=0.037868007799103931 0.028199717140523717 1.0268369924506258 0.55077684932393822 0.085021560025778764 0.035288398213576211 0.031165029591747384 0.054378295641072327 0.032681011889820866 0.041421068985471265 41.459702806695759 0.22361364382982252 0.052909449373473194 0.088368209071632009 0.62538428461942608 0.01928255478196661 0.07924365321585547 0.1413453553468571 4.5448414780404782 0.23810617801063916 0.13601034006485413 0.02797797243225375 0.14083537179128314 1.4674500357231717 0.19905837296606055 0.095657407276632966 0.023332801605647546 1.577427015523426 0.034199223931466349 0.1490167106003355 0.06811184600519482
leaf_count=38 38 19 88 33 94 17 13 21 31 2812 112 45 16 128 47 34 30 387 32 145 44 155 51 44 32 11 43 51 9 13
internal_value=-1.40191e-05 -0.00584744 -0.0165603 -0.083957 0.00017704 -0.0212171 -0.0387546 -0.007836 0.0305104 0.000259207 0.00256996 0.0356122 0.0547922 0.00131438 0.0501194 0.0003006 -0.0383116 0.00122776 0.00708771 -0.00513696 -0.070064 0.0730767 -0.00225239 -0.0122561 -0.0558066 0.0142513 0.00493065 0.0190311 0.0738385 0.0356459
internal_weight=53.3155 1.69084 0.663998 0.113221 51.6247 0.197513 0.166348 0.11197 0.0741021 51.4272 9.96746 0.364891 0.311982 9.60257 0.195406 9.40716 0.220589 9.18657 4.78295 4.40363 0.187321 0.160118 4.2163 1.76217 0.294716 0.0513108 2.45414 0.876712 0.251328 0.102311
internal_count=4633 178 159 71 4455 120 103 90 52 4335 1523 173 128 1350 296 1054 64 990 419 571 200 202 371 127 76 55 244 201 73 64
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=17 14 10 6 21 8 15 10 12 13 18 16 7 20 13 22 9 9 22 22 9 17 21 8 2 15 23 21 9 20
split_gain=0.00569938 0.0450262 0.0254893 0.0356984 0.0118555 0.0166083 0.0242515 0.00748782 0.00726378 0.0333885 0.0320001 0.020719 0.0268542 0.0189074 0.0178782 0.0136914 0.00717946 0.0346834 0.12291 0.0679039 0.063105 0.0358784 0.0257834 0.0461747 0.112162 0.0349724 0.051635 0.0344524 0.0319151 0.0200483
threshold=214.22447330960003 255.27041524225004 64.294476189700006 13.825323026450002 1.0853204796000002 7.1444245619500011 26.135540888150004 87.143681840350013 322.74414298955008 117.61735474900001 14.365787915650001 22.624947093000003 24.528146684550006 41.184662530950007 94.456287955200011 -0.16262999999999997 203.09362050815002 201.65416293750005 -0.066979999999999998 -0.094409999999999994 201.81004550795004 196.70927211395002 9.027058870800003 8.4434108459500017 189.32640726775003 20.538897842700003 0.096095000000000028 7.6045750414500004 219.19610828025003 43.61821939175001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 7 -7 -6 16 10 13 12 14 -10 -12 -14 17 -1 19 20 -19 -20 25 24 -24 26 28 29 -18 -27
right_child=1 2 3 -5 5 6 -8 -9 9 -11 11 -13 15 -15 -16 -17 22 18 21 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=4.280537485557229e-05 -0.10047798937908309 0.083209455720637801 0.068011259413516212 -0.1003540004248324 0.081983544513847567 -0.10022471495726407 0.047872690137563435 -0.035204253255865625 -0.01012527695840861 0.046279670842179037 -0.042930860293890219 0.10011555291529989 0.064122267311020956 -0.10091583439911828 0.092909183732012082 -0.092925050424914404 0.091012138541435958 -0.10301868647787218 0.014587445106780589 -0.10494909835164655 0.040235200899006805 -0.017779089686742893 -0.10125433106680781 -0.0026751739217122043 0.027429948291007922 0.00075615667217234655 -0.063617890093386281 0.022725417648129957 -0.042204416977483152 0.017982353476432757
leaf_weight=34.576283922882325 0.049211098003307252 0.035650459496537223 0.031908976507985187 0.03422302418948675 0.022579315536404465 0.028140954849476429 0.018213678667962085 0.007188254438563745 0.032949367555146991 0.065689018199918792 0.015546169211290817 0.018532287474954501 0.0064939297363131301 0.075490058876141575 0.025715035492112293 0.038239605468975313 0.1283931625522382 0.04885787605508074 0.69869695777935337 0.20390974445240317 0.082971392882654982 0.67176794796250761 0.15767388057938037 2.2588814963795016 0.11873824122471888 12.143244535115167 0.034355320709565262 0.83085312435559977 0.020912952768597393 0.71541799539591089
leaf_count=2657 67 24 57 26 24 119 29 73 30 29 20 12 26 132 35 174 135 10 22 28 44 20 66 80 40 454 30 46 27 97
internal_value=-1.19562e-05 -0.0158194 0.00759846 -0.0113505 0.0168448 -0.00460321 -0.0420342 0.0536851 5.58207e-05 -0.016047 -0.0352715 0.0042105 -0.0164575 -0.0733291 0.0417281 -0.0701266 0.00014098 -0.000644008 -0.0145623 -0.0687887 -0.0128568 -0.00127783 0.00187675 -0.00739602 -0.0459755 0.00357133 0.0469184 0.00298978 0.0723528 0.00171457
internal_weight=53.1967 0.227116 0.177905 0.142254 0.108031 0.0761222 0.0463546 0.0297676 52.9696 0.278655 0.212966 0.104527 0.0859947 0.108439 0.0412612 0.0447335 52.691 36.2825 1.7062 0.335739 0.131829 1.37046 16.4085 2.53529 0.276412 13.8732 0.183661 13.6895 0.149306 12.8587
internal_count=4633 419 352 328 302 245 148 97 4214 458 429 267 255 162 55 200 3756 2781 124 82 54 42 975 186 106 789 192 597 162 551
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=16 14 5 22 20 5 23 23 16 21 23 8 12 7 18 16 9 7 4 5 2 22 3 2 5 22 13 4 3 19
split_gain=0.00554244 0.0250628 0.0100605 0.0101624 0.0147224 0.0160023 0.00926498 0.0103685 0.00870465 0.0105434 0.00650691 0.0100243 0.00646245 0.053308 0.0646245 0.034195 0.0375375 0.0738607 0.0457507 0.0382639 0.0737098 0.0370087 0.0365845 0.0349875 0.0298107 0.0251619 0.0230517 0.0195561 0.0179705 0.0159824
threshold=12.604970524100002 258.81881833755006 23.636018850950002 -0.156745 46.095286511800005 1.6209823962500003 0.078770000000000021 -0.222165 9.3849780538500021 16.464809133250004 -0.20885999999999996 1.8485574041500004 247.65401887280004 23.131311951800004 14.170404054850001 22.654947022900004 207.40106631805003 24.775165158000004 330.20885572415006 23.195398057700004 222.85070906495002 -0.091639999999999985 92.913112988300014 245.22092942750001 30.475484469950004 -0.0309 108.10021296720002 362.37721658000004 75.155847036700024 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 7 -5 9 -3 -9 -12 -2 14 24 16 17 19 -18 20 -15 23 -17 -19 -14 27 28 -20 -22 -21
right_child=12 2 -4 6 5 -7 -8 10 -10 -11 11 -13 13 15 -16 22 18 21 25 29 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10025384021144966 0.00034815628511110933 -0.10015009555172955 -0.10018532991312212 -0.10015455638634654 0.065291903051397676 -0.10019195533911281 -0.10013663528424838 0.096135841857589721 0.072139347292700343 0.1000802789934685 -0.10008629167211654 0.044689697520913049 -0.10190495615458983 -0.0062650467135687274 0.085190078721202184 0.085326345541889767 -0.1024236522552064 0.10045444050661219 0.066269536711629967 -0.0035128437013283104 0.10009994030545662 0.078804557538227737 -0.01755416904775493 -0.10098300542561343 0.014778418320890663 -0.072573182026949623 -0.10179809445714368 -0.015180428343628816 -0.066291892249296477 0.015033619218108347
leaf_weight=0.030436559434101729 49.205787241545089 0.0070409657514090007 0.009479915379756676 0.0086339618099868787 0.0094195225775592917 0.015392064712045794 0.01341483152415468 0.0088603713242889626 0.04941186163132727 0.004197558737359941 0.0073626714136434393 0.013647493335270156 0.12780577441657248 0.47990609705448317 0.027228791073866887 0.090531513182213419 0.080164842209342058 0.013238603249192238 0.042430895127836266 1.6142491514001451 0.010711190290749073 0.16423397949438356 0.055911233203005395 0.024728444373400826 0.026422089008690364 0.050771531783539103 0.13286566247825249 0.096565125595361678 0.016473281258186034 0.65244329077904684
leaf_count=343 2714 116 35 52 29 87 260 7 87 2 74 28 102 2 22 34 24 1 20 57 6 47 30 97 66 42 46 112 51 40
internal_value=-1.43108e-05 -0.0176654 -0.000549223 0.00632611 0.0275249 -0.0373673 -0.0285683 -0.00363416 0.0540719 -0.0253646 0.0242647 -0.0060447 4.48342e-05 -0.00398173 -0.0568397 -0.00126093 -0.00331135 -0.000205501 -0.0390818 -0.00427089 -0.0258642 0.0582347 0.046047 -0.0307445 -0.0819149 -0.0123239 -0.0846318 0.00968356 -0.000730398 0.00182556
internal_weight=53.0898 0.177298 0.146861 0.137381 0.085462 0.0248116 0.0519193 0.0385045 0.0606504 0.0112385 0.0298705 0.0210102 52.9125 3.70668 0.181457 3.52522 3.37878 3.10885 0.269932 2.90665 0.639956 0.202201 0.146443 0.037967 0.154228 0.189768 0.16005 0.138996 0.0271845 2.26669
internal_count=4633 1120 777 742 321 116 421 161 205 118 109 102 3513 799 190 609 545 347 198 202 105 145 64 98 168 174 103 132 57 97
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=6 16 10 0 20 22 22 22 22 23 7 15 5 7 2 6 23 13 5 20 3 20 21 18 18 23 4 16 17 5
split_gain=0.00583471 0.0868407 0.149207 0.206533 0.128846 0.124901 0.125789 0.117182 0.0801315 0.0679201 0.0474035 0.045873 0.0403428 0.0445663 0.0328357 0.0679439 0.0524028 0.0340691 0.0316813 0.0244043 0.0348061 0.156941 0.0315047 0.104214 0.0283627 0.0647174 0.0258172 0.0230069 0.0989975 0.0369797
threshold=14.815346158200002 19.224955043700003 66.859265246100009 90.321439350550008 38.171717059500004 -0.079369999999999996 -0.016679999999999997 -0.091149999999999995 0.26597500000000007 0.084365000000000009 23.913271136350005 30.054399297400007 19.768819263000005 22.343045670750005 199.01127796720002 13.005303866850001 -0.24748499999999998 101.22313706950001 30.133297129900004 40.806664626150003 83.511574906150017 36.558960102350007 4.7516206878500009 15.181887866850001 14.365787915650001 0.091885000000000022 147.36370056065002 21.754949127450004 199.59317753375004 20.201591378100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 5 3 27 -4 7 -7 9 -8 18 -5 -11 14 -14 16 17 -1 -16 -2 20 26 -22 23 24 25 -21 -18 28 -3 -29
right_child=1 2 4 10 -6 6 8 -9 -10 11 -12 -13 13 -15 15 -17 19 -19 -20 22 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.10064056083050819 -0.095997577104651122 -0.0035434893944858458 0.0013865316692438989 0.038008409462572834 -0.093145005013618512 0.088663753420171451 -0.093469618787123329 -0.1018083102571086 0.088450951574849987 0.082779901815299581 0.10035296477772376 -0.015441778861252441 0.010127781426666614 -0.072134235699632607 0.0058779722604175343 0.067567605237194461 0.017444877713052892 -0.097737549420784636 0.063569372903313701 -0.084051365928351954 0.0027602885955334928 -0.091429049332150542 9.2839644688662857e-05 0.004186303962199869 0.10032125517808484 0.10141797119973124 -0.0040103063943484037 0.022308516247894747 -0.10170640442192509 -0.00023148854726671555
leaf_weight=0.053088532150286194 0.057420529548181776 0.86140319777849583 0.26401452400023018 0.28407139994669606 0.31767027314344887 0.41121258240059433 0.072084804740909614 0.10491950748291856 0.036458512107742536 0.14291121604466639 0.21370971045689657 0.071257928910199553 0.10940479361772659 0.16545806414644915 0.19342717110240215 0.20870473378090537 0.59760063095018523 0.03796070420395381 0.015885001144511079 0.031423690692461537 0.63569587386263116 0.24511302994869766 7.6589863017231039 1.1999314159896668 0.16158798908190874 0.046883799601346254 9.1194531799389864 0.7467290989006895 0.11665021069347858 28.825803361940757
leaf_count=117 223 195 29 19 66 55 160 20 20 52 35 11 178 170 723 68 5 76 25 78 32 83 410 234 17 2 510 48 23 949
internal_value=-1.51609e-05 0.000816838 -6.04078e-05 0.00087968 -0.0502391 0.0312365 0.0633888 -0.0113516 -0.0323645 0.0216624 0.0647745 0.0500998 -0.00133817 -0.0393911 -0.000820124 0.0261955 -0.00142213 -0.0111208 -0.0614201 -0.0011547 -0.00441622 -0.0234509 0.00264416 0.0162156 0.0763848 0.0269917 -0.00269081 -0.0001614 -0.0152512 0.000337664
internal_weight=53.0069 32.5422 31.6301 31.0484 0.581685 0.91215 0.519756 0.392394 0.108543 0.287475 0.497781 0.214169 20.4647 0.274863 20.1899 0.440093 19.7498 0.231388 0.0733055 19.6967 10.5979 0.880809 9.09881 1.43983 0.239895 0.0783075 9.71705 30.5506 0.978053 29.5725
internal_count=4633 1930 1364 1269 95 566 235 331 180 311 54 63 2703 348 2355 867 1488 799 248 1371 630 115 741 331 97 80 515 1215 218 997
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=3 20 21 6 20 7 9 0 18 17 0 15 22 23 15 4 3 18 3 21 21 21 10 12 20 20 20 16 17 22
split_gain=0.00518816 0.0249263 0.0427517 0.038776 0.0250231 0.0199048 0.0182619 0.0813497 0.0375133 0.0316436 0.0297423 0.0143794 0.0137692 0.0135028 0.0413326 0.0130709 0.00835737 0.0115478 0.0446647 0.00902102 0.0698777 0.0316756 0.0542098 0.0378225 0.0170959 0.0111492 0.00912391 0.0700599 0.0507287 0.0887359
threshold=93.883646373400012 42.759119507950011 1.1709819147500002 16.525386113000007 43.847983878700006 19.506002767000002 187.55294863440002 85.495657006400009 12.947178517500001 187.52613723835003 85.683849075550015 30.632308446700005 -0.23381499999999997 0.10249000000000003 40.042228346200012 229.41769445250003 93.82450029455002 12.880535946600002 93.636308225400015 16.639784844150004 17.123843457500005 18.476280862950002 62.116825104000007 221.15890037120002 47.927946529500012 45.044778924400006 43.426369480700011 22.624947093000003 187.14705358135004 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 6 -3 5 -5 -4 8 13 -2 10 -10 12 -6 14 -8 -16 17 18 -1 26 -21 -22 -23 24 -24 -25 -19 28 -28 -30
right_child=1 2 3 4 11 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 19 -20 20 21 22 23 25 -26 -27 27 -29 29 -31
leaf_value=0.025905342895982311 0.00032181602688469678 0.10021767028543363 -0.0066438748591545376 -0.079016936401566984 -0.1001623719985183 -0.10072397780832132 -0.076401085045420231 -0.10119584893476828 -0.10107602945159007 0.091107297648618024 0.10039875810230547 0.096002598541501283 0.038285242919594169 -0.0090249248104501828 0.094831760184529892 0.021928797196604014 0.0084117945259856042 -5.6805914068953763e-05 -0.057729578513788155 -0.10240248950119279 0.065610670559340625 -0.089222644471928958 -0.10077704598304958 0.098973288062319642 0.02476060669352818 0.012661153992431824 -0.052829165204696417 0.097999231225740058 0.061433729790241934 -0.0007093402531687436
leaf_weight=0.1138117371327273 1.9608777786543643 0.021404524231911526 0.028448743978515267 0.025104577795957539 0.010182635350474811 0.10734052734437682 0.029769642631435889 0.09475577545026681 0.019805710277608912 0.083831266499146295 0.011629442684352398 0.025946641549069227 0.024389770596428662 0.58041845274146908 0.048786240644403733 0.049593207861107658 1.2192895608550305 45.587849808883128 0.14547064519138075 0.073187761211555791 0.070326740820803479 0.061819844922865741 0.024712972566703684 0.048773008034686427 0.019335091084940359 0.021590791449625613 0.1513219694598148 0.080556709202937671 0.26298542612056608 1.81990353679761
leaf_count=30 266 8 30 84 38 167 44 37 115 27 1 7 69 33 9 49 34 2545 15 33 48 8 21 21 24 46 399 5 275 145
internal_value=-1.34863e-05 -0.00396752 -0.0347362 -0.0477825 0.00491815 -0.0810136 -0.00137288 -0.0141756 0.00358086 0.0590227 -0.0265404 0.0397362 -0.00249183 -0.00253845 0.0268404 0.0580813 0.000234912 2.92672e-05 -0.0210181 0.000142435 -0.0165985 0.00887129 -0.013771 0.0269975 -0.0456717 0.0724888 0.00025418 0.00637884 0.00307537 0.00713684
internal_weight=52.8232 3.12228 0.242817 0.221413 0.0856236 0.135789 2.87947 0.803323 2.07614 0.115266 0.0314352 0.060519 0.0345724 0.708568 0.128149 0.0983794 49.7009 48.4816 0.259282 48.2224 0.319746 0.246558 0.176232 0.114412 0.0440481 0.0703638 47.9026 2.31477 2.23421 2.08289
internal_count=4633 984 403 395 198 197 581 172 409 143 116 114 107 135 102 58 3649 3615 45 3570 201 168 120 112 45 67 3369 824 819 420
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=22 22 3 19 22 23 19 19 16 18 12 7 7 17 6 21 18 6 6 0 6 15 9 4 9 17 20 10 10 16
split_gain=0.00571548 0.121246 0.0335548 0.0514805 0.0270339 0.0238129 0.0207509 0.0184196 0.0504798 0.19793 0.036454 0.0619973 0.027574 0.134265 0.0526458 0.0818576 0.0353705 0.0751941 0.0555923 0.120488 0.0958687 0.0546309 0.0244624 0.0310724 0.105122 0.0190316 0.138086 0.0217321 0.024727 0.0181397
threshold=-0.08158 -0.082404999999999992 79.47351079420001 11.950964240300001 -0.083330000000000001 0.085235000000000019 13.451085274650001 14.351157895250003 22.554947256700004 13.807773949150002 120.41084184385001 22.460452099450002 23.276000438150003 187.32964365115004 16.455384477450004 3.8092755532000004 13.581061237400002 16.315381206250006 14.815346158200002 93.308316333500017 15.470361462550001 29.171703351550004 191.96565807215003 201.80971861865004 181.33671263215004 197.18249712500003 41.319407281650008 62.025417527550012 61.987779113750001 14.184966829400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 -4 -3 -5 12 9 -9 11 -10 13 -2 15 -15 -14 18 -18 20 -20 -21 23 -12 -25 27 -27 28 -24 -1
right_child=7 5 4 6 -6 -7 -8 8 10 -11 22 -13 16 14 -16 -17 17 -19 19 21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.01315225993540043 -0.0024987452524301138 -0.019796521471257142 0.00050064231291363742 -0.094822153638650319 -0.019342372986036159 -0.10470075075340315 0.045688320502802554 0.085531011459030082 -0.016505595804362502 -0.057899315398013067 -0.00049648499741297681 0.100572940224658 0.017137133727446751 -0.078089918081282822 -0.10394628719212105 0.071192867688098294 -0.00070492158858236108 -0.047557356285246211 -0.060022085706644683 0.086560542781586564 0.047118379123657211 0.022591193600091423 -0.0092960755185872487 -0.0023734506964948857 0.069041393553279859 0.078028988101908267 -0.0044900858134956098 -0.016248063354988209 0.0067700797181115798 0.074692360271993663
leaf_weight=0.099439414135491844 3.534675709811697 0.043928996658562869 21.032750426857817 0.11487588665116233 0.70975325069592798 0.13318479708972664 0.011568898179348253 0.29018993797944759 0.083084319907355986 0.1439329712302424 0.90265363125945242 0.09926845645532012 1.257944366865561 0.10505771504813299 0.18584381129733174 0.056478203161532292 15.369846528465896 0.32939304655519563 0.22357264286984069 0.27099056995939463 0.13331668428145349 0.26314136706059799 1.7069079193397558 0.51761401811381802 0.3425083969291336 0.24305492524581485 1.2240230911282877 1.091317255864851 2.1832713098265231 0.030784451516183253
leaf_count=599 322 9 1715 198 51 61 34 82 25 38 11 24 19 34 20 38 916 25 27 21 27 37 52 8 45 41 77 22 21 34
internal_value=-1.28162e-05 -0.00123489 -0.000571437 -0.0365168 -0.000147105 -0.0836422 -0.0819663 0.000874056 0.00472602 0.0379768 0.00300629 0.0472291 -0.000690789 -0.00832887 -0.0676518 -0.0258958 0.000970523 -0.000255298 0.00070289 0.0249872 -0.0199996 0.0550459 0.00202421 0.0124636 0.0260646 -0.000829494 0.00918108 -0.00377766 -0.000279325 0.00761389
internal_weight=52.7344 22.1763 21.9992 0.256669 21.7425 0.177114 0.126445 30.5581 8.82783 0.434123 8.3937 0.182353 21.7303 3.88206 0.34738 0.161536 17.8482 16.5903 16.2609 0.891021 0.356889 0.534132 8.21135 1.76278 0.860122 6.44857 1.46708 4.9815 3.89018 0.130224
internal_count=4633 2701 2631 865 1766 70 232 1932 446 120 326 49 1486 414 92 72 1072 1053 1028 112 54 58 277 64 53 213 118 95 73 633
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=20 20 19 8 16 22 20 13 9 5 22 20 16 0 5 6 23 22 5 6 20 4 13 22 7 15 15 0 9 9
split_gain=0.00533835 0.027924 0.0425742 0.0210707 0.0370459 0.031751 0.0370047 0.0115864 0.0106679 0.00758253 0.00743112 0.0607164 0.0315496 0.0571379 0.0433967 0.036779 0.0365254 0.0200954 0.0559607 0.0327932 0.0238375 0.0203018 0.0168883 0.0138563 0.0132423 0.0127705 0.0175047 0.0113114 0.00878141 0.0406579
threshold=36.859113051050009 37.140760352250005 14.251149826300002 8.1436447804000007 15.839962959300001 -0.033594999999999993 35.374259656300005 113.98793627290001 118.12141086625002 17.456790312050007 -0.27494999999999997 39.571921479100006 15.484963789400002 87.028078140750011 14.252017113900001 13.705320222600003 0.09557000000000003 -0.22754499999999997 23.374630421750002 13.855323727400002 48.393869453650005 275.83115341155002 101.03763345850001 -0.24150999999999997 23.853977146050003 22.654569872000003 18.939493156800005 71.249517373150013 203.09362050815002 201.65416293750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 8 9 -6 -5 11 25 14 -14 22 16 -15 18 19 21 24 -12 -13 -23 -20 26 -3 -22 29 -19
right_child=1 10 -4 7 5 -7 -8 -9 -10 -11 17 12 13 15 -16 -17 -18 28 20 -21 27 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.086133800636601032 -0.084769107163642249 0.07301490118022487 0.021044592391650154 0.0030723755158503156 -0.051434360547276473 0.082674273142096022 -0.10055455040714595 0.013199995253697028 0.068010004589412004 -0.0099769966985748474 -0.10026976014350507 -0.047138675506480543 -0.010491524096358666 0.050314943531829519 -0.10108122002952982 0.074905726679197135 -0.10044980306704415 -0.00021696523076242372 -0.10055928584326596 0.076255206374984452 -0.033389095615761415 -0.060045760467632353 0.10014282689192683 0.071428534906956581 0.027902074887479422 -0.10083518801588648 -0.1004012631918114 0.061407192908372987 0.0019025589887242103 -0.016439718079542389
leaf_weight=0.022740428043149463 0.094514964322640505 0.011263905070854063 0.063619143213145435 1.0756753042821006 0.0090404498689622415 0.11307638258205088 0.025001306517197008 0.65077676995133504 0.043247349909506738 0.75980940282170184 0.017963458362827533 0.013062418776016216 0.57552165935521771 0.037656908961707813 0.065108803856674058 0.15929894498549402 0.028030728361045476 31.729389766394966 0.047199813900931531 0.16376912006978728 0.024294690696478938 0.011784595516559193 0.019272400066256523 0.025068055275426104 0.009668225196946878 0.078981682758922034 0.012045100971590728 0.026120937618543394 15.05789674510322 1.6239518519121166
leaf_count=328 44 27 13 41 99 30 53 42 16 58 46 72 107 43 34 18 17 1963 172 28 45 44 5 31 6 40 16 25 1061 109
internal_value=-9.46859e-06 -0.000243801 -0.0421991 0.00432196 0.0344995 0.04891 -0.000488199 0.00173534 0.0473583 -0.00232949 -0.000110409 -0.00864265 -0.00032708 0.00621271 -0.0540521 0.0489426 -0.0140205 6.46999e-05 0.0248144 0.0538463 -0.0343368 -0.0131026 0.040645 0.0293862 -0.0787194 -0.0816403 -0.0165992 0.015726 -0.000101897 -0.00100684
internal_weight=52.5949 49.8955 0.158134 2.69937 0.213106 0.190365 0.0772891 2.48626 0.0522878 1.83548 49.7373 1.00024 0.897952 0.800508 0.0974436 0.224987 0.0656876 48.7371 0.325869 0.218585 0.107284 0.0548161 0.0323348 0.0368527 0.056868 0.102291 0.023309 0.0504156 48.4112 33.3533
internal_count=4633 3966 57 667 526 198 168 141 115 99 3909 379 296 185 111 78 60 3530 397 149 248 121 77 75 178 83 43 70 3133 2072
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=22 22 3 19 22 15 23 0 10 10 17 0 10 10 0 9 17 22 7 5 16 17 13 5 7 22 3 22 13 5
split_gain=0.00493972 0.106584 0.0282959 0.0461609 0.0220331 0.0216027 0.0414525 0.0193544 0.0191306 0.0764069 0.0235493 0.0257567 0.0206082 0.161147 0.114378 0.0697125 0.0656746 0.0486421 0.0453604 0.0441262 0.0340654 0.057657 0.0460207 0.101301 0.0369239 0.0411352 0.0337092 0.0256288 0.0218466 0.020947
threshold=-0.08158 -0.082404999999999992 79.47351079420001 11.950964240300001 -0.083330000000000001 37.646552559600003 0.08574500000000003 104.86330937810001 75.499969677400017 75.629015667650023 198.90226058785004 99.198728097250012 69.873026810350026 66.235542959850008 95.217121606100008 216.07042296730003 205.28496454895003 -0.13006999999999999 22.721067571950005 19.221712148250003 21.719949209300005 191.32023496460002 117.39690118230001 21.252944829650001 22.673598830200003 -0.14174999999999999 92.813640037450014 -0.095854999999999996 107.92277473060001 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -3 -5 12 -10 11 -11 13 20 15 18 17 19 -14 -15 21 24 23 -22 25 29 -25 28 -16 -4
right_child=-2 5 4 7 -6 -7 -8 -9 9 10 -12 -13 14 16 27 -17 -18 -19 -20 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0073041687232239666 0.00081725200402847859 0.088876372179869018 0.093059546196162829 -0.097180541348555582 -0.017447383010757638 -0.10455774605665941 -0.10037979908104618 0.018345708918669209 0.076043237934228416 -0.1007539189472112 0.0071395138192465128 0.013074214845084484 0.022720144943824527 0.067701091551532255 -0.0021713218789677891 0.053072837006009815 -0.016749905693587738 0.097254760255408301 -0.094652127767871796 -0.051297084247264584 -0.0021165144266894064 -0.084422422152068521 -0.0012589044691738791 0.08865200330915135 0.088465735678454255 -0.099822608186357784 0.024686471151738464 -0.018855221770528254 0.01966795507098994 -0.0096942112148872307
leaf_weight=0.12595883060802693 30.428468372113997 0.019230849408132467 0.024392309904450293 0.098642623051837575 0.71347883794078626 0.11655369427899132 0.029063511691498789 0.017001028162919152 0.16569163417443533 0.044898318736045439 0.6148998548912914 0.035673221094839391 0.037709479075672347 0.085111201373365475 1.6594091139836571 0.045560526683402713 0.09951321070548147 0.2821241542715559 0.25959707379570318 0.049160096051309665 0.66747827088693046 0.12929717449992495 14.963158859911116 0.21667718407115899 0.038725093861842197 0.046741988042418359 0.13293043867906817 0.63433241626626102 0.63268292044176622 0.106287410747683
leaf_count=633 1932 6 10 139 51 18 46 93 11 76 45 24 57 24 103 13 28 34 193 47 41 34 370 28 15 24 22 55 11 450
internal_value=-9.0986e-06 -0.00114728 -0.000545022 -0.0345784 -0.00016585 -0.0812555 -0.0250179 -0.0801968 0.000422075 0.0150175 0.00047853 -0.0503563 -0.000202912 0.00120748 -0.00746848 -0.0621134 0.0562337 0.0736758 -0.079765 0.0241329 -0.000531404 -0.0316001 0.000140207 0.0207236 -2.30658e-06 -0.0193119 0.0643305 -0.00106615 0.00385694 0.00948552
internal_weight=52.5204 22.092 21.9271 0.241602 21.6855 0.164848 0.0482944 0.115644 20.9721 0.861163 0.695471 0.0805715 20.1109 16.8416 3.26929 0.342867 0.515909 0.416395 0.297307 0.134271 16.3257 0.345444 15.9802 1.01709 0.216147 0.177422 0.349608 2.92642 2.29209 0.13068
internal_count=4633 2701 2631 865 1766 70 52 232 1715 156 145 100 1559 1127 432 263 133 105 250 71 994 533 461 91 499 484 50 169 114 460
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=8 22 19 23 19 20 22 6 18 5 23 15 22 20 9 7 15 3 15 9 17 6 12 14 23 13 20 15 3 23
split_gain=0.00478675 0.0238367 0.0177428 0.0266608 0.00668425 0.0178131 0.0251507 0.0796463 0.0436496 0.0243801 0.0467797 0.0256713 0.0229338 0.0582826 0.0225742 0.0198424 0.0806708 0.0173749 0.0130003 0.00998765 0.0264758 0.110023 0.0483806 0.0704061 0.0376648 0.0585756 0.0494482 0.119793 0.0275944 0.0234508
threshold=8.8430989333000021 -0.088039999999999993 14.451165964200003 0.086955000000000018 14.451165964200003 42.081757894750005 -0.031989999999999998 16.535386346650004 13.453871405300001 22.705169530700005 0.10526500000000003 38.992510055900006 -0.064729999999999996 41.542492784600007 189.68479361675003 22.929105819350003 36.776646943950006 94.109476856350014 38.992510055900006 196.40176798710004 191.75825325995004 16.525386113000007 97.388883832800005 177.36626049935003 0.080375000000000016 117.34313201970001 41.067148236900003 34.139075990150012 73.733652685700008 0.10646500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 19 6 9 8 -8 11 12 14 13 -11 -6 16 -7 -18 -17 20 29 22 -22 -24 25 28 -26 -28 -25 -1
right_child=1 2 -4 -5 5 15 7 -9 -10 10 -12 -13 -14 -15 -16 18 17 -19 -20 -21 21 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.0020202617904771813 3.634931333860469e-05 -0.072980619776428168 -0.079879525949544394 0.053506124212643884 0.019122207387970613 0.071007248052245078 0.1005973474108941 -0.0023926281339178429 0.028554923822479841 -0.073229849839704403 0.0057674272318996335 -0.018688440388482306 0.10047407848084666 0.092739698097333872 -0.0010922521365692411 -0.012974574305005355 -0.1015523555054331 -0.026755298165230746 0.0072195597814679636 0.00074895655429120717 -0.080737333913610432 -0.10289204330215769 0.080208136142619291 0.041778770262076687 -0.0030908227208793094 0.10027849581998867 -0.0098040406320032726 -0.10368497582774723 -0.058255100221061201 0.010015125196651051
leaf_weight=9.5274932974267905 0.69278920966235091 0.032566103269345059 0.071850429418191197 0.034127053172170463 0.6865395772038031 0.050600210204720386 0.14349827729165454 0.57082598493434489 0.20318248923285864 0.034580539480884909 0.63561311014927924 0.65633430960588146 0.087132278131320962 0.05451176842325367 2.8283532457785441 0.6132027360727077 0.092457685832641801 0.046764706217800267 0.66397347399458795 28.770300797024554 0.085784870739873287 0.12215881070369494 0.094993477803655302 0.051933752493747209 2.7019793704792834 0.081718679517507553 0.57210554797602231 0.17827082958319806 0.058794002056615113 1.9503837078804345
leaf_count=1573 91 16 63 34 40 5 14 14 35 50 16 21 13 12 64 25 36 19 61 1514 18 17 16 205 180 59 125 18 195 84
internal_value=-8.2962e-06 -0.00753595 -0.0454014 -0.00825704 0.000113068 0.00290165 0.0053534 0.0205684 0.0583748 0.00255194 0.018407 -0.000533893 0.0639957 0.0283198 0.0028561 -0.00695976 -0.0371269 -0.0764281 -0.00247613 -0.000351796 -0.00240481 -0.00946895 -0.00648576 -0.00478254 -0.00699763 0.0360584 -0.00939773 -0.0321078 -0.011337 2.48571e-05
internal_weight=52.3948 0.831333 0.138544 0.0666932 51.5635 7.36757 5.90057 0.917507 0.346681 4.98306 0.811838 4.17123 0.176225 0.0890923 3.51489 1.467 0.189823 0.139222 1.27718 44.1959 15.4256 3.94774 3.82558 3.7398 3.6448 0.192446 3.45236 0.750376 0.110728 11.4779
internal_count=4633 204 113 50 4429 425 279 63 49 216 91 125 75 62 104 146 60 55 86 4004 2490 833 816 798 782 459 323 143 400 1657
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=4 23 23 23 7 5 3 3 6 18 23 21 2 17 22 14 9 18 22 23 0 5 17 19 22 23 9 10 7 14
split_gain=0.00468288 0.0365253 0.035029 0.0402033 0.0441596 0.0411837 0.11158 0.037788 0.0379223 0.0343588 0.0338828 0.029372 0.0240386 0.0530073 0.0210956 0.0208076 0.123429 0.0339684 0.0263683 0.0199986 0.0278744 0.0190283 0.0154763 0.0146378 0.0243887 0.0117687 0.0170714 0.0116998 0.0112593 0.0112501
threshold=308.58584608000007 0.25799500000000009 -0.25587999999999994 -0.21029499999999998 23.209106085000005 21.191508333600002 82.705037467000025 92.238309997550019 14.935348962050002 13.629518043050002 0.18642000000000006 7.3938557349000016 283.83865810395008 204.45912381470004 -0.088880000000000001 299.54092778305005 195.74493321760002 13.629518043050002 -0.027754999999999998 0.079745000000000024 93.308316333500017 22.744024947450004 177.73379099395004 11.050891619700002 -0.092614999999999989 0.088145000000000015 223.65407503400004 73.448676123850007 24.123805364200006 326.60313215985008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 22 11 9 6 10 8 21 -5 23 27 -10 -14 -11 -1 -17 -18 -19 20 -8 -7 -2 -6 -25 -26 29 -4 -9 -27
right_child=1 -3 3 4 5 7 19 28 12 14 -12 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=8.7030326128109163e-05 0.0091333330609082355 -0.07244806737489333 -0.078777142265711267 -0.095185601521482657 -0.060063143232359562 0.02217168791666653 0.068967088486666869 0.0025416972389934005 0.081302398340114462 -0.10014781977837613 0.0997671373745177 0.079418896848781784 -0.065126774350697011 0.098363867316887635 0.064151067394485436 -0.091675882605131515 0.088909416440279429 -0.017407841321643892 0.058900224312305731 -0.10038910578698992 -0.10052491916958234 -0.10138254195230201 -0.095538944318142777 -0.069386325157834439 0.067773576899022914 0.030239094391837851 0.089057622694126093 0.034104707398576295 -0.012955720047060727 -0.10020674330992679
leaf_weight=47.594847686775779 0.018814745878897976 0.074775353266526845 0.019159268928888085 0.087989026327020325 0.032416218398245378 0.024753675406828157 0.018407299794489518 2.650016942890375 0.14108037693949882 0.010874282116731138 0.043232924080789603 0.10295013910513262 0.041739470791071653 0.037782378976771724 0.027776910426730694 0.075420641513082809 0.13400657195597887 0.08651897405843556 0.095013081074284855 0.15816444375059291 0.020519415045100686 0.025108034060394857 0.056675452862966935 0.026705820702730421 0.057084936718467816 0.011057599895167414 0.013645994770158154 0.017631554530336047 0.56956293276925851 0.016442690044641495
leaf_count=3062 33 20 30 132 313 32 10 73 15 42 26 51 23 29 28 52 5 28 13 109 53 18 43 173 60 9 33 30 53 35
internal_value=-7.66934e-06 -0.00316739 -0.00194257 -0.000715774 -0.00255124 -0.000658274 -0.0311488 0.00281601 0.038717 -0.0606632 0.0213575 0.0520119 0.0565191 0.0125508 0.0179266 0.00027576 0.0232515 0.0507216 0.0225315 -0.0845862 -0.0203771 -0.0400445 -0.069451 -0.000185602 0.0153502 0.0383873 -0.00238215 -0.0246799 -0.000199889 -0.0477557
internal_weight=52.2902 4.30437 4.22959 4.1541 4.01436 3.88772 0.397677 3.49004 0.270464 0.12664 0.200586 0.139741 0.220602 0.0795218 0.0386512 47.9858 0.390959 0.315539 0.181532 0.197091 0.0389267 0.0498617 0.0754902 0.157353 0.124937 0.0982312 0.0411463 0.0367908 3.21958 0.0275003
internal_count=4633 1473 1453 1377 1266 1064 821 243 117 202 649 111 67 52 70 3160 98 46 41 172 63 50 76 623 310 137 77 60 126 44
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=21 20 10 21 6 10 17 13 12 10 7 15 15 17 20 9 15 8 20 20 21 22 15 21 0 15 21 15 9 17
split_gain=0.0047872 0.0460571 0.0403275 0.0214512 0.0106732 0.0124075 0.00883684 0.00737626 0.0147479 0.011398 0.015426 0.0197363 0.0182053 0.0161122 0.0135187 0.00922561 0.0426638 0.0210629 0.0202556 0.01908 0.0156252 0.0144524 0.0173877 0.0138219 0.013193 0.00744264 0.01189 0.00723581 0.00693993 0.0146466
threshold=17.123843457500005 42.027798546600003 62.111448187750007 18.870920756500002 13.745321157250002 84.92839234085001 174.14321222100003 97.873318238950006 150.80177373595004 71.246828915000023 24.103872582350004 13.699258176050002 11.870705757150002 243.29790314680005 42.620627117000005 177.59430306730005 32.355961258350007 5.1459841250500009 43.895345911700005 49.292797572200008 12.717166023350002 -0.23557500000000001 19.198394745150004 5.2921303083500009 91.109157582800023 19.846565044850003 0.91803327455000017 27.220712026400005 182.80199813410005 189.31980273685002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 6 -5 8 -1 -10 14 12 -12 -13 -11 16 17 18 20 21 -9 23 -23 24 -20 26 -17 -24 29 -27
right_child=1 2 3 4 -6 -7 -8 15 9 10 11 13 -14 -15 -16 25 -18 -19 19 -21 -22 22 27 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.10022728241859734 0.05395347264518973 -0.101155340920928 -0.069804684549344825 0.05239784945818509 0.099076413606849462 0.057509050970225163 -0.1001955065554293 -0.10026154936039772 -0.10008695077946102 -0.058283626460883357 -0.10005437381225468 -0.093290308169547351 0.054004106615574581 0.025014494049921017 0.058734415002756925 -0.0040716235817116571 0.086420830233222071 0.10003314849391257 -0.10032095279702519 -0.080721928132587911 0.05122887562725207 -0.075831305440145269 0.069838191016915352 -0.10012324360197673 0.081277748058095969 -0.018684564546775462 0.015707637873116739 -0.0026532279095035586 -0.00011244785417304377 0.003977963443437928
leaf_weight=0.020161741241898623 0.13784241082612325 0.048546175282922377 0.023372476085683047 0.0055613699842069755 0.021733526802563574 0.025591246082512953 0.011949672334367278 0.036719696036789595 0.013092046724182183 0.012250616792506719 0.0096441603605744719 0.045879332900492287 0.037483091972813298 0.015368137848838614 0.050858762078405562 0.51893980024124065 0.068970041560532991 0.017899345198202354 0.0058307192939537336 0.022645790623755602 0.0083583679061121074 0.011590009624626418 0.066545377066177025 0.01720314924386912 0.012745197047479451 0.60433681189897359 0.73350448988162498 0.017361818587232847 49.036538945280085 0.54000406352133723
leaf_count=313 31 40 47 11 10 30 43 426 87 47 325 337 128 36 66 19 14 14 62 65 16 24 91 57 6 31 64 23 2151 19
internal_value=-7.83163e-06 0.013161 -0.027956 0.0123299 0.0419384 0.0131276 -0.0517331 -7.74743e-05 -0.019021 -0.0101506 -0.00328439 -0.0261719 0.0224775 -0.0636054 0.0360192 -2.48362e-06 0.0179122 -0.00387224 -0.0132182 0.0040473 -0.0721722 0.0186704 0.0389798 -0.0355369 0.0242765 -0.000102055 0.00751227 0.0548385 -0.000292097 -0.00799032
internal_weight=52.1985 0.274597 0.136754 0.0882083 0.0648358 0.0431023 0.017511 51.9239 0.204738 0.184576 0.171484 0.108375 0.0471273 0.0612475 0.0631094 51.7192 0.28587 0.216899 0.199 0.153922 0.0450781 0.131276 0.0954972 0.0357791 0.0185759 51.4333 1.25244 0.0839072 50.1809 1.14434
internal_count=4633 212 181 141 94 84 54 4421 1339 1026 939 826 453 373 113 3082 798 784 770 328 442 263 138 125 68 2284 83 114 2201 50
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=4 6 8 3 7 16 22 17 19 17 15 5 22 19 16 22 21 4 22 2 15 19 22 22 21 7 6 5 22 12
split_gain=0.00458965 0.0218098 0.13713 0.054609 0.02429 0.105487 0.0485335 0.105569 0.0260201 0.0392088 0.0256574 0.0886235 0.0346128 0.0260992 0.0245252 0.0245921 0.0220486 0.0208912 0.0202438 0.0212 0.019383 0.0304562 0.111867 0.0210137 0.0561848 0.167645 0.0192282 0.0253844 0.0239728 0.0213363
threshold=240.27283890470002 16.515385879350003 8.3434888241000014 93.82450029455002 23.109894804950002 22.634947069650003 -0.011849999999999999 191.06791329340004 14.251149826300002 188.27285108100003 25.716185026400002 16.904667913650005 0.63131000000000015 12.851036860900001 19.154955207400004 -0.24150999999999997 9.4810485893500012 250.04947801505003 0.034600000000000013 202.79020479645001 26.243701454300005 13.251069136700002 0.04932000000000001 -0.06828999999999999 5.0655779142000013 25.070284486400002 11.135260173550002 12.451585980350002 -0.084729999999999986 207.49943573995003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 9 14 11 12 13 17 15 -2 -4 -6 -8 -20 -12 22 -22 -23 25 -25 27 -19 29 -28
right_child=1 2 16 -5 10 -7 18 -9 -10 -11 20 -13 -14 -15 -16 -17 -18 26 19 -21 21 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00080205075822940971 -0.1001618702223325 -0.10638269394480332 0.00083895577012763122 0.0056030811789338792 -0.10050967818698738 -0.094639566424500235 0.092388917940697979 -0.087126023124342242 -0.0050319598528908889 0.099866148899432933 0.019470424227382002 -0.10455631298234513 0.080083035400394867 -0.063300074299799211 -0.10048668303486451 0.040559736152575854 -0.020459222681907085 -0.0047809227880108831 0.064115251154584524 -0.10025589082682572 -0.083132986121515456 -0.00057752027618003304 -0.00042885348605313988 0.079699124125297685 0.0033107018273323833 -0.0049432480328852196 -0.0033636391390628761 -0.10169724047113966 -0.0033312120352627229 0.079993398865041088
leaf_weight=29.892355537556082 0.014324617570394604 0.1882247546454886 2.739601513667822 0.056650947684573794 0.021717666793163448 0.1390916057122239 0.070981920439389223 0.1522989702864378 1.0693648971018772 0.062689488426002526 0.63998060490166508 0.097137865891653408 0.04611792017671057 0.079982741454728057 0.019334405478730332 0.093333836070258136 0.59090826220290171 0.077690875383248037 0.019242226090113945 0.013249645735868398 0.19361317975116499 7.4974555792787188 1.0532247010760327 0.39361702262249387 5.5739000783332813 0.57704590894718422 0.053376586414742633 0.041441176240681443 0.61627714298242608 0.072300069349012119
leaf_count=2007 56 24 103 141 58 55 12 74 26 12 42 41 49 118 16 114 30 763 28 31 161 288 27 66 101 41 35 41 49 24
internal_value=-7.52757e-06 -0.00109448 -0.00825017 -0.0804753 0.000274483 -0.0112956 -0.00364292 -0.00848954 0.00102262 0.0351563 0.00139782 -0.0133302 -0.00454685 -0.00860066 0.0032125 0.0218359 -0.00293983 -0.00364485 0.0624632 -0.00291257 0.00242048 0.00170678 -0.0132714 0.00303675 0.00717725 0.0293804 -0.00120179 -0.0384942 0.00478606 0.0445905
internal_weight=52.1565 22.2642 3.57539 0.244876 18.6888 1.65391 1.51482 1.41135 1.25905 0.189682 17.0349 1.10604 1.0089 0.962786 0.126993 0.107658 3.33051 0.882804 0.103474 0.0324919 15.9288 15.2889 1.24684 14.042 6.54456 0.970663 0.861086 0.119132 0.741954 0.125677
internal_count=4633 2626 298 165 2328 424 369 298 224 198 1904 1178 1137 1088 186 170 133 970 71 59 726 684 188 496 208 107 912 804 108 59
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=3 21 21 10 0 4 16 20 22 3 15 2 13 21 7 20 22 22 6 12 0 19 23 22 6 6 5 7 17 0
split_gain=0.00450433 0.00476778 0.0384046 0.0584649 0.0266332 0.016934 0.00943514 0.0219151 0.00757069 0.00820201 0.00506746 0.0426521 0.0414655 0.0111151 0.120486 0.0761285 0.00956617 0.0497692 0.0372564 0.0421899 0.0229272 0.0311056 0.0173893 0.011718 0.0625523 0.0637959 0.0344185 0.0309285 0.0507754 0.0229546
threshold=56.769481882550004 17.123843457500005 18.476280862950002 62.111448187750007 87.380266155850009 250.04947801505003 22.594947163200004 42.055256506450007 -0.156745 73.368022379950006 45.793006327050001 223.32247823975004 117.67650082785001 15.294585115650001 22.791048179400004 40.040404835300002 -0.51760499999999998 -0.58319500000000002 13.825323026450002 208.33288250865004 98.230883170350012 11.750948102400001 0.094385000000000011 -0.16164499999999998 16.245379570700006 16.545386580300001 28.543718473100004 23.156313609200001 201.23649604560003 86.474255765850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 6 -4 -5 -6 7 -3 -7 -10 13 12 -12 16 -15 -16 17 18 19 20 -2 -22 -20 24 27 29 -27 -18 -29 -26
right_child=1 2 3 4 5 8 -8 -9 9 -11 11 -13 -14 14 15 -17 23 -19 22 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.1000838425439472 0.097405703621842463 0.093141939303880039 -0.090500274991366911 0.10062657823770049 -0.07726334983397426 0.054293813853667543 0.096641874601963718 -0.055560904978788406 0.069280478162137199 -0.10046353248625631 -0.08891624553588133 -0.0011831200424589213 0.034388334757668108 0.069228952332572508 0.030637118911317103 -0.094017678727810472 0.018972865770751125 -0.087485613249482772 -0.067577818871932718 -0.1002684463411109 0.070896653451779312 -0.10038594646203843 0.0010805856756304433 0.0002417071007925494 0.019519862938698614 -0.090938845807236074 0.060972883359342304 -0.09049873938815757 0.064405475868518289 0.10052743698232763
leaf_weight=0.0044972636377796906 0.073147877370502101 0.023826240823835998 0.06318396127358028 0.036270856391638517 0.022161304715154984 0.033046923241272452 0.048178593744523823 0.016969196439902134 0.0045118867353721726 0.0077127392726197286 0.10682458327164512 2.2326574788874041 0.036622610078211437 0.10919838304897567 0.069133906625211239 0.16816312983712578 0.099050422714976771 0.076606844670776719 0.070132434107335939 0.018324256206554423 0.028365776755961747 0.016931113741861736 0.077822085477237124 48.20340756589151 0.046759180986214233 0.040825554134698905 0.023499389663243164 0.095447892836748593 0.027188088152271916 0.13885758421383798
leaf_count=167 13 7 36 5 19 40 4 48 10 36 78 159 15 33 4 76 160 158 19 76 50 35 31 2897 55 137 78 108 58 21
internal_value=-9.65319e-06 -1.00066e-06 0.0136161 -0.0146723 0.0315277 -0.00563934 0.0666764 0.0312878 0.029422 -0.0378141 -6.83145e-05 -0.00457916 -0.0574361 0.000148729 -0.0176988 -0.0577009 0.000274841 -0.0159362 0.00331467 0.0409381 0.0627838 0.00687448 -0.0314644 0.000395181 0.0160812 0.0503795 -0.035442 -0.0225886 -0.0561569 0.0801206
internal_weight=52.0193 52.0148 0.255862 0.166888 0.103704 0.0674329 0.088974 0.0407954 0.0452715 0.0122246 51.759 2.3761 0.143447 49.3829 0.346495 0.237297 49.0364 0.36133 0.284724 0.136769 0.118445 0.0452969 0.147955 48.675 0.471628 0.249942 0.0643249 0.221686 0.122636 0.185617
internal_count=4633 4466 205 146 110 105 59 55 86 46 4261 252 93 4009 113 80 3896 382 224 174 98 85 50 3514 617 291 215 326 166 76
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=6 16 10 3 20 22 22 22 22 9 23 10 22 5 4 23 2 6 8 20 21 18 18 23 3 20 21 21 2 22
split_gain=0.00431421 0.0732641 0.122121 0.141881 0.117133 0.102848 0.103614 0.102096 0.069791 0.0566284 0.0554108 0.0663104 0.0440765 0.0318314 0.0393312 0.0355062 0.025812 0.0504949 0.0216683 0.0200824 0.0251509 0.0939895 0.0224227 0.0603621 0.0218565 0.136347 0.0210729 0.0210952 0.115694 0.0207755
threshold=14.815346158200002 19.224955043700003 66.859265246100009 89.404675128050016 38.171717059500004 -0.079369999999999996 -0.091149999999999995 -0.016679999999999997 0.26597500000000007 204.51365672970005 0.090665000000000009 69.999384342500022 -0.23557500000000001 19.768819263000005 143.58239362595003 0.084565000000000015 199.01127796720002 13.665319288000001 8.0437227585500022 40.806664626150003 4.7516206878500009 15.181887866850001 14.365787915650001 0.091885000000000022 83.511574906150017 36.558960102350007 13.811848270300002 6.9285860282000007 166.72194812590001 -0.16533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 5 3 9 -4 6 10 -7 -9 -3 11 12 -2 14 -1 -15 19 18 -18 24 21 22 23 -21 -16 -26 27 -22 29 -29
right_child=1 2 4 -5 -6 7 -8 8 -10 -11 -12 -13 -14 15 16 -17 17 -19 -20 20 26 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.06732651322285195 -0.10116747338398491 0.027611746951668167 0.0026082528996380569 -6.7339787412458926e-05 -0.091830131965663753 0.086192558645320549 -0.10160220381903731 -0.091171561611836371 0.086692803688396353 0.099742596586537627 0.078797119001909069 -0.10200176466702666 0.073697050828492192 -0.00450505066990227 -0.0031422680580766196 -0.084090053892807215 0.0063347697008142223 0.068657514222962776 -0.086617182990969488 -0.1006586550069387 0.0012331979448976162 0.0035332354925560667 0.099898453260201373 0.1012635953603879 0.0033102188081792286 -0.089631107155517489 0.016635150056762995 -0.012651608637209764 -0.0024709925957842921 -0.10085361496328955
leaf_weight=0.08456324349391664 0.018217593394318499 0.27459904993884876 0.24630063463700835 29.997129809424678 0.2813712615534314 0.35981468401087113 0.092090019735678652 0.063410944904663036 0.03383055453224415 0.18030832131626084 0.10273884817070211 0.056304967190826005 0.069051551164307057 0.13252748056430519 9.635184519346943 0.097154309651791948 0.18882539080621796 0.15506604906113353 0.028919853707705556 0.023162166384279703 5.215757507683648 1.1746576299424161 0.13855324873179597 0.041029254905879498 0.63070181971747352 0.21053390805172967 0.67008187876206182 0.032252807647424109 1.5344403826175179 0.155254933112289
leaf_count=9 61 23 29 1210 66 55 20 160 20 36 35 15 200 217 602 131 757 47 63 74 111 234 17 2 33 85 94 41 62 124
internal_value=-9.65431e-06 0.000716195 -5.32402e-05 0.000773235 -0.0477493 0.0306824 -0.0111062 0.0616225 -0.0292921 0.0562017 0.0227279 -0.0173941 0.0371938 -0.00115434 -0.000727534 -0.0381691 -0.00101768 0.0250466 -0.00601065 -0.00151697 0.00195168 0.0143857 0.0772625 0.0284041 -0.00449189 -0.01995 -0.00029952 -0.00193516 -0.0115321 -0.0856822
internal_weight=51.9238 31.7752 30.9797 30.452 0.527672 0.795459 0.338403 0.457056 0.0972415 0.454907 0.246313 0.143574 0.0872691 20.1487 19.919 0.229682 19.8344 0.372811 0.217745 19.4616 8.98519 1.3774 0.202745 0.0641914 10.4764 0.841236 7.60779 6.93771 1.72195 0.187508
internal_count=4633 1930 1364 1269 95 566 331 235 180 59 311 276 261 2703 2355 348 2346 867 820 1479 759 327 93 76 720 118 432 338 227 165
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=20 2 5 18 10 21 22 13 6 5 19 22 9 23 5 3 5 21 0 0 14 13 17 2 23 22 23 20 21 6
split_gain=0.00476667 0.022895 0.0962566 0.04535 0.0145323 0.0304188 0.0251939 0.0306368 0.0222261 0.0279849 0.0124927 0.0164079 0.0261869 0.0209658 0.0163509 0.0160648 0.013424 0.0519526 0.0460062 0.0334152 0.0254379 0.0290971 0.0335449 0.0124079 0.010861 0.0102772 0.0637521 0.0431033 0.0122004 0.0618691
threshold=38.474425342400004 60.643165405350004 16.546942136250003 13.934548574650002 61.821094709650005 5.3953666299500016 0.11061500000000003 116.51508691550002 16.715390552450003 31.794087907800002 14.351157895250003 -0.122095 192.39832633775004 0.095830000000000012 15.188638235750002 95.346167596350014 18.057701168700003 2.0976681454000006 92.464140480550014 93.843319501450011 212.59255576180001 112.36141910395001 201.61829342215003 312.25197865035005 -0.225495 0.17437500000000003 0.096480000000000024 42.498713093000006 1.8364927951500001 14.595341017800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 5 8 7 24 -3 -10 11 12 13 23 -14 -12 19 20 -19 -13 -18 22 -22 -1 -7 28 27 -27 29 -6
right_child=1 4 3 -5 25 6 -8 -9 9 -11 15 16 14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10044831704396512 0.070178310250345363 0.073381815936253036 -0.019578343989519607 -0.10580523239702407 -0.042277465856810054 0.043899253412155913 0.061754049792409164 -0.10148643053957143 -0.076648376913977023 0.090045328057150736 0.019900171745703531 0.046196387973717806 0.029322310814970217 0.096128002019123263 -0.10067146638828842 0.00051553216867348682 -0.0088150070415278763 0.013588496261373529 -0.10119300986433395 0.0014132640596149167 -0.053557858870896674 0.086957212467903652 0.057066871880050642 0.080309178664145428 -0.065487636664605761 -0.085622566224062502 0.0029035659490237592 0.038598296072171939 -5.9549753606733503e-05 0.027928578019780232
leaf_weight=0.013650513543255527 0.077888921855815307 0.042277456946265057 0.13956851463808562 0.10834291731589474 0.1598471187817968 0.025257813433597676 0.016759645373213061 0.088002616552557811 0.033273447610696394 0.014442914558458142 0.82434168830513932 0.17423402471466642 0.011773529932568749 0.020326583354588479 0.05431182396728218 0.88812393409898505 0.64514261466001688 0.052649731443580094 0.1036964422546589 3.8105032277018127 0.053916105710314355 0.065401383755670395 0.055758115449862089 0.005261260160280389 0.014168859443458359 0.15185589634877672 0.71840748461363546 0.034229669871749024 42.77802583207361 0.58457063458808989
leaf_count=268 32 27 36 13 185 63 13 103 88 21 55 16 52 28 48 22 49 20 43 328 23 14 23 20 61 117 65 49 2526 225
internal_value=-9.08821e-06 -0.00038159 -0.0267945 -0.0572614 -0.000188909 -0.0250344 -0.0535074 -0.0686668 0.0205854 -0.0261931 0.00246288 -3.28252e-05 -0.0390901 0.0256206 -0.0775122 0.00984685 0.000796323 -0.00971101 -0.0625402 0.00337142 0.000359045 0.0341649 0.00268349 -0.0501615 0.00458862 -5.79438e-05 -0.0106083 -0.0627727 0.000161316 0.0128534
internal_weight=51.766 44.9869 0.3258 0.247911 44.6611 0.234183 0.144189 0.127429 0.0899938 0.0477164 6.77909 5.06663 0.105324 0.0392384 0.0660854 1.71247 4.9613 0.976564 0.156346 3.98474 0.820218 0.175076 0.109674 0.0189118 0.0394267 44.4269 0.904493 0.186086 43.5224 0.744418
internal_count=4633 3624 81 49 3543 376 240 227 136 109 1009 932 416 316 100 77 516 172 63 344 109 60 46 288 124 3167 231 166 2936 410
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=8 22 8 9 19 9 21 4 9 16 6 20 2 9 9 21 4 16 18 23 4 21 2 0 3 5 7 9 16 18
split_gain=0.00429898 0.0211372 0.0150962 0.0173946 0.00617625 0.0160512 0.105946 0.0614923 0.0369632 0.0174147 0.0180891 0.111495 0.0551616 0.0646783 0.0205191 0.0120054 0.00853102 0.0266028 0.0449701 0.0216182 0.0281999 0.0190331 0.0189523 0.0131071 0.0237082 0.0118367 0.0148467 0.00918435 0.00838806 0.0299299
threshold=8.8430989333000021 -0.088039999999999993 8.9430209551500024 229.11263139465004 14.451165964200003 188.55070358395002 9.7501362057500014 180.98021180325003 184.36538191430003 22.544947280100004 16.475384944750001 42.081757894750005 222.85070906495002 204.89606367675003 193.70978346765003 5.5614473604500008 371.16724128940001 22.674946976100003 14.349689277800001 -0.11595499999999999 376.61861354110005 7.515317457250001 279.14774722020007 97.722764583650005 73.913779380400015 21.757682542950004 24.717948180000004 235.66332262790004 22.574947209950004 13.552878921100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 16 6 8 -7 -6 -9 11 12 -11 -14 -12 -16 28 18 19 20 -18 25 -23 -24 -25 26 -20 -28 29 -1
right_child=1 2 3 -5 5 7 -8 9 -10 10 14 -13 13 -15 15 -17 17 -19 21 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0091026010212645492 -0.00023950928110233333 0.016120243063000153 -0.085174953712158274 0.019866710543879396 0.0052789751352117992 -0.05435598619158654 -0.0012403851757273768 -0.012035871509428499 0.091333530211851449 0.093741331587839302 0.016178195566211442 -0.00038030858709628607 -0.07550091760907568 0.089833069315940414 0.0022566751106492221 -0.011048846961609857 0.094144851422156728 0.072355338975497382 0.062753888107421357 -0.1008898765777307 -0.08710985606055302 -0.10033158668957619 0.080915010280056321 0.050585986951792922 -0.10015527648434722 0.039391839271912643 -0.091357985633796226 0.052315266024283727 -0.0019535598821282872 -0.00048991849298572678
leaf_weight=3.8026511148910016 0.68481669007451274 0.031183459410384695 0.077572502502675889 0.019785928953496068 0.066880403512185604 0.19704581971745927 1.0745254575449505 0.72354602878294816 0.19675575966903125 0.22182062442880113 0.68245448921925378 1.1795945439251907 0.050056879028488765 0.044870695113786496 1.668122289440362 1.1426368416769035 0.01536398648750037 0.030821342239505611 0.0090193074145545893 0.083682515984547567 0.019449882452022393 0.0099515183435414656 0.049903945692904017 0.038128996274879867 0.01436422724896147 0.017154826025489456 0.044068993785087662 0.0049490202121233997 16.986719713318053 22.489159118410328
leaf_count=782 91 11 87 15 25 25 26 45 65 24 23 65 23 25 47 32 6 21 16 105 41 40 69 128 92 24 281 17 305 2077
internal_value=-1.10577e-05 -0.00722374 -0.0444327 -0.0638276 0.00010428 0.00280737 0.012697 0.00056818 0.0695028 0.00246252 0.00456497 0.0137647 0.0664417 0.00264972 0.000624202 -0.00315232 -0.000344938 -0.0161973 -0.0251155 -0.0733403 -0.00711889 0.00535498 0.0314171 0.0442211 0.0093372 -0.0335858 -0.0551567 -0.0768523 -0.000221551 0.000897472
internal_weight=51.6771 0.813359 0.128542 0.0973584 50.8637 7.24831 1.33816 5.91015 0.263636 5.7131 4.98956 1.49634 0.316748 0.0949276 3.49321 2.81076 43.6154 0.336859 0.306037 0.118496 0.0348139 0.187541 0.112349 0.102397 0.0524932 0.0751921 0.0580373 0.049018 43.2785 26.2918
internal_count=4633 204 113 102 4429 425 116 309 90 284 239 137 72 48 102 79 4004 840 819 152 47 667 329 289 220 338 314 298 3164 2859
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=0 20 0 22 22 7 6 21 21 7 7 23 22 19 10 3 22 6 9 21 13 21 4 23 12 15 9 15 22 21
split_gain=0.0042779 0.0387793 0.0689154 0.0214124 0.0194298 0.061645 0.0812699 0.0656113 0.0185079 0.0394208 0.0406787 0.0336695 0.0347011 0.017977 0.016745 0.0136239 0.0500749 0.0209056 0.0119907 0.0119652 0.0828822 0.0857689 0.0635518 0.0164775 0.0116555 0.0200142 0.0114248 0.00979627 0.127443 0.0828388
threshold=86.09518316945001 42.081757894750005 85.823648898300021 -0.090369999999999992 -0.091149999999999995 22.958251375150002 16.585387514950003 4.0344380320500006 1.8364927951500001 22.721067571950005 22.532843451200005 0.083745000000000028 -0.124155 14.351157895250003 61.928633034850002 93.776108048150022 -0.036264999999999999 16.505385645700006 186.70853236170004 14.731151610350002 117.55283175385001 14.849677877150002 248.32992249220004 0.095235000000000028 217.54417277160005 16.701926737050005 186.70853236170004 40.856592954650004 -0.06828999999999999 5.0655779142000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 5 6 -1 13 -3 10 11 -10 -13 -8 -11 16 -6 -17 -19 27 21 -21 26 24 -24 -26 -23 -2 -29 -30
right_child=19 2 3 -5 15 -7 7 -9 9 14 -12 12 -14 -15 -16 17 -18 18 -20 20 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.090521231472281513 -0.00031584249357881648 0.057638592045099503 -0.0306204403548479 -0.10143929999242379 -0.021610364907601574 0.0020865440344739286 -0.063726122696029772 -0.10064976410560689 -0.0046392089179145774 0.011556463711747272 0.055274567587305291 0.056224728959116912 -0.10073610123153419 0.088683338647507992 -0.10060188604768205 0.011994174466879417 0.0073388140599206925 0.0013456791554424703 -0.01159139321100176 0.097795726319929652 0.070144961658689539 -0.037655131845808237 -0.00025532605784579104 0.04814129425836388 0.018808236543814374 -0.091805818641419526 -0.10146008740008479 -0.0031646834349166163 0.083136513840151166 0.007917435321969174
leaf_weight=0.18688754932305984 36.799484312889319 0.040604855825675967 0.067411425428872462 0.11643929953334009 1.317248664903673 2.1015380144372102 0.0095321936780123906 0.050997846499285515 0.59937756910903772 0.016747806301737 0.099241635622092872 0.01748146912905213 0.072498194464174048 0.041142752030282281 0.064874181608701065 1.219153476876272 1.0935600915472594 1.916382338109486 1.144169034987726 0.077458282221189334 0.19312550872564316 0.043621152561172494 0.51260200709333503 0.063866829007576342 0.028516733572928388 0.038363173415859819 0.078683809770154767 3.0101777639397373 0.31118517721188155 0.27651001607591752
leaf_count=136 2918 19 23 28 30 52 141 33 259 13 22 64 62 18 85 40 16 80 64 7 19 27 50 28 66 91 32 121 49 40
internal_value=-7.93648e-06 -0.00184513 -0.0196255 -0.0754726 0.000298308 0.00803756 0.0513778 -0.0205728 -0.00835276 -0.0114319 -0.00458458 -0.0132021 -0.0702414 0.0600144 -0.0775884 -0.00246644 -0.00847881 0.000920405 -0.00349077 0.000443244 0.0110536 -0.00248199 -0.0126267 -6.50688e-05 -0.00537807 -0.0446414 -0.0787035 0.000171076 0.00515133 0.047746
internal_weight=51.6089 10.1753 1.09468 0.183851 9.08061 2.3901 0.28856 0.101673 0.910826 0.870221 0.788599 0.689357 0.0899797 0.0506749 0.081622 6.69051 2.41081 4.2797 3.06055 41.4336 1.03624 0.843112 0.765654 0.643349 0.579482 0.0668799 0.122305 40.3974 3.59787 0.587695
internal_count=4633 1185 575 51 610 380 328 192 524 505 407 385 126 159 98 230 46 184 144 3448 320 301 294 235 207 157 59 3128 210 89
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=4 9 3 23 6 21 10 21 21 22 19 2 5 5 15 5 6 21 2 10 16 16 0 13 13 23 23 7 21 23
split_gain=0.00477057 0.0194846 0.0839516 0.0622 0.0615624 0.0459401 0.0422685 0.0391872 0.0288326 0.0255817 0.0206586 0.0207571 0.0204354 0.0170437 0.0169299 0.0716168 0.0347952 0.0231364 0.0409345 0.0177921 0.0176128 0.0854346 0.0186083 0.0141066 0.0206705 0.0161267 0.0476855 0.112073 0.0211368 0.0822009
threshold=240.79927845295001 192.20980299475005 92.585121096400016 -0.225495 15.825369757250002 7.2933623019000011 68.846035804500005 2.9212203061500004 2.0523604381000005 -0.011849999999999999 12.851036860900001 203.29256851545003 2.7155367820000005 24.310960779100004 25.716185026400002 16.904667913650005 11.085259005300001 5.9607024329000007 199.01127796720002 75.424692849750016 18.874955862150003 18.634956423400002 94.165934477050016 117.39690118230001 117.28936285705002 0.096480000000000024 0.10990500000000002 23.276000438150003 8.0448977205000016 0.087125000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 -2 8 -5 -9 11 12 -8 -7 15 16 -3 -18 -19 20 21 22 -16 24 -22 28 27 -27 29 -25
right_child=1 14 3 7 -6 13 10 9 -10 -11 -12 -13 -14 -15 19 -17 17 18 -20 -21 23 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0008220108249876513 -0.087055975978094835 -0.087997003596226697 -0.088304537608817082 -0.077179506840155523 0.10050201487818196 0.10027776471876081 0.08500817859227798 -0.10306708234728207 0.097993457291608507 -0.01786874478941201 0.072300228492692895 0.018671603072480187 -0.091131775048539101 0.0050022902887062459 0.0009074554566215684 -0.10447066961484425 0.0074757504653459473 -0.087669058454844143 0.017511019120224538 0.016292392671964341 0.0020229722325093157 0.0014809082015956937 -0.10070874362620293 -0.0017168109030038722 0.020494112022520782 -0.0034088161912712816 -0.0019381735836018058 0.068328241698109901 -0.00013510975308007788 -0.037621872955545949
leaf_weight=29.606661038569285 0.049265142422499242 0.048057173862931957 0.030105274098332302 0.016804558769763389 0.072346082364674658 0.04198478924513438 0.0080200187115908594 0.20233969975762989 0.021313387376721948 0.042675472228665967 0.04940609899830406 0.13754544683974712 0.036855078151752485 0.033965672004399039 0.021196639148007956 0.079517936246702448 0.66906615932475688 0.075627225769949291 0.07244825584712089 0.65228758292732791 4.6821070591092875 0.56033897384168085 0.120288982879174 2.7285033863070098 0.69589538640684612 0.58359846999519405 3.7295724979796887 0.34742437256500125 5.2730692198781526 0.83207179995952163
leaf_count=2024 78 216 40 53 9 9 74 118 3 28 70 549 260 55 12 10 88 50 34 79 208 27 123 118 19 21 58 35 77 88
internal_value=-5.85264e-06 -0.00112434 -0.0170455 -0.0490865 0.0182365 0.0162331 -0.00293662 -0.0735538 0.0207673 -0.0882277 0.0149395 -0.000595917 -0.0596523 0.0576698 -0.000565871 -0.0136506 -0.00530357 -0.000440258 -0.0362081 4.52795e-05 -0.00049614 -0.0160512 -0.0854851 8.23231e-05 0.00441308 -0.00164366 0.00311569 0.0233609 -0.00415467 -0.0101075
internal_weight=51.5204 21.9137 0.742627 0.389189 0.353438 0.106056 0.281092 0.283133 0.0381179 0.245015 0.231827 0.182421 0.0448751 0.0759505 21.1711 0.944717 0.865199 0.817142 0.148075 20.2264 19.5741 0.701825 0.141486 18.8722 5.378 13.4942 4.6606 0.931023 8.83364 3.56058
internal_count=4633 2609 1346 306 1040 104 1031 202 56 146 953 883 334 64 1263 398 388 172 84 865 786 162 135 624 227 397 114 56 283 206
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=15 2 16 10 22 9 8 21 23 6 16 20 2 13 23 21 15 16 13 6 17 16 4 12 18 18 7 20 22 20
split_gain=0.00447427 0.0198248 0.0604232 0.0376896 0.00698366 0.026094 0.0226966 0.0180501 0.0109495 0.00669063 0.00638865 0.0131942 0.00559459 0.0504465 0.0811585 0.0517039 0.0407283 0.0405402 0.0598234 0.045672 0.0618625 0.0397813 0.0296801 0.0942703 0.0480307 0.044204 0.0278512 0.135995 0.0269802 0.025514
threshold=45.793006327050001 223.32247823975004 22.564947233300003 61.923256118600001 -0.60414999999999985 216.07042296730003 8.4434108459500017 2.3083050893000006 0.094235000000000027 1.8500432259500001 22.614947116400003 43.182896969600009 189.32640726775003 117.67112391160002 0.096715000000000009 15.191342547400001 22.764291755200002 15.839962959300001 102.54048155345002 14.935348962050002 205.28496454895003 22.724946859200003 273.29151239050003 212.31925379130004 14.442085364750001 17.370891598500005 23.822419043000004 41.641174900500005 -0.053874999999999999 41.772405911750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 -1 -9 -6 -3 -12 22 15 21 17 -17 18 29 20 -19 -15 -11 24 -24 -26 -21 -28 -22 -14
right_child=1 10 3 -5 9 -7 -8 8 -10 12 11 -13 13 14 -16 16 -18 19 -20 26 28 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.076507932083233227 0.095757191424465427 0.003629032346630567 0.0200301755150546 -0.10139019425457306 -0.10011671218804108 0.071727389895900648 -0.10158741298636889 0.077373365759961732 -0.015787980004849822 0.0002180859389994024 -0.017224353935153144 0.0044857081961972517 -0.050432967218115299 -0.10053857826014789 0.09965790986674844 0.019594187370192296 -0.10034680522647468 -0.08643050719461115 0.08773668717880384 -0.00029198760190158267 -0.035499429456004622 0.058377750064619073 0.0083680762138663729 -0.09319466560184804 -0.09413401366534753 0.065721069494536238 0.088884876913103691 -0.001279462339496384 0.058092343278064652 0.030233483423194814
leaf_weight=0.026541541042724215 0.027459782263576371 1.089004083150485 0.035358062066734419 0.092297304562862337 0.0066393414182986934 0.024674251353644649 0.040912726177339209 0.022484144245311199 0.028745372819457771 41.221541285003873 0.60121451462532582 0.5238543489267613 0.065459244638808367 0.039461467460853217 0.12787753093289211 0.041997141658498438 0.086878212272466726 0.13654607338867197 0.13570333514121558 4.9741776301774223 0.061595770901476499 0.026217917504254729 0.56453077868378554 0.14166394772473723 0.090115289075955118 0.021407965191891476 0.21292847301810969 0.78035839676158503 0.061609774016687879 0.09777779756768723
leaf_count=38 5 64 16 77 186 17 13 29 23 2433 90 6 249 28 10 110 84 158 61 143 91 25 27 11 111 54 61 60 46 307
internal_value=-7.68762e-06 -0.00425208 -0.0388121 -0.0677591 0.000197374 -0.0218418 -0.0412947 -0.00957677 0.0250996 0.000261992 -0.00183085 -0.00711572 0.000275625 0.00292602 0.0532513 0.00146234 -0.0612611 0.00270098 0.0386733 0.000974108 -0.0400741 -0.0371023 -0.000156149 -0.0190215 -0.0034789 -0.0634483 0.00276085 0.0180488 0.0113018 -0.00211435
internal_weight=51.407 2.36919 0.155115 0.127655 49.0378 0.143358 0.118684 0.0777711 0.0512295 48.8945 2.21407 1.12507 48.8878 6.84859 0.193557 6.65503 0.128875 6.52616 0.29894 6.22722 0.259752 0.0656794 42.0393 0.817718 0.676054 0.111523 5.96746 0.993287 0.123206 0.163237
internal_count=4633 258 98 93 4375 120 103 90 52 4255 160 96 4069 1433 63 1370 194 1176 617 559 295 53 2636 203 192 165 264 121 137 556
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=14 23 23 23 7 5 3 6 5 16 17 23 21 4 9 16 23 0 20 18 18 5 17 7 23 22 12 8 17 22
split_gain=0.00426687 0.0302419 0.0296223 0.0280596 0.0310434 0.0339203 0.0821287 0.0494139 0.0462764 0.0316783 0.0283736 0.0259355 0.0224605 0.0212 0.0491604 0.107382 0.0177072 0.0204307 0.0171414 0.0231259 0.0138709 0.0128912 0.0126526 0.0133911 0.0126606 0.0123734 0.0119732 0.00992164 0.00877594 0.0151699
threshold=305.77019055010004 0.25799500000000009 -0.25587999999999994 -0.21029499999999998 23.209106085000005 21.191508333600002 82.705037467000025 16.265380038000004 22.958759589950002 22.644947046300004 199.24932835515003 0.18642000000000006 7.3938557349000016 299.08045921745003 199.17419511990002 22.574947209950004 0.079745000000000024 93.308316333500017 42.527280425250005 14.365787915650001 14.804191144800003 23.195398057700004 200.68261045605001 24.103872582350004 0.12140000000000002 -0.15962499999999999 328.37985594320008 7.8438787148500007 212.38791228795003 -0.078504999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 25 12 10 6 11 8 18 -10 20 22 27 -1 15 -15 17 -8 19 -7 -5 -9 23 -6 -25 -2 28 -4 -24 -30
right_child=1 -3 3 4 5 7 16 21 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=9.7347890056879722e-05 -0.008906601197824552 -0.071227108562505081 0.017305971947869033 -0.09419638010961795 0.061587683292651033 0.083647237650932391 0.06526149314578468 -0.015353853978283087 -0.067355265567574721 0.05097501383702982 0.07142751796349632 0.099637385670270404 0.075906464516439343 0.077091607062910947 0.066680664363900896 -0.10270419973201535 -0.10024075674044441 -0.10034052442072661 0.098486407362988984 -0.051242822356030275 0.033558580494115441 0.0014597296739221636 0.074974314876733603 -0.07798325408675956 0.070318355035471236 -0.10184617523724591 -0.073609811658549268 -0.10028408070517494 -0.10014662637406382 0.059421034152129994
leaf_weight=46.877950501642076 0.021856201999298719 0.064124390845053614 0.020825792506701801 0.075111590766115621 0.011554709848497269 0.031523551733699029 0.015447829136974178 0.54985027402290176 0.049071220700824369 0.04197750665480271 0.014549144798763791 0.031101908486805607 0.081535158350789061 0.06364832213991789 0.15047990793800636 0.069479238358781004 0.12653750771460182 0.014389393201838629 0.11081776142236777 0.02129607031474734 0.0095828851756962763 2.6719401634818496 0.036125906584416612 0.042722443603614657 0.0066529940245381161 0.041570202181363203 0.010202486806668798 0.010947031143587083 0.0096801776710229159 0.015494110836612451
leaf_count=3058 40 20 51 162 16 13 10 24 38 8 20 26 53 45 34 10 109 53 18 37 21 110 85 260 5 36 135 9 78 49
internal_value=-7.84273e-06 -0.00308736 -0.00201442 -0.000941647 -0.00236846 -0.000925144 -0.0320854 0.00194226 0.0443457 -0.0127998 -0.0575799 0.017461 0.0481135 0.000262258 0.0275206 -0.0167438 -0.0839004 -0.0146023 0.0761417 0.0292616 -0.0797414 -0.00140978 -0.00183813 -0.0353221 -0.0580007 -0.06982 0.0266948 -0.0232086 0.043389 -0.00193694
internal_weight=51.298 4.13649 4.07236 4.00894 3.89563 3.79639 0.319909 3.47648 0.254686 0.0910487 0.0992436 0.163535 0.113308 47.1616 0.283607 0.133128 0.156375 0.0298372 0.163637 0.0528196 0.0846945 3.22179 0.132433 0.0609301 0.0493754 0.0634264 0.0715027 0.0317728 0.0613002 0.0251743
internal_count=4633 1486 1466 1390 1277 1074 826 248 114 46 203 654 113 3147 89 55 172 63 68 50 183 134 628 281 265 76 347 60 212 127
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=20 23 23 23 13 9 7 18 20 20 20 22 21 20 22 9 19 7 12 9 20 20 20 23 9 12 2 15 20 20
split_gain=0.00392187 0.0231983 0.0392497 0.0343809 0.022304 0.0189738 0.0185548 0.0296885 0.0161392 0.0156363 0.0356298 0.0199504 0.0134172 0.0123467 0.0787531 0.0457549 0.030584 0.0135499 0.0113352 0.0147855 0.00953503 0.00917228 0.0519658 0.062566 0.0716007 0.00859053 0.0118035 0.00851711 0.00832337 0.00967442
threshold=43.930205408700004 0.096915000000000015 0.085715000000000027 0.083395000000000011 117.66037007905001 201.11092673680002 22.375171215700004 14.215125380400002 48.553014326500012 44.202975721700007 45.044778924400006 -0.237895 5.3953666299500016 43.426369480700011 -0.081844999999999987 198.44478460200003 14.451165964200003 24.799466712900003 161.47699165635004 27.033907557900005 43.847983878700006 42.91168285345001 43.157831852650006 0.085910000000000028 197.89372115420002 185.45355711640005 189.32640726775003 41.54912092575001 42.844429421150004 42.620627117000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 5 9 -4 -8 -9 12 -11 -12 -2 21 15 16 -15 -17 -13 -20 -16 28 23 24 -23 -21 -27 -25 29 -1
right_child=1 -3 6 -5 -6 -7 7 8 -10 10 11 18 -14 14 20 17 -18 -19 19 25 -22 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.00027775450758674045 0.081657629443430524 -0.10132228325206172 -0.018668816468353281 -0.10126763337895912 0.096313383159711288 -0.084700875760011479 0.099783405622812557 -0.10028415696926418 0.07007548267880849 -0.09518398453831789 -0.100131193844543 -0.0075300082500006351 -0.053179999473654406 -0.070824018999946753 -0.011581955300292964 0.094253703861192056 0.050318136876010333 0.044378079567115918 -0.0762189535641071 0.096242934893518428 0.0045995566217744447 0.083292992440884714 -0.0015286076004757702 -0.10159311990822593 -0.074277082112120918 -0.10021420910618105 0.035043476714789079 -0.05058938622833823 0.011214755750487297 -0.008299498945405482
leaf_weight=42.859735035128772 0.033559812694561542 0.025000831933127188 0.031919754798764188 0.040712914756468876 0.020337360881455879 0.032388972289936646 0.074577283026883379 0.013525386138383055 0.0094437621473844047 0.046008010114292119 0.020987906799177836 0.51978018142415294 0.0094599530605137261 0.041660856217419107 0.55899915030953073 0.14895398533190018 0.041700260634115693 0.085872263138753624 0.012661764377327245 0.020527397913156165 1.0447290040146411 0.061422645291713152 3.1325282574415496 0.11511614984910779 0.054361313681511092 0.0069925425400469967 0.083444525479478671 0.045753774526019697 0.6736227100124087 1.3566314612245935
leaf_count=2873 76 35 34 104 13 72 10 96 13 59 94 88 16 37 50 38 10 20 121 24 17 41 98 57 48 18 239 19 34 179
internal_value=-7.89028e-06 -0.00620475 -0.00376907 -0.0116086 -0.0070806 -0.00975651 0.047511 0.0691667 -0.0302408 -0.00653472 -0.0100798 -0.00418653 0.0520071 0.000115665 0.00797589 0.0534214 -0.0102243 0.076015 -0.00105682 0.0261594 -0.00104071 -0.000197108 -0.00519767 -0.0467421 0.00931283 0.0378414 0.0245854 -0.0870869 0.000182661 1.45901e-05
internal_weight=51.2224 1.00133 0.976328 0.846861 0.806148 0.785811 0.129466 0.0975464 0.0229691 0.753422 0.710402 0.664394 0.0430198 50.2211 1.92192 0.318187 0.0833611 0.234826 0.643406 0.123626 1.60373 48.2992 3.40918 0.276654 0.115784 0.110964 0.0904371 0.16087 44.89 44.2164
internal_count=4633 1112 1077 924 820 807 153 119 109 735 643 584 92 3521 172 105 47 58 490 402 67 3349 263 165 89 281 257 76 3086 3052
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=8 22 7 7 0 14 6 16 20 5 22 22 10 20 6 13 16 13 0 17 15 7 18 22 5 17 9 8 20 0
split_gain=0.00395076 0.0181508 0.0165662 0.0244648 0.0110954 0.00783742 0.00596439 0.0939338 0.113236 0.0872208 0.0605075 0.0582034 0.0545077 0.16513 0.0483795 0.112237 0.0369705 0.0343491 0.0881972 0.0222594 0.0140974 0.0126449 0.0235078 0.0978739 0.0165846 0.0186449 0.0391074 0.0940914 0.0491946 0.0165709
threshold=8.8430989333000021 -0.088039999999999993 22.650953015950005 22.435297587800004 88.729872137350014 144.12207640715005 14.745344522600002 19.224955043700003 41.404176814550006 20.315138807500002 -0.079369999999999996 -0.14314999999999997 66.859265246100009 38.171717059500004 14.545339849550002 109.96062599345002 18.714956236300004 114.07396693305002 90.321439350550008 162.04221493815001 22.853312863800003 24.581118242250003 13.900697602550002 -0.082484999999999989 20.315138807500002 188.06121519230001 188.90361612170003 8.1436447804000007 41.909642283050012 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 14 8 9 10 -8 20 17 -14 19 -16 -11 18 -9 -7 -10 22 24 -24 29 -26 27 -27 -29 -19
right_child=1 2 4 -5 -6 6 7 12 11 16 -12 -13 13 -15 15 -17 -18 21 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.024245685221965449 -0.00058039566721459102 -0.063851624036493637 -0.10052130646153153 0.085709467637165845 -0.023797488849718218 -0.090560072971147265 0.021577089984817582 -0.025233925117117664 -0.0476033153904553 -0.094450537385390762 0.090790699356260537 -0.10141716728826394 0.00037334568323595389 -0.090340045661540205 -0.092942474612303427 0.074661961409674807 0.10015266522680751 0.022636198181458414 0.054935529852543907 -0.00056354757908317168 0.088399453212764628 0.014004844747589819 0.0014674748405851541 -0.085480710708945529 -0.0041251409340190533 0.00028828543446373695 0.00067915852914898463 0.097731879290404 0.011161809064060916 0.0024604626263715294
leaf_weight=0.1318438296975718 0.67868922998741255 0.02314888677375293 0.047212566835696634 0.020732717133796541 0.031374612740762586 0.027522871016062989 0.19543873856127902 0.21922161139082774 0.010662478427633459 0.051397084633791223 0.35707297443878161 0.080373309121171133 0.81957504116871749 0.26573554939750466 0.15330640237317439 0.054037378984503448 0.012051406170940027 0.65732847596519661 0.36688590282574296 18.931361413692404 0.026723787546416133 0.67643825611594266 0.60864505877543706 0.16444072080503147 7.6252386608202327 0.64536835918261459 16.91034587033505 0.194779726487468 0.099008656102796522 1.0693336292169986
leaf_count=36 91 49 38 8 18 194 31 37 44 250 34 151 40 69 226 6 9 33 37 2211 21 60 33 68 299 33 426 31 32 18
internal_value=-7.18075e-06 -0.0069743 -0.0424076 0.00681142 -0.0698906 0.000103669 0.000167591 0.0010237 0.036379 0.0535561 0.0663079 -0.0534686 0.000168199 -0.0218376 -0.00121961 -0.0492619 -0.0574876 0.000985078 0.0249498 -0.000694197 0.0496118 0.000494836 0.000168157 -0.017027 0.000656858 1.40129e-05 0.00178224 0.0216443 0.0685572 0.0101412
internal_weight=51.1553 0.801158 0.122469 0.0438816 0.0785872 50.3541 50.2223 31.0561 0.73372 0.61596 0.552512 0.11776 30.3223 1.08531 19.1662 0.207344 0.0634485 29.237 0.586108 18.9589 0.0373863 28.6509 27.9745 0.773086 27.2014 25.4747 17.8495 0.939157 0.293788 1.72666
internal_count=4633 204 113 57 56 4429 4393 1756 540 324 65 216 1216 109 2637 232 259 1107 74 2405 65 1033 973 101 872 821 522 96 63 51
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=21 21 7 2 18 16 5 10 15 16 4 20 22 21 22 18 5 6 22 19 5 9 18 22 22 0 7 20 20 6
split_gain=0.0037158 0.0269082 0.164866 0.034322 0.021329 0.0841537 0.0378648 0.0316866 0.0210334 0.0810401 0.0291705 0.020231 0.0635382 0.065353 0.0198584 0.0187908 0.0160332 0.030607 0.0608321 0.0328677 0.0253145 0.0259132 0.0156183 0.0149261 0.0879111 0.176887 0.0465453 0.192667 0.0379119 0.132689
threshold=4.5589219677500008 5.0192588681500014 23.666491602800004 156.97960885415003 12.880535946600002 22.604947139800004 22.053438739150003 61.923256118600001 44.483611103700007 22.694946929300002 376.61861354110005 43.067541470150012 -0.084729999999999986 3.4465547941500003 -0.091639999999999985 15.561419761650003 21.990725385850002 16.385382841850003 -0.08158 14.251149826300002 21.043187000650004 203.80256579455002 14.1090729785 -0.051199999999999996 -0.063379999999999992 94.300357383600002 23.109894804950002 40.636252116050009 40.21994457600001 15.785368822600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 -3 -7 11 10 -10 16 13 15 -4 -13 20 18 19 -18 -1 -22 -20 24 28 -26 27 -25 29 -6
right_child=1 4 14 -5 23 7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 22 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00027907890306259084 0.10108899451153666 0.098214099263472715 0.016714910547940491 0.037730385204147787 -0.065069037249079642 -0.025768602207585874 -0.016971956419602665 -0.10329273180367265 -0.09255540750053709 0.071942663415434413 0.012581689839636596 0.07108568062884639 -0.098176780868241942 -0.10129432204379084 -0.0036110670279480279 -0.053349989095682906 0.034180984394748974 0.0032375850703786849 0.099752400362351334 -0.098431496810630625 -0.026667942425217195 -0.002737890966519569 0.029406002917194446 0.0099377703869699529 0.087558539096340843 -0.0028960140092763377 -0.00097306643688689013 -0.087979449759306383 0.00098537694096256963 0.047237332858050221
leaf_weight=13.001291250038692 0.20126749711744496 0.059898706720505568 0.62865293822743273 0.1486430631193798 0.31624808206171451 0.10931163779650888 0.054510424624766074 0.10184500319883227 0.12099823632570306 0.054739983635954559 0.03375047984172852 0.086099125473992899 0.085868997307442352 0.037440441250737422 2.0418327952297659 0.014126526030509012 0.037354233169544671 3.2830927560816008 0.10377391664144342 0.037404278176836669 0.77823984515904143 1.0811801685131284 0.045354892281466164 0.56356046544488236 0.3523462965968055 0.55945458012774907 10.397767424076489 0.3123122715838349 16.219921231059992 0.15764493647657218
leaf_count=1184 32 18 51 17 178 36 299 8 95 22 26 45 124 97 37 93 36 356 31 6 40 53 35 32 42 17 403 120 1066 34
internal_value=-6.41118e-06 0.000645397 0.00963085 0.0741741 -0.000283888 -0.0257365 0.0433335 -0.06316 -0.00112364 -0.0326331 -0.0696252 -0.000768585 -0.0306712 0.0114354 0.00117382 0.0535468 -0.00040467 0.00567718 0.0414514 -0.0321696 -0.00183993 -0.0127536 0.0783578 3.04708e-06 0.00182227 0.0320582 -0.00283797 -0.0249768 0.000170812 -0.0277093
internal_weight=51.0259 32.2252 3.0204 0.349911 29.2048 0.325566 0.114409 0.211157 18.8007 0.209489 0.154749 18.5912 0.223535 0.137666 2.67049 0.100226 18.3677 3.50698 0.223887 0.0747585 14.8607 1.85942 0.149129 28.8793 17.6056 0.911801 11.2736 0.875873 16.6938 0.473893
internal_count=4633 2390 137 49 2253 361 317 44 2243 143 121 2100 359 235 88 138 1741 464 108 42 1277 93 66 1892 1337 59 555 152 1278 212
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=9 9 15 21 7 22 5 15 14 18 23 6 12 4 16 16 21 17 0 2 16 9 22 22 4 21 12 21 20 17
split_gain=0.00401174 0.0212397 0.110415 0.0329949 0.0164848 0.0401563 0.0826496 0.0146459 0.0529357 0.0424902 0.0238192 0.022325 0.0159786 0.0167509 0.0123375 0.0332748 0.131172 0.128268 0.0602081 0.027754 0.0148805 0.0260447 0.0118241 0.065938 0.153249 0.0256057 0.0450625 0.173614 0.0246033 0.0235657
threshold=203.09362050815002 201.65416293750005 36.136500007950012 4.8814716696000007 24.314922763450003 0.067985000000000018 16.222050829800004 20.538897842700003 234.81814181430005 17.370891598500005 0.09117500000000002 11.215262042800001 79.204428604100016 157.77812180380002 18.634956423400002 15.774963111300002 5.7328850847000004 191.86029796145002 101.11291028615001 83.274686722450014 18.734956189500004 204.68881850780005 -0.053874999999999999 -0.064729999999999996 201.80971861865004 3.1113400544000003 160.67073594290002 6.0799633573000014 39.262923716450011 192.44445991605002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 4 -4 -3 6 -6 8 10 -10 -2 -12 -9 -14 15 -15 17 -17 -19 -16 -21 -22 23 -1 -25 29 27 -27 -29 -24
right_child=7 2 3 -5 5 -7 -8 12 9 -11 11 -13 13 14 19 16 -18 18 -20 20 21 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.00010880676454412698 0.096177008111873991 0.013246999053497722 -0.030902653101112561 -0.096402861767618156 0.041962461879931905 0.0043116116840990473 -0.10196881862655208 0.051348937144527942 -0.08531246995015275 0.055777818019000169 0.096502181509593277 -0.10021390673748952 -0.084997925513650263 -0.0006486234684103117 0.04224754264854997 0.075282175148288388 -0.099484438261809541 -0.10077035571720511 0.04637664372065739 0.016841516968170694 -0.017816994295145737 0.0023907972000015158 0.00038318446423846284 -0.0019006942439898393 0.07766461013219389 -0.0073477728984374649 3.6033998667519131e-06 -0.023565524906366812 -0.10035116786288965 0.019495645950171097
leaf_weight=18.922428711330362 0.090939496358422356 0.59254083219002385 0.14522642899828486 0.1634779025523585 0.061768249553210808 0.53003290234946121 0.11266882975542103 0.062691147799340707 0.054183866101652711 0.035218798347010249 0.010037434969568437 0.013566849515342483 0.022742227972229467 3.78241986669991 0.17384058184688811 0.15090368189112258 0.16788690344191082 0.097066361566248816 0.038971038073214004 0.63597171736910141 0.6815448674660719 9.9358564620442831 2.8128715585879096 0.69967876729788503 0.37013484523882667 3.1427455891096643 6.2397404439617574 0.050228235731537896 0.24659281788989063 0.8371227650498424
leaf_count=2112 94 21 16 28 31 10 43 14 39 157 14 40 20 122 32 89 146 93 57 30 55 361 186 19 52 110 383 31 106 122
internal_value=-5.00688e-06 -0.000605127 -0.0118388 -0.065589 0.000954444 -0.00938502 -0.0510027 0.00130882 0.0279348 -0.0297321 0.0729445 -0.0165628 0.000964037 0.000762682 0.000887193 -0.00372157 -0.0292767 0.0118013 -0.0586167 0.00259614 0.00198361 0.00109363 -6.37948e-05 0.00147434 0.0256274 -0.0023708 -0.00506227 -0.0142523 -0.0873575 0.00476661
internal_weight=50.8811 34.9273 1.60572 0.308704 1.29701 0.70447 0.174437 15.9538 0.203946 0.0894027 0.114544 0.0236043 15.7499 15.6872 15.6645 4.23725 0.454828 0.286941 0.136037 11.4272 11.2534 10.6174 33.3215 19.9922 1.06981 13.3293 9.67931 3.43957 0.296821 3.64999
internal_count=4633 3270 149 44 105 84 74 1363 344 196 148 54 1019 1005 985 507 385 239 150 478 446 416 3121 2183 71 938 630 247 137 308
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=7 23 13 7 22 4 20 15 7 5 12 12 5 7 7 6 18 17 7 2 9 7 17 2 6 0 20 16 3 10
split_gain=0.00418832 0.0141036 0.011137 0.0129693 0.010117 0.00898069 0.00952704 0.0122132 0.00631894 0.0411243 0.0302403 0.0175142 0.00514389 0.00497339 0.0451849 0.12567 0.0275589 0.0345024 0.0186271 0.0148467 0.0171774 0.019248 0.0119257 0.0105548 0.0341616 0.00859536 0.0313181 0.124512 0.0669022 0.0346031
threshold=20.797746106000002 0.099855000000000027 106.01665791610002 19.729453620400005 -0.23371499999999998 376.61861354110005 48.823707093150006 24.673905035600004 22.093462376800005 21.950234501100002 211.51213392550002 74.22129117770001 20.608876568850004 22.721067571950005 22.626138143200006 16.385382841850003 13.087929333200002 191.06791329340004 22.773029501100002 78.110129541750013 187.55294863440002 22.375171215700004 184.58362717140002 111.53582144370002 16.545386580300001 86.538778761000017 41.675153845500006 22.594947163200004 93.794927255050013 62.186725015400008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 12 6 7 -4 9 10 11 -2 -1 14 19 -16 -17 -18 -15 22 23 -22 -10 -21 -25 26 -20 -28 -29 -30
right_child=8 -3 3 -5 -6 -7 -8 -9 13 -11 -12 -13 -14 18 15 16 17 -19 25 20 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.029435643768668279 -0.0078872807116606887 0.09882995048507015 -0.10010262846477047 -0.10031519066680153 0.069068653965662793 -0.1001831147965787 0.060404287076118203 0.017081946497036263 0.018531259139108899 0.00026247483871142161 0.049372303707880823 -0.094972016354268274 -0.10009823783208507 -0.031645104092940197 -0.061103102149020927 0.088868505128038067 0.089724772178451484 -0.027798215714458931 9.2909034115850689e-05 -0.0035924475606851818 -9.0586344380526594e-05 -0.024904230876833588 0.0022060965377950124 0.061242901947391862 0.0013803424438951512 0.00071765082207101674 -0.0023769202674931108 -0.093066189059814869 -0.031164231038199604 0.10003805524726957
leaf_weight=0.0061217352548510462 0.030118827184195451 0.01826261413600605 0.012345492896329802 0.014937710473645893 0.037886444831029986 0.0078356391421721128 0.02623489462712314 0.031810782873947119 0.60282877346617114 0.9319191095005408 0.023185471677919622 0.099021752368599891 0.0061409522008091244 0.18826085942396176 0.10157091156952436 0.2011863085499499 0.045255245320731774 0.055759742230293341 9.2367584069461355 1.1325639834005019 0.59405932742447454 0.65983266813600494 1.736355906788958 0.11727352751265119 0.50946132135567268 32.087418678342843 1.8444068928050961 0.26397539430581662 0.090817440921000525 0.025815744364081183
leaf_count=19 10 24 135 208 64 47 19 113 12 168 48 84 29 34 21 25 14 28 148 32 21 48 57 94 7 2916 72 46 86 4
internal_value=-8.11797e-06 0.0160664 0.00551978 -0.0149328 0.0435155 0.00137134 0.0126759 -0.0156813 -5.94698e-05 -0.00761131 -0.0557825 -0.0746617 -0.0354328 0.000105967 0.00286917 0.035127 0.0674703 0.0248527 -0.00025769 0.0004357 -0.00420475 -0.0131482 0.00641324 0.00216946 0.0125817 -0.000122003 -0.00247263 -0.013123 -0.0651979 -0.00212374
internal_weight=50.7394 0.161576 0.143314 0.0931645 0.0501491 0.0782268 0.0703912 0.0441563 50.5778 1.08425 0.152326 0.129141 0.0122627 49.4936 5.75615 0.403772 0.302201 0.101015 43.7375 5.35238 3.01319 1.25389 2.33918 1.7593 0.626735 43.5492 11.4618 2.22502 0.380609 0.116633
internal_count=4633 658 634 522 112 314 267 248 3975 310 142 94 48 3665 359 88 67 42 3306 271 202 69 69 133 101 3272 356 208 136 90
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=8 9 7 5 7 20 12 19 9 21 14 9 21 15 15 16 6 10 5 6 23 7 4 16 18 23 4 7 17 15
split_gain=0.00379868 0.0169124 0.0260696 0.0112569 0.00953686 0.0126784 0.0147257 0.00445093 0.0128111 0.0857081 0.0526378 0.0321517 0.0128569 0.0154473 0.0462154 0.0123182 0.0167935 0.013344 0.0183497 0.0593304 0.0211225 0.0072304 0.00715987 0.0212777 0.0386868 0.0169033 0.0220695 0.0145859 0.0154627 0.0178218
threshold=8.8430989333000021 207.89602404040002 22.598495330900004 22.665750084250003 22.907491544400003 38.751720283100006 115.07681969535001 14.451165964200003 188.55070358395002 9.7501362057500014 181.67250789200003 184.36538191430003 10.581646629650001 35.293770423450006 40.957632625650007 22.574947209950004 16.485385178400005 61.982402197500001 21.612734424500001 16.535386346650004 0.088755000000000014 23.156313609200001 371.16724128940001 22.674946976100003 14.349689277800001 -0.11595499999999999 376.61861354110005 24.227986230350002 208.71070186110003 28.298162031900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -7 22 9 11 -10 -9 15 -14 -15 16 -12 21 -19 20 -20 -17 -1 24 25 26 -24 -26 -29 -30
right_child=1 4 -4 -5 -6 6 -8 8 10 -11 12 -13 13 14 -16 17 -18 18 19 -21 -22 -23 23 -25 27 -27 -28 28 29 -31
leaf_value=-0.00017616910068626515 -0.043250321414278238 0.075920692864420602 -0.10328543115174699 0.03675407723571672 -0.0051389375245852022 -0.060310121674481937 0.059759650326541007 0.0031874542621638303 -0.052965525776329118 -0.00034440973072593023 -0.019533682503175283 0.089847106459954806 0.0030076844948033745 0.06514528621428993 -0.010402681080474586 -0.012124590201814637 0.0040990486430591234 0.00062355587875424269 0.090455189195001964 0.0028339270921470591 0.026948300173623631 0.0015701903784338352 0.092660097397261554 0.069461617317408492 0.04965238666155173 -0.10077122838271649 -0.086565087401731688 -0.055710938426076106 -0.056496619870846143 0.058902432321679521
leaf_weight=42.546361427795922 0.036692581692476689 0.035678728694620077 0.043598250703098529 0.033776184219277638 0.59652698534392812 0.022384907273192312 0.018786791284355786 0.057592696090067785 0.17904872016515572 1.0736864979990057 0.65266604224643721 0.166822715455055 0.54900980291381518 0.17649919741961639 0.14961068294462621 0.60297922889367361 0.55755556141957641 1.0646588810632236 0.13041221658659186 0.52221104702402954 0.087520170614880044 1.0690201125398742 0.012142189574660733 0.026388469857920427 0.050808678074041325 0.069752668468170076 0.015825211067863165 0.05066917046714936 0.020331584354523757 0.039156743988769449
leaf_count=3164 16 16 16 28 70 33 25 25 25 26 40 65 13 18 27 15 14 37 34 5 38 43 6 21 94 105 41 365 155 53
internal_value=-7.8256e-06 -0.00689918 -0.0425067 -0.00490364 -0.000867427 0.0322888 -0.00552186 0.000100987 0.00243133 0.0114031 0.000402792 0.0676073 0.00212075 0.0132473 0.0304859 4.32959e-05 -0.00864596 0.00306789 0.00903078 0.0211241 0.0649513 -0.00336861 -0.000282002 -0.0160771 -0.0248029 -0.0744358 -0.00875356 0.00532849 -0.0151153 0.019462
internal_weight=50.6582 0.787444 0.114067 0.0704688 0.673377 0.0768504 0.0411717 49.8707 7.03929 1.2981 5.74119 0.224415 5.56214 0.87512 0.32611 4.68702 1.21022 3.4768 1.8048 0.740143 0.217932 1.672 42.8314 0.285075 0.258686 0.0977201 0.0279674 0.160966 0.110157 0.0594883
internal_count=4633 204 60 44 144 74 58 4429 425 116 309 90 284 58 45 226 54 172 114 77 72 58 4004 840 819 152 47 667 573 208
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=16 14 22 20 5 13 23 18 23 23 23 16 15 18 21 22 7 6 23 6 21 15 12 15 15 4 22 10 21 3
split_gain=0.00403835 0.0182627 0.00750423 0.00878839 0.011098 0.00683757 0.00647129 0.00880424 0.00608516 0.00771008 0.00464813 0.00579788 0.0044452 0.0314795 0.028036 0.0343569 0.0275922 0.0452044 0.0120254 0.00725416 0.00950078 0.00690031 0.00799551 0.00908963 0.00995664 0.0118452 0.0104622 0.0472774 0.016143 0.0154664
threshold=12.604970524100002 258.81881833755006 -0.156745 46.095286511800005 1.6209823962500003 96.077428207850019 0.094780000000000017 14.693728290050002 0.078770000000000021 -0.222165 -0.20885999999999996 9.5099777615500027 20.734744936600006 15.957401718700002 6.5280300271500007 -0.083004999999999982 25.830248520250006 12.255286342800002 0.092385000000000023 12.040281319250001 20.581461612800002 21.761438576950002 74.22129117770001 22.151858238250004 22.654569872000003 143.58239362595003 -0.27494999999999997 71.322105742700003 4.9210127084000002 92.813640037450014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 9 -4 -11 -12 13 -2 16 19 -15 -18 -19 20 -16 -14 -23 -24 -25 -26 27 29 -29 -27
right_child=12 2 8 4 -6 -7 -8 -9 -10 10 11 -13 21 14 15 -17 17 18 -20 -21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.10020452433214488 -0.00057325026408239406 -0.063523306341370281 -0.10013973130813819 0.059548475654698951 -0.10012116907150059 0.094969001718580387 -0.10014418303717182 0.065575133932258764 -0.10010660956564672 0.094423275512563867 0.050340936193940526 -0.068226879317443187 -0.0065794281082265649 0.093620338170470621 -0.10005535758594122 -0.078498965404318957 0.078620487529861061 -0.0002678245442926646 -0.10064907586695443 0.083405591039707294 0.080957247508385677 0.010810314405196524 -0.012575059779853626 0.012516621839070114 -0.052127668989209466 0.029066990924805011 0.00015201952468690285 -0.10084301343799001 -0.0070734767894014838 -0.0094396431057506888
leaf_weight=0.022199133961821382 1.6297495502348542 0.0070707536009422247 0.0073845909361240905 0.0070632495512086271 0.011345255396292941 0.016342223983656368 0.0042039077757252121 0.020888945026526606 0.010504251405839549 0.0058369617830997802 0.0081842681883363966 0.0083133937872617025 1.6120608399203593 0.097343478588299948 0.0059429839477616042 0.040983370489357185 0.058918283487003009 0.023041354224687893 0.024757052983119365 0.02589321555569768 0.0056623045820742846 0.68359851530112692 0.57534193973265146 0.63409861197015871 0.04372057971340737 0.12800007305484129 44.232043119518288 0.072078887481211495 0.024634113815750425 0.56354127553822764
leaf_count=343 265 21 61 29 94 15 27 152 264 7 58 49 192 27 66 26 69 28 12 10 6 50 48 64 24 41 2445 41 40 59
internal_value=-5.43738e-06 -0.017653 -0.000548201 0.0199711 -0.0388567 0.0422969 0.0155344 0.0329273 -0.0346833 -0.0115595 0.0177282 -0.00940698 3.9777e-05 0.00476893 0.0355835 -0.0152103 0.0551189 0.0199991 -0.05226 0.0539599 -0.011738 -0.000146422 7.44267e-05 -8.41748e-05 7.30862e-05 -0.000102008 -5.14839e-05 -0.0114709 -0.0769586 -0.0023123
internal_weight=50.6107 0.129337 0.107138 0.0669143 0.0184085 0.0485058 0.0321636 0.0279597 0.0402235 0.0297192 0.0223346 0.0164977 50.4814 1.91229 0.282542 0.0784819 0.20406 0.106717 0.0477984 0.0374985 0.0116053 48.5691 46.9571 46.2735 45.6981 45.064 45.0203 0.788254 0.096713 0.691541
internal_count=4633 1120 777 338 123 215 200 173 439 175 114 107 3513 509 244 108 136 109 40 82 72 3004 2812 2762 2714 2650 2626 181 81 100
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=7 23 13 7 22 4 21 20 15 3 6 7 21 5 9 20 20 5 4 9 3 6 20 3 16 15 3 21 22 20
split_gain=0.00339967 0.0125981 0.00978207 0.0116961 0.0085656 0.00726902 0.00842731 0.00936908 0.0111839 0.00602795 0.00957927 0.00516146 0.0366112 0.0208575 0.0181255 0.0172806 0.0232111 0.00453226 0.00429055 0.019922 0.075646 0.0499143 0.0413704 0.0369804 0.0200207 0.0146424 0.0784554 0.0217531 0.01862 0.0469536
threshold=20.797746106000002 0.099855000000000027 106.01665791610002 19.729453620400005 -0.23371499999999998 376.61861354110005 16.241109211600005 48.393869453650005 25.716185026400002 103.28787291370001 16.950396043250006 22.093462376800005 0.63092463060000015 21.950234501100002 179.11733629770001 43.477771593600004 45.458122212500008 20.608876568850004 240.27283890470002 192.20980299475005 92.585121096400016 15.825369757250002 40.636252116050009 84.049266532200008 16.094962363000004 38.992510055900006 93.609423644100005 10.297743717200001 -0.10040499999999999 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 17 6 7 8 -4 -10 -11 12 -2 15 -15 -14 -17 -1 25 20 21 23 -22 24 -20 28 -27 -28 29 -13
right_child=11 -3 3 -5 -6 -7 -8 -9 9 10 -12 18 13 14 -16 16 -18 -19 19 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.027358306895177695 0.0017563874301479668 0.098501014303227968 -0.10007428972924688 -0.10028597882899358 0.066093785378478209 -0.10015196411179379 -0.065443832812924596 0.071298473012761251 0.098685608558243515 0.074565291745720561 -0.10014669734730393 0.0036149425062406274 -0.10132200020177018 -0.078908280039991285 0.0294833718180805 0.072586657450189301 -0.076270137463292823 -0.10008598916287897 -0.0052805602463369267 -0.00049278776522331902 0.016303596384000738 0.10041490607660566 -0.078391442692162014 -0.10090123274196926 0.079618507351845835 0.051641128305053886 -0.012955797515272694 0.0089687967655927847 -0.0010959087154957183 0.050844565918454293
leaf_weight=0.0057651300412260298 0.87740901011834072 0.016132306982399314 0.0095897840243353016 0.013503787220429331 0.035421023245404082 0.0064979233783759574 0.012003789538027831 0.025678562851680908 0.007979779395100195 0.006299483822658658 0.0062536641945030169 4.8518510635855021 0.075012220949474795 0.022293213723607153 0.050094561023627193 0.016258625661066617 0.029447674038578953 0.0054080700489151923 0.11381227920110148 20.77291435254762 0.059359603955272178 0.058440645749215037 0.20708940062745285 0.03337925195695135 0.036743559597084641 0.35706316702999119 0.73269969428656612 1.1835350111723526 20.726093046956059 0.22004038320983443
leaf_count=19 51 24 147 208 64 47 30 16 5 3 66 285 34 96 38 21 70 29 762 1258 29 9 74 100 34 31 50 26 797 210
internal_value=-5.00037e-06 0.0150006 0.00497799 -0.0146744 0.042013 0.000884569 0.0105671 0.0269184 -0.0109141 0.0307276 -0.0124718 -4.97979e-05 -0.00691938 -0.0463391 -0.00389793 -0.0717885 -0.0233189 -0.0343275 9.921e-05 -0.000971637 -0.0205208 0.0199062 -0.0572952 -0.00567338 0.0154393 0.000911053 0.00860482 0.000585615 0.000233085 0.00566397
internal_weight=50.5741 0.150533 0.134401 0.0878068 0.0465942 0.074303 0.0678051 0.0558013 0.0301227 0.0205329 0.0125531 50.4235 1.07052 0.193106 0.0723878 0.120719 0.0457063 0.0111732 49.353 21.2817 0.508825 0.242376 0.266449 0.183935 0.150556 28.0713 2.2733 1.91623 25.798 5.07189
internal_count=4633 658 634 522 112 314 267 237 221 74 69 3975 310 259 134 125 91 48 3665 2266 1008 905 103 896 796 1399 107 76 1292 495
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=9 16 6 22 9 18 21 15 21 23 22 20 16 16 12 21 4 17 16 22 7 20 9 23 17 3 4 21 9 0
split_gain=0.00342308 0.0165612 0.0916505 0.0254744 0.0163563 0.0247495 0.0797981 0.012565 0.0399616 0.0365843 0.0248063 0.0234812 0.0130049 0.0202517 0.0108987 0.0107169 0.0366031 0.0399883 0.0254179 0.0120561 0.0522085 0.0105661 0.0161015 0.013686 0.0103115 0.0752694 0.0428571 0.0372514 0.038086 0.0305014
threshold=199.17419511990002 22.654947022900004 16.425383776450001 -0.06828999999999999 198.14098854835004 12.933745112000002 4.1356549245000007 20.734744936600006 11.155580190950003 0.098085000000000019 -0.58319500000000002 38.238138001450004 12.644970430600003 9.7049773055000017 66.834523482800009 0.15802222800000001 216.87897277305004 200.17087924040001 19.224955043700003 0.12419000000000002 24.899526511700007 43.61821939175001 199.39609444495002 0.083555000000000032 197.02652249450003 93.14163192940002 161.08698257945002 12.717166023350002 192.39832633775004 87.261973998100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 14 -6 -7 8 9 11 -11 -2 13 -13 -1 16 -9 -18 -19 21 -21 22 -17 -23 -16 26 -26 29 -29 -28
right_child=1 2 -4 -5 5 6 -8 15 -10 10 -12 12 -14 -15 24 19 17 18 -20 20 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.041658924708725169 -0.068695892672847661 0.030640662501761701 -0.0042920130610488993 0.10061384219157816 0.0049297942041882231 -0.0010835696995611132 -0.070124589384996494 0.018722319475488892 -0.089437286856645606 0.081784660843802412 -0.10041720926426619 0.089200304942390923 0.075932548413338741 -0.10028059617204382 0.0002567395609222311 0.011064032576756607 -0.099405224803005399 -0.060090895943897715 0.069349280020503057 0.05985245387993135 -0.0025662355672502494 0.00038417254439937205 -0.0012301125907615313 0.018543145590410093 -0.078411708738324898 -0.08485620332225656 -0.07166899827475906 -0.031487601405465082 0.098463225094732321 0.00020567267590088166
leaf_weight=0.061883041024919261 0.014173665332989027 0.089707760140299797 0.64936483574820159 0.12387007627694302 0.52425561391282716 0.52130189412059735 0.24660112775382004 0.1309211198604342 0.028310873445647644 0.010160872878259397 0.02824053206979471 0.011282559453690055 0.14908912891041837 0.011280157233045429 20.636338108008559 1.1199499039212337 0.083160984009737149 0.029136474820916192 0.031649595010094345 0.17907399721661832 0.53240170948538434 1.0686332060013217 21.829396487610609 0.6786070919024495 0.07045735622523519 0.11805153983070216 0.061687711189733707 0.032549405294773126 0.073436895610939246 1.3771072636670361
leaf_count=23 55 22 102 31 8 27 37 37 57 7 56 98 54 84 2193 8 35 34 9 37 38 86 820 49 14 30 10 114 12 446
internal_value=-4.91103e-06 0.000769559 0.014398 0.0712234 -0.000879757 -0.0118199 -0.0232551 0.000316103 0.022513 0.0366479 -0.0522073 0.0550101 0.0652247 -0.00553006 -0.000249554 9.78431e-05 -0.0195419 -0.0543436 0.00730496 0.000310309 0.0131442 -5.94173e-05 -0.000630147 0.0074369 -0.000365489 -0.00777367 -0.00214 0.00133874 0.0585541 -0.00287592
internal_weight=50.5221 26.7984 0.862943 0.213578 23.7237 1.29216 0.767903 25.9355 0.252538 0.224227 0.0384014 0.185826 0.171652 0.0225627 22.4315 25.6829 0.274868 0.143947 0.0607861 25.4081 0.711476 24.6966 22.9493 1.74724 22.3696 1.73329 1.61524 1.54478 0.105986 1.43879
internal_count=4633 1719 155 53 2914 72 64 1564 411 354 63 291 236 182 2842 1153 115 78 43 1038 75 963 828 135 2819 626 596 582 126 456
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=20 20 2 10 5 22 20 5 10 21 17 16 21 9 7 6 7 10 4 17 17 18 21 22 21 19 3 5 13 20
split_gain=0.00326759 0.0165303 0.0616094 0.0191861 0.0199776 0.0247692 0.0180452 0.0178621 0.0170932 0.0134738 0.0961987 0.104774 0.0292678 0.0362955 0.0387592 0.0192717 0.0171006 0.0306181 0.0199651 0.0158739 0.0152221 0.015523 0.0165619 0.013105 0.0131397 0.010187 0.0142798 0.013987 0.0421443 0.0446848
threshold=38.474425342400004 38.804629908750009 98.91243606750001 61.821094709650005 29.110986871100003 0.17437500000000003 42.498713093000006 18.513175162200003 61.076391807500009 0.37234627945000004 177.73379099395004 22.624947093000003 1.2135331028500003 193.00469145105004 23.050081659550006 11.945279099550001 22.093462376800005 64.108972578700019 156.40313730310001 198.90226058785004 167.17143786700004 13.154691941050002 13.811848270300002 -0.23557500000000001 16.639784844150004 14.351157895250003 95.346167596350014 17.977320987800002 111.98772342380001 35.119813570500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 4 5 6 -3 -4 -8 10 15 -12 13 14 -11 -5 17 -14 -18 -15 -19 -22 -23 -6 -25 27 -27 -1 29 -29
right_child=1 3 7 9 23 -7 8 -9 -10 12 11 -13 16 19 -16 -17 18 20 -20 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0024442604572451486 -0.077093484239926749 -0.091502172672125098 0.075180925086195019 -0.024707195306719439 -0.10022100619715334 0.057270911737144173 -0.08094414876521433 -0.010421521794511251 0.099998430777272107 0.066456457863676419 -0.088115310599554658 0.089167098226601807 -0.10136449243040013 0.076584430599796569 -0.083111738971568663 0.098186425942462796 0.032520750202098263 -0.097293796424334347 -0.0001322605255812259 0.018802548056528798 0.073926828396274999 -0.059941470614289553 0.049518502711947798 0.053222304994861275 -0.10017489193825797 0.018528593603143472 4.3251329179394114e-05 0.029439374852080022 0.0018382931809438167 -0.066552764767624104
leaf_weight=3.9649760728129868 0.11662204655098563 0.08930379468786398 0.046767847684108688 0.015989971184913965 0.0084233630818744132 0.017147676703871184 0.01019370736598546 0.050911499940411886 0.010702056769332557 0.027644273610348047 0.17933532683630915 0.040948426409158856 0.046390731196431001 0.12481612975267353 0.046418363969451093 0.063175844039506046 0.18807970710622512 0.014672847491510765 42.495425329481932 0.076798482001777302 0.02807481878028284 0.034989606843510046 0.022849878148008429 0.045267337464053981 0.0063698266486653657 0.79432747600367271 0.88181923152296804 0.06310755173674909 0.72097006240392147 0.20941814667141045
leaf_count=549 25 89 27 37 24 8 101 18 4 21 85 33 24 47 38 67 34 130 2468 32 32 88 34 133 25 55 22 58 164 161
internal_value=-4.2548e-06 -0.000317477 -0.0280228 -0.000181279 -0.0321087 -0.0545309 -0.0719279 0.030564 0.0117281 -4.3429e-05 -0.0211822 -0.0551604 0.000103417 0.0325823 -0.0272846 0.0733643 -0.000105632 -0.0341569 1.1621e-05 0.0545743 -0.00316076 0.0129157 -0.0166986 0.0154334 0.0342996 0.0020639 0.00880347 -0.000214324 -0.0108246 -0.0443243
internal_weight=50.4419 43.8073 0.214301 43.593 0.187408 0.127347 0.1102 0.0976793 0.0208958 43.4056 0.29945 0.220284 43.1062 0.275677 0.0740626 0.0791658 42.8305 0.146978 42.6835 0.201615 0.100587 0.0859143 0.0578395 0.0600605 0.0516372 6.63462 1.67615 4.95847 0.993496 0.272526
internal_count=4633 3624 70 3554 384 202 194 45 105 3170 222 118 2948 138 59 104 2810 308 2502 79 284 154 122 182 158 1009 77 932 383 219
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=3 6 7 22 21 10 6 7 19 6 16 22 21 5 16 2 7 5 5 0 4 9 18 7 10 7 3 21 21 20
split_gain=0.00357343 0.0208822 0.0317391 0.0140588 0.0391328 0.0296478 0.0181403 0.0165638 0.0111903 0.0110702 0.00910241 0.0293894 0.0232481 0.0370893 0.0105225 0.0175881 0.0093446 0.00878375 0.00682305 0.0067965 0.00576706 0.00508052 0.033129 0.0297963 0.0239365 0.0184128 0.0253881 0.0171278 0.0819798 0.0624544
threshold=93.883646373400012 16.395383075500003 19.506002767000002 -0.088039999999999993 5.1836832807500004 61.917879202350001 16.625388449550005 19.052023743050004 14.451165964200003 16.575387281250006 22.674946976100003 1.0000000180025095e-35 7.0919822770000005 22.533652790000001 22.634947069650003 298.00670864630007 17.566486459500002 27.019230906650005 30.133297129900004 85.769879735700016 143.58239362595003 194.43273554075003 12.880535946600002 22.773029501100002 61.944763783650011 23.109894804950002 93.345954747300013 2.3889051598000006 1.2135331028500003 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 4 5 6 -3 9 17 -6 11 12 13 -5 15 -15 -13 -8 -19 -1 -21 22 -22 -23 -24 26 -25 28 -26 -29
right_child=1 3 -4 10 7 -7 8 -9 -10 -11 -12 16 -14 14 -16 -17 -18 18 -20 20 21 23 24 25 27 -27 -28 29 -30 -31
leaf_value=0.0077092166956321626 0.062653868203870949 0.092372617853195393 -0.10070872936287832 -0.10143715103835216 -0.10013198657709091 -0.10060654267378344 -0.10048903781015356 -0.10067127586160199 0.0505397341416211 0.050722454574569892 -0.0018067010890358622 0.074013300935739365 0.077356441614341617 -0.10056482726678467 0.08637591514410356 0.10026879994007752 -0.10066164526423312 0.07906213238228349 -0.092090790674625611 0.019453629049314969 -0.053220265991710564 0.033520160304810934 -0.042859978284806581 -0.02392194582660372 -0.0037576795967765595 0.00078277004792746572 0.0037222909743154704 0.077419183007788259 -0.089491672572049583 -0.00016489575908942584
leaf_weight=1.1766442516418454 0.01583271125349428 0.036668511123139402 0.047793804337366907 0.024601279343187676 0.0073557003875066576 0.018343029505274444 0.01390468288076363 0.068043272131149024 0.021500107104657218 0.014363345916763137 2.5015173376209532 0.0035511400003542795 0.076464384589371548 0.0097946926899794562 0.029626159557665233 0.007859768345952034 0.022265099169345604 0.0068700058887998239 0.0035239989099409286 0.15209149318980664 0.12407494286076648 0.27231321977706002 0.13686261242082665 0.72139348684413451 1.3143275396687144 32.416045900989502 0.61580842948569625 0.10481613180338811 0.12187447809345986 10.269403265456928
leaf_count=34 23 22 155 8 41 131 46 85 27 51 87 19 33 43 10 1 123 60 19 27 31 37 18 28 414 1792 33 83 55 1097
internal_value=-5.40471e-06 -0.00339463 -0.0600579 -0.00213679 -0.0283792 0.0143806 0.0399569 -0.0764018 -0.00200942 -0.00036819 -0.000267708 0.021837 0.0389737 -0.00185595 0.0499586 -0.0111537 -0.0766343 -0.0485063 0.0210342 0.000203976 1.30317e-05 -5.11103e-05 -0.00181367 0.000574197 -0.0012798 0.000308397 -0.0111912 -0.000797954 -0.011033 0.000618977
internal_weight=50.3555 2.92988 0.0636265 2.86625 0.190573 0.10081 0.0824673 0.0897623 0.0457988 0.021719 2.67568 0.174163 0.148346 0.0718819 0.0472806 0.0176545 0.0258162 0.0242987 0.010394 47.4257 46.249 46.0969 12.0714 34.0256 11.9473 33.7532 1.3372 11.8104 1.4362 10.3742
internal_count=4633 984 178 806 482 305 174 177 152 92 324 237 95 62 54 44 142 125 79 3649 3615 3588 1698 1890 1667 1853 61 1649 469 1180
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=8 22 9 16 15 7 2 12 7 7 9 12 21 21 6 6 14 9 21 21 3 22 21 20 21 23 23 23 6 22
split_gain=0.00326481 0.0168153 0.0150333 0.00611663 0.0138947 0.0113412 0.00358669 0.0731723 0.0486489 0.0459487 0.0249899 0.0228377 0.0174031 0.0134594 0.0728643 0.043128 0.0403053 0.0395037 0.0265168 0.0194586 0.109222 0.0617689 0.0323745 0.0416823 0.0227597 0.0710651 0.0285966 0.032606 0.0193759 0.0916598
threshold=8.8430989333000021 -0.051199999999999996 216.72927494925003 22.544947280100004 32.145494189350011 22.580797808900005 121.84632764400003 154.32008656120004 22.721067571950005 22.460452099450002 205.22231928645002 145.32166322050003 5.5614473604500008 2.0043664108500008 16.435384010100005 16.325381439950004 258.81881833755006 201.65416293750005 1.0221947271500003 4.7516206878500009 92.913112988300014 -0.016014999999999998 5.0655779142000013 42.206017975500011 2.9212203061500004 0.091885000000000022 0.08674500000000003 0.083905000000000021 16.355382140900002 -0.013285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 -2 11 8 9 12 -10 -1 -8 14 15 16 17 -9 -18 20 24 -22 23 -21 25 26 27 -15 29 -26
right_child=1 2 -4 -5 -6 -7 7 13 10 -11 -12 -13 -14 19 -16 -17 18 -19 -20 22 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00046682017367733137 -0.070375437591201198 -0.10043510304262411 -0.014498979775228705 -0.0053640420270724964 0.052566110746661412 0.025916522269547028 0.059234082314711271 0.089181621192271646 -0.090628595189253647 0.099734359277962079 -0.005551593492833135 0.019249023430224759 -0.077931689525082226 -0.051339586735915023 0.069045404375475919 -0.092729691631422126 0.0011068452792518126 -0.0045912490429627145 -0.07090573841328647 0.031607547752807157 -0.10129315286876683 0.011735211649436477 -0.00050500819572211412 -0.0056234601200915498 -0.067207073792836775 0.089993655715206733 -0.081070746031399896 0.099063752744645295 -0.00049192834382173376 0.0049792956374564122
leaf_weight=22.097409055550798 0.022953361457894061 0.033580294315924131 0.051692736456828925 0.57846389649637331 0.060331781452987343 0.02618522242664767 0.011999382375905365 0.1030796614147208 0.17811548277748734 0.036436188362131361 0.042826956088838131 0.66691791934863331 0.04036815879615574 0.029732356688103923 0.17798161702694404 0.047188430493406375 1.204695803291066 0.079628541745307757 0.05340002061421234 0.7247690386310548 0.18278632532187089 0.065738779289972515 19.765143057144098 0.51393863435487219 0.25976465037072771 0.10016094209640869 0.051241684972524126 0.027976841046438494 2.5088010631152429 0.54484868177104251
leaf_count=1463 23 48 39 50 25 19 78 37 90 7 25 23 68 40 104 30 398 25 101 36 79 18 1480 27 147 19 53 18 23 40
internal_value=-6.22287e-06 -0.00645409 -0.0483404 -0.00126207 0.0204136 -0.0190629 9.44647e-05 -0.000690661 -0.0490123 0.0134989 -0.0741375 0.00101708 -0.0465018 -0.00012459 0.00857595 0.00134308 0.0044241 0.0483132 -0.00194974 -0.000709652 -0.0073237 -0.0713954 0.000477841 0.0161604 -0.00280325 0.0291934 -0.0267016 0.0215744 -0.00482258 -0.0183256
internal_weight=50.2882 0.773207 0.085273 0.687934 0.10947 0.0491386 49.5149 26.7506 0.309746 0.0888037 0.220942 22.7643 0.0523675 26.4409 1.66597 1.48799 1.4408 0.182708 1.2581 24.7749 3.77105 0.248525 21.0039 1.23871 3.52253 0.209112 0.108951 0.0577092 3.31341 0.804613
internal_count=4633 204 87 117 67 42 4429 2943 268 153 115 1486 146 2675 695 591 561 62 499 1980 437 97 1543 63 340 130 111 58 210 187
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=20 23 23 23 21 21 15 6 6 17 9 0 20 3 7 9 20 6 22 21 20 22 15 14 12 22 5 20 20 2
split_gain=0.00309259 0.0189476 0.0283974 0.0275383 0.0166671 0.0255585 0.016719 0.0166272 0.0320205 0.0132284 0.0113284 0.0113415 0.00902284 0.00901505 0.00962745 0.00878802 0.0083353 0.0071732 0.0096203 0.00552373 0.00476762 0.0805471 0.0341978 0.0280002 0.0826762 0.0115513 0.0198774 0.00659149 0.00556604 0.00687001
threshold=43.930205408700004 0.096915000000000015 0.085715000000000027 0.083395000000000011 3.3069203559500004 4.6633733285000014 38.469938489650012 16.375382608200002 11.215262042800001 189.31980273685002 66.544071737050004 104.03526427400001 44.202975721700007 83.866451379300017 26.545218975000001 24.408263180750001 43.735142172100005 5.5651300283500005 -0.50748499999999985 5.5614473604500008 42.91168285345001 -0.095854999999999996 38.133874083650007 252.50607003280001 190.46998066150005 -0.14815999999999999 18.280220412300004 42.844429421150004 42.686561923500008 92.716362671650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 4 12 -6 9 8 17 13 11 -11 -2 14 -7 -13 20 18 -4 -18 27 22 25 24 -23 26 -22 28 -1 -30
right_child=1 -3 7 -5 5 6 -8 -9 -10 10 -12 15 -14 -15 -16 -17 19 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00023861256636584401 0.10014511629537731 -0.10111604831573749 0.079250870075602872 -0.10090249066786082 -0.092725006281688949 -0.10016198012883946 -0.074532316589065228 0.093915331064184759 -0.10040377690713985 -0.10014742978312872 0.095223923958335302 -0.1001109049002098 0.0083408425513941311 -0.0035083436106677483 0.012384658928624512 0.065533190408979647 0.00080114523751850157 0.077666359343697172 -0.10015578795292833 0.01463163895765609 -0.055463924675850595 -0.09419912521162313 -0.023575225689666794 -0.0029073850769366859 -0.006475469050901044 0.092326382322667572 0.094114448059295266 0.010170604681622644 0.0017028470686547015 -0.013657847763380748
leaf_weight=42.202695111482015 0.021422867313957705 0.020373801182742568 0.0059051458602539242 0.032094460004501002 0.035461416918224131 0.020186025698080812 0.033494373698090385 0.04173495841496333 0.018026306060164643 0.0077782245186881474 0.024574728500738274 0.0038148869743963578 0.021400195546618761 0.55802447203058136 0.01219068219634778 0.019964417395328837 0.52238605706952401 0.036566419548705653 0.0060522637260618239 0.64573181295935456 0.01587949800494215 0.1384785269815717 0.041343664428040938 3.2364477227757078 0.47925106436014175 0.12766363387814994 0.020167835778735821 0.6531600594356054 0.52998873218893894 0.6461310686129309
leaf_count=2983 9 35 6 104 176 67 27 8 27 67 15 39 39 248 46 87 9 76 36 67 28 91 25 153 2 33 27 34 6 63
internal_value=-7.16493e-06 -0.0057546 -0.0035927 -0.0101722 -0.00633217 -0.00995914 -0.00564315 0.0444331 0.0134018 -0.00207427 0.0443159 0.00467245 0.0542673 -0.0064848 -0.0577852 0.0389591 0.000100069 0.0556798 -0.0115561 0.0084466 -0.000102665 -0.00338196 0.0576889 -0.00663112 -0.0261408 0.0782114 0.0282225 0.000199647 4.95132e-05 -0.00673594
internal_weight=50.1784 0.919066 0.898692 0.790407 0.758312 0.715489 0.680028 0.108285 0.0665501 0.646533 0.0561323 0.0315575 0.0428231 0.590401 0.0323767 0.0237793 49.2593 0.0485238 0.0119574 1.16812 48.0912 4.05923 0.205055 3.85418 0.61773 0.163711 0.0360473 44.032 43.3788 1.17612
internal_count=4633 1112 1077 924 820 772 596 153 145 569 208 193 48 361 113 126 3521 118 42 76 3445 359 113 246 93 88 55 3086 3052 69
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=6 0 10 0 18 22 21 21 22 20 16 17 10 23 13 20 5 6 10 15 17 14 0 18 18 9 20 20 16 20
split_gain=0.00319992 0.0572123 0.090039 0.119492 0.0901938 0.0811081 0.103206 0.0765796 0.0614404 0.034174 0.0173482 0.0688921 0.0302205 0.0293834 0.0314672 0.0284147 0.0219831 0.0172782 0.0690455 0.0552629 0.017093 0.0157646 0.0147765 0.0142999 0.011022 0.0539343 0.127311 0.0153247 0.0137153 0.0193404
threshold=14.815346158200002 93.308316333500017 66.859265246100009 90.321439350550008 13.921859755900002 -0.079369999999999996 8.9448347342500032 7.6045750414500004 -0.057599999999999998 37.817254840650008 21.754949127450004 199.59317753375004 65.765062787050013 0.10307000000000002 114.04170543550002 35.119813570500007 20.201591378100002 14.415336812050002 70.128430332750014 28.444110612900001 162.04221493815001 142.92771580715001 88.350799540950007 14.1090729785 13.781134552700001 205.22231928645002 41.319407281650008 41.909642283050012 22.554947256700004 41.873095646600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 10 -4 6 -3 -7 -5 -6 11 12 13 14 15 -2 -12 20 23 -20 -1 -22 24 -19 28 26 -26 -28 29 -18
right_child=1 5 4 8 9 7 -8 -9 -10 -11 16 -13 -14 -15 -16 -17 22 18 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.08948073386358793 0.039882194703651071 0.043632813639405729 0.025009646349115018 0.092807070711104098 -0.024122464037437903 0.0049489647653371592 -0.08949193093173119 0.093864626282378183 0.0092653823767668061 -0.10125364276331104 0.01812788306220663 -0.10115640043733941 -0.10180548220783281 0.050720142537053647 0.00023925855041789513 -0.092541617624905315 0.0017806648673249791 -0.0098211823092226435 -0.00735797361360584 -0.10064961634506397 0.075266783320402639 -4.0549371371373663e-05 0.014333775086754123 0.0093701052937409813 0.068423369530012754 -0.0014970376410057197 -0.10560638162470921 -0.046721416035927658 -0.00077613746179713361 0.019210872169106358
leaf_weight=0.021336686990617859 0.020944432294554782 0.12932133249705657 0.12039085177807507 0.20994067794526927 0.081258344504021807 0.16346071398584072 0.10594374346510449 0.23774371486069867 0.15160537092015047 0.19599526936235634 0.67967739485902967 0.082041109395945 0.030949600390158594 0.096033006064999427 0.57860453273212897 0.071585111195453521 2.6162172440963434 1.0245855296507205 0.11617546156048764 0.14003065729411901 0.027841441566134217 17.700009362140602 0.69358495011692767 0.62516508018831007 0.069896022148895454 2.1282533956955376 0.14430806826567277 0.063707034685648978 20.957052356313966 0.84129719963220839
leaf_count=194 32 29 37 35 15 39 28 23 18 53 48 27 4 36 359 198 40 80 27 196 6 2168 36 32 27 55 28 31 636 96
internal_value=-6.71227e-06 0.000635008 2.09013e-06 0.00064061 -0.0472645 0.0303019 -0.0163155 0.0576382 0.0577759 -0.0786478 -6.98852e-05 -0.0138951 -0.0049252 -0.00101679 -0.00841986 -0.062567 0.000361709 -0.00100152 -0.0100494 -0.058347 -2.994e-05 7.77202e-05 -7.71632e-05 -0.00254874 -0.000449831 -0.00690721 -0.0483385 -0.0875722 0.000186573 0.00602186
internal_weight=50.125 30.4698 29.8333 29.4357 0.397644 0.63647 0.235265 0.401204 0.361546 0.277254 29.0742 0.880158 0.798117 0.767167 0.671134 0.0925295 28.194 19.6551 1.90596 0.256206 17.7492 17.7279 27.5143 1.64975 26.8207 2.40616 0.277911 0.208015 24.4146 3.45751
internal_count=4633 1930 1811 1706 105 119 57 62 53 68 1653 656 629 625 589 230 997 2703 335 223 2368 2174 949 112 913 141 86 59 772 136
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=21 15 16 4 4 6 21 23 7 21 2 23 16 8 5 3 4 16 10 0 2 20 3 6 15 7 5 0 0 10
split_gain=0.00306227 0.0205625 0.0648219 0.0207319 0.0196386 0.0180585 0.0147116 0.0276702 0.0513435 0.0271357 0.112028 0.0165668 0.0158832 0.0186187 0.01497 0.0946353 0.0563767 0.0587644 0.0249998 0.0407589 0.0435928 0.0222941 0.0611417 0.057258 0.0297618 0.0156788 0.0149272 0.0178594 0.0194279 0.014492
threshold=4.5589219677500008 44.483611103700007 22.694946929300002 376.61861354110005 156.40313730310001 16.485385178400005 3.4893684343500007 -0.10696499999999999 24.581118242250003 3.8092755532000004 158.58656282205001 -0.42796999999999996 17.379959358100002 2.5480115570500002 21.990725385850002 93.776108048150022 262.59164170980006 22.604947139800004 62.095317438950012 86.780739992750014 125.96573834520002 42.081757894750005 90.461239173300015 15.205355270700002 22.654569872000003 23.263685695600007 16.316541761950003 89.057864029250013 97.139369169350019 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -2 7 8 11 10 -8 29 13 -13 18 16 -16 -18 -9 20 -20 25 23 24 -23 -21 -11 -28 -29 -1
right_child=4 2 -4 -5 -6 -7 9 14 -10 26 -12 12 -14 -15 15 -17 17 -19 19 21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10070250760332203 0.057400743671434606 -0.092290993873747729 0.065861574090071942 0.0038123015663042805 0.0003926815751680057 -0.0050370894890460448 -0.10511221426240609 -0.01993182409919526 -0.083845970024804706 0.012627061440110061 -0.0029730420857208774 0.083402051010471628 0.096432669855088984 -0.08646990242796801 0.083532831876118652 -0.0019641280211266303 -0.089015509975524917 0.054712794419509769 0.094980733521094901 -0.013996150028086636 -0.031359729519771139 0.022393569622476166 -0.10258116569323157 0.0994871786290841 -0.0951446717000618 0.0019668613936752407 -0.00037004586052492708 -0.026731300951332977 -0.0041181017078612938 0.093104257228241866
leaf_weight=0.010344281402467459 0.11566405859776097 0.1018666490006116 0.046968705093604513 0.028791735408049135 31.424767688498697 0.077265622989898475 0.13427665421303814 0.63100467838739405 0.02734006534271094 0.60783399096595392 0.5361952759385531 0.014714729380221114 0.099389335431737891 0.011490595312814378 0.23772104308591124 1.4870063333462935 0.046185318125935737 0.074064641608856618 0.089654181925651666 0.67000854029957402 0.039274316397495568 0.041348361366318254 0.077926421264237433 0.045796461912686937 0.044975034138929004 7.5346538584218861 4.1241953111260869 0.61666537418204803 0.98966271092649549 0.00615333933092188
leaf_count=50 23 95 22 26 2336 31 66 48 83 81 53 31 117 53 37 168 30 24 63 53 4 187 11 7 51 734 55 83 9 2
internal_value=-8.69128e-06 -0.00103532 -0.0348943 -0.0711138 0.00058796 0.0323953 -0.000704822 0.00154551 0.0416501 -0.0042973 -0.0234286 0.0657969 0.0781723 0.00891605 0.000928879 0.00914803 0.0553078 -0.00049003 -0.000723955 0.000694675 0.0564948 -0.000160284 -0.0323301 0.00910509 -0.0388446 0.000663291 -0.00227358 -0.00385409 -0.0127993 -0.0284158
internal_weight=49.9932 18.3755 0.177627 0.130658 31.6177 0.19293 18.1979 11.1891 0.169432 7.00883 0.670472 0.142092 0.125595 0.0262053 11.0196 1.84498 0.357971 0.12025 9.17464 8.54364 0.128928 8.41471 0.210046 0.13212 0.0863234 8.20466 6.33836 5.73052 1.60633 0.0164976
internal_count=4633 2243 143 121 2390 54 2100 1753 336 347 119 253 201 84 1417 259 91 54 1158 1110 67 1043 256 245 238 787 228 147 92 52
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=23 15 16 18 9 23 17 12 21 5 7 20 20 9 22 0 6 23 20 13 22 18 18 18 16 12 23 22 20 15
split_gain=0.00272908 0.0263178 0.0632512 0.0413864 0.0388707 0.0264437 0.0181157 0.0308845 0.0666797 0.0747441 0.0383465 0.0294498 0.127233 0.048701 0.0671169 0.0258397 0.0214413 0.059052 0.0173145 0.0437208 0.0217017 0.0578275 0.0399158 0.0334396 0.0170868 0.0167175 0.0152732 0.0184758 0.0148595 0.0490696
threshold=0.090465000000000031 43.79812286300001 22.624947093000003 13.405741979600002 191.96565807215003 0.085855000000000029 194.12402802835004 120.41084184385001 5.2921303083500009 19.327153142150006 25.806080957700004 41.257948413050009 41.873095646600007 197.20558004415003 -0.08158 93.910530954700008 16.315381206250006 0.098950000000000024 34.969856643350006 109.51703040195001 0.075080000000000022 13.758874730250001 15.835505265150003 13.24088655595 13.854967601050001 66.834523482800009 0.089045000000000027 -0.094409999999999994 41.362929270750008 38.86986296220001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 -4 -3 -5 28 8 9 10 -8 13 16 14 15 -9 17 -13 19 -1 25 23 -23 -22 -24 -20 -27 -28 -2 -30
right_child=6 2 3 5 -6 -7 7 11 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 20 -21 21 22 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.089334966255015649 0.00095232560600430291 0.025457187860947961 -0.069954438273691494 -0.00012749954575368621 -0.096511463799308944 0.10028060195059219 -0.10090298530061106 -0.10267186174885752 -0.10116102380967028 0.07702811064484931 0.032145228959882519 -0.1035990817287894 -0.0038620402972257672 0.0010261291991630172 0.096503684569713838 0.044685547028013271 -0.10662559245106243 0.068247820198169495 0.071131586525651255 0.089826772389998422 -0.038341776151334564 -0.088220807502021728 -0.044801668132160688 0.093694350546093125 0.082353550576415385 0.00035527664704260745 -0.0016494154069080444 -0.023366510085309645 -0.0010862830604664133 0.021586827891763471
leaf_weight=0.01783881443887736 12.250140568655999 0.032619194666039131 0.038541405082412439 0.051300092321980628 0.13132672154091551 0.053670297813368961 0.064476878506866231 0.029074492573272437 0.10003724364287336 0.074352228284624289 0.032622852904751198 0.057053360837017286 2.8255942269985468 4.557413965363132 0.1188564129084172 0.020145037722715475 0.13740716781467199 0.030786660491230577 0.032794093941453606 0.057602077973285759 0.031898059644673959 0.13395714464263619 0.019806348948602448 0.04811264624731848 0.022656865336102783 23.261279063055063 1.0890705370661917 0.61181226660559929 2.3850507110912242 1.5914555136411079
leaf_count=182 428 12 72 37 88 7 25 4 36 13 35 26 164 244 31 47 16 29 12 80 38 142 89 13 22 2354 45 72 149 121
internal_value=-7.32718e-06 -0.000726915 -0.0298081 0.0186703 -0.0722442 0.0512101 0.000752571 -0.0031265 -0.036281 0.00157462 -0.0562024 -0.001969 -0.00962791 0.0029757 0.0558387 -0.04236 -0.0819574 -0.0433692 -0.000373881 0.047462 -0.000516795 -0.0294599 -0.0614401 0.0410552 0.0230438 -0.000219859 -0.000313597 -0.00946111 0.00267645 0.00798783
internal_weight=49.9088 25.6343 0.307458 0.143512 0.163946 0.10497 24.2745 8.04782 0.271489 0.171452 0.0970997 7.77633 3.05084 4.72549 0.168076 0.0492195 0.225247 0.08784 25.3268 0.0754409 25.2514 0.256431 0.17642 0.0800107 0.0424632 24.995 24.9622 1.70088 16.2266 3.97651
internal_count=4633 3265 216 116 100 44 1368 670 109 73 60 561 235 326 82 51 71 55 3049 262 2787 304 253 51 111 2483 2471 117 698 270
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=7 23 6 13 23 21 22 22 0 23 15 15 20 6 4 5 5 9 22 20 21 16 10 23 12 22 21 16 7 18
split_gain=0.00305887 0.0101004 0.00901123 0.0108092 0.0084242 0.0100068 0.0070628 0.00846059 0.00519775 0.00571132 0.00515554 0.00402664 0.0036285 0.0166378 0.0506688 0.0171285 0.0127777 0.0107598 0.00867008 0.00669403 0.00662728 0.00658374 0.0151214 0.00707274 0.00493131 0.00552861 0.00467351 0.00464425 0.00439133 0.00472103
threshold=20.797746106000002 0.099855000000000027 15.635365317800002 116.36722171835002 0.079265000000000016 11.772995266200001 -0.24023999999999998 -0.57826499999999992 71.144667506050013 0.070640000000000022 19.198394745150004 17.138389019350004 43.930205408700004 16.375382608200002 250.04947801505003 12.901187908600003 23.881206071300003 31.023622952750003 -0.15962499999999999 43.735142172100005 21.779899400000001 18.474956797500003 74.257902021100008 -0.24360999999999999 245.75615448465001 -0.15781499999999998 5.5614473604500008 12.674970360400001 24.227986230350002 18.324911823050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 8 7 -1 9 -5 11 -8 19 14 15 18 17 20 -14 -2 -16 22 23 -19 25 -24 -21 -27 -26 -30
right_child=12 -3 3 4 -6 -7 10 -9 -10 -11 -12 -13 13 -15 16 -17 -18 21 -20 26 -22 -23 24 -25 28 27 -28 -29 29 -31
leaf_value=0.063939403152297111 -0.00011992982204096833 0.097885989662693018 -0.10018738670761436 -0.065643419194872946 -0.10013436649943507 -0.10010851154317157 0.047886348721431604 -0.10010077159883975 0.086045440579798821 0.10009588106712691 0.073853057248552942 -0.052269570616046826 0.02574653363127893 0.0023407442209533455 -0.10007861153241558 -0.10063063517593301 -0.10016407585139038 0.060410108963176272 -0.10022772315500739 0.00055824684187269307 0.057253374241883398 0.085724251087406694 0.066009472068166236 -0.092822851666718512 0.090918868420531984 0.030338019650990474 0.013336578737096453 -0.10014180777523723 -0.033963027516549192 0.076052091936152769
leaf_weight=0.005304649308527587 47.695291503613696 0.013334175356249034 0.013956709496383723 0.0060171815729290756 0.006507303337684788 0.0052658919948953544 0.0092514114902176869 0.0077196651308284459 0.015935333612560498 0.0031768671979079954 0.030966415666171088 0.0070907323970459393 0.019643141009282772 0.58522537155909049 0.010136243891658125 0.083619601401665022 0.0088977000009435869 0.0038595907653302666 0.0075683473304469775 0.5208133745836665 0.0036383328224474107 0.020858546136878431 0.0083202950307281753 0.013719521981727212 0.02581206882416609 0.0049247193189785321 0.63541045151328035 0.0061152844032221765 0.007432832914730624 0.0082079958340273151
leaf_count=7 3015 24 242 78 26 40 35 39 112 4 40 11 25 31 196 224 22 12 123 7 10 12 16 77 31 19 56 24 55 20
internal_value=-9.02568e-06 0.0156443 0.00578186 -0.0252242 0.00312716 0.0252344 0.0319193 -0.0332891 0.0515001 -0.00837466 0.0498716 0.00442945 -4.82701e-05 -0.00665348 -0.0292681 -0.0782047 0.0152165 0.0242996 -0.00929076 6.23288e-05 -0.0585219 0.035794 0.0225086 -0.0591797 0.046122 0.0044539 0.00758066 -0.0419374 0.0655828 0.0237707
internal_weight=49.794 0.124526 0.111192 0.0508593 0.0369026 0.0303953 0.0603329 0.0130243 0.0251294 0.00919405 0.0473086 0.0163421 49.6695 0.81798 0.232754 0.110831 0.121923 0.113025 0.0272115 48.8515 0.0137746 0.0992509 0.0783923 0.0175791 0.0608132 0.0193603 1.15622 0.01104 0.0414529 0.0156408
internal_count=4633 658 634 502 260 234 132 46 194 82 86 46 3975 897 866 372 494 472 148 3078 206 266 254 89 165 59 63 43 106 75
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=14 9 16 7 19 6 0 3 18 7 21 9 5 23 14 20 15 20 15 22 3 21 4 22 22 19 17 22 8 4
split_gain=0.00371147 0.00280669 0.0116443 0.0273058 0.0388677 0.0638869 0.0151049 0.0951925 0.0122189 0.0153242 0.0487591 0.0681964 0.0210743 0.014112 0.014921 0.0115585 0.124673 0.041214 0.0494829 0.0692873 0.0355798 0.0195929 0.0161585 0.0229614 0.0127562 0.104545 0.0299352 0.0152281 0.0127553 0.012647
threshold=129.42733769190002 194.43273554075003 22.654947022900004 23.543468673550006 14.351157895250003 16.265380038000004 86.420486603250012 93.883646373400012 13.037923179150001 23.164713644150002 11.007427546000001 201.16241229375001 21.950234501100002 0.43380000000000013 151.17331664065003 42.154118731400011 38.469938489650012 41.808689985400001 38.469938489650012 -0.11963999999999998 94.16862293520002 3.1113400544000003 180.98021180325003 -0.084729999999999986 -0.038374999999999999 14.251149826300002 192.92322630085002 -0.053874999999999999 8.3434888241000014 159.20292939725002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 8 6 -5 -6 7 -4 -3 10 11 12 -10 14 -11 17 21 24 19 -19 -18 22 -17 -24 27 -26 -27 -2 29 -23
right_child=1 2 3 4 5 -7 -8 -9 9 13 -12 -13 -14 -15 -16 16 20 18 -20 -21 -22 28 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.025358589890984704 -0.0008946022961153372 0.013766759932630707 0.079539586386579889 0.094209880519448341 0.060147888141507837 -0.080917272141265012 -0.0039422890374461545 -0.0044452093156922548 -0.042187185229818264 0.061502087959807474 0.0043019411864920918 -0.0087514909045855998 -0.10184661910032802 -0.016051729027095202 0.00053550952776180159 0.099057714405299452 -0.09577693575513696 0.099200011052570009 0.072405450390171183 -0.10191002017705392 2.104646997049888e-05 -0.050138850772070621 0.04815152659019041 -0.085953755414569635 -0.00061486513154877039 0.096926544451600469 0.025446889502938511 -0.01306402918589581 0.04618499610099306 -0.0021603129310033974
leaf_weight=0.057689266217500257 7.7611442136056628 0.63702940760913307 0.17403692710286067 0.084673981484229333 0.087079819975770079 0.050854019710641296 1.0635436926968393 0.60104904129207171 0.11528287219698086 0.040197679540148523 1.1527082043029393 0.55508842333756547 0.12173206093757472 0.51666971918785876 29.734173026889469 0.033842054835986235 0.1892917249263063 0.027373744339456607 0.16224189300737635 0.045783571641437315 0.048755385511867644 0.056321223659779984 0.050835903108122693 0.017049542840027243 2.6586115900324017 0.14434710990462907 0.098617081166594289 1.1853092148340065 0.05321685574017454 2.2412103507060976
leaf_count=36 775 52 26 28 28 33 13 74 17 4 29 30 28 34 1713 5 88 14 13 41 27 24 58 29 290 22 25 28 15 1034
internal_value=-8.85923e-06 2.05607e-05 0.000509221 0.0078002 0.0408783 0.0081394 0.00379535 0.0144126 5.20531e-05 -0.00021897 -0.0088237 -0.0279248 -0.0728286 0.000333489 0.000617819 -0.00113491 -0.00706252 0.000184939 0.0416181 -0.0266594 -0.0761562 -0.00035601 0.0426106 0.0144708 -0.000638264 0.00512338 0.0679136 -0.00250692 -0.00221537 -0.00333645
internal_weight=49.7658 49.7081 34.9341 2.06124 0.222608 0.137934 1.83863 0.775086 32.8729 32.2359 1.94481 0.792103 0.237015 30.291 29.7744 14.774 2.69052 12.0834 0.235399 0.0731573 0.238047 2.45248 0.101728 0.0678854 11.848 2.90158 0.242964 8.94645 2.35075 2.29753
internal_count=4633 4597 2109 202 89 61 113 100 1907 1855 104 75 45 1751 1717 2488 1280 1208 68 55 115 1165 92 87 1140 337 47 803 1073 1058
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=13 23 10 10 5 17 19 20 19 12 16 18 15 18 19 23 16 20 15 17 21 17 18 18 5 17 4 4 7 7
split_gain=0.00288478 0.0121208 0.0070534 0.00720912 0.00516225 0.00447955 0.00414116 0.00395885 0.00358849 0.00355291 0.00339145 0.0102375 0.00316828 0.0296943 0.0218247 0.0392016 0.019108 0.00742858 0.00691566 0.00511988 0.0488883 0.0252786 0.0492369 0.0461082 0.0247303 0.0141265 0.0248612 0.111448 0.0102431 0.0115892
threshold=95.937628385050019 0.079745000000000024 78.290589216800015 90.937096262400004 7.754880527600001 201.39543491635001 12.451004585100002 44.202975721700007 9.8507947922000021 343.58463701550005 10.604975200950003 16.222567477200005 20.734744936600006 15.957401718700002 12.250988447150002 0.089045000000000027 14.184966829400002 41.16018805045001 21.761438576950002 182.02915412410002 1.0000000180025095e-35 179.03071761140004 13.602243858600003 13.304953393500002 21.836296031200003 183.93802912725002 147.36370056065002 224.75522095420004 21.698399695800003 20.714163848350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 8 -3 -1 -4 -7 -10 -12 13 -2 16 -16 -15 -18 -14 20 -20 22 23 24 -22 26 -21 -28 29 -26
right_child=12 6 3 4 -6 9 -8 -9 10 -11 11 -13 18 14 15 -17 17 -19 19 25 21 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.020062502280048199 -0.00078387289293621511 -0.1001173495638791 -0.030406870906816121 -0.10008329787724846 0.03736099562583494 -0.10010280794080083 -0.016000670354184985 -0.1000801495901804 0.088359746071142997 0.028341256391790866 0.064673652515582311 -0.060858295859914271 -0.0066058758860619918 0.0059982402754986666 0.062376856129417138 -0.10054104445580736 0.051254479484875708 0.10021999110447014 0.079741222949428203 0.0054696587694900312 -0.096848772728891155 0.0039418786232496257 -0.098595193884680216 0.093351021882344773 0.010647443847324082 9.3868948034300196e-05 -0.090213113796302979 0.00065785300353875134 0.094226037701808943 -0.10018768118444826
leaf_weight=0.0038742059031798845 1.618048931707732 0.018837142042753108 0.0066041172860167299 0.0084011799022740696 0.0040500147072179979 0.0045221512222894944 0.0084908405075552196 0.00939056378888381 0.014600925947760857 0.0041116036386483756 0.023797481403761367 0.0089360471511099604 1.5930155627374052 0.056460156024513597 0.030793600567733392 0.028382706418142334 0.060862957456265576 0.063110239454545081 0.082485646959184478 0.53316123143304028 0.038070964908911598 3.5598680851526296 0.072310152752606882 0.040278371941894875 0.044448470220686431 41.027753850345874 0.18307278531665361 0.51361413256614696 0.010608304830384441 0.011975905251745189
leaf_count=31 358 556 24 202 36 59 32 54 40 40 69 70 160 39 24 23 37 12 203 6 9 45 40 19 232 2089 61 31 5 27
internal_value=-7.04489e-06 -0.0157847 0.0022293 0.0141143 -0.0553766 0.0279422 -0.0739822 -0.0649904 0.0386469 -0.0389346 0.0482814 0.0304042 2.97558e-05 0.00408143 0.0369361 -0.0157634 0.0542198 0.076181 -0.000128 9.57617e-05 0.00358196 0.00191897 -0.0311611 0.00237928 -0.0324834 -0.000222688 -0.010783 -0.0232209 0.00407268 -0.012877
internal_weight=49.6839 0.115616 0.0882883 0.0750235 0.0124512 0.0625723 0.027328 0.0132648 0.0539386 0.00863375 0.0473345 0.0327335 49.5683 1.85766 0.23961 0.0591763 0.180433 0.123973 47.7107 46.1176 3.86005 3.77756 0.217692 0.145382 0.105104 42.2576 1.22985 0.696687 0.0670327 0.0564244
internal_count=4633 1213 625 540 238 302 588 85 203 99 179 139 3420 493 135 47 88 49 2927 2767 580 377 332 292 273 2187 98 92 264 259
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=14 8 8 8 20 9 23 8 19 5 9 9 0 17 18 7 6 2 4 22 21 20 15 6 20 17 9 2 2 21
split_gain=0.00288464 0.0227102 0.0270201 0.00365931 0.0236697 0.0361652 0.0122429 0.0039179 0.00727056 0.00874729 0.00422869 0.0541366 0.0450715 0.0102428 0.00718561 0.0246826 0.0335183 0.0204413 0.0158499 0.0120427 0.00745076 0.0225212 0.0177005 0.0154114 0.00914439 0.00744871 0.00698221 0.00592158 0.0708438 0.0440967
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 8.8430989333000021 40.00488309970001 227.40597858270002 0.11071500000000002 8.7431769115000026 14.151141757350002 23.499898996300001 210.61272793875003 212.49340169810003 91.109157582800023 196.39284362915004 15.631197717350002 25.487785026200005 13.665319288000001 219.56639384385002 180.98021180325003 -0.58835000000000004 6.8552675721000007 41.935569238650011 18.377781418850002 12.145283772600001 45.044778924400006 199.73283952805005 27.033907557900005 121.84632764400003 129.01927736685002 2.0043664108500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 10 -9 -10 14 12 -12 -13 27 16 17 19 -17 -16 -20 22 -22 24 -23 -19 -26 -2 -29 -30
right_child=3 2 -4 4 5 -7 -8 8 9 -11 11 13 -14 -15 15 18 -18 25 20 -21 21 23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.044118118710347959 0.0011206566238332158 -0.087020087116546879 0.01994153503578559 0.00053552727122951037 -0.10175765223424123 0.069063386869186436 -0.015242189412231691 -0.00073639791135460145 0.017334898015126426 5.0916690437944907e-05 0.053520304430955262 -0.0130594960873108 -0.08381849250776667 0.0010508131301025141 0.022099390651827297 0.06538116031363865 0.093861635065877247 0.0011767110509515693 0.0029500123642361899 -0.10022292183387882 0.04377982397509083 -0.10013464155677068 -0.10052373132637082 0.10016638591576568 -0.06670676638607799 0.091594629684417408 0.047257448963499364 -0.05938419691631143 0.030293765556752929 -0.0014844555556284399
leaf_weight=0.045385862738838934 18.539975643109411 0.055654447991400957 0.041027807285900053 0.60467359628503814 0.063182500476330006 0.020331760992121417 0.022070265920206111 1.5258765086618944 0.66272364987526067 0.52458719221522188 0.029051987905407084 0.59536231780572979 0.1346279146115279 3.785569088815496 0.012414209514815866 0.040040197574662151 0.071262836660025641 0.017067949409508287 3.1603558567633852 0.022886130952321948 0.010701386395833512 0.0093942670366686798 0.041325946316064233 0.017028511385433376 0.007520281891103763 0.019543992096487273 0.018853812293798455 0.20827891724101988 0.44700567614024223 18.873395155280818
leaf_count=22 1068 15 35 64 67 11 26 15 28 26 4 90 94 337 24 41 12 46 538 154 54 35 45 5 95 21 94 79 325 1163
internal_value=-7.5185e-06 -0.0142365 -0.0416302 3.3332e-05 -0.00709278 -0.0507794 -0.0793605 0.000137102 0.00382993 0.00969835 -8.04175e-05 -0.00297641 -0.0594419 -0.000866758 0.000236589 0.00460772 0.0452571 -0.00290854 0.00284688 -0.0572054 0.00208003 -0.0241491 -0.0708423 0.0218635 -0.0154148 0.0494431 0.0147618 -0.000159364 -0.00137458 -0.00074922
internal_weight=49.6272 0.142068 0.0966823 49.4851 0.710258 0.105585 0.0852528 48.7748 2.71319 1.18731 46.0617 4.54461 0.16368 4.38093 41.5171 3.4484 0.143175 0.0719123 3.30522 0.0353003 3.26518 0.104824 0.0520273 0.0527969 0.0357684 0.0366119 0.0263741 38.0687 19.5287 19.3204
internal_count=4633 72 50 4561 168 104 93 4393 69 54 4324 525 98 427 3799 1164 257 245 907 178 866 328 99 229 224 67 189 2635 1567 1488
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=6 16 22 22 22 16 23 5 8 3 23 22 7 6 16 16 21 2 6 13 22 0 20 23 12 20 4 20 21 20
split_gain=0.002749 0.0495911 0.0703703 0.0763449 0.0669093 0.0508625 0.0788278 0.111574 0.0459493 0.0446986 0.0859798 0.0436316 0.042581 0.0469075 0.0338342 0.0267334 0.0160623 0.0129314 0.0127271 0.0512871 0.0706735 0.0108493 0.00889519 0.0149556 0.00946254 0.0132196 0.021779 0.0110975 0.00986147 0.0604995
threshold=14.815346158200002 19.224955043700003 -0.079369999999999996 -0.098419999999999994 -0.016679999999999997 20.394952307700002 0.11458500000000002 17.687678651600006 7.8438787148500007 89.614374862250017 0.10249000000000003 0.26597500000000007 24.899526511700007 14.935348962050002 20.674951653000004 18.554956610400005 11.772995266200001 178.46521675150004 14.515339148550002 109.47132661375001 -0.14008999999999996 71.249517373150013 33.036871954450007 -0.25843999999999995 66.834523482800009 33.361153777850006 143.58239362595003 34.214889417600013 1.9176293050000004 37.765550062200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 12 -4 6 7 -3 16 10 14 -6 13 -2 -7 17 21 -15 22 20 -20 -9 -1 -24 -25 -26 -27 -28 29 -29
right_child=1 5 4 -5 11 9 -8 8 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.10052196630286046 -0.10155422688925826 0.086566427627650794 0.084652839008335576 -0.094618307401483054 -0.087483440769223 0.096695430237643529 0.064527592426295285 -0.02729516923899063 -0.096780011494909543 5.4392847507300454e-05 -0.033123033722212362 0.084504386034104706 0.09152621676047229 -0.086122191733024503 0.023029872648267755 0.08857521932337914 -0.10016826695223929 0.045372582276285434 0.05468790795524861 -0.0026219974361607005 -0.094941362513562041 0.09874187261236482 -0.078759549277168883 0.06418237331255898 0.097878182947878228 0.093234194401372331 -0.10041557474936641 -0.00086670432685824895 0.00046290519850826332 -0.059103307166585017
leaf_weight=0.0088420299637367306 0.037784936427954108 0.04684878978878515 0.25126050289350133 0.074498350129488244 0.043201367651039102 0.15593942988198506 0.065034411381930113 0.010455837775680266 0.23767427414713893 28.701517575208754 0.12711409543408081 0.022397905966897724 0.063611159173888154 0.018857640159268385 0.10388404033437837 0.041358676024174201 0.0085621434450331435 0.01239413924261612 0.041044356561542261 1.135972523243481 0.13669650884632656 0.019693790340966189 0.024199154735557893 0.022875665687027147 0.013739697465640854 0.024887642241085639 0.011082032877321235 1.6113845800219184 16.295862663189386 0.2005916808456546
leaf_count=167 8 6 55 28 160 25 6 43 65 1112 18 20 14 188 35 41 33 52 71 31 205 21 112 6 8 2 34 164 1624 279
internal_value=-8.08602e-06 0.000592307 0.0299291 -0.00990883 0.0611729 2.96267e-05 -0.0359249 -0.0561358 -0.0803245 0.000509543 0.0342708 -0.0287607 0.0263583 -0.0111923 0.0672421 0.0358302 0.0207057 -0.0339727 -0.000931776 -0.0104376 -0.0603886 0.0550324 -0.000246132 -0.000197428 -9.28573e-05 -0.000173834 -0.000248085 -0.00037649 -0.000315266 -0.00731369
internal_weight=49.5693 30.0421 0.565365 0.248505 0.31686 29.4767 0.388269 0.323235 0.276386 29.0885 0.386938 0.0655993 0.174007 0.110395 0.259823 0.0726105 0.0387118 0.0312518 19.5272 1.31371 0.177741 0.0301496 18.2135 18.2046 18.1804 18.1575 18.1438 18.1189 18.1078 1.81198
internal_count=4633 1930 566 331 235 1364 174 168 162 1190 78 180 303 289 60 281 97 240 2703 307 276 64 2396 2229 2117 2111 2103 2101 2067 443
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=14 8 8 8 19 8 21 3 16 5 3 20 7 7 0 21 6 0 8 16 7 22 16 7 7 23 17 2 6 5
split_gain=0.00282635 0.0170337 0.0230188 0.00309179 0.0206 0.0244546 0.00866231 0.0033829 0.10341 0.0742054 0.051175 0.0793672 0.0759204 0.045977 0.0375896 0.093321 0.0466928 0.0647041 0.0790538 0.0289742 0.0395914 0.025909 0.0242239 0.119019 0.0432291 0.0228139 0.0160088 0.0138757 0.0535825 0.0351293
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 8.8430989333000021 14.451165964200003 9.5425530862500008 5.0750534271500012 85.589753040950015 19.224955043700003 20.315138807500002 88.813214339350012 36.654713368950006 23.989000783400005 24.528146684550006 94.625660817400004 0.87557407920000008 14.745344522600002 95.746747857800017 7.943800736700001 18.554956610400005 25.257178691350003 -0.031989999999999998 20.904951115100005 23.032419884600003 22.626138143200006 0.080545000000000019 174.47088669260003 188.61740261325005 13.665319288000001 14.835543846500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 14 9 19 11 -10 -13 -14 15 -2 17 18 21 20 -9 26 23 24 -12 -11 -16 -19 29 -29
right_child=3 2 -4 4 5 -7 -8 8 10 25 22 12 13 -15 16 -17 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.037092990868842754 -0.0058912296626045602 -0.083988391176343963 0.017382792995842847 0.00054996015234599937 -0.10181839052668079 0.034377897698048922 -0.031451663062682454 -0.094202369292599716 0.043313543977207339 0.022560038858971808 0.0072734405714268832 -0.091517778097481406 0.029240925626026766 -0.068374696338826021 0.066897227168774595 -0.10001041340659095 0.051290399129097712 -0.00034320645020330566 -0.10050017108047578 0.096939497062833502 0.097755603627367404 0.096159437344568596 0.00019009009756354176 0.084235119137949441 -0.064773119014256905 -0.075738094730885719 -0.10102695139648483 0.013225868077871831 0.066047443123855867 -0.081272370820214712
leaf_weight=0.043315502171949016 0.54312468905917199 0.050609394238563254 0.040187856178818038 0.59845835328462627 0.049064371009080787 0.026762625230730919 0.0271888824877351 0.020342592092407297 0.11498960470544517 0.053370271316182993 0.5671147749683908 0.21797434498148505 0.13017884848522954 0.076667023717163829 0.0089850260932848869 0.13069816203324081 0.17523958758829294 16.05335493852191 0.13407767650687674 0.21695440956682432 0.02277256910019787 0.033614109246633883 29.429327172886588 0.20265089371241629 0.097617036604788154 0.042342889649781057 0.015420785472883836 0.13222483133186003 0.14466350553266238 0.05599963702934474
leaf_count=22 23 15 35 88 25 24 31 86 22 410 131 42 24 42 25 147 34 1069 196 39 6 7 951 34 17 171 29 716 60 112
internal_value=-7.78657e-06 -0.0145051 -0.0391204 3.16342e-05 -0.00655993 -0.047864 -0.0767284 0.000126736 0.000750228 0.0543544 0.00013176 -0.0303875 -0.0503367 -0.00694012 -0.000989218 -0.0241471 -5.78171e-05 -0.000600588 -0.0583004 0.0820599 0.00718601 0.0392188 0.000675534 0.0171461 -0.00330672 -0.0209264 -0.0392055 7.58322e-05 0.0202838 -0.0148888
internal_weight=49.4553 0.134113 0.0907973 49.3212 0.701474 0.103016 0.0762533 48.6197 31.1923 0.355783 30.8365 0.53981 0.42482 0.206846 17.4274 0.673823 16.7536 16.5783 0.192098 0.26007 0.0431152 0.0580199 30.2967 0.867383 0.664732 0.0957132 0.0244058 16.3862 0.332888 0.188224
internal_count=4633 72 50 4561 168 80 56 4393 1975 712 1263 130 108 66 2418 170 2248 2214 257 131 92 61 1133 182 148 581 54 1957 888 828
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=23 15 16 18 9 23 17 16 22 12 16 15 5 9 17 5 6 0 5 22 22 15 6 9 22 17 6 13 22 7
split_gain=0.00255637 0.0221736 0.0526057 0.0353074 0.0344985 0.0248303 0.0140857 0.0300292 0.0568863 0.0267466 0.0240827 0.0164766 0.0149239 0.0533231 0.0909237 0.0477419 0.013529 0.012681 0.204751 0.0458622 0.0166505 0.0980118 0.0349395 0.0403807 0.013842 0.0333839 0.02683 0.0198353 0.0169114 0.0171547
threshold=0.090465000000000031 43.79812286300001 22.624947093000003 13.405741979600002 191.96565807215003 0.085855000000000029 194.12402802835004 18.594956516900002 0.059500000000000011 221.15890037120002 15.954962690350003 24.673905035600004 21.757682542950004 205.22231928645002 196.21449749970003 22.705169530700005 11.545269753400001 86.345209775600011 21.701709660250007 -0.070854999999999987 -0.06828999999999999 41.54912092575001 16.525386113000007 192.39832633775004 -0.13509999999999997 188.51582982015003 14.865347326450001 104.09978726910002 -0.079369999999999996 22.870118039000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 17 8 9 16 -10 -11 -9 14 -14 -16 -8 20 24 -20 -2 22 -22 -24 25 27 -27 -19 29 -26
right_child=6 2 3 5 -6 -7 7 12 10 11 -12 -13 13 -15 15 -17 -18 18 19 -21 21 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.00039611330173652766 0.0022427790755231462 0.020210940312990217 -0.067144507080041244 -0.0011325512103266364 -0.095897661446841045 0.10019281850131195 0.0098047683195191873 0.00098424390270371613 0.078978403506607023 0.052856710475918056 -0.05181493845872686 -0.1001169496100352 -0.0016736151907136877 0.0054216894718897186 -0.095361382984586004 -0.018946680499689322 -0.1006353497923938 0.0053347255516844501 0.032016944877800484 0.099378987802893837 -0.0864811441284946 0.00091137695640387166 -0.080372879478356862 0.056579323870416344 -0.0047820739849250655 -0.06572189499195609 0.036137940988244181 0.089901433748151321 0.002170894526723702 -0.040575891600905023
leaf_weight=25.070135545914777 7.3321243739088686 0.032980311315667588 0.036362772179870717 0.049442415705925669 0.11420042871998248 0.04734314725646982 0.012236950167399285 5.6593243287661608 0.046779397533766698 0.024471605437826172 0.020138097331255267 0.0098851881704986599 0.54386551835341412 1.1294505710511655 0.22028143270654255 0.1300197535465486 0.11855906171342667 0.04231406216097422 0.16615916058799485 0.25801374367301821 0.19376963853154006 1.7089603891290606 0.041868847248679231 0.044319189262523651 0.48455882072449252 0.05332133450075105 0.050208851229399443 0.080503821453021374 5.4302514414703369 0.1850219031375584
leaf_count=3049 173 12 72 37 88 7 82 196 45 58 19 45 10 41 30 31 113 50 26 22 32 50 12 32 2 30 16 19 167 67
internal_value=-8.66244e-06 -0.000708852 -0.0286774 0.0168676 -0.06988 0.0484313 0.000731345 -0.00272175 -0.0381623 -0.0696775 0.0396176 0.0088429 -0.00165123 -0.0090217 -0.0272656 -0.0669989 -0.0903028 0.00243196 0.00573276 0.0729916 4.15031e-05 -0.00807348 -0.0629202 -0.00994999 0.00122303 0.0255059 -0.0163231 0.0607659 0.000321956 -0.0146728
internal_weight=49.3369 25.3505 0.280329 0.133148 0.147181 0.0967856 23.9864 7.91501 0.23207 0.165153 0.0669175 0.0343568 7.68294 2.02362 0.894167 0.350301 0.130796 16.0714 6.75035 0.424173 9.32104 1.98892 0.279958 0.086188 6.32618 0.226348 0.10353 0.122818 6.09983 0.669581
internal_count=4633 3265 216 116 100 44 1368 670 362 298 64 103 308 112 71 61 195 698 399 48 299 126 76 44 351 115 46 69 236 69
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=5 3 22 22 10 20 5 21 5 21 13 22 8 15 18 21 22 16 17 23 5 15 20 15 16 19 0 6 19 18
split_gain=0.00328903 0.00912798 0.0146117 0.00774556 0.00654368 0.0059129 0.00496411 0.00881511 0.00437431 0.00388167 0.0082905 0.00375798 0.00372059 0.00306089 0.0268925 0.0231948 0.0207725 0.0130998 0.0114605 0.00922883 0.0219329 0.00821292 0.0142429 0.00689692 0.0044008 0.00607589 0.00417329 0.0179931 0.0552392 0.0293964
threshold=12.306951632950001 76.927540944650019 -0.16533 -0.21563499999999999 90.937096262400004 40.722669576350008 10.36813655115 8.8671606832000016 7.754880527600001 20.581461612800002 87.431346860350018 -0.18437499999999998 5.445750190600001 19.846565044850003 15.957401718700002 5.9607024329000007 -0.080869999999999997 14.184966829400002 182.37451917730002 0.097005000000000022 18.160071980500003 19.198394745150004 45.921757303800007 17.319441631400004 11.949972055800002 10.650859343850001 98.230883170350012 11.215262042800001 13.351077205700003 15.589604336850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 11 7 -7 -6 10 -9 -5 -10 14 19 17 -17 18 -16 20 -2 22 23 24 25 -22 -15 -28 29 -29
right_child=13 2 -4 4 8 6 -8 9 12 -11 -12 -13 -14 26 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10009843407057246 -0.10023575521608726 0.019936014708940773 -0.10030334215232449 0.09867792489830797 -0.10006887053704212 -0.069664923906020096 0.076726605054745822 0.060499463430811765 0.1000440167256858 0.090478629527694018 -0.070258783277596284 -0.10006133507104381 -0.10001890478882169 0.00017886738583182323 0.077258897768489196 0.046150113149624361 -0.088737015952331841 0.097112947682935394 -0.0339501901644612 0.0020737380059883603 0.086022977453903707 0.087582901904831686 -0.089353992788571729 -0.070111087072782727 0.095088899088914727 -0.10008462020529996 5.3236997758268201e-05 -0.097572418409275649 -2.3070145433594235e-05 -0.021953070490022677
leaf_weight=0.0067287706073766431 0.030321864646011387 0.016477383496990683 0.026140249529717607 0.0011508686907291121 0.0078604289143745509 0.009562076300312583 0.018597653377383949 0.014161679686367279 0.0025821157032623896 0.010255077970214188 0.0073735660275815454 0.0054909800920002185 0.0014524428081061913 44.015423401044472 0.019011143405350484 0.025422774231628864 0.020723408719391045 0.067069636512314901 0.018078988462917778 1.0313046059337692 0.003651467318917411 0.010194632539139548 0.015166868519656873 0.0051064927870250179 0.012811476823880952 0.0033761606897826368 3.0890549788533685 0.10707432894241709 0.51688375086814631 0.098882351810971159
leaf_count=196 108 32 204 4 300 49 29 39 2 11 88 160 153 2507 9 32 25 22 34 31 17 30 82 39 41 34 115 103 28 109
internal_value=-9.46413e-06 -0.0160289 -0.0538148 0.00286843 0.0116959 0.0238994 0.0338177 0.0145201 -0.0566231 0.0398417 0.0157285 -0.0656247 0.0280213 3.22518e-05 0.00489293 0.0445934 -0.0144252 0.0707406 0.0230518 -0.000473597 -0.0330559 0.00743575 -0.0129337 0.0335296 0.0602062 -0.00338545 -9.60292e-05 -0.00327022 -0.017473 -0.0612666
internal_weight=49.2174 0.127833 0.0426176 0.0852157 0.0784869 0.0665919 0.0599501 0.0413524 0.011895 0.0317903 0.0215352 0.00664185 0.00403456 49.0896 1.26224 0.150306 0.0461462 0.10416 0.0370901 1.11193 0.080629 0.0503071 0.0401125 0.0249456 0.0198391 0.00702763 47.8273 3.8119 0.72284 0.205957
internal_count=4633 1267 236 1031 835 380 216 187 455 138 127 164 155 3366 504 122 57 65 43 382 351 243 213 131 92 51 2862 355 240 212
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=10 5 14 7 18 21 19 18 9 15 23 20 23 20 21 22 13 7 4 21 16 18 9 21 22 22 0 20 20 6
split_gain=0.00316059 0.0134864 0.0089913 0.00816291 0.0133063 0.0086548 0.00310578 0.00392543 0.00277045 0.025973 0.0126508 0.0148266 0.0143075 0.0137029 0.0117288 0.00824308 0.00913402 0.00743294 0.00793813 0.00702518 0.00643268 0.00878502 0.00582637 0.00527032 0.00463531 0.00781298 0.00366744 0.00504389 0.00346829 0.0493489
threshold=60.87206898960001 28.543718473100004 121.36406917505002 21.698399695800003 11.939817493900003 16.639784844150004 13.251069136700002 11.80968402675 177.59430306730005 32.355961258350007 -0.17949499999999999 47.309807198350008 -0.22831499999999999 49.064150740050003 21.779899400000001 -0.16262999999999997 105.40368946235002 19.052023743050004 438.85830169510001 3.3335862513000003 11.949972055800002 16.922055371600006 61.192192081150004 5.3283630236500015 -0.18437499999999998 -0.15076499999999998 107.99805155820002 45.044778924400006 43.930205408700004 16.375382608200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3 9 10 12 17 15 22 19 16 20 -12 26 -15 21 -2 23 -13 -25 -26 -19 -28 -10 -30
right_child=8 3 -4 -5 -6 -7 -8 -9 28 -11 11 13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.025031512986929988 -0.073532994646166763 -0.10005541387197886 -0.093767752830722348 0.1000901394400652 -0.084112436115569816 -0.10011124982792614 0.064987258406751486 0.073494938648721961 7.0324012907628687e-05 0.079667730683656707 0.09994051945626288 0.076437326001436323 0.085238593738794777 0.058140984605798168 0.079468726825381752 -0.1000935672593733 -0.1002467851957498 -0.1001027420057999 0.019904491915778158 -0.081562063533875073 0.090584644150706217 0.097157227479486075 0.094892689992511936 -0.10017309038248079 0.086687376664096982 -0.10012004562395299 -0.1000422729444021 0.071012213245746261 -0.087636518333628219 0.0021520410826717309
leaf_weight=0.0082765076749627964 0.0080680492523299563 0.0028231880057063554 0.027668744511778698 0.0088427246228093281 0.014615061487262437 0.0044335118909089024 0.024077630044075704 0.002420789358438924 48.189041737592234 0.044570408696927188 0.0026792236127901039 0.0089236080324326394 0.027955734201743354 0.0041475131152992608 0.0070695194253858054 0.0078456712870762502 0.0056716658317554893 0.03707959515732373 0.0081350049761250709 0.027243596073489584 0.012682780908740199 0.0048146315058916764 0.015469784163315126 0.0049179014055198431 0.0061812509272840552 0.0035103141050001332 0.003724231296997115 0.0032093626534361874 0.068393279367369497 0.58296107847917256
leaf_count=12 60 84 199 7 82 26 57 6 2494 14 14 12 44 4 16 94 19 441 64 258 25 24 24 13 19 36 207 23 228 27
internal_value=-9.48248e-06 -0.0184113 -0.0664138 0.0117473 -0.00440298 0.0301091 0.0497988 -0.019939 2.54428e-05 0.0106568 -0.00477418 -0.0227079 0.0306154 0.0054569 -0.0368974 -0.00845625 0.0145598 -0.0625008 -0.0708466 -0.063104 0.0400295 -0.00974111 0.0472224 0.0158857 -0.0210999 0.0190252 -0.0876202 -0.020866 -2.76481e-05 -0.00727591
internal_weight=49.1775 0.0931582 0.0359453 0.0572129 0.0483702 0.0337551 0.0293216 0.00524398 49.0843 0.2439 0.199329 0.132291 0.0670385 0.0774635 0.0384606 0.0390828 0.0312371 0.0548274 0.0521482 0.0313911 0.0255655 0.0128827 0.0390029 0.0235331 0.0146095 0.00969157 0.0440132 0.00693359 48.8404 0.651354
internal_count=4633 473 211 262 255 173 147 90 4160 1411 1397 1131 266 382 278 222 128 749 735 262 109 84 104 80 68 55 671 230 2749 255
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=10 5 14 7 18 21 21 6 2 2 12 12 17 18 19 12 7 17 14 6 3 22 3 21 22 13 19 17 23 15
split_gain=0.0027721 0.0117927 0.00823632 0.00741594 0.011576 0.00760007 0.00287864 0.00814518 0.00257749 0.0142691 0.016087 0.01315 0.0245456 0.0625032 0.0128298 0.0463586 0.0324408 0.0102078 0.00964627 0.00859987 0.035097 0.0529294 0.02883 0.100885 0.0514688 0.0291659 0.0250025 0.0760783 0.020633 0.132728
threshold=60.87206898960001 28.543718473100004 121.36406917505002 21.698399695800003 11.939817493900003 16.639784844150004 2.2933574171000006 16.950396043250006 141.45287911200003 135.87377242040003 148.96091148645004 144.66294237600002 204.73764675200002 14.741741751300003 14.551174033150001 154.32008656120004 22.791048179400004 203.65799419860002 234.45909168080001 14.845346859150002 86.26455603170001 -0.059424999999999999 83.17551763980002 3.1734339793000008 -0.122165 109.96062599345002 14.051133688400002 181.57898176000003 0.080960000000000018 36.548474543700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -8 9 10 11 19 13 -13 15 16 -12 -11 -10 22 21 -21 -2 -24 25 -25 27 -22 29 -28
right_child=8 3 -4 -5 -6 -7 7 -9 18 17 14 12 -14 -15 -16 -17 -18 -19 -20 20 26 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.02267143477694181 -5.7108664902479527e-05 0.097514948062540005 -0.092471038688659468 0.10008155542160757 -0.08142435461166371 -0.10010065267653044 0.058949226771020082 -0.1000696766396539 -0.013340167357344571 0.019281102368515185 -0.0096007222976295103 -0.013473641116833494 0.0026725036690057025 0.099265248418937288 0.0020193660165465531 -0.0051662968323360437 -0.093921020745600547 0.0011862302978051503 -0.00040726551162656075 0.0011171290817003209 0.00050558607612678416 0.088546874584148477 0.00060112075245134268 -0.06064222009253889 -0.10150743753085556 0.1006588131358815 0.079343009068394144 -0.079415506416272139 0.0021606347366136514 -0.1039873262437972
leaf_weight=0.0082270543198238455 11.006817825602813 0.0080556318433764318 0.025369581320468626 0.0080018793669296429 0.013639056771125979 0.00401201047344557 0.015866905514485552 0.0040415592849285522 0.59159404252432324 0.68957932084578633 0.074560048687998259 0.096086715876936846 0.51193750755969525 0.10072755072317108 0.50927640614099801 0.63748022858635522 0.11758425645599857 0.56900899307288455 22.943611831840435 0.16860738292598398 0.55570681168988301 0.11749683591187832 0.6695471651489705 0.022866818305374181 0.17679021945014028 0.021989846834912896 0.15883585892151941 0.15160045103812081 9.115077459944585 0.05255766975460574
leaf_count=12 507 18 199 7 82 26 43 86 33 61 14 34 9 30 4 30 41 17 2414 30 167 21 52 96 192 2 86 51 258 11
internal_value=-9.18126e-06 -0.0178217 -0.0642753 0.0112862 -0.0042904 0.0286102 0.0470764 0.0266673 2.24844e-05 0.000718503 0.000180023 0.000802246 0.0142113 0.044225 -0.0104746 -0.0181442 -0.0612012 0.0111004 -0.000732354 0.000374498 0.00248699 0.0370226 -0.00145779 -0.0187572 -0.0772343 0.0184315 0.00150223 -0.0166243 0.00287692 0.0337625
internal_weight=49.1466 0.0872137 0.0335966 0.053617 0.0456152 0.0319761 0.0279641 0.0199085 49.0593 25.5241 24.2655 22.9266 0.708752 0.196814 1.3389 0.829625 0.192144 1.25859 23.5352 22.2179 10.3199 0.286104 11.898 0.891194 0.221647 0.0448567 10.0338 0.707307 9.32647 0.211394
internal_count=4633 473 211 262 255 173 147 129 4160 1713 1635 1546 73 64 89 85 55 78 2447 1473 624 51 849 342 290 98 573 218 355 97
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=5 6 20 9 5 17 7 6 22 0 22 7 6 19 15 18 21 18 16 17 23 9 21 20 9 15 19 20 20 8
split_gain=0.00273772 0.00841829 0.00539349 0.00524621 0.00617191 0.00896169 0.00824593 0.0078498 0.00546168 0.00365882 0.0112973 0.00445351 0.00540631 0.00275559 0.00262584 0.0233565 0.0202563 0.0180488 0.0123304 0.00981431 0.00783369 0.0196574 0.00897234 0.00677323 0.0153556 0.00365395 0.00720206 0.00444651 0.0119772 0.0104297
threshold=12.306951632950001 9.3002172980500024 40.722669576350008 39.44667418560001 2.7155367820000005 193.94976740385002 23.913271136350005 1.8500432259500001 -0.21563499999999999 102.65877371115 -0.15215499999999998 29.396972519100004 8.5551998908500018 10.150818999100002 19.846565044850003 15.957401718700002 5.9607024329000007 17.327266398450003 14.184966829400002 182.37451917730002 0.097005000000000022 66.544071737050004 12.156412995750001 45.921757303800007 65.064848378650012 21.761438576950002 12.451004585100002 38.474425342400004 38.110427674550003 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 -4 -5 10 -10 -11 -13 -8 15 20 18 -18 19 -17 21 23 -23 -2 -25 26 -16 28 29 -27
right_child=14 -3 3 8 5 6 13 -9 9 11 -12 12 -14 -15 25 16 17 -19 -20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.079534603483531363 0.067407826103711807 -0.10040804471185201 -0.10006842810658703 -0.10009937686612212 -0.10014360352262429 0.064990110829634823 0.032557807463105014 0.075430636034086118 0.10006748922999929 0.070476285910620468 -0.10010269163638551 -0.10010327867619202 0.1000036947750737 -0.10009797653039865 -0.00055194531130702419 0.07449604098952313 -0.064819490297304924 0.067107278997785499 0.096403586969410898 -0.030434341289283514 0.0018736642594266069 -0.10020642858611402 0.069481902443816537 -0.1000916057056595 0.096197362451719476 0.022238880704258942 -0.013486830234426879 -0.0002614423289382477 0.015167814015997719 -5.4993388250189478e-05
leaf_weight=0.0092782608047760062 0.016730705228993226 0.010589309822687909 0.0033500753317738949 0.0032564893541646702 0.015974386834145093 0.0098014951661298255 0.0020491684540928645 0.010653580440930455 0.0049534430727362633 0.02509105149925972 0.0065449008675386722 0.0036791849438095872 0.0021327948833516075 0.0066396825313148611 1.5638916500786302 0.017887122473439265 0.026604231788383004 0.016994319600144081 0.060235715995077044 0.01776801147987328 1.0298706847499941 0.032631211952008243 0.0034450016740095171 0.010100209345523581 0.0065830068410832601 0.2202327650927306 0.59394013109155697 40.19612544252638 0.68372696431197244 4.4490895661133436
leaf_count=420 37 132 103 57 169 32 10 65 3 64 57 78 3 74 142 9 33 24 22 34 31 235 18 49 12 237 111 2114 45 213
internal_value=-9.38665e-06 -0.0154886 -0.00679227 0.000378127 -0.0225356 -0.0452821 0.0021145 0.0334462 0.0247024 0.0342873 -0.0138701 0.0522057 -0.026671 -0.0688126 2.66641e-05 0.00457191 0.0431192 -0.0133956 0.0688147 0.0222061 -0.000319056 -0.032816 -0.0840025 0.0224488 -0.0226382 -9.13664e-05 -0.00411225 9.91178e-05 0.00280657 0.000996517
internal_weight=49.0599 0.113994 0.103405 0.0941263 0.0484684 0.0344647 0.0184903 0.0140037 0.0456579 0.0424014 0.0114983 0.030903 0.00581198 0.00868885 48.9459 1.23885 0.139489 0.0435986 0.0958908 0.0356551 1.09936 0.0694901 0.0360762 0.0334139 0.0166832 47.707 2.15783 45.5492 5.35305 4.66932
internal_count=4633 1267 1135 715 453 285 116 168 262 205 60 145 81 84 3366 504 122 57 65 43 382 351 253 98 61 2862 253 2609 495 450
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=9 15 23 20 23 10 19 4 7 0 23 2 14 18 23 5 5 21 7 0 20 0 6 21 10 13 15 14 21 22
split_gain=0.00255439 0.0247045 0.0117579 0.0134504 0.0116922 0.0100587 0.0104703 0.00881949 0.00918144 0.00896332 0.00814439 0.00780527 0.00531885 0.00491337 0.00439725 0.00398974 0.00397591 0.00893253 0.00359133 0.00330228 0.0256484 0.0531706 0.0118237 0.0116015 0.0622929 0.015235 0.0569831 0.0113356 0.0401207 0.0272855
threshold=177.59430306730005 32.355961258350007 -0.17949499999999999 44.749265482150008 -0.25587999999999994 80.677940036650014 10.250827068050002 244.71629622840001 20.863939122400001 97.491557184450016 0.10787500000000003 185.72519583365002 490.68379111130008 16.922055371600006 -0.20885999999999996 23.195398057700004 7.754880527600001 18.870920756500002 18.837757148050006 86.09518316945001 42.081757894750005 85.823648898300021 16.395383075500003 14.731151610350002 62.036171360100006 117.39690118230001 25.852338405700003 181.67250789200003 1.8364927951500001 -0.011849999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 13 7 -7 8 -5 -10 -4 14 -9 15 -6 -1 17 -8 -17 20 -2 27 -23 -21 -25 26 -26 -22 -29 -30
right_child=19 -3 3 5 11 6 16 12 9 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 23 21 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.10015365737863154 -9.3471936991313897e-05 0.077040514817080213 -0.1000790109003543 0.05961182885621065 -0.10006049430285764 -0.10005430312708237 -0.10003675222962716 -0.082074087119583264 -0.082302479353847602 0.056310250010332331 0.086132495540267653 0.066576348008301492 0.058449217657724754 0.087853175080018095 0.090025825873200571 -0.10003701505036769 0.10003559768805065 0.076267480413385547 0.015821441059120811 8.958714641061396e-05 -0.0022187949694842915 -0.039434179434210286 -0.1009849198844599 0.07297036701362182 -0.06550988060145603 -0.0075560565986460548 0.068916972377983318 0.088807086112536668 -0.087440649935932618 0.049864718975896227
leaf_weight=0.0084413865342440886 8.7238359468375286 0.045185954140833928 0.026169476028829852 0.016798978739871018 0.0047426682029239053 0.0045978286770065315 0.0040604752594504143 0.02713727243201447 0.014890313431152435 0.0067935196066173367 0.0025803947576859545 0.047116339035842003 0.0029903304388199095 0.0031358483275540907 0.0016370296493732886 0.0035756535725148817 0.014161159459035844 0.0098327848418193753 0.010627312910060027 38.339322131702382 0.61647865773903809 0.051346658525289968 0.079580090016861504 0.13960300968028505 0.045174317894520755 0.56599984382046387 0.10443096120161499 0.021225997421424836 0.080640355287528109 0.017638641711073433
leaf_count=69 287 18 664 39 61 106 96 234 84 18 30 115 13 30 18 91 16 19 78 2185 66 15 32 17 40 15 37 7 114 19
internal_value=-8.31493e-06 0.00998459 -0.00449295 -0.0230015 0.0258609 -0.00586316 0.0398231 -0.0276056 0.0041175 -0.0388753 -0.0833659 0.0525208 -0.0681264 -0.0294606 -0.0512844 -0.0457065 0.0627475 0.0247404 -0.0133464 -6.04401e-05 -0.00172366 -0.0181284 -0.076846 0.000346542 0.011866 -5.45348e-05 0.0283259 -0.00768294 -0.0358703 -0.0627977
internal_weight=49.0398 0.254475 0.209289 0.130013 0.0792762 0.101263 0.0326522 0.0686104 0.0384828 0.0216838 0.0287499 0.053496 0.0301276 0.0257802 0.0063797 0.0226444 0.0280544 0.0138933 0.014203 48.7853 9.59075 0.86691 0.130927 39.1945 0.855208 0.715605 0.149605 0.735984 0.119505 0.098279
internal_count=4633 1799 1781 1319 462 625 237 388 141 102 694 194 247 268 79 238 131 115 169 2834 540 253 47 2294 109 92 77 206 140 133
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=4 7 15 22 22 23 16 15 5 4 22 6 22 9 13 3 6 22 2 22 16 16 22 21 6 2 22 8 21 7
split_gain=0.00221061 0.0140238 0.0624354 0.045005 0.0343945 0.0397905 0.014844 0.0121867 0.0603653 0.0214935 0.0194802 0.0172431 0.0194147 0.0188121 0.0129062 0.0759805 0.00896886 0.0148997 0.0664964 0.025368 0.00955455 0.0561443 0.0134175 0.00874384 0.0637418 0.031112 0.0288072 0.0267832 0.00992074 0.0158771
threshold=240.27283890470002 22.958251375150002 40.957632625650007 -0.036264999999999999 -0.047144999999999999 0.081515000000000018 22.594947163200004 25.716185026400002 16.904667913650005 252.13038187165003 0.63131000000000015 11.085259005300001 -0.084729999999999986 184.36538191430003 105.40368946235002 81.699554126200013 16.515385879350003 -0.088274999999999992 283.83865810395008 -0.020814999999999997 18.874955862150003 18.634956423400002 -0.5340649999999999 2.4659823166500003 14.555340083200003 185.00267682035005 -0.071969999999999992 8.4434108459500017 4.7516206878500009 24.123805364200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 8 9 -3 11 13 -13 -11 15 -9 20 -18 19 -19 21 22 -16 24 -22 -26 27 -27 29 -25
right_child=1 7 3 -5 6 -7 -8 14 -10 10 -12 12 -14 -15 16 -17 17 18 -20 -21 23 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=0.00056986996450805597 0.00051281387615690591 -0.090586763896140371 -0.096922299821748548 0.012242777372342469 -0.0031925630329357672 -0.09557309397155031 0.10025313510987305 -0.0010246646299354339 -0.10352274418129077 0.0020980988082668003 0.084056367740591928 0.044265282865907418 -0.0054487693702687818 -0.092160977901487154 0.0080329667729057141 0.091275571530347765 -0.0013341975419113973 -0.09845983676256817 0.0020675080390598929 -0.030217057996114322 -0.0013855646319556349 0.00098919866889462366 -0.10050086963836842 -0.019036706549674862 0.09447282435305604 -0.10052275028128391 0.062301619621546379 0.043519511888155414 0.0014698841360945337 0.0035925977970247716
leaf_weight=28.155742865778393 0.57498345448951937 0.027888249497255879 0.12967443624188491 0.053282985846635711 0.019818582968176623 0.04659048317105885 0.046227442566305399 0.54283416693759079 0.0662482439159362 0.040917426919585886 0.025884809392864305 0.090532470178573021 0.59374984886289894 0.043879553470496546 0.013380208984017372 0.10671973973188642 2.5742773669981038 0.10726092143818311 0.51634844803629676 0.11068077132676857 1.0438539059796301 0.53732312353304224 0.076597353534000656 0.63138889342690052 0.11159568471703085 0.028378280642073039 0.073223311759648024 0.023680496165980003 11.974252053435405 0.60919981758024733
leaf_count=2007 258 85 97 34 109 55 7 92 46 631 48 70 70 236 2 47 51 35 10 21 34 27 116 38 20 24 33 20 251 59
internal_value=-8.02111e-06 -0.000788752 -0.0132128 -0.06513 0.000600967 -0.00668937 0.0692119 -0.000247137 -0.0116912 -0.00429775 -0.00127064 -0.00414248 0.00112854 -0.0466778 0.000286111 0.01414 -0.000202122 -0.00491826 -0.0174833 -0.063803 0.000829669 -0.0112531 -0.0843612 0.00135256 0.0092418 0.0560736 0.0218693 -0.0350008 0.000587961 -0.00792443
internal_weight=48.9964 20.8407 0.870577 0.182957 0.68762 0.621574 0.066046 19.9701 0.889101 0.822852 0.794964 0.769079 0.684282 0.084797 19.081 0.649554 18.4314 3.30857 0.73429 0.217942 15.1229 0.627301 0.0899776 14.4956 1.28073 0.236878 0.125282 0.0520588 13.2148 1.24059
internal_count=4633 2626 560 131 429 313 116 2066 1186 1140 1055 1007 140 867 880 139 741 117 66 56 624 145 118 479 131 97 77 44 348 97
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=4 23 23 23 7 5 3 18 21 21 15 16 10 23 23 17 21 17 12 5 19 7 23 8 2 16 8 22 4 12
split_gain=0.00221935 0.0219407 0.0177698 0.0176752 0.0239836 0.0239319 0.0562297 0.0222449 0.0216457 0.0464174 0.0249964 0.0371495 0.0207902 0.0192171 0.0169883 0.0164501 0.0136454 0.0118515 0.0104357 0.00948503 0.00894816 0.00874828 0.00677582 0.00627647 0.00604886 0.0331198 0.0915109 0.020972 0.016153 0.0667341
threshold=308.58584608000007 0.25799500000000009 -0.25587999999999994 -0.21029499999999998 23.209106085000005 21.191508333600002 82.705037467000025 13.629518043050002 8.449163415300001 6.4178488307500006 48.268997165750008 22.594947163200004 61.998532946250002 0.079745000000000024 0.12140000000000002 209.54662559615002 7.3938557349000016 200.68261045605001 322.74414298955008 22.958759589950002 11.850956171350001 24.103872582350004 0.078385000000000024 7.8438787148500007 189.32640726775003 22.574947209950004 8.3434888241000014 -0.087660000000000002 273.29151239050003 212.31925379130004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 20 16 7 6 14 -5 9 10 11 -7 -13 15 17 -8 23 21 -19 -14 -2 -6 -9 -4 28 26 27 -26 -1 -30
right_child=1 -3 3 4 5 8 13 22 -10 -11 -12 12 19 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=5.8371332708916482e-05 0.0011728351467514826 -0.069535310580173301 0.017832897522118477 -0.094308574569616319 0.057524309830977331 -0.075981099611656736 -0.10022830214492516 -0.049328486087335255 -0.00081943638490885944 0.085151208137513562 -0.093367310258565206 -0.034623871791104752 0.10023592897271277 -0.099781136524512121 0.086062857346426505 0.072247748063750075 0.072039985284909513 0.050652538978855736 -0.064072516433463775 0.032268161124368672 -0.10121497034676252 -0.071913334434809684 0.073529330134407364 -0.10018717430844915 0.054529777094385924 -0.00035185102906518632 0.077287298447303546 -0.0038636802174349069 -0.0025458876406061213 -0.088602220714274885
leaf_weight=39.599345769293926 0.012555570702658669 0.04797091342174864 0.012389888567645779 0.051001323109220453 0.0063901046287361254 0.034813267705459672 0.0093110357074976946 0.0068944796946936995 3.0539910606264584 0.094563759717857465 0.025599793513265467 0.026318884040847479 0.042617578423232771 0.095147526714072228 0.028144190582487516 0.013616939131566141 0.056236088660853056 0.039753215834197775 0.0099041132930874909 0.039619932275854808 0.026659898217957334 0.02855417597363008 0.01286671365796721 0.0070816990919411174 0.06884380930152012 3.9321956991074103 0.21804090677551358 0.57697226564083159 0.62529688674869177 0.10528451014215534
leaf_count=2581 32 20 51 132 16 40 45 33 60 22 32 33 24 109 38 18 51 189 147 32 44 259 37 9 96 106 32 86 244 15
internal_value=-9.22214e-06 -0.00233611 -0.00147281 -0.000762107 -0.00176246 -0.000612868 -0.0317476 -0.0594082 0.00155337 0.029051 -0.00234552 0.0139071 0.0427337 -0.0799773 0.0187621 0.00220534 0.0470586 -0.00362664 0.0277707 0.0674908 -0.0684336 -0.0482437 0.0306655 -0.0250903 0.000185794 0.00354313 0.0212727 0.00236105 -0.000213462 -0.0149475
internal_weight=48.908 3.782 3.73403 3.69482 3.61911 3.54835 0.230821 0.0707625 3.31752 0.263533 0.168969 0.14337 0.108556 0.118076 0.112746 0.022928 0.0757077 0.0846016 0.0496573 0.0822375 0.0392155 0.0349443 0.0197612 0.0194716 45.126 4.79605 0.863857 0.645816 40.3299 0.730581
internal_count=4633 1473 1453 1377 1266 1064 821 202 243 183 161 129 89 172 649 63 111 611 336 56 76 275 70 60 3160 320 214 182 2840 259
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=3 22 3 21 13 0 18 12 19 23 7 17 5 3 17 7 15 20 23 6 5 20 18 18 16 9 22 16 6 23
split_gain=0.00198343 0.0173688 0.0333409 0.0225746 0.0171263 0.0146656 0.0118658 0.00625389 0.00687451 0.00622608 0.00543512 0.0703354 0.0247815 0.0573411 0.0321888 0.0532955 0.015348 0.0123963 0.00919991 0.0085339 0.00837419 0.0097703 0.00743382 0.0112163 0.0066441 0.0143026 0.0619615 0.0325623 0.00890022 0.00703712
threshold=93.883646373400012 -0.088039999999999993 94.16862293520002 5.1836832807500004 116.51508691550002 84.546631286350006 12.678381831100001 113.06878671485002 14.351157895250003 -0.15849499999999997 22.557405306150006 189.44392401325004 21.482549112100006 93.716961969300016 184.58362717140002 22.040683815500007 30.505324983850006 40.986363433950011 0.080375000000000016 16.455384477450004 22.127107789600004 44.026978245600006 13.193283301750002 13.431207332600001 22.654947022900004 194.57718764590001 -0.078504999999999991 22.704946905950003 16.425383776450001 0.43380000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 5 9 6 7 8 -4 -5 11 12 14 19 15 16 18 -16 -1 20 -14 -22 -13 -24 29 -26 -27 28 -28 -12
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 24 22 13 -15 17 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.050683621023194819 -0.10051095628772554 -0.00058613980794064392 -0.10017779588653093 0.055282294618605857 -0.10041274206761364 0.089964013586969024 -0.084628000609489773 0.07961486650449974 0.043985247989989089 -0.061336331194221286 -0.00026320737516345103 0.098629433586963355 -0.1008452574916897 0.04072891500528087 0.0095035699102590174 0.092728804139750667 -0.10092750968257985 -0.011701002108942352 -0.080651546501453272 -0.10259213706189391 0.063250693898873417 -0.079709340192227612 0.086902389339865702 -0.033826082054652984 -0.00098713579282443099 0.0010849791742009597 0.096893869836911076 0.008981330770217474 0.052798935164375116 -0.011921990082568038
leaf_weight=0.018924621415567056 0.051733619240593831 2.6488730844221058 0.005657277508817061 0.013853797015144664 0.031430347519034285 0.027476605931866516 0.012732266560607997 0.013806944052770831 0.0079645639925729483 0.0068375078716371709 40.412259284117951 0.07959141265018832 0.013656321091957468 0.05996484644128941 0.55418040553104198 0.094912030197704667 0.021001844565034844 0.54863565991395546 0.0074267218574242113 0.068794514052569866 0.011031743487592394 0.008436467430783523 0.020772132018464617 0.012223970783367122 2.1738034789232183 1.1014663618407214 0.10663734631088972 0.1079626200007624 0.080201147360639879 0.52443045875999317
leaf_count=61 84 357 41 40 97 15 227 73 9 41 3106 21 17 16 19 30 6 53 31 9 9 37 10 52 34 33 32 19 13 41
internal_value=-8.69592e-06 -0.00258289 -0.0334247 -0.00444473 -0.0539032 0.033668 -0.00484745 0.0321862 -0.015887 0.0167453 0.000149044 0.00603012 -5.58905e-05 -0.0368619 0.00472958 0.0494963 -0.0371564 -0.00104541 0.0136688 -0.082513 -0.0408119 0.00129956 0.0820847 0.0421765 -5.17481e-05 0.00408561 0.0119832 0.0527023 0.0779659 -0.000412565
internal_weight=48.8467 2.82037 0.171493 0.119759 0.0521217 0.0676377 0.0401611 0.0274288 0.0136218 0.0206913 46.0263 1.51955 1.40697 0.161884 1.24508 0.142265 0.0473532 1.10282 0.0263513 0.101919 0.0331245 0.0194682 0.112588 0.0329961 44.5068 3.57007 1.39627 0.294801 0.186838 40.9367
internal_count=4633 984 627 543 178 365 350 123 50 81 3649 371 288 88 200 128 98 72 92 72 63 46 83 62 3278 131 97 64 45 3147
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=21 4 18 15 16 23 21 17 17 4 23 23 23 20 9 16 13 22 4 20 2 21 9 9 22 6 15 13 21 18
split_gain=0.00222106 0.0174284 0.0187798 0.0148415 0.0365331 0.0264941 0.0259181 0.00915847 0.0258054 0.0122836 0.0190197 0.00918888 0.00972839 0.00862354 0.0785167 0.0684063 0.0545019 0.0454761 0.0212947 0.00978344 0.00870373 0.00912756 0.013383 0.0728527 0.0080902 0.0530763 0.0285873 0.0213435 0.0369129 0.0271008
threshold=4.5589219677500008 156.40313730310001 13.023955459300002 44.024213102900006 22.694946929300002 0.07914000000000003 1.1709819147500002 179.88087463185005 174.72950843050003 164.41789168470004 0.080545000000000019 0.075810000000000016 -0.17949499999999999 42.206017975500011 197.89372115420002 22.554947256700004 111.12203990580001 -0.101255 235.16798915710004 41.976795488650005 67.992056490600007 1.0000000180025095e-35 191.61296531520003 201.16241229375001 -0.21563499999999999 13.775321858200002 23.949961253350004 109.64607639220002 3.1113400544000003 14.646070254650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 5 -5 -7 8 9 -3 11 12 -11 19 15 16 18 -16 -15 20 21 -1 -23 -24 25 26 -22 -27 29 -29
right_child=1 7 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 17 -17 -18 -19 -20 -21 24 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.0004489869896505545 -0.0074453978265806593 0.09491996763732774 0.059960575711239375 0.040968623426638748 0.063565653964732766 0.0049283947563927991 -0.10106747676810533 0.00044091737046742289 -0.08431877517554269 0.023875012558407453 -0.10037160050439647 0.08798138516966178 -0.10013588608951328 -0.10060852837822357 0.057448119472183701 -0.011765545995627444 0.099696441033756661 -0.088402736529452922 0.027481741627575797 0.012339263216336412 0.086507420424753623 -0.00010863368998275648 -0.080914150766668858 -0.0039261190254435618 0.00069084093349939721 -0.10074574488816919 -0.10026802897593108 -0.096875438766739722 0.099857580988369207 0.10012216309470801
leaf_weight=1.1031974236250772 0.070008562390852513 0.013622736113577782 0.1009085617843084 0.025139316013791269 0.033805951461545192 0.031691324929852271 0.084786926775905158 30.620101504419793 0.048010950090059623 0.026117001288795905 0.017050331366149862 0.014828362787923766 0.0083478388731137443 0.021017629689034645 0.024714661277926098 0.59381007989577483 0.11419373664043064 0.15834212763955158 0.033934009730316461 0.61091558818179592 0.051259148399957932 0.53624854120425858 0.15802090561192017 0.55324168122024275 13.612511164026655 0.059153177493985964 0.0097540952956478577 0.041715090466823312 0.018980202760303655 0.0083873894764110446
leaf_count=55 33 14 21 59 22 17 56 1760 82 167 166 22 125 85 85 31 95 149 104 33 145 12 28 57 948 57 15 177 9 4
internal_value=-6.72401e-06 0.000506354 0.0323507 -0.000893725 -0.0298375 -0.052134 -0.0722282 0.000329343 -0.0263662 0.00842788 -0.00933209 0.0221581 -0.00616206 -0.000607018 -0.00989611 0.00421548 0.0603192 -0.0687113 -0.0215096 -8.28037e-05 -0.000552629 -0.00617735 -0.0120371 -0.0210305 0.000405371 -0.0201282 0.0566479 -0.0566575 -0.0189061 -0.0638971
internal_weight=48.8038 30.919 0.170917 17.8848 0.175424 0.141618 0.116478 30.7481 0.127977 0.0799663 0.0663435 0.0492932 0.0344648 17.7094 0.946012 0.762955 0.169145 0.183057 0.0549516 16.7634 16.1525 2.35071 1.24751 0.711263 13.8018 0.189249 0.0610132 0.128236 0.0690827 0.0501025
internal_count=4633 2390 54 2243 154 132 73 2336 576 494 480 314 292 2089 549 315 284 234 189 1540 1507 152 97 85 1355 407 160 247 190 181
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=17 10 9 7 16 17 9 22 22 22 9 2 12 12 10 23 12 12 22 23 13 12 0 20 22 21 18 2 8 23
split_gain=0.00191554 0.0203142 0.0182661 0.0243692 0.0136349 0.0044892 0.00435564 0.0273993 0.00439914 0.0114548 0.00328269 0.00282528 0.0429082 0.0212582 0.0130418 0.0262405 0.0117218 0.0114654 0.00951757 0.0468565 0.106869 0.0427439 0.0409227 0.0197496 0.0528446 0.0276502 0.0235443 0.0173382 0.0121207 0.0107412
threshold=212.38791228795003 65.644082171150004 210.61272793875003 27.710259192450007 17.684958644900004 208.35751021765003 221.38017838285003 0.067985000000000018 -0.082484999999999989 -0.098419999999999994 202.49517884540003 121.84632764400003 150.80177373595004 145.32166322050003 62.025417527550012 0.099855000000000027 144.66294237600002 145.32166322050003 -0.101255 0.086255000000000026 109.96062599345002 138.67909474840002 85.990333302400003 39.683197198900011 -0.13006999999999999 3.2705789058000003 13.531614672700002 63.548891378550003 8.543332867800002 0.097005000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 10 -4 -5 11 7 8 9 -7 -3 17 13 16 -15 -16 -13 18 19 20 21 -1 27 24 26 -26 -21 -22 29 -25
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 23 22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.091202594884022381 0.08225339472196215 -0.00090258606569490864 -0.10019670509835595 -0.10007856079137133 0.087108382140842641 -0.10048715165347842 0.00040055235625876048 -0.0029139701012376616 -0.083776446913174415 -0.00094905802556058893 0.010046962224802121 -0.066876215159294011 -0.00037378794284820277 -0.096785555903466144 -0.10067591371906637 0.051510126245290992 0.097858991697693465 0.014264091386397851 -0.00042315762883104313 0.029739217911506879 0.050648703244263842 0.10048864174407131 0.098557994258793469 -0.0016843447551115019 0.099189328664077814 0.015549137217522624 -0.10057823001796858 -0.10023940908165392 -0.013803550489592432 0.01390281101998854
leaf_weight=0.063820763302540384 0.032240698259559664 0.53901530048320656 0.037794883809198043 0.0053227716200687772 0.014470225272816606 0.019205194981630092 0.50721168412633233 0.50188179229062158 0.046041887898051748 0.029048112584860064 0.55647338259802837 0.0065468001096132813 24.563179170555749 0.075628029431527466 0.024061990826375279 0.021411661015008576 0.012695606871780285 0.62124008041791867 17.869815945741948 0.022515997887239791 0.014865616484712518 0.014225184917449951 0.18182459706440568 1.5538778631298562 0.085647679145040789 0.073394870383708621 0.036078012228554002 0.015614424279419836 0.55542623964538496 0.61789906326157495
leaf_count=292 31 162 69 117 19 34 12 26 54 24 51 120 2279 29 39 9 11 23 820 16 19 1 38 63 11 35 41 138 28 22
internal_value=-8.05649e-06 0.00396276 0.00177371 -0.0531213 0.0367697 -0.000107075 -0.00641113 -0.0122063 -0.0616645 -0.040566 0.00465944 4.27387e-05 -0.000688813 -0.0558249 -0.0713388 -0.0290178 0.0418115 0.000874539 0.000480409 0.00547133 0.0437983 -0.0562636 0.0805824 0.00169243 0.0306819 0.0605911 -0.050501 -0.0266488 -0.000620997 0.00275041
internal_weight=48.7185 1.18532 1.15308 0.0575879 0.019793 47.5332 1.10339 0.596177 0.0942952 0.0482533 1.09549 46.4298 24.7035 0.140344 0.121102 0.0454737 0.0192424 21.7262 21.105 3.23519 0.290351 0.0780459 0.212305 2.94484 0.217637 0.159043 0.058594 0.03048 2.7272 2.17178
internal_count=4633 449 418 205 136 4184 150 138 112 58 213 4034 2487 208 77 48 131 1547 1524 704 488 293 195 216 103 46 57 157 113 85
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=9 15 23 20 23 10 19 4 7 21 22 20 8 12 14 15 21 10 8 5 0 22 9 17 9 17 10 20 3 13
split_gain=0.00229254 0.0213706 0.00710158 0.0114094 0.0102701 0.00798404 0.00880519 0.00864163 0.00879732 0.00848681 0.00692454 0.00599353 0.0069002 0.00593999 0.00478985 0.00422297 0.00649866 0.00847644 0.00375377 0.00773334 0.00299797 0.00276755 0.00264642 0.0041681 0.00373534 0.0176543 0.0541651 0.0196621 0.00775216 0.0418691
threshold=177.59430306730005 32.355961258350007 -0.17949499999999999 43.564719632750005 -0.23921499999999998 80.677940036650014 10.250827068050002 256.08338064055005 20.797746106000002 4.7516206878500009 -0.16262999999999997 48.109449608500007 4.046841884750001 194.34319615655002 490.68379111130008 22.853312863800003 14.647131639200001 73.448676123850007 1.7486353823000003 2.7155367820000005 97.491557184450016 -0.60723499999999997 181.33671263215004 189.44392401325004 186.70853236170004 187.52613723835003 62.116825104000007 41.808689985400001 93.883646373400012 117.60122400020002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 10 7 -7 8 11 -10 13 12 -5 -1 -9 16 17 -15 19 -8 -11 -4 23 -2 25 -24 27 -27 -26 -30
right_child=22 -3 3 5 -6 6 18 14 9 20 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 28 26 -28 -29 29 -31
leaf_value=-0.10005059847609298 -0.010878527956630975 0.076631883608909587 0.069175154297652752 -0.10007094022666373 0.068923636395658724 -0.10004414715411468 0.07501449707040915 -0.096174354925204056 0.052495442496505423 -0.100190044118212 -0.10006955059112413 0.099936295936659425 0.083770254609507308 -0.100146518169591 0.050958006237099611 0.081514769726717062 0.059217090679196754 0.072262708407453954 0.098853469998854734 -0.081520148516786725 0.0021848997711248746 -0.10006579770685993 -0.00042967158076567059 0.0015533816117847038 -2.4919417008616965e-05 0.10032866771252878 0.0026005088698369469 0.032606655405646355 -0.10050172126024835 -0.0041343775660440795
leaf_weight=0.0044761470298737551 0.56511507551894513 0.039706573991679761 0.0010216589218359209 0.0043388143288893843 0.027110999658432888 0.004082828796860837 0.0095005083120014433 0.018376308118064344 0.0069952726180417804 0.01339533739712806 0.007054828528636036 0.010762802035060304 0.0038561202570690511 0.009067734001973804 0.0025154930483495255 0.0089068268111986981 0.010580094607576029 0.0041598001163265516 0.01205792943801498 0.0047260647083930971 0.0036371868300193446 0.017812874861174888 3.0126482628202917 0.51588170651393739 42.778670214851658 0.084799028176348545 0.62057784708872532 0.086709179337958631 0.04807879740746912 0.7240892673765984
leaf_count=124 38 18 11 29 81 111 64 238 19 108 151 12 18 49 13 28 13 16 16 60 10 610 57 16 2335 14 65 33 117 159
internal_value=-6.64558e-06 0.0100834 -0.00424358 -0.0198312 0.0204583 -0.00563122 0.0365825 -0.0256996 -5.76731e-05 -0.0402414 -0.00923842 0.0508728 -0.0135646 0.00799169 -0.0784588 0.0227745 0.000798856 -0.0459272 0.057805 0.0230137 -0.0783285 -0.0908855 -5.33378e-05 -0.00494568 5.83407e-05 0.00306314 0.0163478 0.0660905 -0.000204168 -0.0101347
internal_weight=48.6607 0.224142 0.184436 0.113079 0.0713564 0.0942447 0.0303673 0.0638773 0.0429855 0.0240278 0.0442454 0.0189577 0.00819493 0.0371906 0.0208918 0.0327145 0.0238076 0.0132275 0.0262845 0.0142266 0.0170325 0.0188345 48.4366 1.081 47.3556 3.80473 0.792086 0.171508 43.5508 0.772168
internal_count=4633 1799 1781 1319 462 698 251 447 196 137 381 59 47 230 251 106 78 65 140 124 118 621 2834 54 2780 169 112 47 2611 276
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=20 20 9 7 12 22 20 8 15 22 21 19 17 20 17 22 21 12 15 23 18 4 23 9 21 6 23 18 22 22
split_gain=0.00189026 0.0426177 0.0383452 0.0087185 0.0206084 0.00767278 0.00686642 0.0098921 0.012834 0.00659269 0.00654465 0.0706474 0.0370544 0.0390399 0.0254764 0.0213454 0.0101039 0.036256 0.00754439 0.00723452 0.00625495 0.00598603 0.0600236 0.00633812 0.0060822 0.0353551 0.0539414 0.0368969 0.0364428 0.0426872
threshold=38.474425342400004 38.751720283100006 201.81004550795004 22.093462376800005 100.38148940995002 -0.24023999999999998 38.983591653800012 8.3434888241000014 31.264641197600003 -0.11963999999999998 1.8364927951500001 14.351157895250003 193.09202135800004 36.165040341950011 198.90226058785004 0.058065000000000012 0.46270957945000007 153.14646283970004 30.054399297400007 0.079025000000000026 13.453871405300001 162.32075757215003 0.084365000000000009 188.08209940425004 1.8675847688500002 14.815346158200002 0.083395000000000011 15.771515858900001 -0.094409999999999994 -0.064729999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 9 -6 -7 8 -8 -3 16 12 19 14 -14 -15 -1 -18 -16 -12 -13 22 -5 -24 25 27 -27 -23 -28 -30
right_child=1 3 -4 21 5 6 7 -9 -10 -11 11 20 13 15 18 -17 17 -19 -20 -21 -22 24 23 -25 -26 26 28 -29 29 -31
leaf_value=0.00030527778304109742 -0.10295366202596204 -0.024323855746993681 0.011748360311175501 0.053402138483827771 -0.052778581303528006 -0.10035369976359119 0.017284347821246271 0.078832145995989367 -0.10030351382424774 -0.10100797742415873 0.00062546589840307585 0.054945332286181141 0.082483082777475347 -0.10153762863037859 -0.10048121740913936 0.0046501390197352249 -0.067961473231594835 0.041040205023283489 0.0097957599237898894 0.014315774954080034 0.097715014909208003 -0.088813803846724437 0.0034893126812448241 -0.0093168866249041474 -0.00038321341027148115 0.078535686383686923 0.07501331265636367 0.033257904211712541 -0.076597105302439836 0.014348379855381357
leaf_weight=4.2701981836194918 0.075989579696034038 0.01666454452833932 0.047278828679402807 0.22997948894464926 0.022921975179301057 0.005233723029959946 0.06586354505065195 0.020555702425724576 0.010804594468709183 0.034259516669174483 1.0293173218527352 0.07048274393309828 0.032116880768334855 0.086358804888838847 0.014077521563374162 0.02424482040021303 0.08295638346949008 0.048271324815504002 0.011091688622400397 0.61759665283251131 0.066414714674465358 0.06360351663762287 1.0893333927961064 0.598979691218119 39.558710841987789 0.12527987171779387 0.051915240226662718 0.04054412133148233 0.079988206809503026 0.14547239149396773
leaf_count=613 32 33 21 39 198 3 414 25 18 34 50 20 8 78 41 20 39 38 7 75 20 83 44 96 2274 50 33 137 45 45
internal_value=-5.68208e-06 -0.000247333 -0.0589604 -7.56666e-05 -0.0222668 -0.000477694 0.0112231 0.0172295 0.000713068 -0.0759136 0.00160263 0.00642254 0.00119709 -0.0435566 0.0234477 -0.0782608 -0.00053464 -0.0278659 -0.0518838 0.00575936 0.0756947 1.75213e-05 0.00547455 -0.00105407 -0.000243755 0.0106417 0.0240744 -0.0412919 -0.000523614 -0.017917
internal_weight=48.6365 42.2834 0.123268 42.1601 0.176304 0.12538 0.102458 0.0972238 0.0766681 0.0509241 6.35313 1.9517 1.8148 0.16789 0.0572861 0.110604 4.40143 0.131228 0.0251692 1.64691 0.136897 41.9838 1.91829 1.68831 40.0655 0.506803 0.402656 0.104148 0.277376 0.225461
internal_count=4633 3624 53 3571 725 658 460 457 432 67 1009 319 279 154 56 98 690 77 48 125 40 2846 179 140 2667 393 173 220 123 90
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=9 15 23 20 23 10 4 7 19 21 22 12 20 8 14 15 21 10 8 21 0 14 21 8 19 6 13 3 16 16
split_gain=0.00209466 0.0189078 0.00591457 0.0103358 0.00867422 0.00684158 0.0078391 0.00785299 0.00783158 0.00761383 0.00621943 0.00526344 0.00518169 0.00612727 0.00432093 0.00363575 0.00543395 0.00772281 0.00354223 0.00711348 0.00289723 0.00259147 0.0118038 0.00254492 0.0183025 0.0197892 0.00454052 0.00273718 0.0386526 0.0787514
threshold=177.59430306730005 32.355961258350007 -0.17949499999999999 43.564719632750005 -0.23921499999999998 80.677940036650014 256.08338064055005 20.797746106000002 10.250827068050002 4.7516206878500009 -0.16262999999999997 194.34319615655002 48.109449608500007 4.046841884750001 490.68379111130008 22.853312863800003 14.647131639200001 73.448676123850007 1.7486353823000003 18.870920756500002 97.491557184450016 144.12207640715005 0.91803327455000017 8.8430989333000021 14.451165964200003 18.195425133200001 117.47755492620001 85.589753040950015 20.719951547750004 19.224955043700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 6 7 12 -7 -9 11 -1 13 -5 -8 16 17 -13 19 -10 -11 22 -2 27 -25 26 -26 -23 29 -29
right_child=21 -3 3 5 -6 8 14 9 18 20 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.10004651939847697 0.017825057600682301 0.074696833226268619 -0.090524349683785157 -0.10006230221500884 0.064790143932086972 -0.10003991202243928 -0.095399962983817671 0.050537054236685974 -0.079583677170406833 -0.10016747809183812 -0.10006288512666589 -0.10013354366399135 0.099903934005943829 0.081690852252587542 0.046472824126700424 0.078357747836638986 0.054603218236839363 0.069172288871339221 0.098588531928645307 0.074057011386760047 0.0015583937114825132 -0.00094397527211778447 -0.049230635296479454 0.00032032103775929822 -0.048890709987939748 0.027731590575143308 -0.10190648484911285 0.071359652373365862 5.3256228843932688e-05 0.0023200573565924031
leaf_weight=0.0040314162819738977 0.05244187911739473 0.037113839362973522 0.016917401749525163 0.0037875334862746959 0.025636820837576124 0.0036960212870660305 0.01663740255375501 0.0067701071147894245 0.0045651800566872689 0.011986295956717186 0.0063834963301685468 0.0081829323510476115 0.0097205861720794928 0.0036349106991337976 0.0024647688852610363 0.0082259306886953709 0.010165537270495406 0.0040167018752583781 0.01088659641391132 0.0088659009402363154 0.0036530218039843012 17.034158180517622 0.052563724505489517 0.58818712330963663 0.030247880979004549 0.02485009955876194 0.034671844551667164 0.23237815671746176 29.746401644281832 0.57168389580704115
leaf_count=124 17 18 621 29 81 111 238 19 105 108 151 49 12 18 13 28 13 16 16 19 10 1434 36 88 22 38 20 58 997 124
internal_value=-6.09638e-06 0.0100235 -0.0040768 -0.0190279 0.0191623 -0.00507197 -0.024489 0.000917048 0.035583 -0.0380555 -0.00936412 0.00735838 0.0518622 -0.0110544 -0.077094 0.0215126 0.000604936 -0.04439 0.0561962 0.021835 -0.0764064 -4.90913e-05 -0.0157417 -1.49487e-05 -0.00609859 -0.0481564 -0.077205 7.17274e-05 0.000638057 0.0222729
internal_weight=48.5749 0.207342 0.170229 0.103586 0.0666428 0.0866683 0.0586546 0.0395525 0.0280137 0.0224094 0.041006 0.0346225 0.017143 0.00742244 0.0191022 0.0305911 0.0223652 0.0121996 0.0243177 0.0134311 0.0156393 48.3676 0.105006 48.2626 0.677957 0.0897698 0.0649197 47.5846 30.5505 0.804062
internal_count=4633 1799 1781 1319 462 698 447 196 251 137 381 230 59 47 251 106 78 65 140 124 118 2834 53 2781 168 80 42 2613 1179 182
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=18 7 5 19 6 18 21 16 8 7 10 10 3 3 3 3 15 20 18 0 2 8 5 0 7 6 23 10 23 22
split_gain=0.00198623 0.0143968 0.0234594 0.0199676 0.00969464 0.0212869 0.0151625 0.00934531 0.00776891 0.0063554 0.00606831 0.00381407 0.061804 0.0595988 0.0582759 0.056942 0.107493 0.0493828 0.0477603 0.0376538 0.0347839 0.034244 0.0557802 0.0246077 0.0873734 0.0179872 0.0128949 0.0110727 0.0225892 0.0787439
threshold=15.734606181450003 25.459519683700005 15.839549529050002 11.550931964450003 11.085259005300001 17.232128601400003 20.581461612800002 17.809958352600002 7.1444245619500011 23.883283491600004 89.721913187450014 66.859265246100009 86.26455603170001 89.404675128050016 88.813214339350012 85.589753040950015 32.145494189350011 41.257948413050009 13.921859755900002 92.168410086200012 98.91243606750001 8.1436447804000007 19.897785533950003 94.625660817400004 23.960918281000001 16.265380038000004 0.098085000000000019 71.053259929650025 0.10052500000000002 0.28423000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 9 5 6 -3 8 10 -2 -7 13 15 14 17 23 20 -1 19 -14 -17 22 -20 24 -13 -16 -19 -25 -29 -30
right_child=1 4 -4 -5 -6 7 -8 -9 -10 -11 -12 12 18 -15 25 16 -18 26 21 -21 -22 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=0.081182662086235036 0.032651429762633036 -0.10092953517329142 -0.088977848649566871 0.085250565247011009 0.0019640404130292391 0.055873738182992405 0.10002916568809728 0.1000730999110344 -0.10006464943146048 -0.10013986829932514 -0.049637080519856824 -0.0015677508901042895 -0.051200681311774444 -1.4231994144910401e-05 0.037803821501812801 0.023186196083361768 -0.063581306051356368 -0.020773380963094869 -0.10070404235978331 0.073760713706973943 0.099554476054419763 -0.092894024170645101 0.074149771613552046 0.0085180084099977967 -0.091031596340443222 0.1003119851865128 -0.10586132281071277 -0.00040743277708833053 -0.07989761027230069 -0.00010220914925788662
leaf_weight=0.035664209007985614 0.0062647634688496332 0.038905086249513943 0.011978295549852191 0.064340921184651734 3.786889880458034 0.015423062214621197 0.0041555677016731343 0.010551783743721899 0.0071798903001578642 0.0084864692430990374 0.0084305902225708662 0.51782663553899055 0.045278313011846261 30.415635880456112 0.073657662841924321 0.094464869881336067 0.076638576591903984 0.035921446990755612 0.035471713375500258 0.051585771378732659 0.16179179175276204 0.16657455888434924 0.037565981954685412 1.2130678471347085 0.1383264033943874 0.12275765114463866 0.035326548267221369 10.654330008274489 0.1626403760483307 0.51611358940135688
leaf_count=12 31 236 21 53 274 86 7 16 237 131 373 46 63 1789 34 16 38 40 52 24 38 51 23 114 114 21 7 562 103 21
internal_value=-5.18618e-06 0.00214036 0.0414406 0.0611922 0.0012159 -0.0322546 -0.081536 0.0187752 -0.00886715 -0.0437442 0.0185831 -0.000195853 -0.00157215 0.000425637 0.0445327 -0.000519729 0.0403268 -0.0148777 -0.0439071 0.0153485 0.0714025 -0.0678614 -0.0107703 -0.00154967 -0.020428 0.0768708 -0.0629621 -0.00056235 -0.00153429 -0.0192225
internal_weight=48.5532 3.96261 0.0910704 0.0790922 3.87154 0.084646 0.0430607 0.0415853 0.0310335 0.0147512 0.0238537 44.5906 13.8717 30.719 0.303328 13.5352 0.332895 0.106912 0.336476 0.0968641 0.256257 0.239612 0.0730377 13.2023 0.656153 0.196415 0.071248 12.5462 11.3331 0.678754
internal_count=4633 1465 236 215 1229 955 243 712 696 162 459 3168 1265 1903 114 1052 92 59 213 87 54 126 75 960 160 55 47 800 686 124
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=9 9 23 15 15 22 22 23 22 2 0 9 17 5 23 13 5 12 20 7 7 5 7 0 20 13 23 23 6 0
split_gain=0.00308374 0.0021135 0.0497898 0.0170743 0.0239714 0.0241321 0.0196259 0.0129418 0.0214298 0.00950791 0.00892153 0.00816438 0.0147448 0.0572616 0.0585846 0.0655939 0.0427365 0.0393597 0.0412848 0.0187581 0.0492512 0.0129006 0.0121001 0.0335636 0.00907878 0.0404823 0.00861844 0.0174066 0.0226665 0.0532224
threshold=21.030606243000005 207.09414646890002 0.076835000000000028 22.853312863800003 20.734744936600006 0.059500000000000011 -0.14314999999999997 -0.098985000000000004 0.022350000000000005 73.064159960350011 98.752444047600008 204.68881850780005 196.58703564235003 21.757682542950004 0.090465000000000031 117.45067034490002 22.705169530700005 103.28033049195001 36.654713368950006 23.432223030750006 23.209106085000005 22.705169530700005 24.673428656250003 96.324766355850002 37.500638522700008 109.64607639220002 0.090465000000000031 0.08846500000000003 16.565387047600002 86.624809421150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 7 4 5 6 -4 8 -3 -5 -6 12 26 17 15 -15 -16 18 -14 20 -19 -17 -13 -24 25 -21 27 28 -2 -30
right_child=1 2 3 9 10 -7 -8 -9 -10 -11 -12 22 13 14 16 21 -18 19 -20 24 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10006111819754245 -9.9311087206487825e-05 0.054535704028914271 0.031189386467460386 0.012175127618507489 -0.029279391685113204 0.078537089544341826 -0.084305584376860282 -0.099350132423615234 -0.10046606112784034 -0.000917890350064954 -0.1009481289856205 0.0020930810163526628 0.021717865514731059 -0.094835160399270035 -0.093316350509853249 0.092198912211749182 -0.016347778070152693 -0.02839982614598684 -0.088648612390102993 -0.093433627984602516 0.093034830032317412 0.019643191465146946 0.066400541051367029 0.0068169675563517556 -0.0020177028995994584 0.06013825110931599 0.0025348837721224636 -0.010446932714032192 0.064507543574044396 -0.10130108023528672
leaf_weight=0.0030801027478223322 11.23079915513472 0.017612358390238114 0.0262829072003683 0.59794860771216729 0.027567107672439306 0.028382546945483256 0.03342314164982596 0.062932641682958201 0.018071892024181579 7.656401153146021 0.046952627406085412 3.7186977090841546 0.050662755649282576 0.03888066688599412 0.18636571471688512 0.052841012366116047 0.117698593001478 0.062806280978463636 0.10239769296322265 0.021736108913445018 0.071331005154661398 0.045699016737444254 0.11275433923219669 0.58524378003033739 6.8884825501767111 0.081619967124424875 14.723080312922812 1.6950330063702779 0.12644560056219667 0.022858514916151762
leaf_count=142 1368 42 66 34 13 32 156 57 12 519 45 110 15 26 28 15 30 34 45 110 18 29 37 74 492 12 557 89 423 3
internal_value=-5.33628e-06 1.02441e-06 -0.00142926 -0.000601582 -0.0326912 0.00262319 -0.0334641 -0.0720716 -0.0239632 3.05734e-05 -0.0744357 0.000306009 -0.00019819 -0.00406432 -0.0390337 0.0151528 -0.063523 -0.00194337 -0.0521175 -0.000865668 0.0361762 0.0585504 0.00436074 0.0164421 -0.00157631 0.0278416 0.000875566 -0.000992887 0.000415265 0.0391222
internal_weight=48.4541 48.451 8.51557 8.41696 0.162608 0.0880886 0.059706 0.0986169 0.0356843 8.25435 0.0745197 39.9354 35.5187 7.72052 0.441485 0.137421 0.304064 7.27904 0.15306 7.12598 0.134137 0.09854 4.4167 0.697998 6.99184 0.103356 27.7982 13.0751 11.3801 0.149304
internal_count=4633 4491 976 865 312 254 222 111 54 553 58 3515 3294 854 128 70 58 726 60 666 52 44 221 111 614 122 2440 1883 1794 426
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=9 19 21 23 15 18 16 21 16 21 9 12 13 19 22 6 6 0 17 22 16 22 22 10 3 20 22 0 3 9
split_gain=0.00279001 0.00213937 0.0466418 0.0508196 0.0297509 0.0217567 0.0171797 0.048342 0.0158344 0.0885583 0.0568036 0.0482611 0.0417804 0.06052 0.0146965 0.0469037 0.0127796 0.0179438 0.0102066 0.0108517 0.00906764 0.0140335 0.0218539 0.00859169 0.0279167 0.113867 0.0234053 0.016666 0.0342278 0.0152865
threshold=21.030606243000005 12.851036860900001 11.534227923400001 0.090665000000000009 25.716185026400002 15.589604336850003 15.614963485400002 0.22610259290000004 18.634956423400002 5.7892729308500011 185.62570708695003 95.011694655150009 107.92277473060001 13.051052998800001 -0.58835000000000004 13.825323026450002 14.865347326450001 93.72771580185001 199.73283952805005 -0.15734499999999998 18.834955955700003 -0.060989999999999996 0.067985000000000018 66.859265246100009 84.812788641250009 38.171717059500004 -0.117885 93.843319501450011 86.26455603170001 208.34925031750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 18 -5 14 -8 9 11 -11 -3 -13 -14 15 -2 -9 -18 19 -4 21 -10 -23 29 -25 27 -27 28 -26 -22
right_child=1 8 3 5 -6 -7 7 16 20 10 -12 12 13 -15 -16 -17 17 -19 -20 -21 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.10005530052229612 0.084013574946720515 -0.096904478772742372 0.023680683943727063 -0.10061488613485228 0.094685093105566914 0.026736732251491403 0.071669667093163497 -0.088966791701647896 -0.0020816448740242225 0.058660414669133132 -0.094374666422565978 -0.0034274613384694917 0.083319039765106004 -0.1006100795901189 0.00030108593270139136 -0.1005951312577632 -0.10098845908723725 0.10010676901709675 0.07051457007390588 -0.080410833806276061 -2.0264884031212032e-05 0.025528745383548154 -0.0014894741251920167 -0.00063859298520208528 0.068533845891708953 -0.020474762617238365 -0.10110288219262936 -0.01025212466579396 -0.0131794155892992 0.013933208884149209
leaf_weight=0.002787146039238019 0.062469987377196001 0.050130804067610835 0.025478464960627889 0.028982032070075547 0.1326380489203558 0.024974817961762596 0.0312596828375441 0.078070142661914588 1.0874912358249278 0.028280643021943663 0.17037458014141293 1.0737353259348443 0.11654306232997935 0.021133494570676703 8.0291978395909069 0.017651418995228596 0.0084244188091595618 0.0093752432148903608 0.019370871108776555 0.01650217313094593 29.809148604949034 0.67589224540870307 0.53741319852997549 4.5338197731762184 0.09188322334375687 0.045837309558919404 0.16781212076239183 0.55512498837379098 0.11595110915368423 0.80637008363191753
leaf_count=142 105 29 107 46 26 43 48 167 72 122 189 177 83 161 1169 6 79 3 86 121 1157 42 23 50 17 26 86 31 28 192
internal_value=-6.78347e-06 -1.01869e-06 0.00144094 0.0441744 0.0680509 -0.0416681 0.000154513 -0.0363214 -0.00030774 -0.0105288 -0.0725885 -0.000756274 0.00322254 0.0550857 0.000726344 0.0433427 -0.0715334 0.00493022 0.0104695 -0.0172367 8.06564e-05 0.00616762 0.0135615 -0.000307012 -0.00394204 -0.019278 -0.0838046 -0.0012088 0.0229459 0.00034725
internal_weight=48.3741 48.3713 8.4844 0.247946 0.19399 0.0539569 8.23645 0.127129 39.8869 1.4602 0.198655 1.26154 1.21141 0.137677 8.10932 0.0801214 0.0958698 0.0177997 0.0613515 0.0419806 38.4267 2.3008 1.21331 36.1259 5.51043 0.976609 0.213649 0.762959 0.207834 30.6155
internal_count=4633 4491 2006 429 340 89 1577 297 2485 761 311 450 421 244 1280 111 249 82 314 228 1724 137 65 1587 238 188 112 76 45 1349
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=4 4 19 15 3 21 22 22 17 4 21 2 9 23 21 9 23 9 8 15 13 18 15 5 6 13 12 6 22 2
split_gain=0.00224228 0.0290029 0.0431487 0.0446599 0.0378571 0.0307221 0.0234036 0.0333206 0.00738266 0.0110236 0.00957901 0.0311935 0.108325 0.0343768 0.0211381 0.0133971 0.00847025 0.00953867 0.00746058 0.00613362 0.0283882 0.0293317 0.0218308 0.101065 0.020877 0.0261837 0.0290819 0.0205169 0.0174636 0.0222804
threshold=202.17358131775003 212.32969527125002 13.351077205700003 40.292677025400003 85.589753040950015 5.3283630236500015 -0.099379999999999996 -0.117885 200.85989963400002 201.80971861865004 6.6686919569500009 95.315866703450013 186.16747084260001 0.10787500000000003 12.092691673150002 197.61184394335004 0.10249000000000003 189.34276022045003 8.1436447804000007 25.716185026400002 104.19926021995002 14.830595894550003 28.579157549250002 16.810410538500005 13.705320222600003 99.322397171300011 179.47323713510005 13.775321858200002 -0.14510999999999999 137.50513673700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 6 5 -2 7 -4 9 10 16 14 13 -13 15 -12 -1 -18 -10 20 24 -22 23 -21 25 -3 -27 -26 -29 -30
right_child=1 19 3 -5 -6 -7 -8 -9 18 -11 11 12 -14 -15 -16 -17 17 -19 -20 22 21 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.00073039859482797263 0.075905472166542781 -0.0016824313910402872 0.075515801793432896 0.030708229307704907 0.096031492820913542 -0.090197878934468997 -0.092911540038813384 -0.08423385161351947 -0.0012789315560200864 0.014722156827875425 0.018618592476905074 -0.10223135166864333 0.07698667726487407 0.027127202691263976 -0.013447663516677619 0.0026396070528001726 7.4375654555843289e-05 -0.015267933638284102 -0.013989985054269695 -0.002800847406337376 0.023550669137878968 -0.090350308978743604 -0.00035803515718265349 0.088149291125893911 0.10003201928851818 -0.092777138800181014 0.005367676813263964 -0.069166193046795818 0.097851566169481388 -0.02178825879441686
leaf_weight=11.990883362643499 0.017180632120132766 1.144413513443683 0.022903698168533992 0.053229146113153547 0.044151437254043913 0.031644606578538514 0.14707378017351402 0.030369241896551102 2.0322360323859523 0.60968757968475884 0.69851004293946095 0.056622203054032982 0.20403587953575197 0.032241284381598234 0.64596076711598005 2.1086985928549211 0.88545608661661279 0.74719089138761774 0.59751722809414776 0.5478222287507063 0.03237015344805616 0.074977255167937074 25.128646910398157 0.1572482327136413 0.036322151161584659 0.069670032735189014 0.053281428899126126 0.020893075199179378 0.03034530759214249 0.031959684983274173
leaf_count=908 39 1246 39 15 57 29 34 16 45 13 54 51 39 4 51 72 21 62 60 93 186 35 1124 60 10 63 126 37 10 34
internal_value=-7.88045e-06 -0.000595957 -0.0293435 -0.0507099 0.0289294 -0.0317494 -0.0723415 -0.0155525 0.000781809 0.00150566 0.00104175 0.00552014 0.0368526 -0.0552977 0.00286251 0.00661561 -0.000189678 -0.00694713 -0.00416706 -0.000231403 -0.0064607 -0.056004 0.000128902 0.0174833 -0.00262597 -0.00639373 -0.0502458 0.0373265 0.0099509 0.0364817
internal_weight=48.2835 27.6745 0.346553 0.253576 0.0929767 0.0488252 0.200347 0.0532729 20.609 17.9793 17.3696 3.74607 0.292899 0.0888635 3.45317 2.80721 13.6235 1.63265 2.62975 27.3279 1.49423 0.107347 25.8337 0.70507 1.38689 1.26736 0.122951 0.11952 0.0831981 0.062305
internal_count=4633 3253 229 104 125 68 89 55 1380 1275 1262 271 94 55 177 126 991 83 105 3024 1747 221 1277 153 1526 1435 189 91 81 44
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=15 21 8 16 18 20 22 8 9 4 12 20 23 22 15 22 16 22 4 2 4 15 21 2 21 6 10 5 10 15
split_gain=0.00206959 0.00882787 0.0326062 0.0180301 0.00970928 0.0340708 0.00529031 0.027971 0.0346076 0.0260412 0.0227231 0.0213746 0.0190422 0.0167989 0.0158116 0.0137474 0.0253612 0.0155455 0.0172855 0.00718365 0.0065825 0.00736386 0.00640176 0.0062958 0.00417084 0.0815246 0.0852361 0.0261538 0.00604814 0.00514046
threshold=45.793006327050001 14.028898926300002 8.543332867800002 22.724946859200003 13.679220276500002 40.679780036550007 -0.27494999999999997 8.3434888241000014 214.52351813370004 222.34787280370003 199.81321265885003 42.027798546600003 0.10990500000000002 -0.58835000000000004 33.423812040500003 -0.16533 22.399947619200002 -0.24150999999999997 208.25848595475003 35.561888367500011 297.66457818680004 12.38011581135 5.0192588681500014 319.32263744460005 15.294585115650001 16.495385412050002 62.132955852800002 13.153721664750002 80.677940036650014 38.86986296220001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 7 9 -9 13 11 -11 20 -1 -15 16 17 -8 19 -19 -12 -22 -10 -20 29 26 -26 28 -28 -17
right_child=1 -3 3 -5 -6 -7 15 8 22 10 12 -13 -14 14 -16 24 -18 18 23 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.089784582125013224 0.042272720991225199 0.0012708183264597862 -0.1009213755416758 0.0063982656699512006 0.00017013085471437401 -0.091854504767890671 -0.084380872053814754 -0.090455155054398245 -0.01053739748912803 -0.095226125252001886 0.083474896052125935 0.034309988158311676 -0.10043501989739641 -0.10020019434452582 0.10006033404045714 -0.00043021570046620377 0.060702590461809293 0.1000374744460627 0.050318754144301953 -0.10040775545976888 0.095997923517815997 -0.10006681030453153 0.070641109845054548 -0.039942428171618909 0.072210060555614533 -0.075691163395564795 -0.10005563808385971 -0.10060134389357561 0.058936578831666558 0.0020251481724971056
leaf_weight=0.050311628464442038 0.031872420281615077 1.5426386570457564 0.058728823486035253 0.021343901793215991 0.54771673749235106 0.046669909209413163 0.021897782595575066 0.076839989375457662 0.022399805444024423 0.044369033061396057 0.031523357835606003 0.017868526489721148 0.008699315528929219 0.010576305060287505 0.0062858713208697728 33.722862368504828 0.10391343615629012 0.0020249886438222777 0.05068790957821534 0.015273799513749964 0.003275669054394803 0.0046136908643577001 0.01715369267776623 0.0091177286859647211 0.13918783672852253 0.12294206378736305 0.002796531717358163 0.050844155373852118 0.016564703041205497 11.41185712126048
leaf_count=32 25 37 68 14 45 69 137 50 34 85 17 34 10 100 4 2644 37 2 174 175 24 86 12 74 22 35 71 48 75 393
internal_value=-6.67292e-06 -0.00296862 -0.0122276 -0.0723146 -0.00454496 -0.0374258 0.000138252 -0.0132349 -0.0513332 0.0117442 -0.0181383 -0.0580361 0.0334734 0.0608336 -0.0255472 0.000224318 0.0261951 -0.0100242 0.0110932 -0.0769437 0.0630301 -0.0186606 0.0246684 0.0365579 0.000108413 -0.0110533 0.0268979 -0.0629372 0.0359718 0.000190598
internal_weight=48.2129 2.24897 0.706332 0.0800727 0.626259 0.0785423 45.9639 0.293917 0.116393 0.177523 0.11035 0.0622376 0.048112 0.0671738 0.0168622 45.67 0.202916 0.0990022 0.0771044 0.0172988 0.0394127 0.00788936 0.0395535 0.0598056 45.4671 0.332335 0.209393 0.0702054 0.0193612 45.1347
internal_count=4633 258 221 82 139 94 4375 488 96 392 256 119 137 136 104 3887 599 562 425 177 127 110 46 248 3288 251 216 194 146 3037
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=12 2 2 9 20 17 22 9 8 18 23 15 16 6 5 6 12 4 8 14 2 17 12 17 0 5 20 20 21 21
split_gain=0.0023683 0.00277358 0.00658311 0.00554516 0.00444126 0.0156749 0.0170832 0.0139642 0.0132974 0.00419191 0.00258528 0.0165959 0.0407235 0.0300861 0.0261787 0.0262927 0.0175809 0.0110598 0.0290203 0.0365168 0.00904215 0.0107455 0.0241769 0.0404919 0.0192788 0.186518 0.0180161 0.0132493 0.0550755 0.0718529
threshold=66.834523482800009 60.643165405350004 62.357017394150006 201.16241229375001 34.823977857500005 199.89028782265004 0.23643500000000003 193.70978346765003 7.943800736700001 13.552878921100001 0.090465000000000031 43.79812286300001 22.624947093000003 16.495385412050002 24.458659404000002 16.345381907250005 87.111491403900018 312.89209607035008 8.1436447804000007 426.65082842125008 72.043920985000014 194.12402802835004 120.41084184385001 197.38773738110004 86.345209775600011 21.701709660250007 41.289992964000007 41.257948413050009 6.6209860876500004 2.6652760371500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 5 6 8 -7 -4 -2 11 16 13 -13 -14 -16 -6 -18 -19 -20 -12 24 23 -23 -22 -26 -27 -24 29 -29
right_child=1 2 4 -5 10 7 -8 -9 -10 -11 20 12 14 -15 15 -17 17 18 19 -21 21 22 27 -25 25 26 -28 28 -30 -31
leaf_value=0.02036259952617378 -0.0018916868387714076 0.010692059460076208 -0.074612484876334387 0.0018037393047945873 -0.10035889333850673 0.09354141584952641 -0.053019867309493998 -0.073017694064569927 0.077551016106087167 -0.01389516282282017 -0.011201522618718193 -0.091440874524000404 0.051379523712800634 0.034158689231886218 0.10030259227420024 -0.096483403441813984 -0.00021919251997170298 0.013296337124899775 -0.083901218225745616 0.057197016344128375 -1.3629688142797505e-05 0.011306666926337734 0.0021695572410576048 -0.10089487181508237 0.002329075920971656 0.052652974929854615 0.098208958919284051 0.022720718453527848 -0.0024121078398553751 -0.093153299437459869
leaf_weight=0.057006106616347973 0.5512515784503258 0.58313643169640172 0.0063259491328525866 1.0440959383213337 0.017624827284587918 0.0062679403376941492 0.015395928941519088 0.025560201242591063 0.062331848028975401 0.6160950519970072 0.61864781506818189 0.098632225787297467 0.073296203718200559 0.023643491482289392 0.0088416347280144691 0.029255178600067211 22.49941217224686 0.11715712741681983 0.095812336020522082 0.022684886229853873 9.1207731742509299 0.064145360724069067 4.5121057552018753 0.064511802551351138 4.5319653342959709 0.15636835890109058 0.19515057500075272 0.082099027748683162 2.6970478603329724 0.15370211230390396
leaf_count=37 24 18 197 46 63 72 37 33 28 33 44 86 34 14 1 79 1818 724 77 39 245 16 274 38 279 21 21 70 124 41
internal_value=-7.82362e-06 -3.19691e-05 0.000134754 -0.00349105 -1.15174e-06 0.0195508 0.0421827 -0.0402171 0.0635311 -0.00822681 -5.12971e-05 -0.000794614 -0.027309 -0.0671547 0.0164294 -0.0508127 -0.000522312 -0.000444916 -0.0219962 -0.0568896 0.00071847 0.00106022 -0.00197428 -0.0449539 0.00270131 0.00777193 0.077944 -0.00123155 -0.00646405 -0.0528094
internal_weight=48.1503 48.0933 45.8819 2.21144 45.2988 0.115882 0.0840537 0.0318281 0.0686578 1.16735 45.1829 22.9864 0.233669 0.122276 0.111393 0.0380968 22.7527 22.7351 0.235654 0.118497 22.1965 21.5779 7.57361 0.128657 14.0043 4.88348 0.351519 7.44495 2.93285 0.235801
internal_count=4633 4596 4493 103 4475 367 262 105 225 57 4108 2935 214 100 114 80 2721 2658 840 116 1173 1129 563 54 566 321 42 509 235 111
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=0 3 6 21 20 20 14 20 6 18 2 20 18 15 19 16 6 21 13 23 5 9 7 6 12 6 0 10 22 20
split_gain=0.00212786 0.0567072 0.0548587 0.0932804 0.035379 0.0224342 0.0115967 0.0296227 0.0406244 0.0412747 0.0391649 0.0366339 0.0184177 0.0611582 0.0134457 0.0185077 0.0121749 0.0119802 0.0110042 0.0109207 0.00996299 0.0380039 0.0384821 0.0275146 0.0712947 0.023989 0.00906908 0.00868815 0.00841945 0.00753486
threshold=87.261973998100004 91.996348765800022 16.355382140900002 12.575665986150002 41.529896397300007 43.477771593600004 287.24487179220006 42.670715716450012 13.665319288000001 16.922055371600006 289.38090566025011 43.157831852650006 14.414681958350002 35.929665612950011 14.251149826300002 16.234962035600002 13.825323026450002 4.2568053065500004 95.636521074450016 0.086955000000000018 20.971847224900007 204.51365672970005 23.445318439400001 16.100376182700003 102.11013250220002 16.345381907250005 103.57284947555002 65.571493801650021 -0.095854999999999996 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -3 -1 20 8 9 -8 12 -9 -10 16 15 18 -14 27 -13 29 23 22 28 -2 -25 -26 -11 -12 -22 -7
right_child=1 4 -4 -5 -6 19 7 11 10 26 17 14 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.094337621559985582 -8.0135705210896872e-05 0.097331183222710185 -0.00015165604512505152 0.047440633816636067 -0.0050556200479419987 -0.10012409830675036 -0.076825332633131196 -0.083015402887826661 0.096746869180537459 0.078414578606582672 0.1000514186967385 -0.013802658111067678 0.10020897614528153 -0.096450240887795094 0.089023569476609957 -0.10028534601828104 0.038988476713737702 -0.073344146825706155 0.075846139951292052 0.093272544552705505 -0.042662129293553425 0.0016787729835669126 -0.10286475871040733 -0.044082811105067767 0.10027875716948725 0.029078556209926915 -0.021473358872242131 -0.041090784389163144 0.011971674766368005 0.039032142235052261
leaf_weight=0.17284836002010706 21.318870950715567 0.098012705260770328 24.729431724319856 0.078331567593437512 0.051472254398959194 0.0095176083952921431 0.062542528212750997 0.061187419466456561 0.098229397744830749 0.03135398004462786 0.0088493848743382841 0.033237625341925536 0.065436333068646491 0.026661822008463787 0.020141647859418299 0.015479431592389403 0.064507085669902153 0.030593105761681727 0.023283562591757345 0.0092153843283426795 0.050800599111425981 0.57287235779222101 0.079703318657266209 0.085439040905838648 0.09813448553904891 0.091388090426335111 0.012800180183880933 0.0085993064913054695 0.063423296904601467 0.0065819789242027573
leaf_count=93 1533 28 1319 30 32 90 159 61 23 47 21 310 27 69 16 105 29 33 48 7 27 19 13 28 17 30 355 29 20 15
internal_value=-7.88592e-06 0.000684683 -0.000646921 -0.0449429 0.0620763 -0.0814611 0.000284347 0.0144603 0.0284963 -0.0245659 0.0471889 -0.0230326 0.0628022 0.0415108 0.0167993 -0.00340496 0.0698176 -0.0356311 0.0231276 0.00645899 -7.25148e-05 -0.011274 -0.0495374 0.000325252 0.0317566 0.0659459 0.0494573 0.0304918 -0.0123265 -0.043233
internal_weight=48.0789 23.073 25.0059 0.276495 0.149485 0.198163 22.9235 0.562903 0.409573 0.106697 0.302876 0.15333 0.254835 0.156605 0.0921423 0.0720006 0.129943 0.0480418 0.0565212 0.025315 22.3606 0.7668 0.193927 21.5938 0.274962 0.189523 0.0441542 0.0174487 0.114224 0.0160996
internal_count=4633 3079 1554 235 60 205 3019 1332 792 561 231 540 148 125 479 463 56 83 358 112 1687 79 60 1608 75 47 402 50 47 105
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=4 4 19 15 3 21 22 21 17 23 8 4 22 23 17 4 21 2 9 23 21 9 23 9 17 0 15 18 23 21
split_gain=0.00204021 0.0271829 0.0388876 0.0415634 0.0342273 0.0270447 0.019077 0.0272065 0.00617354 0.0180033 0.0144139 0.0175931 0.00915385 0.0079565 0.00558502 0.00877493 0.00731143 0.0252459 0.0916729 0.0307355 0.0161573 0.0115622 0.00751422 0.00777854 0.00678178 0.00539628 0.0278033 0.150934 0.017758 0.014639
threshold=202.17358131775003 212.32969527125002 13.351077205700003 40.292677025400003 85.589753040950015 5.3283630236500015 -0.102645 7.6791457491500008 181.57898176000003 0.080545000000000019 9.5425530862500008 215.30949546175 -0.24150999999999997 -0.25098999999999999 200.37850214585004 201.80971861865004 6.6686919569500009 95.315866703450013 186.16747084260001 0.10787500000000003 12.092691673150002 197.61184394335004 0.10249000000000003 189.34276022045003 203.83164298205003 86.345209775600011 41.29990759910001 13.122774073950001 -0.49124499999999999 14.731151610350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 6 5 -2 7 -4 9 12 11 -11 -3 -14 15 16 22 20 19 -19 21 -18 -1 -24 -16 26 27 -10 -27 -30
right_child=1 8 3 -5 -6 -7 -8 -9 25 10 -12 -13 13 -15 24 -17 17 18 -20 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.00076358967787467215 0.073567562295017541 -0.10007825340830374 0.066304980431769397 0.027991255687945457 0.095525977715060051 -0.088859440699884995 -0.091543765413266642 -0.087546769308719616 0.0052853926673985538 0.10009204093895328 0.07934428542638014 -0.093343568173113567 -0.02471448852141863 0.04921447347662404 -0.013293227448367166 0.0132635339694383 0.017122418725464477 -0.10202218972714945 0.072696704330393533 0.023589874767132497 -0.011707375957785373 0.0021922293546400725 -0.00012348249540462963 -0.013980272186217453 -0.0009111725046123181 0.080972643458457949 -0.00035008628813591817 -0.10038550192448265 7.5114024432996627e-05 0.014758131879541905
leaf_weight=11.968787903973011 0.015842881921062424 0.006509932189943445 0.021143323767432776 0.052618912712205201 0.040184024560431908 0.029042967836630851 0.13728106726989608 0.02518498964968785 0.54073888848966944 0.0051647791326558936 0.0066631008739932432 0.052459330970752865 0.0219634200439911 0.043174376929899089 0.56190240268904235 0.6005810254955567 0.68895299203893534 0.050700016918660995 0.188739099229565 0.031633343081921339 0.64262339928842482 2.0988332664792893 0.88452784583205246 0.74742968353120887 2.0788867532073994 0.027517796091891422 6.027124924702207 0.18021829964290959 19.522078029028481 0.70348542268452874
leaf_count=901 39 81 27 15 57 29 35 27 24 2 7 211 117 229 45 13 54 51 39 4 51 68 21 62 71 19 315 69 1721 229
internal_value=-6.45055e-06 -0.000570359 -0.0294864 -0.0503636 0.0284872 -0.0315293 -0.0728186 -0.0173319 -0.000227999 -0.0214854 -0.0599047 -0.0760062 0.012987 0.0242868 0.000747264 0.00138052 0.000968048 0.00490848 0.0342875 -0.0537607 0.00258693 0.00588197 -0.000104351 -0.00646983 -0.0035458 -0.00012098 -0.00257011 -0.0211293 0.00069504 0.000585819
internal_weight=48.002 27.4584 0.321298 0.236228 0.0850699 0.0448858 0.183609 0.0463283 27.1371 0.135935 0.0642872 0.0576241 0.0716477 0.0651378 20.5436 17.9028 17.3022 3.70148 0.271072 0.0823334 3.43041 2.78779 13.6007 1.63196 2.64079 27.0012 6.74808 0.720957 20.2531 20.2256
internal_count=4633 3253 229 104 125 68 89 54 3024 647 220 213 427 346 1380 1264 1251 267 94 55 173 122 984 83 116 2377 408 93 1969 1950
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=19 2 12 5 22 6 4 6 21 16 20 18 9 6 20 7 18 9 16 21 4 0 7 7 20 0 3 15 15 22
split_gain=0.00253037 0.010572 0.0349216 0.0198466 0.00912731 0.0537331 0.0493424 0.00829265 0.0131744 0.0778063 0.0119094 0.00837931 0.00970624 0.00457023 0.0500985 0.0175553 0.010147 0.0456104 0.00967568 0.00752521 0.00706275 0.00742223 0.0280965 0.0061509 0.00932908 0.00461844 0.00900347 0.00496384 0.0160598 0.0291306
threshold=14.451165964200003 72.043920985000014 84.828830943350013 20.497141515850004 -0.027754999999999998 16.515385879350003 286.34948838025008 16.445384243750002 9.1670574189500034 22.634947069650003 41.444941515100005 13.602243858600003 192.39832633775004 16.575387281250006 38.804629908750009 21.946499523750003 12.816643511250001 182.80199813410005 19.154955207400004 2.5378969943000005 143.58239362595003 85.398872513700013 22.460452099450002 21.833224794850004 43.477771593600004 86.09518316945001 93.668569722950011 40.856592954650004 43.153128509050006 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -4 7 6 -6 8 9 10 -3 12 -9 16 -15 19 17 18 -1 -16 -18 22 -22 24 -21 26 -23 -27 29 -29
right_child=1 4 3 -5 5 -7 -8 11 -10 -11 -12 -13 -14 14 15 -17 20 -19 -20 23 21 25 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.032471486284061747 -0.042375311051348785 -0.046018331146470109 0.094087761040151791 0.015091981844522182 0.091700721349215294 -0.0037967605043742955 -0.0097621369435922176 0.010948394228257403 0.0010972935905590978 0.00097851075627699235 -0.10221437963856779 0.013055227992998806 -0.002413827926898825 0.00066598250552076129 -0.097745903143406532 -0.10088201558477923 0.032445045563467063 0.080963769223954193 -0.088572925351787513 -0.10026362628669781 -0.086379507876192516 -0.013742208744426077 0.084815916159014362 0.099987280821706007 0.036271764860179169 -0.00024479234560759579 -0.0014917094744026664 -0.0055088630706454124 -0.0023194935355309982 0.025020165246870282
leaf_weight=0.0087214376536185467 0.053190481470663964 0.064232721988446317 0.062849207781255245 0.0643839924605345 0.13246131904179481 0.61985190477389551 0.075106470325749797 0.68217972965703744 1.0599748772928306 0.55693949977830925 0.091336466459779331 0.60834148907997576 2.676390828896956 0.90904844566594423 0.0083907052240874691 0.070445724366095419 0.06610474199987848 0.065696672318154015 0.027197142007935327 0.0079751734265087748 0.01311764464397569 0.67791062508945188 0.035614722684137234 0.0059981403871915964 0.013434216498446006 31.04475416367579 5.2155798497149135 0.53156757081887918 1.719202256400308 0.75859329334343717
leaf_count=118 30 17 31 15 31 45 38 53 36 45 45 67 72 192 22 38 12 11 58 120 110 34 23 3 102 2995 126 11 86 47
internal_value=-7.96841e-06 0.0017871 0.0256677 0.0541134 0.00113098 0.0109499 0.0549873 -0.000284568 -0.00597112 -0.0164866 -0.0790117 0.00225628 0.000300254 -0.00030209 -0.00692811 -0.0719049 -0.000134594 0.0314256 -0.059182 -0.0148822 -0.000214644 -0.000268623 0.038734 0.0104862 -0.0145888 -0.000316202 -0.00290085 0.000131103 0.00400886 0.0124417
internal_weight=47.9266 6.74724 0.180424 0.127233 6.56682 0.82742 0.207568 5.7394 1.77248 0.712509 0.155569 3.96691 3.35857 41.1794 1.01529 0.106244 40.1641 0.101615 0.0359186 0.0357982 40.0624 39.9963 0.0487324 0.0274075 0.0214094 39.9476 5.89349 34.0541 3.00936 1.29016
internal_count=4633 525 76 46 449 114 69 335 143 107 62 192 125 4108 477 285 3631 187 176 247 3444 3432 133 225 222 3299 160 3139 144 58
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=19 2 9 9 22 6 20 6 21 22 23 9 18 6 22 20 23 2 15 4 23 20 20 6 21 21 21 23 22 22
split_gain=0.00206858 0.00900816 0.0337671 0.0191076 0.00757742 0.0465744 0.0483411 0.00683584 0.00978171 0.0554106 0.0218395 0.00953925 0.0058539 0.00435967 0.00914564 0.131748 0.0133739 0.0150029 0.0097182 0.00767534 0.0131911 0.00871697 0.0189845 0.0156559 0.0979367 0.0120601 0.0449472 0.0253145 0.0320648 0.0254707
threshold=14.451165964200003 72.043920985000014 187.55294863440002 194.82237869650001 -0.027754999999999998 16.515385879350003 41.641174900500005 16.425383776450001 9.1670574189500034 -0.043559999999999995 0.083070000000000019 192.39832633775004 13.602243858600003 16.455384477450004 -0.051199999999999996 41.289992964000007 0.087935000000000027 159.92742394165003 37.408632939650005 143.58239362595003 -0.55393499999999996 40.300545846000013 40.003678352300007 16.355382140900002 2.3889051598000006 3.0344668838000004 2.0502020052500005 0.080375000000000016 -0.101255 -0.17605999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -4 7 6 -6 8 9 10 -3 -9 -13 19 -15 18 17 -17 -16 -1 -21 22 -22 24 -24 26 27 -23 29 -29
right_child=1 4 3 -5 5 -7 -8 11 -10 -11 -12 12 -14 14 15 16 -18 -19 -20 20 21 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.03320677563067094 0.0906484486265412 -0.013669796178908983 -0.047627869703239047 0.031988541313409426 0.096364346770674653 -0.0034077464626012886 -0.0034130980192754535 0.012587428826180927 0.00055463605595724595 0.0018241525466731708 -0.088838832721301372 -0.0022612214307112361 0.0085806053605890081 -0.00069572666686715517 -0.011040747857580068 0.064442065872833076 -0.10277315641785555 -0.10057054294797746 0.0053195324229541475 0.075672618011645473 -0.00054169852393914084 0.05980415150947619 -0.0043038162961859866 -0.0010265142157450087 -0.097594598171863764 0.0011434563080634306 0.064788201656734934 -0.030071459227814498 -0.063230424498090465 0.099779973337990893
leaf_weight=0.071072831837230122 0.052992941229603185 0.058138596638400375 0.056371587445028126 0.064789111117534048 0.11018095116742177 0.62145925796357915 0.086817651725198175 0.70241696945049659 1.0449896728298425 0.50769075207062997 0.11531392106428484 2.6827326072777287 0.61153574771969932 10.055919178323846 0.53036999363098303 0.010855313068866113 0.14881795937299103 0.011189240023490754 1.1511109179555203 0.023203977249507513 8.6069373330148355 0.041475645847671383 0.53157918375381885 0.52531708590686321 0.14274829401346523 19.018911173199839 0.13534988831987249 0.033144146590835533 0.098308108355258383 0.027756170653447043
leaf_count=16 31 31 15 30 34 45 35 59 33 10 58 75 69 566 51 82 38 41 23 24 1082 82 22 6 79 1676 163 36 105 16
internal_value=-6.59932e-06 0.00162076 0.0240671 -0.00505403 0.00102315 0.010023 0.0523922 -0.000263976 -0.00552298 -0.0148471 -0.0636433 0.00200734 -0.000248585 -0.000272084 -0.00188514 -0.00834217 -0.0920053 -0.019314 0.000159199 0.000384493 0.000304562 0.000244591 -0.00218434 -0.0139696 -0.0240525 0.00147526 0.0202546 -0.0097807 -0.0279084 0.0291101
internal_weight=47.8795 6.71543 0.174154 0.121161 6.54128 0.818458 0.196999 5.72282 1.72613 0.681143 0.173453 3.99669 3.29427 41.1641 11.9083 1.85234 0.170863 0.0220446 1.68148 29.2558 29.1847 29.1615 9.80658 1.19964 0.674327 19.3549 0.336034 0.200684 0.159208 0.0609003
internal_count=4633 525 76 45 449 114 69 335 132 99 89 203 144 4108 801 235 161 123 74 3307 3291 3267 1189 107 101 2078 402 239 157 52
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=20 20 9 10 22 20 5 21 17 16 22 21 17 6 5 18 6 21 22 19 22 20 19 17 0 18 22 5 17 7
split_gain=0.00217345 0.0317509 0.0277064 0.0104404 0.0236709 0.0161622 0.0147937 0.00745795 0.0409272 0.0539397 0.0377491 0.0124712 0.0217456 0.0135588 0.0178768 0.0158857 0.0114234 0.00706034 0.00678799 0.00609042 0.00538764 0.00520412 0.00524443 0.00511475 0.00471083 0.00469577 0.064069 0.0194926 0.00961643 0.00833636
threshold=38.474425342400004 38.751720283100006 200.77913281735002 61.821094709650005 -0.043559999999999995 42.498713093000006 24.650863849000004 0.37234627945000004 177.73379099395004 22.624947093000003 -0.097799999999999984 1.2135331028500003 175.49979360550003 14.815346158200002 16.043149448600001 13.781134552700001 11.945279099550001 3.9632429946000003 -0.013285 14.451165964200003 -0.082484999999999989 38.110427674550003 12.651020723000002 183.09840208680004 67.058211147750015 14.032563378150002 -0.047144999999999999 20.315138807500002 218.22336811130003 23.032419884600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 4 5 23 -6 8 16 10 -10 12 -9 14 -14 20 -5 -7 -8 21 -15 25 -23 -3 -20 29 27 28 -27 -1
right_child=1 3 -4 7 6 17 18 11 9 -11 -12 -13 13 15 -16 -17 -18 -19 24 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0015250536899455288 -0.10297172868638541 -0.041248619724687408 -0.00042048864289941697 -0.037332116613241297 0.091669041046096023 0.086643231786179997 0.081874337916317139 -0.071357028020749197 0.021361477774147947 0.085425088685965878 -0.10181570322521993 -5.9809244857859191e-05 0.055325134464471362 0.048024004826757068 -0.10090874049478599 0.085765165170950092 0.098000621421484468 -0.026057101870646068 0.094263041856473287 0.010725554160000275 -0.019393039195005797 -0.000816539749470554 0.012735184093397623 -0.10108560107036207 -0.10019541389891376 -0.097472504759122877 -7.48864716871245e-05 0.029969729553847718 0.016651198185615706 0.012426940496507694
leaf_weight=1.4628367230931703 0.056292045019794013 0.020949730739630468 0.049521068726569695 0.0077629935050101953 0.021734109335851737 0.0085110027198425087 0.0036042737815478185 0.01971098463746912 0.033698571493090412 0.027190272783627734 0.095070667583584623 40.965099393291432 0.015110061874054281 0.021642264331603656 0.014212853841854667 0.070437006535939872 0.031733742936012277 0.016025036332315779 0.0014252905579041917 0.67199017079838075 0.026208967683487572 0.51980352584950018 0.63371548729719507 0.044904510230026062 0.0098917112354754977 0.10025428032631323 2.2239628810743843 0.01575951865333991 0.0079705066113722189 0.60553027899186407
leaf_count=240 25 28 28 37 15 18 7 14 22 33 65 2818 58 28 14 15 67 139 4 57 13 44 37 37 139 308 204 33 46 40
internal_value=-7.4449e-06 -0.000268759 -0.0549772 -0.000129116 -0.0287519 -0.0562394 0.0390308 -4.11275e-05 -0.0195286 -0.0425566 -0.0695806 5.14746e-05 0.0272968 0.0404704 -0.0204016 0.0555602 0.0714013 0.0130361 -0.0376412 0.0017325 0.0110985 0.000647501 0.00662845 -0.0820501 -0.0757048 -0.000914692 -0.0039752 -0.0739368 -0.0890676 0.0025595
internal_weight=47.8026 41.5607 0.105813 41.4549 0.127046 0.0903903 0.0366554 41.3279 0.195456 0.15596 0.128769 41.1324 0.167322 0.147611 0.0293229 0.118288 0.0394967 0.024536 0.0149213 6.24182 0.0478512 5.56983 1.15352 0.0658542 0.011317 4.41631 2.34795 0.123984 0.108225 2.06837
internal_count=4633 3624 53 3571 387 222 165 3184 224 120 87 2960 142 128 72 56 104 157 150 1009 41 952 81 65 143 871 591 387 354 280
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=4 4 15 7 9 9 21 7 7 4 22 7 12 15 5 16 3 13 15 5 5 8 18 6 17 8 9 22 9 9
split_gain=0.00183461 0.023235 0.0346094 0.0177948 0.0213091 0.0290599 0.0175744 0.00551323 0.0400738 0.0129109 0.00780661 0.00636158 0.0058633 0.00582648 0.0452017 0.0230586 0.0308825 0.0214988 0.0180615 0.0895739 0.0170119 0.0131249 0.0117085 0.0126416 0.0151346 0.0141957 0.0115145 0.00652437 0.0131542 0.00883322
threshold=202.17358131775003 212.32969527125002 28.826925781250004 22.721067571950005 193.00469145105004 201.65416293750005 9.3824247088500012 22.502236473750006 22.398098708400003 228.67830428740004 -0.24150999999999997 22.773029501100002 160.67073594290002 25.716185026400002 16.904667913650005 15.839962959300001 80.785478361850011 108.34217419895002 28.579157549250002 16.810410538500005 14.47989612135 7.3442686056500008 15.917243450850002 11.755274660100001 189.31980273685002 7.943800736700001 208.34925031750001 -0.064729999999999996 192.57902085675002 191.96565807215003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 -2 8 9 12 -11 -9 -3 14 15 16 20 21 19 -15 22 -17 -13 24 -24 -25 -18 28 -20 -29
right_child=1 7 3 4 5 -7 -8 11 -10 10 -12 13 -14 18 -16 17 26 -19 27 -21 -22 -23 23 25 -26 -27 -28 29 -30 -31
leaf_value=0.00070774901244675351 0.074497241290546676 0.0016505860131182243 -0.0053849732343295093 -0.10159905935741574 0.032534005098351193 -0.085982555270186695 -0.066991137946165014 0.0097708189278805525 -0.10198499953010642 -0.10005646329594786 0.0034778521353237991 -0.072164667677662053 0.099772336649874338 -0.0020626228796955504 -0.099913796345834222 0.042351207361791487 0.080020844045848638 0.079430176914212683 -0.015438453083507954 0.089084217042349839 -0.075665920873241574 -0.094775284361285267 -0.079609827433371652 0.094900194309203822 -0.0015576818681573372 -0.0093342551361552274 0.011064641303703361 0.012945498240641968 -0.0011754137956360051 0.00070620505347146424
leaf_weight=20.445590984076585 0.04155504272766819 0.0086738954349482311 0.076724460906007153 0.077584118786035106 0.040062669722829014 0.042781813161127502 0.011130272005175357 0.63255768253008682 0.04192052304259164 0.008236535255431221 0.062889339128428645 0.023651340978952384 0.02044261984701734 0.54111817683105101 0.050129740512026788 0.0079517902147684394 0.061594321990696588 0.010006306692957878 0.67923213695917617 0.13464898311303841 0.03274672545930446 0.057112430838060391 0.025460768573121739 0.028312349289422056 1.0236236907149643 0.024262731440671814 0.03990397130837664 0.6291143357989285 13.46242779929946 9.4039261868450108
leaf_count=1380 111 61 26 21 24 18 29 88 25 109 341 113 9 78 56 63 57 4 65 29 49 96 266 19 576 25 13 40 522 320
internal_value=-8.53604e-06 -0.000544982 -0.0287078 -0.0449951 -0.0639385 -0.0286693 0.0446065 -0.000242773 -0.0198838 0.0144502 -0.00851165 -0.000138848 0.0705416 -0.00037778 -0.00669086 -0.00318933 1.96227e-05 -0.0570301 -2.59931e-05 0.0160987 -0.00461604 -0.0780164 -0.00254847 -0.0010539 -0.00345197 0.0467973 0.0529108 -0.000476735 -0.00186048 0.00147366
internal_weight=47.7454 27.2998 0.289838 0.237153 0.160429 0.0828445 0.0526853 27.0099 0.142163 0.100242 0.0711259 26.8678 0.0291165 26.2352 1.38476 1.33463 1.25956 0.0750705 24.8505 0.675767 1.15806 0.0650642 1.12531 1.10166 1.04908 0.0525751 0.101498 24.1747 14.1417 10.033
internal_count=4633 3253 229 89 63 42 140 3024 545 520 450 2479 70 2391 1337 1281 1118 163 1054 107 1048 159 999 886 842 44 70 947 587 360
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=20 20 9 10 22 20 5 21 17 16 22 6 21 6 9 19 5 8 21 16 10 22 7 21 23 23 17 20 13 9
split_gain=0.00177219 0.0293512 0.0321942 0.00869609 0.0199982 0.0143641 0.0134404 0.00656934 0.0365255 0.04798 0.0340038 0.00983899 0.00902402 0.0353296 0.0403911 0.0260535 0.0202445 0.0141327 0.00739712 0.0463113 0.00622789 0.00573726 0.00519111 0.0280489 0.049765 0.0116775 0.0537952 0.0243166 0.00837516 0.00803913
threshold=38.474425342400004 38.751720283100006 201.81004550795004 61.821094709650005 -0.043559999999999995 42.498713093000006 24.650863849000004 0.37234627945000004 177.73379099395004 22.624947093000003 -0.097799999999999984 11.945279099550001 1.8364927951500001 14.815346158200002 193.00469145105004 14.251149826300002 16.043149448600001 7.943800736700001 2.0976681454000006 22.544947280100004 61.076391807500009 -0.013285 24.176603375500004 3.8092755532000004 -1.0000000180025095e-35 0.091885000000000022 205.28496454895003 37.345948426100009 109.64607639220002 197.20558004415003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 4 5 -3 -6 8 11 10 -10 -5 13 16 -15 -16 17 -9 19 -14 -7 -8 23 29 -25 26 28 -28 -24 -1
right_child=1 3 -4 7 6 20 21 12 9 -11 -12 -13 18 14 15 -17 -18 -19 -20 -21 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010582744665183384 -0.10240357658971806 -0.079725472495238689 0.013146557656866013 -0.031918213958419969 0.090016130740725869 -0.018597011056110526 0.077943024541538786 -0.051470010588660242 0.017875082997341175 0.083541086551901789 -0.10164684137964158 0.097478149635639208 0.00094171097930078555 -0.041180533116793233 0.098741623231169223 0.015432758505363282 -0.10058495439968301 0.081660663138094614 9.6642754396257175e-05 -0.072640213410380544 0.097393281076429167 -0.075640199730355212 -0.10055654029465599 -0.03216958331584082 0.083380642385916429 -0.00052272518098451799 0.08126807025491678 -0.077606085219442358 0.014670557099253155 0.0089555525737070388
leaf_weight=2.6345827061912956 0.058196472305737212 0.05966733875357022 0.041169790677749063 0.0073938782270407391 0.01997464861552245 0.017354081461668613 0.0031869791343979168 0.017003007437884743 0.032992231239006742 0.025222886935807765 0.085460407931535087 0.028630983744733385 0.53909404413025797 0.047948978195563541 0.089756690606009215 0.064525687746936455 0.033076519005589944 0.015015812068668311 40.172801213758071 0.1016659746201185 0.0063131002534646532 0.010271493505676688 0.063861840800959579 0.056543507720675734 0.10935758328773193 2.1342005100394306 0.040783569366629635 0.012613199058108648 0.0069992240751162163 1.1523511832060647
leaf_count=312 32 65 21 37 15 152 7 88 22 33 65 67 96 29 22 42 41 23 2591 28 5 143 222 36 47 233 65 35 4 55
internal_value=-8.46227e-06 -0.000244368 -0.0545284 -0.000114007 -0.0273653 -0.0535779 0.0379715 -3.68859e-05 -0.0191151 -0.0416904 -0.0683568 0.0709204 4.65683e-05 0.0183596 0.0389849 0.0638993 -0.0457167 0.0109641 -7.33814e-05 -0.0107331 0.0123428 -0.0392715 0.00156683 0.00375203 0.043998 -0.00225778 -0.0320584 0.0437394 -0.0891751 0.0019889
internal_weight=47.688 41.4767 0.0993663 41.3774 0.116768 0.0833345 0.0334331 41.2606 0.1797 0.143676 0.118453 0.0360249 41.0809 0.267327 0.202231 0.154282 0.0650953 0.0320188 40.8136 0.64076 0.0236672 0.0134585 6.21129 3.95283 0.165901 2.25846 0.124258 0.0533968 0.0708611 3.78693
internal_count=4633 3624 53 3571 387 222 165 3184 224 120 87 104 2960 245 93 64 152 111 2715 124 157 150 1009 450 83 559 326 100 226 367
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=2 4 19 17 7 2 3 23 15 16 20 18 23 4 6 23 22 22 21 6 20 21 14 6 0 13 17 17 12 6
split_gain=0.00171546 0.00901764 0.0232938 0.00466357 0.0053419 0.00463991 0.00379536 0.00309523 0.0147833 0.0349258 0.0267212 0.023908 0.0200215 0.00978044 0.0250076 0.0186165 0.0140994 0.0100857 0.0395143 0.0180307 0.00994849 0.00827841 0.00803714 0.0438405 0.0124383 0.00826967 0.00771904 0.0109026 0.0107894 0.0104339
threshold=60.643165405350004 156.40313730310001 14.451165964200003 183.32030055335002 22.673598830200003 62.357017394150006 82.605564516150011 0.090465000000000031 43.79812286300001 22.624947093000003 40.574766824850009 13.405741979600002 0.085855000000000029 312.89209607035008 16.355382140900002 0.08574500000000003 -0.24023999999999998 -0.22754499999999997 1.9176293050000004 13.665319288000001 39.852039223600009 1.6529868760000002 289.07138706530003 16.100376182700003 100.01333091085002 97.308742031600005 220.65822113860003 209.54662559615002 335.28495674395009 12.255286342800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1 8 13 10 -10 21 -13 17 15 16 -15 18 -7 -20 -21 -11 -19 24 -24 -26 27 28 29 -18
right_child=1 5 -4 4 -6 7 -8 -9 9 11 -12 12 -14 14 -16 -17 26 22 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.004414474981254096 -0.026047370214345968 0.0091662392944360273 0.062861972907829855 -8.3715895690192219e-06 -0.013892414245305096 -0.083608035324269442 0.0071977901479013872 0.00078510954217201148 0.0090035033644251024 0.011065580451695506 -0.098363899947247715 -0.0054113452600208552 0.10008211551671596 -0.10012667308918276 -0.087869288700234138 -0.073397789548971429 -0.0030158488795743381 -0.00091970277410190172 -0.069052577057775941 0.012228865085481752 0.085801790126638869 -0.10044908278511946 0.08170717074969791 -0.0014575113565950977 0.057116663318433673 -0.092262300933495661 -0.058428942047008874 0.084977414228120565 -0.038463493269392454 0.079663876245331555
leaf_weight=0.52503589542236928 0.049202126639037114 0.55170713834650698 0.07346870004585071 0.52701374748721697 0.5844212693915054 0.026061345432291882 0.60670413556817948 21.982979986484523 0.033131101837738153 0.010281297063556849 0.077174217267213407 0.036785543083169614 0.035211182301281951 0.010443853451051144 0.045296344555278978 0.031678449819397159 0.032685114882906707 21.525226329837089 0.010792423228309644 0.024604367090056201 0.07263844830998778 0.018884927187912126 0.093979120969378216 0.5258065578670994 0.0074846297873245593 0.0073409011019975878 0.011239568155517077 0.026320694939012457 0.028964964657916425 0.028635335074909563
leaf_count=10 29 10 19 15 61 220 54 1289 23 33 77 37 7 113 84 87 281 1359 115 21 140 39 57 35 65 22 66 67 160 38
internal_value=-8.39866e-06 0.000125045 0.0272013 -0.00270789 -0.00730896 5.16515e-05 0.00181064 -6.08356e-05 -0.000879315 -0.0271961 -0.0661152 0.0152402 0.046182 -0.000632075 -0.0218453 -0.00424994 0.01159 -0.000427246 0.026915 0.0535765 0.0671864 -0.0611394 -0.000592703 0.0104987 0.0682781 -0.0168487 0.0207163 0.028345 0.0118351 0.0355938
internal_weight=47.6212 45.378 0.122671 2.24318 1.11144 45.2554 1.13174 44.7036 22.7207 0.211468 0.110305 0.101163 0.0719967 22.5092 0.215264 0.169968 0.13829 22.2939 0.134097 0.108035 0.0972428 0.0291662 22.1598 0.634611 0.108805 0.0148255 0.127846 0.116606 0.0902854 0.0613204
internal_count=4633 4493 48 140 76 4445 64 4435 3146 216 100 116 44 2930 896 812 725 2034 496 276 161 72 1538 179 144 87 612 546 479 319
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=14 8 8 8 19 8 21 19 23 23 0 6 18 15 18 5 9 16 9 9 22 14 15 7 12 19 21 3 23 22
split_gain=0.0020464 0.0118718 0.0192355 0.00197495 0.0154376 0.0176882 0.00716728 0.00226687 0.00593029 0.00919072 0.00795814 0.00590588 0.0200377 0.0388934 0.0140719 0.0125125 0.0101143 0.00449918 0.00321823 0.0320247 0.0413525 0.0192171 0.0415236 0.0104635 0.0096255 0.0790778 0.0270695 0.0762462 0.0839448 0.0306212
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 8.8430989333000021 14.451165964200003 9.5425530862500008 5.3499444300500008 14.451165964200003 0.097645000000000023 0.10526500000000003 86.692020874450009 16.565387047600002 13.204116077450001 36.270131511550012 13.378437733750003 21.482549112100006 187.45330412110005 22.544947280100004 192.39832633775004 191.61296531520003 -0.23455499999999999 278.00273168625006 26.384523135650003 22.812602664350003 150.80177373595004 14.351157895250003 7.7895855139500005 93.776108048150022 0.10087500000000002 -0.11334499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 18 11 -10 -11 12 13 -9 -14 -16 -15 -17 19 21 -21 24 -23 -20 26 -26 -2 29 -29 -28
right_child=3 2 -4 4 5 -7 -8 8 9 10 -12 -13 14 16 15 17 -18 -19 23 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.038546761260519931 -0.00082259183220036484 -0.084542247149932012 0.018803056936206809 0.00025617335210049671 -0.10122526854081285 0.033673383067205499 -0.028594840505103788 0.031649263672349451 0.01500102654036773 -0.0016583077559290983 0.01166543832409519 0.0052808910609036218 0.012142257029715673 -0.034655686565610522 -0.017258519562385864 -0.0064343211366113401 -0.1026623312513302 0.0060941869187624781 0.012558973032102849 0.061154713110747376 -0.10096725694570999 0.0098519816226711604 -0.093059710073013002 -5.0827343200604634e-06 -0.00095128240147094093 0.084263070593593961 0.0046805951289036899 -0.092603850840426105 0.10058941806944913 -0.10169317799993871
leaf_weight=0.030194058766034426 6.0821810197985853 0.038428915926488116 0.033896643191837939 0.57509504293645264 0.037257738835023702 0.02024514252661902 0.021385438535617141 0.049791096244007238 0.71569933487626292 1.6357456652258409 0.61752880207495753 1.0745681070402495 0.58058901953984365 0.034591100071338587 0.619514318801066 0.52873370487941407 0.059462936208831252 0.62601588758161597 0.67695900771150519 0.02064270512710209 0.066152815632427919 0.08849481942423354 0.070395665153888398 31.814893666790834 1.088609202245334 0.12100519043633529 0.03488814763704795 0.034268120965705862 0.065443037543445826 0.12063148021840664
leaf_count=22 570 15 35 88 29 24 27 8 41 46 37 38 44 27 52 11 30 82 49 6 80 877 105 1757 354 25 38 54 5 57
internal_value=-7.3356e-06 -0.0141205 -0.0361077 2.31372e-05 -0.00543422 -0.0469172 -0.0747391 9.93547e-05 0.00182588 0.00512884 0.00199318 -0.000918509 -0.00358457 -0.0398173 -0.00137131 -0.00579332 -0.0776509 0.000357667 -0.000181034 -0.00200611 -0.0624096 -0.00132576 -0.0357425 0.000256686 -0.00060117 0.00757324 -0.00216141 -0.0340656 0.0341939 -0.0778301
internal_weight=47.5833 0.10252 0.0723256 47.4808 0.653983 0.0788883 0.0586432 46.8268 6.54224 2.96897 2.25327 3.57327 2.4987 0.143845 2.35485 1.77426 0.094054 1.15475 40.2846 7.79271 0.0867955 7.70592 0.15889 32.4919 7.54703 1.20961 6.33741 0.255231 0.0997112 0.15552
internal_count=4633 72 50 4561 168 80 56 4393 416 124 83 292 254 65 189 145 57 93 3977 2171 86 2085 982 1806 1103 379 724 154 59 95
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=20 23 19 6 23 20 15 18 22 20 5 2 20 23 0 5 5 3 3 20 22 19 20 15 20 20 12 9 21 23
split_gain=0.00625668 0.0176898 0.00490917 0.0019038 0.0117884 0.00919409 0.0187288 0.128215 0.0115516 0.0281725 0.0926408 0.0112577 0.00962116 0.0155503 0.00932248 0.00646075 0.00927824 0.066729 0.00626689 0.00592101 0.0187105 0.00905163 0.0118752 0.0109278 0.00674653 0.0216366 0.0186797 0.108807 0.0100155 0.0287289
threshold=32.724174661450007 0.088565000000000019 13.551093343600002 16.455384477450004 -0.55393499999999996 40.467253020850002 36.370482311550013 13.063922652800002 -0.059424999999999999 41.037275035300006 23.195398057700004 80.759923107050014 41.037275035300006 0.10020000000000003 87.261973998100004 23.714185006400005 21.043187000650004 94.383699585650007 93.636308225400015 34.823977857500005 0.23643500000000003 13.951125619400001 33.361153777850006 31.264641197600003 40.300545846000013 40.003678352300007 209.45123619680001 211.24289424260004 3.1734339793000008 0.079745000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 15 7 -7 12 -10 -11 -9 14 -14 -8 16 -5 18 -18 20 21 22 -6 -24 25 -21 27 -27 29 -26
right_child=3 -3 -4 5 19 6 8 11 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 24 -22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.10011172076076941 0.07411759167386664 -0.092042326192834187 0.08901330190555716 0.0024551368795624248 0.0738944586857289 -0.00056162881303836233 -0.017468283334672305 -0.030848694202912072 0.0021570940765650434 -0.078851237280292294 -0.0013609837515586286 -0.10183625531387924 -0.00063728971495872328 0.010233024183564565 0.0013847100289591124 -0.0016498344263528313 0.047441621156877792 -0.0021554802125769699 0.083395702648893427 -2.5231417011859908e-05 -0.05943286519743253 0.099351566545873696 -0.10015606637192816 0.074300831247823398 0.068826688661069238 -0.097025652547560903 -0.00072270966629327238 -0.0028107347971404136 0.00091095339086348876 0.0060972467515099764
leaf_weight=0.0016057441561305183 0.021726644932136163 0.0233220878505222 0.0094484756945121262 2.112446715567788 0.019639129616104145 1.0430043486399352 0.54528133000621692 0.02609080385514051 1.1027435475989467 0.21310199440267741 0.55892385378069775 0.15540301134433321 5.833150954803159 1.69938248744711 0.50536872865632176 1.914830397784385 0.094403196402708889 0.55902390039091188 0.099655877071199939 8.5781724709571261 0.01893298517492159 0.025824187658145092 0.010749044428948196 0.0053914404124952844 0.080221080197280581 0.16134210019275375 0.56079353462377668 0.5102072557201609 20.208795892036058 0.81209461623418555
leaf_count=126 21 69 46 46 25 290 38 13 18 39 55 113 149 34 3 164 24 29 20 830 16 10 67 2 182 72 39 10 1789 294
internal_value=-8.65284e-06 -0.0426553 0.0615409 2.22262e-05 0.000483591 -0.000846928 -0.00235863 -0.0140599 -0.000988553 -0.00809983 -0.0227506 -0.0916314 0.000564718 0.00181512 -0.00839988 0.00284743 0.00585263 0.0153828 0.0659053 0.000431971 0.0275112 0.0542321 0.0216668 -0.0418819 0.000361419 -0.00180522 -0.0141955 -0.0254462 0.00136875 0.0117368
internal_weight=47.5111 0.0343763 0.0110542 47.4767 31.0139 16.4628 11.6825 1.2245 10.458 1.87477 0.772026 0.181494 8.58318 7.53253 1.05065 4.78036 2.86553 0.753083 0.194059 30.9922 0.0805368 0.0616038 0.0357796 0.0161405 30.9116 9.81052 1.23234 0.671549 21.1011 0.892316
internal_count=4633 241 172 4392 3357 1035 752 416 336 112 94 126 224 183 41 283 119 73 44 3336 120 104 94 69 3216 951 121 82 2265 476
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=20 23 15 8 2 12 7 7 9 21 20 23 9 6 13 22 0 16 9 21 5 15 12 20 20 20 17 21 16 18
split_gain=0.00208225 0.0277017 0.00247729 0.00416302 0.00178844 0.0321285 0.0363473 0.0310075 0.0115634 0.0090646 0.00604672 0.0409343 0.0303391 0.0205588 0.0135442 0.00593064 0.0446449 0.0385561 0.042868 0.0348749 0.0317319 0.0235443 0.00633756 0.0073359 0.0760771 0.00844179 0.0142718 0.0527214 0.0270625 0.00988335
threshold=33.036871954450007 0.088565000000000019 33.221582556000008 8.2435668022500028 121.84632764400003 154.32008656120004 22.721067571950005 22.460452099450002 205.22231928645002 5.5614473604500008 43.735142172100005 0.086555000000000021 200.77913281735002 7.1451669457000007 117.34313201970001 -0.101255 86.420486603250012 22.664946999500003 201.16241229375001 2.3223121640500004 17.513369806650005 22.654569872000003 145.32166322050003 42.783136484500005 43.847983878700006 41.362929270750008 190.68993848360003 14.849677877150002 22.624947093000003 13.551953225650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 6 7 9 -8 -6 -7 14 13 -13 -12 16 17 18 -2 20 21 -18 23 25 -25 -17 27 28 -27 -28
right_child=4 -3 -4 -5 5 10 8 -9 -10 -11 11 12 -14 -15 -16 22 19 -19 -20 -21 -22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-0.10007902845039073 0.092734869965078945 -0.091398637150265014 0.099011322592739245 0.094748849954374811 0.058003838293874371 -0.00053432034234584007 -0.091363861901625015 0.099891883729745973 -0.012898815601621908 -0.07396427652244654 0.0018412735056563573 0.071023569397854175 0.09762894792584742 -0.10067193553031249 -0.073628775681691946 -0.0011052064527499218 0.062392439674628299 -0.035037663967575725 -0.060483822703606575 -0.00047851359660147945 0.075907792459233764 -0.10061563623503596 0.010458000563696408 -0.086973283994634956 0.00013745946819543263 0.024641044656023958 -0.010678231378370888 -0.00081783910924819242 0.092438279383244712 0.0037857361052861848
leaf_weight=0.0019017305502702633 0.13856392980129983 0.024062376996100643 0.012335298844845966 0.0025910065669449978 0.0065840159130087219 24.376178212634514 0.093042549727716306 0.026931733810215519 0.023531722136656441 0.024848152400267054 0.58552772835155664 0.012698635360354871 0.078884166781790555 0.01546991211500881 0.024786105413028281 12.750406136299608 0.015333802710444266 0.042102004503249191 0.021032042193382949 3.2630830977815606 0.11073871731059626 0.02098950876538197 0.55590952502097835 0.11056439410230368 1.0753165164136218 0.12884653813858804 0.57451434852555427 0.54728812197572552 0.10841916664776363 2.6584772566930042
leaf_count=170 219 81 5 3 60 1900 75 8 25 71 592 43 7 42 29 432 32 30 20 339 29 22 7 81 125 33 29 15 14 95
internal_value=-1.04184e-05 -0.0225667 0.0758559 0.0122802 9.04425e-06 -0.000565749 -0.0432723 0.0211481 -0.0755249 -0.0463213 -0.000268023 0.00878078 0.0658171 -0.0232701 -0.00122372 0.000665605 0.00437223 0.050087 0.0725432 0.00166836 0.0493042 -0.0318022 -5.7676e-05 -0.000383276 -0.00798422 0.000154286 0.00415151 0.0162505 0.0556212 0.00121544
internal_weight=47.431 0.0408904 0.016828 0.00449274 47.3901 25.2685 0.174938 0.0583639 0.116574 0.0314322 25.0935 0.717367 0.107053 0.0281685 0.610314 22.1216 3.61184 0.201698 0.159596 3.41015 0.147062 0.0363233 18.5097 17.9538 1.18588 16.768 4.01755 0.784554 0.237266 3.23299
internal_count=4633 259 178 173 4374 2852 239 139 100 131 2613 713 92 85 621 1522 691 269 239 422 83 54 831 824 206 618 186 62 47 124
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=14 0 22 2 15 18 20 21 5 5 22 7 12 16 4 13 22 22 20 22 17 13 21 20 6 2 21 21 22 6
split_gain=0.00182318 0.0124788 0.0178054 0.00176014 0.00812682 0.0778115 0.063005 0.0195795 0.108384 0.00604977 0.0418948 0.00989321 0.0333308 0.0674178 0.00984392 0.00484645 0.0108979 0.00478796 0.0291527 0.0371995 0.0263717 0.0160901 0.0122122 0.00740671 0.0500222 0.0138571 0.0103589 0.052645 0.0369879 0.0157084
threshold=144.12207640715005 92.168410086200012 -0.08158 141.45287911200003 38.133874083650007 12.947178517500001 42.243697547450004 12.092691673150002 21.191508333600002 21.438877744300004 -0.075639999999999999 22.557405306150006 91.208648993800026 22.644947046300004 168.18037996940004 107.92277473060001 -0.15580499999999997 -0.09280999999999999 42.027798546600003 -0.156745 201.00900942685004 113.0174028878 2.4659823166500003 39.427119987250002 14.935348962050002 172.27786944220003 1.8364927951500001 2.0976681454000006 -0.0057149999999999996 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 9 15 11 -11 12 -2 -14 -12 16 -9 18 -5 22 -21 -22 -20 24 -19 -26 28 -28 29 -25
right_child=3 -3 -4 17 5 6 -8 8 -10 10 14 -13 13 -15 -16 -17 -18 23 19 20 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.013669156563664246 -5.7346831912903382e-05 0.042375901018121942 -0.087801193915177295 -0.0017640664523317952 -0.0034739052745076347 0.071609611887956698 -0.018108022734939468 0.028381006144773707 0.0045223882348229176 -0.0018800946296933839 0.011204707489226882 0.00057210178574339569 0.090795820736663091 -0.041117254034850351 -0.10321974219711068 -0.10121112837226109 -0.10062714131518245 -0.0033660087937040445 0.070773954931876978 -0.1015886186825225 -0.10013068400963301 0.05992442951568 -0.013340390650899828 0.0097231139363726776 0.089837311592392943 0.02967727985473877 -0.095799788225417473 -0.0001601332498414776 -0.079842534509269814 0.086628182328665287
leaf_weight=0.034952224394146469 0.53053016070771875 0.028212931239977479 0.034227756116712693 4.8047335717031467 1.4921605730432919 0.28175416172598478 0.10838470875751227 0.010071579706163902 0.52784263721156321 1.0373927880499616 0.0087710243740283245 20.104282382138905 0.12430467469587825 0.056287184168468229 0.052648860048144286 0.11918594797043625 0.018716476193222031 0.58477302234953299 0.024212873611275998 0.092682837971743481 0.0092864570536903557 0.019406234292546287 0.060112435327587477 0.047018862357397495 0.079333442169058799 0.074001206012326293 0.057751757374719825 16.86706946638591 0.025923831570991207 0.061038396157300667
leaf_count=39 15 9 24 593 54 39 35 29 21 291 19 1104 72 21 109 37 32 237 42 178 57 10 385 74 24 29 27 922 82 23
internal_value=-7.78529e-06 -0.0136758 -0.0365347 2.03698e-05 0.000609398 0.00692241 0.0466851 8.33705e-05 -0.0166811 0.000600374 -0.00663127 0.000982121 0.0125739 0.0496809 -0.0868794 -0.0923168 -0.0554933 -0.000611659 -0.00334235 -0.0402077 -0.0756534 0.00812222 0.0108119 0.000157123 0.00996454 0.0608033 -0.000267228 -0.00048648 0.0274292 0.0531645
internal_weight=47.3771 0.0973929 0.06918 47.2797 24.4723 1.8823 0.390139 22.59 0.675817 21.9142 1.09881 20.8154 0.711122 0.180592 0.0614199 0.147974 0.0287881 22.8073 5.01043 0.205701 0.121376 0.0286927 0.0843253 17.7969 0.738108 0.153335 17.0588 16.9248 0.133981 0.108057
internal_count=4633 72 63 4561 1878 128 74 1750 119 1631 419 1212 108 93 128 98 61 2683 1265 672 245 67 427 1418 290 53 1128 949 179 97
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=15 21 7 7 22 22 6 0 19 9 13 22 6 6 22 17 18 23 18 22 4 18 16 3 15 22 10 15 22 3
split_gain=0.00168221 0.00419878 0.0375282 0.0109273 0.00355714 0.0259389 0.025731 0.0180611 0.0165872 0.0127752 0.00947824 0.00709846 0.0252345 0.0364525 0.0128063 0.0135736 0.0105745 0.0104948 0.00674276 0.0129568 0.00636846 0.00628081 0.00533534 0.00451431 0.00445054 0.00524573 0.00289054 0.00249251 0.0107297 0.065834
threshold=46.435439118750004 15.294585115650001 23.727132803250004 22.580797808900005 -0.51760499999999998 -0.58319500000000002 13.825323026450002 98.230883170350012 11.750948102400001 212.20546459280004 96.077428207850019 -0.22754499999999997 16.245379570700006 16.545386580300001 -0.24150999999999997 188.51582982015003 12.016086031550001 0.093635000000000024 13.431207332600001 -0.25447999999999998 258.68722567540004 14.693728290050002 11.949972055800002 80.540828672000018 30.632308446700005 -0.23381499999999997 83.602982482550019 41.54912092575001 -0.06828999999999999 93.499196860750018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 -1 10 -8 26 12 14 18 15 17 24 -6 19 -14 -21 22 -16 -7 25 -15 -9 -13 -29 -30
right_child=1 -3 -4 -5 11 23 9 8 -10 -11 -12 27 13 16 21 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.089182413503174573 0.01543815291115299 0.00077083868999879707 -0.0012084874837728352 -0.099205757007249998 -0.10005878469013435 0.018630097251057565 -0.07175294642962711 0.041017772559860576 -0.1001467916217612 0.014969663550680558 0.097538605267906808 -0.00022874747436454486 0.10022944318336513 -0.10007946271235775 -0.10006607349105184 -0.09724508532769105 -0.1006693409374428 0.064573761230518778 0.099980046726952598 0.057420806243516344 -0.075499462137725973 0.096277048119971079 0.023201317415029156 -0.10031257969587118 0.10003450050430909 0.071440399635996979 -0.10008823059744471 -0.00026619294487663104 0.055056167293934768 -0.00045725359201338571
leaf_weight=0.042320335388467356 0.0098016445181191569 1.0187534473986941 0.54796486249688314 0.054779000498797359 0.0056678347168639944 0.0035298883568021236 0.043329311958586914 0.0022174657939011402 0.012525046770151871 0.02793985204357341 0.012788762338459492 38.669171706895 0.018301611833635434 0.0041308165001225916 0.0044980022281039802 0.030590652942949714 0.016965200955212367 0.012221165218072372 0.057134575381269315 0.0058434873013766273 0.0094077133794598922 0.0090239005943431039 0.016006263894780659 0.033228779508533535 0.0045544719905592501 0.0031373898651736454 0.0042040902299627092 5.1688545628796874 0.26003067537567304 1.1970650921796275
leaf_count=22 48 20 63 76 78 34 32 8 81 18 8 3190 4 51 48 75 150 12 9 16 32 20 47 131 5 21 71 141 69 53
internal_value=-7.72686e-06 -0.00316312 -0.00970586 -0.0818058 0.00010497 -0.0138442 0.00513817 0.0464172 -0.0106118 -0.0377548 0.0477646 0.000160801 0.0190787 0.047963 -0.02516 -0.0567814 -0.0500747 0.0124127 0.0790842 0.0435022 -0.0245712 0.0267563 -0.00383974 -0.0888907 0.0225271 -0.0260413 -0.0513621 7.83206e-05 0.00187038 0.00944957
internal_weight=47.306 1.6313 0.612546 0.0645806 45.6747 0.182084 0.145325 0.0740557 0.0317354 0.0712692 0.0192103 45.4926 0.197483 0.119475 0.0780078 0.0484797 0.0287879 0.017889 0.0906874 0.0335528 0.0152512 0.0295282 0.0205043 0.0367587 0.0118227 0.00726821 0.00642156 45.2951 6.62595 1.4571
internal_count=4633 207 187 124 4426 405 240 190 168 50 87 4021 568 288 280 165 227 90 61 52 48 115 95 165 77 72 79 3453 263 122
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=12 12 0 15 0 12 6 13 23 20 12 4 9 3 5 17 17 20 21 4 7 21 16 14 12 21 8 17 20 9
split_gain=0.0015082 0.018652 0.0259485 0.0421661 0.0587954 0.00679996 0.00886281 0.0603574 0.00448939 0.0345091 0.041842 0.012635 0.00452949 0.0319189 0.00685792 0.00540585 0.00439769 0.00620229 0.0459863 0.0413571 0.0525269 0.0214934 0.0107526 0.0100333 0.00563156 0.00669543 0.00456815 0.00431307 0.0307702 0.0225523
threshold=133.01805689090003 138.67909474840002 85.882794977150013 32.548041893900006 94.165934477050016 128.54148248460004 14.235332606250003 117.71413924170001 0.10526500000000003 38.171717059500004 103.28033049195001 161.08698257945002 182.80199813410005 93.905154038450021 17.756175227850004 183.32030055335002 201.39543491635001 41.362929270750008 10.899813468900001 164.41789168470004 22.435297587800004 14.028898926300002 22.594947163200004 158.81906729850002 105.28371344000001 6.9984086918000008 8.1436447804000007 188.13858192940003 42.154118731400011 70.238863950400017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 8 -7 -8 12 11 -11 -10 13 14 15 -1 17 -14 19 20 -19 -20 24 -22 -21 -26 -18 28 -3 -30
right_child=1 27 3 -5 -6 6 7 -9 9 10 -12 -13 16 -15 -16 -17 26 18 21 22 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.034907265524753081 0.061318973227320231 -0.0017146008548121435 0.087090475882027063 -0.089793996790132113 -0.087970731793466456 -0.0018368707998981859 0.074510999816154097 -6.3819615880048993e-05 -0.0048916597274269455 -0.086637007793756438 0.0055408010472571354 0.07827748955549152 0.00036642099618766844 -0.00060723074145822527 -0.10060848036329609 -0.1001949016673107 -0.00075566658260891521 -0.05361104711870901 0.089141139477385112 -0.0056418973646144982 0.04255159551143891 0.018953830476185707 -0.013218750140526425 0.10030184390478313 0.014008441356540811 -0.0016665064065019058 -0.011247460531128406 0.00024417469958628549 -0.0028407291867507717 -0.088248127148552111
leaf_weight=0.0077983302090619544 0.026424070701783431 3.761827810225522 0.043297516736856778 0.094968819132191129 0.03444973845627608 0.50067791340554524 0.13807365005688155 0.50719882613930167 0.03048890427453449 0.086494820307507325 0.11434609131742945 0.045564808678910051 12.485736426890076 0.50466022815944456 0.041907933894215432 0.0047752580835052072 1.5326492103151701 0.03809110707698149 0.090455600684435811 0.54769687388749622 0.046680668652697932 0.084283139316596589 0.57788057725247188 0.084616691805422306 0.59051620237985758 0.50599735748937746 0.56908302147348866 24.050095730356144 0.05385894072154318 0.072582092753147975
leaf_count=24 41 454 19 24 46 45 98 8 12 36 38 35 335 286 33 47 34 30 16 83 35 25 19 29 137 8 45 2032 377 182
internal_value=-6.98199e-06 -0.000472783 -0.0309686 -0.0450879 0.00952101 0.000677942 0.00814691 0.0158935 0.000202167 -0.0124326 -0.0341568 0.0449361 0.000399679 -0.00845756 -0.0811749 -0.0164025 0.00068839 0.0012867 0.00576424 0.00214574 0.0497758 0.0552871 -0.00148506 0.0797697 0.0026389 0.00677508 -0.00359651 -0.000255414 -0.00334552 -0.0518679
internal_weight=47.2732 28.1375 0.19914 0.172716 0.0777473 19.1357 1.14595 0.645272 17.9897 0.276895 0.200841 0.0760537 17.7128 0.559142 0.0544815 0.0125736 17.1537 15.052 2.56622 2.39148 0.169388 0.174739 2.22209 0.131297 1.64421 1.09651 2.10173 27.9384 3.88827 0.126441
internal_count=4633 3175 130 89 65 1458 151 106 1307 121 74 47 1186 390 104 71 796 717 382 341 94 41 247 64 228 145 79 3045 1013 559
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=20 8 23 4 2 19 16 9 20 14 20 19 0 22 16 21 20 20 3 20 21 19 20 2 16 15 7 23 17 23
split_gain=0.00171109 0.032019 0.0379089 0.0416191 0.0154029 0.00934743 0.0129637 0.0168677 0.0153511 0.0107905 0.00746413 0.0112934 0.00575107 0.00709255 0.00479894 0.00423564 0.00338958 0.00324295 0.00932705 0.00364447 0.00313122 0.00309009 0.00312362 0.0057337 0.00308094 0.00447019 0.00292883 0.00424144 0.003976 0.00277626
threshold=43.426369480700011 8.3434888241000014 0.085910000000000028 179.89634997090005 78.110129541750013 11.450923895500003 18.369957043050004 206.22988073345002 43.930205408700004 278.93283044720005 43.968221017800005 14.251149826300002 104.03526427400001 -0.16533 13.534968349350001 10.096870423100002 50.189067467950004 42.91168285345001 93.181958801350021 42.844429421150004 21.779899400000001 14.651182102100002 42.686561923500008 92.716362671650018 16.874960539000003 19.198394745150004 27.589407812900003 0.075810000000000016 172.68891404560003 0.083070000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 4 3 -3 -2 9 7 8 -7 -6 -5 -12 13 24 26 -4 -14 19 29 21 -18 22 -1 -24 25 -10 28 -28 -11 -19
right_child=1 2 15 10 5 6 -8 -9 12 14 11 -13 16 -15 -16 -17 20 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.5368680545102466e-05 -0.086079370831322888 0.051538711504548307 0.059701753065929536 -0.10080573886039833 -0.10069129202686278 0.097069756332077567 -0.00082373821323268148 -0.10020413435457853 -0.069277547883518628 0.028675044553056462 -0.1002812108864195 0.085405647104543889 0.085935980328722628 -0.10005007916031361 0.094743985770813596 0.098328640321614022 -0.10004471987947355 0.0020513947984730162 -0.014863551607094412 0.0078399735304015509 0.10001717497398287 0.0068588804944268349 0.0022552400964960828 -0.012167505584967013 -0.059665099405649159 0.060703911203378307 0.066264840326353144 -0.10003068787449419 -0.078631170442381992 -0.0044729742300673031
leaf_weight=39.174575039268369 0.021076701745755488 0.058775250052349182 0.056399066196490821 0.032949061816907488 0.019676708083857242 0.038861998643934803 2.0869671257943736 0.0080515769154203554 0.0033277300841958448 0.0049565039316803441 0.0068612108007073402 0.006267231988090316 0.011658056330560385 0.0074312520915698057 0.0041556290307198642 0.057159192922540569 0.0021630529888625469 1.5326731891397605 0.56547666429848664 0.59810166459150949 0.0012255823676241562 0.64224575156822439 0.52115607168525346 0.58509060082499786 0.0044722873279283695 0.012912095671310908 0.0064131404969316463 0.0020158449449247939 0.011383330368218481 1.1353183565294278
leaf_count=2919 19 19 37 12 212 35 176 17 27 48 60 11 32 196 8 11 58 49 115 34 4 68 6 59 19 91 32 75 85 99
internal_value=-5.89284e-06 0.00255901 0.0391119 -0.0042445 -0.000994364 -0.000188624 0.000779659 0.0379173 0.0514709 -0.0435625 -0.0754001 -0.0116384 0.0104414 -0.0162404 -0.00469901 0.0791445 0.0603471 -0.000147172 -0.00319753 9.03753e-05 -0.0276875 -2.28872e-05 -0.000132611 -0.00537291 0.0138295 0.0340692 -0.0213832 0.0264942 -0.046081 -0.000724939
internal_weight=47.2198 2.46516 0.218411 0.104853 2.24675 2.22567 2.17707 0.0901036 0.0820521 0.0486012 0.0460775 0.0131284 0.0431901 0.0281434 0.0289244 0.113558 0.0150467 44.7546 3.23347 41.5212 0.00338864 40.9231 40.2808 1.10625 0.0207121 0.0162398 0.0247688 0.00842899 0.0163398 2.66799
internal_count=4633 1284 150 102 1134 1115 655 479 462 460 83 71 427 333 248 48 94 3349 263 3086 62 3052 2984 65 137 118 240 107 133 148
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=4 10 6 15 5 2 13 5 22 6 5 20 15 23 23 10 21 19 0 0 21 20 2 20 2 20 19 19 22 7
split_gain=0.00151754 0.0352234 0.0137201 0.0078005 0.00193754 0.0125206 0.00771311 0.00961002 0.00955523 0.00481357 0.00359422 0.00508791 0.00456546 0.00314275 0.00379016 0.0030989 0.00534964 0.00512812 0.00258748 0.00693312 0.00240168 0.00348374 0.00197891 0.00152587 0.0433366 0.00481679 0.00512873 0.00400142 0.033735 0.0264492
threshold=143.58239362595003 70.940344688150006 17.130400249100003 32.145494189350011 13.153721664750002 82.092636011950006 100.88707980320002 12.306951632950001 -0.59496499999999986 9.3002172980500024 10.36813655115 43.477771593600004 20.152484759300005 -0.222165 -0.20885999999999996 84.92839234085001 3.3335862513000003 10.250827068050002 101.19356403005001 101.80384402570002 20.581461612800002 49.064150740050003 296.32908460740003 38.474425342400004 60.643165405350004 38.110427674550003 12.651020723000002 13.751109481500002 -0.047144999999999999 23.960918281000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 7 9 -8 10 11 -7 22 -13 -15 16 -16 -17 -9 -20 21 -19 -12 25 -25 27 -27 28 29 -6
right_child=4 -3 3 -5 23 6 8 18 -10 -11 12 13 -14 14 15 17 -18 20 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.063114906122636177 0.087757117179862357 0.096058119991898852 -0.036948418997199833 0.067838719303770723 0.02909161049897227 -0.10004411193847729 0.10004095720475761 0.10005108609538907 -0.10014248027989253 -0.10024089260884284 -0.10007390940548065 -0.07328354513554948 0.06390915771944701 0.097113045103199402 0.046336672471794613 -0.10003417692151209 -0.10005046080093116 0.055777582222024939 0.10025397305404352 -0.042497674748046804 0.10003323272979617 -0.10002418668690012 0.020809103795779587 -0.07384587112513534 -0.00014148899364979626 -8.0049359819354846e-05 0.013374581046574106 0.0021015432359134082 -0.00055727438868621968 -0.095695192394466708
leaf_weight=0.043329600070136531 0.018745545588164297 0.033927307347767055 0.011952647735597566 0.017512757612166752 0.022830062786005967 0.0063746380992211462 0.0029040442313998929 0.010961799460346811 0.013326262409186995 0.0053396620645482775 0.0029096021923464823 0.0054128038354406263 0.014197515684870154 0.0042410934029248884 0.0039541653532069176 0.0027450782851872199 0.0067716352601223662 0.0051470461366562859 0.0074282689020037651 0.006277381962298989 0.0055518243316328153 0.0019900559903476278 0.0025333582832445245 0.079931630476493321 40.76886953363389 0.51916403478662665 0.62363796603381161 3.2787447850711828 1.6047724929304004 0.066346708255082376
leaf_count=18 105 6 23 25 162 545 3 10 112 51 32 34 46 6 6 105 126 35 1 47 9 67 17 41 2537 25 38 171 89 141
internal_value=-4.83915e-06 0.0119062 -0.0273141 0.0253318 -3.18332e-05 0.0123123 -0.000774635 0.0104566 -0.0643242 -0.00914699 -0.00127994 -0.0177307 0.0340569 -0.00307941 0.00942026 -0.00479671 -0.0460835 0.0238954 0.0638363 0.0348717 0.0507059 0.012335 -0.0438104 -6.51644e-05 -0.000285711 0.00140799 0.00726227 6.25873e-05 -0.00388394 -0.0637486
internal_weight=47.1978 0.106722 0.072795 0.0294654 47.0911 0.126812 0.108066 0.0918359 0.0162303 0.0671685 0.0618288 0.0421883 0.0196405 0.0358137 0.0304009 0.0261598 0.0107258 0.015434 0.0246675 0.0137057 0.0126889 0.0071371 0.00544296 46.9643 40.8488 6.1155 1.1428 4.97269 1.69395 0.0891768
internal_count=4633 72 66 48 4561 1357 1252 1137 115 1079 1028 933 95 388 354 348 132 216 58 48 111 102 49 3204 2578 626 63 563 392 303
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=20 8 12 22 20 2 16 23 6 4 22 13 17 9 5 15 16 5 6 7 4 20 3 20 18 12 20 3 20 16
split_gain=0.00145427 0.0283281 0.0146755 0.0155717 0.0326738 0.0134532 0.0133091 0.0126191 0.00682723 0.00632686 0.00622689 0.00530551 0.00395755 0.0412057 0.00387734 0.00379099 0.00411473 0.00312494 0.00289187 0.00366952 0.00300477 0.0025506 0.00749154 0.0029892 0.00273822 0.00257629 0.0303092 0.0197061 0.0255564 0.0129541
threshold=43.426369480700011 8.543332867800002 91.208648993800026 -0.095074999999999993 43.813842866750008 98.91243606750001 22.604947139800004 0.08574500000000003 16.415383542800004 208.25848595475003 -0.24150999999999997 92.146902421150017 196.58703564235003 191.20686769655003 1.6209823962500003 15.508466602900002 15.954962690350003 13.340155591900002 16.575387281250006 26.041753980350006 239.38000160390004 42.91168285345001 93.181958801350021 42.844429421150004 14.012834869550002 266.21985070420004 41.808689985400001 92.367355987800025 39.896141435400004 21.124950600700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 4 -4 -6 -3 9 17 -7 -11 14 13 -5 -12 -13 -17 -9 19 20 -18 23 24 25 -23 -1 27 28 -27 -28
right_child=1 6 3 12 5 7 -8 8 -10 10 11 15 -14 -15 -16 16 18 -19 -20 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.00011466280397318839 -0.084718843150491413 0.017020636106201716 0.090003707227263863 -0.00094409001172519327 -0.10014636172766229 -0.10012538876261301 0.086803091722751996 0.053298358864835686 0.098784547578482179 -0.10005408243843608 0.058024045374949089 -0.06981851537536797 0.0011708401867831879 -0.10071377791401709 -0.082483229066874442 0.07483246530830856 0.091485705092454794 -0.040365255788881067 0.074667781653605991 0.091460208091626152 -0.070431624756596478 0.0010969355391951792 -0.013250589245103901 0.0071119438399008267 -0.0066070276623184836 -0.034941425906643779 0.014253629000432567 -0.0041529092247784326 0.07949213050287024 -0.083331131904065922
leaf_weight=39.652146676187542 0.020251177795841957 0.054334758770437364 0.059037300206332133 0.55315313109542019 0.012510299626683263 0.0079368415194949193 0.054993318362903665 0.0072549254596765422 0.019084835914327414 0.0060275845924212526 0.0025215426128956117 0.0036306560621994768 1.5452155534708394 0.044744738636552484 0.0088818675655204515 0.015549186457008091 0.0013252334347271253 0.0069978946926880781 0.0041776731623031074 0.0023138457909226426 0.0084791973426945333 2.0753071846711473 0.56941177723783898 0.59523932197690399 0.59324239430523462 0.02821954523246617 0.017174613837717234 1.0703432309468608 0.063277479110375623 0.065419045497947081
leaf_count=2514 40 27 34 216 128 89 13 22 5 79 35 23 94 86 151 63 11 24 16 7 121 35 115 34 113 188 88 59 142 61
internal_value=-4.84854e-06 0.00237332 3.81043e-05 0.000781519 0.0303136 -0.00271562 0.052122 0.0102263 0.059677 -0.0168689 -0.00437909 0.0079225 -0.00150222 -0.00841053 -0.051414 0.0269957 0.0380335 0.0073111 0.00292089 -0.0218132 -0.0485458 -0.000134493 -0.00283763 7.64557e-05 -0.000615724 -2.59441e-05 -0.00450619 -0.000345149 0.0441985 -0.0630393
internal_weight=47.1682 2.43842 2.32909 2.30884 0.165729 0.106692 0.109328 0.0941813 0.0333377 0.0608436 0.0529068 0.0468792 2.14311 0.597898 0.0114034 0.0354758 0.0318451 0.0142528 0.0162959 0.0121183 0.00980443 44.7298 3.23796 41.4918 2.66855 40.8966 1.24443 1.16184 0.091497 0.0825937
internal_count=4633 1284 1244 1204 808 774 40 646 51 595 506 427 396 302 186 241 218 46 155 139 132 3349 263 3086 148 3052 538 389 330 149
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=16 13 8 6 19 7 5 20 16 3 3 6 17 21 5 5 5 6 18 9 8 16 15 9 14 8 15 21 19 14
split_gain=0.001513 0.0154236 0.0900148 0.0117737 0.0145607 0.0067547 0.0476674 0.0153481 0.00689909 0.0205971 0.0323514 0.00785069 0.00826079 0.0190772 0.0866231 0.0361253 0.0506127 0.0141617 0.0068221 0.00568389 0.0225108 0.0109283 0.00898821 0.00479524 0.00460314 0.00462462 0.00373426 0.00389624 0.00489008 0.00438716
threshold=22.604947139800004 117.62810858150002 8.4434108459500017 16.465384711100004 14.551174033150001 24.123805364200006 23.967536448650005 41.976795488650005 22.624947093000003 92.813640037450014 93.794927255050013 16.285380505300001 188.13858192940003 5.0192588681500014 21.757682542950004 23.881206071300003 24.082771358500001 16.455384477450004 13.141419083100002 184.83999455315004 8.0437227585500022 19.314954833200002 29.448090887600003 204.89606367675003 195.37489133290003 7.0445025401000008 27.756828593300003 10.738578069800001 13.551093343600002 414.58009066150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -3 -5 8 7 -7 9 -2 -11 -10 -13 14 -14 -16 -17 -15 -19 20 21 22 24 -20 -1 26 27 28 29 -26
right_child=5 2 -4 4 -6 6 -8 -9 11 10 -12 12 13 17 15 16 -18 18 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.080592072911979673 0.00099376007280523623 -0.1011578847103944 0.093852950431111498 -0.075323408596507768 0.10013923662372133 0.099103046735647571 -0.0036645176135710112 0.02553062816963439 -0.0065347252094052656 -0.028904669306190636 0.0031838544355533879 -0.0015119679744406999 -0.0038739728912084402 0.014982555620215075 0.093709721249154637 0.10103918616832182 -0.069505462353374584 0.0082524071783284178 -0.0070469872559040959 0.00014141701800634543 0.0738157396058257 -0.078881048630852296 0.082461605785201009 0.0017191572742432119 -0.032090820548364735 0.10004707203585604 -0.10028700147711617 0.025307225593278006 0.077766886359022666 0.044139673092501552
leaf_weight=0.0069657560145582878 2.0501074756030007 0.036173217318718254 0.091349254711531103 0.011813768625970056 0.0078869028948247433 0.065787892061053621 0.51451212357505938 0.049832430937385652 1.6467568491716509 0.73358711217588257 0.54956819454775996 6.185785261245881 0.53727180487476278 0.62366388424985109 0.16816265683155507 0.031993702054023743 0.038152493514644448 0.58846550905946093 1.6140707292993286 30.367937379281543 0.051860310340998694 0.016609333450560371 0.014154564822036864 1.0173122150781635 0.05224623501612341 0.0047198472893796852 0.0036638190313453825 0.044285995011904333 0.0054521500712727535 0.008824825163672112
leaf_count=281 15 19 9 96 2 47 32 27 44 46 51 187 10 45 31 2 44 36 38 2078 16 38 38 17 769 4 34 432 27 118
internal_value=-4.16972e-06 0.000409936 0.0326995 -0.0672814 -0.00507926 -0.00077925 0.00937358 0.0673933 -0.00118455 -0.00522522 -0.0151613 -0.000102877 0.000877393 0.00407717 0.0183835 0.0685635 0.00828001 0.0011903 -0.00148118 0.000254466 0.0166977 -0.00217886 0.00690063 -0.00365793 -0.00157705 0.00304067 -0.000959009 0.00232519 -0.0129745 -0.0210754
internal_weight=47.139 30.7239 0.147223 0.0558739 0.0197007 16.415 0.630132 0.11562 15.7849 3.33326 1.28316 12.4516 10.8049 4.61909 0.775581 0.238309 0.0701462 3.84351 3.21985 30.5767 0.208783 0.156923 0.140313 2.63138 0.126159 0.119193 0.114473 0.110809 0.0665232 0.0610711
internal_count=4633 3961 126 117 98 672 106 74 566 112 97 454 410 223 87 77 46 136 91 3835 1757 1741 1703 55 1665 1384 1380 1346 914 887
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=6 20 15 7 14 22 20 5 20 23 0 9 8 20 23 17 18 20 12 7 17 21 6 13 0 21 22 5 16 22
split_gain=0.00144278 0.00824538 0.0134239 0.112254 0.0112819 0.00916456 0.0225845 0.085917 0.00627221 0.00990232 0.00676133 0.00464279 0.00646424 0.00463755 0.0246366 0.0237035 0.0247041 0.0160778 0.0178815 0.0147178 0.0250828 0.00783929 0.0235556 0.0345997 0.0320525 0.0261735 0.031665 0.0164729 0.00980423 0.00863198
threshold=16.455384477450004 40.467253020850002 36.370482311550013 22.721067571950005 156.96193988595004 -0.059424999999999999 41.037275035300006 23.195398057700004 41.037275035300006 0.10020000000000003 87.261973998100004 197.20558004415003 8.1436447804000007 40.300545846000013 -0.10696499999999999 196.70927211395002 12.899561312100003 40.003678352300007 221.15890037120002 23.960918281000001 193.94976740385002 3.1734339793000008 14.745344522600002 102.83621194775002 86.624809421150005 2.0502020052500005 -0.047144999999999999 20.971847224900007 13.534968349350001 0.20852500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 -3 8 -7 -8 10 11 -4 12 -10 14 15 16 -1 -16 -19 -18 -21 22 23 29 -24 26 27 -26 -23 -15
right_child=1 2 5 -5 -6 6 7 -9 9 -11 -12 -13 -14 21 17 -17 19 18 -20 20 -22 28 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.048098749041852636 0.0027424066810144542 0.047893136832947589 -0.014586820723634916 -0.10157232892914554 -0.0038462920929786351 0.0016905175776792192 -0.07892784713136751 -0.0010290419978672709 0.0021798186056368862 0.0081522574174854347 0.0014513395909993908 0.00082844646148082799 -0.012790706921808552 0.045631602935036361 -0.00052243795968877414 -0.059219887216149236 0.08642146760489483 -0.024046216187075347 0.00067747915008781765 -0.10048095843428467 0.099661481301814778 -0.044459096239907972 -0.070873952540574631 -0.080591462030840333 0.024507388499975705 0.084695710217943407 0.085001274283549699 -0.072800484772269483 0.00095090176784676629 0.0032262017890033906
leaf_weight=0.021170211380966697 4.7572024035030749 0.04395467302339362 0.54753222913541122 0.12585230757122179 1.0231812482202416 1.096468877090955 0.18995207337138698 0.55604730968389049 0.51402767934632698 1.6656138849014039 0.5055758731905371 4.6211887128599756 0.65720126826499836 0.052913756148803226 8.5021896288507204 0.022263979532276101 0.09762445787487195 0.65272653234320788 0.53011992806564479 0.01241120520513489 0.012637966079907414 0.047658678954223599 0.024709465213163639 0.048774734693324717 0.033668363699689507 0.10656209335502353 0.040986401389091043 0.035997675897533554 20.040651142829248 0.51723050058960851
leaf_count=18 345 23 38 52 341 18 39 55 7 34 3 82 60 176 923 80 64 71 25 67 8 643 37 91 24 76 30 21 1160 22
internal_value=-4.90263e-07 -0.000761173 -0.00220465 -0.0122494 -0.00171518 -0.00104724 -0.0074417 -0.0208642 0.000337011 0.00135711 -0.00688722 -0.000596845 -0.00622046 0.000402169 -0.00138723 0.0367987 0.0516603 -0.00204215 -0.0129657 0.0688761 0.000496169 0.00124362 0.0105883 0.000246239 0.0370466 0.0493232 0.0152583 -0.0257733 0.000843168 0.00716175
internal_weight=47.1041 16.3038 11.5466 1.19299 1.06714 10.3536 1.84247 0.745999 8.51114 7.45803 1.05311 5.79242 1.17123 30.8003 9.85114 0.166108 0.143844 9.68504 1.18285 0.122674 0.0250492 20.9492 0.860843 0.618919 0.241924 0.217215 0.110652 0.069666 20.0883 0.570144
internal_count=4633 1097 752 416 364 336 112 94 224 183 41 149 67 3536 1256 237 157 1019 96 139 75 2280 477 289 188 151 75 45 1803 198
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=10 10 15 2 21 7 22 0 21 7 7 5 9 16 9 20 20 22 18 2 0 15 6 15 13 21 15 22 15 19
split_gain=0.0013293 0.00797276 0.0151057 0.0987664 0.0044882 0.00765028 0.0532887 0.0362565 0.0226785 0.00439797 0.0625398 0.0102788 0.00452821 0.00427445 0.0143037 0.0473578 0.00818106 0.00401152 0.0218339 0.0281243 0.0276492 0.0396495 0.0253688 0.0182785 0.0170358 0.011683 0.00927222 0.00741709 0.00590015 0.00682647
threshold=61.987779113750001 61.966271448700006 49.977661466200011 77.002902305750027 11.007427546000001 23.164713644150002 -0.013285 85.732241321850012 11.772995266200001 23.299327580650004 22.650953015950005 22.245176011200005 204.51365672970005 22.654947022900004 193.70978346765003 42.654057868200006 40.467253020850002 -0.16533 13.480563334700001 199.01127796720002 86.780739992750014 37.491361913600009 13.825323026450002 24.140213186200004 109.47132661375001 4.1356549245000007 27.220712026400005 -0.237895 23.884857921950005 10.550851274900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 6 7 8 -6 10 -1 -12 -11 17 -15 16 -16 18 19 26 -20 22 23 25 -24 -22 27 -2 29 -27
right_child=13 2 -4 -5 5 -7 -8 -9 -10 12 11 -13 -14 14 15 -17 -18 -19 20 -21 21 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00098927694009585108 -0.10014906109495221 0.0014043198335293283 0.0038858468677363308 -0.093746973124607835 0.079731177534180117 -8.0429969656614482e-05 -0.0033076310573917824 0.086049535070536254 -0.084190770905178097 0.0089841782327214383 -0.10193539118775181 -0.044335750107544911 -0.00086177549542924446 -0.00011189261337536541 0.032257939586568952 0.0025671886556188615 0.081708666088302073 -0.00014560564971679297 -0.094543557908981155 -0.088063816880338638 0.069514663966553744 0.097514620205837232 -0.10040509184926741 -0.090564017723125223 -0.0053934795584683996 0.035773174744810121 0.098369218794558066 0.065648099983085698 0.081946922052630058 -0.050709838586246149
leaf_weight=2.5694959237623238 0.0045256005851115333 0.50875597330741562 0.52011230721294055 0.13886440708381542 0.013069785398556744 1.5208363325873504 0.51525888312826162 0.13155963155440986 0.023825601234719329 0.60745148465093768 0.063218544454770043 0.060756054337389287 2.0216609318058545 2.0761389763351867 0.049522585364684235 0.53897641620142167 0.10311533297499409 35.240076444763972 0.029404364977768438 0.011420158653209 0.048579343312875167 0.040971570344481734 0.040037939739704598 0.013123570350330738 0.035697292711120099 0.015051882501200708 0.05583250764721015 0.0066823444070508442 0.007211134747194591 0.023187561766903286
leaf_count=490 75 4 9 88 13 18 30 13 69 32 8 35 49 47 20 22 42 2894 24 27 207 21 47 52 15 60 40 23 8 151
internal_value=-1.21426e-06 -0.00111755 -0.0088056 -0.0189983 7.51456e-05 0.00386937 0.0126552 0.0614812 -0.0261232 -0.00149638 -0.00433634 -0.0737076 0.00141311 0.000251955 0.0040373 0.0164927 0.0656646 -4.25736e-05 0.0109028 0.0569961 -0.00337675 0.00859814 -0.0113213 0.01999 -0.055622 0.0354198 0.0817066 -0.00129831 -0.00102207 -0.0166682
internal_weight=47.0344 8.69487 1.16773 0.64762 7.52713 2.20455 0.683714 0.168455 0.0368954 5.32258 2.69347 0.123975 2.62911 38.3396 2.76775 0.691614 0.152638 35.5718 0.331725 0.0784606 0.253265 0.22386 0.182889 0.107153 0.0757352 0.0940299 0.0670405 0.0112079 0.0454506 0.0382394
internal_count=4633 858 101 92 757 143 125 95 82 614 533 43 81 3775 131 84 62 3644 750 165 585 561 540 478 62 426 138 98 219 211
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=20 8 12 15 4 12 23 23 21 21 2 18 17 4 2 19 0 0 4 20 16 3 9 9 12 5 4 8 20 13
split_gain=0.00131913 0.0366482 0.0091501 0.00794001 0.00818179 0.00606052 0.00325204 0.0195487 0.0146805 0.00557656 0.0107291 0.00298196 0.00236379 0.00177294 0.0183553 0.0283584 0.0403778 0.0162384 0.00823862 0.00395441 0.00844147 0.0297585 0.0203606 0.0978191 0.00997444 0.00752391 0.00716265 0.00548911 0.0035173 0.00398229
threshold=43.735142172100005 8.543332867800002 91.208648993800026 38.469938489650012 204.11408090635004 103.28033049195001 0.085715000000000027 0.090465000000000031 8.3507597823000008 5.514213733400001 155.18475231920004 13.781134552700001 174.72950843050003 202.17358131775003 120.31044416595002 13.351077205700003 99.88966183685001 94.165934477050016 205.83748347565003 41.362929270750008 22.614947116400003 93.82450029455002 197.00658341100004 191.20686769655003 128.17419754425001 16.316541761950003 176.39898793990002 8.3434888241000014 40.986363433950011 109.64607639220002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 5 -5 -4 9 11 -9 10 -7 -8 -12 19 15 16 17 -15 -17 28 22 24 23 -21 -22 -24 -25 -27 29 -1
right_child=1 -3 3 4 -6 6 7 8 -10 -11 12 -13 -14 14 -16 18 -18 -19 -20 20 21 -23 25 26 -26 27 -28 -29 -30 -31
leaf_value=-0.0012755783263834462 -0.077532372404876287 0.065518222668740203 0.072709111706260363 -0.092309352418040225 0.0037221481735595762 -0.10050126817787755 0.099166386735239975 0.065280265451456307 -0.094554003760934216 0.00055090374537462372 0.059975418850080578 0.036825932798474702 -0.025882198039885753 0.099084993149787276 -0.00042020976486073584 -0.042528044472668516 -0.10044684935501701 0.0031535120475529883 -0.10110180171458238 -0.00070637855035331112 -0.071956676854431953 0.0031525117872275958 0.01201744240878551 0.055368564908400732 -0.018416358121314483 -0.0063584728978914457 0.098454745308184155 0.0029669860082836208 -0.0076265015112223864 0.0021182558754881619
leaf_weight=8.3422592041865276 0.015315057799685117 0.088191124586614822 0.011738903495768116 0.018654207349754759 0.016918448166677535 0.015442526005415291 0.020109110620978643 0.0086295305369503694 0.017200343611378344 1.5643000820486994 0.0073785852277126196 0.01240706488721699 0.0056713676024209292 0.031551381970307324 25.452321754595925 0.051753930849372409 0.025815112966226128 0.040033815914711113 0.044799413186410675 0.55163078377849517 0.077888567117042729 0.58734026962156349 0.56619735036135344 0.056732831406407058 0.062892040819860995 1.0369465184630828 0.12060431006830186 1.6130766811511419 0.60948111992428344 5.9045329322364362
leaf_count=305 37 25 67 15 28 246 7 28 45 579 28 46 37 14 2236 25 88 27 20 69 35 41 20 9 9 16 74 64 44 349
internal_value=-1.23959e-06 0.00265201 -0.00058311 0.000110747 -0.0466365 0.00111078 0.000601741 0.0237896 -0.0411548 -0.000247658 -0.0440905 0.0753794 0.0226626 -0.000107071 -0.000653746 -0.0313004 0.00677071 0.0454356 -0.0697055 0.000610822 0.00314792 -0.0067451 0.00497377 0.0200635 -0.0480382 0.00155363 0.0846708 -0.000682039 -0.000187268 0.000130984
internal_weight=46.9778 1.80196 1.71377 1.69845 0.0355727 1.66288 1.65114 0.058346 0.0258299 1.59279 0.0284925 0.0325162 0.01305 45.1759 25.6463 0.193954 0.0974003 0.0715852 0.0965533 19.5296 4.67331 0.728121 3.94519 0.728968 0.140781 3.21622 0.177337 2.65002 14.8563 14.2468
internal_count=4633 1188 1163 1126 43 1083 1016 126 73 890 311 53 65 3445 2410 174 129 41 45 1035 337 85 252 152 44 100 83 80 698 654
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=22 23 23 20 19 22 8 23 23 19 20 22 9 17 17 23 22 22 16 20 16 8 22 22 20 20 15 14 10 10
split_gain=0.00134586 0.0103946 0.0334687 0.0327604 0.0249568 0.0171378 0.0116542 0.00714116 0.0196815 0.0164318 0.0517693 0.0644566 0.00759984 0.0433868 0.0112774 0.00416944 0.0344036 0.0775711 0.0175801 0.0097112 0.0167138 0.0820048 0.0366426 0.013811 0.0109678 0.0104317 0.0103658 0.00461071 0.00443762 0.0649052
threshold=-0.036264999999999999 -0.093130000000000004 -0.27297999999999994 41.772405911750006 13.351077205700003 0.26597500000000007 3.2474657100000006 0.096480000000000024 0.10214000000000002 14.251149826300002 40.21994457600001 -0.016014999999999998 200.95377551580003 200.85989963400002 194.99099661610003 0.094780000000000017 -0.063379999999999992 -0.053874999999999999 22.614947116400003 41.037275035300006 20.804951349000003 8.6432548896500023 -0.59496499999999986 -0.088274999999999992 34.969856643350006 40.518963363600001 40.726271367500011 144.12207640715005 75.499969677400017 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 4 5 -4 -5 9 -9 -3 -11 -12 -10 14 -14 27 19 18 -18 20 21 22 -17 -21 -24 26 -22 -1 -29 -30
right_child=1 7 3 6 -6 -7 -8 8 12 10 11 -13 13 -15 -16 16 17 -19 -20 23 25 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.035592998712083261 -0.10053915605757194 -5.530080953767198e-05 -0.072928444730871442 0.045606395335041593 0.09008533558611434 0.077359949848732956 -0.10091527378089181 0.019206696394878976 -0.00019731815254443337 -0.00020379030619380496 0.035636911152291499 -0.095895075615068714 0.033515086306026856 -0.0014117410668356947 0.09063091105845357 0.061487619399415772 0.050261345685734905 -0.088004521384859369 -0.021455251389668556 -0.00029192152030063493 0.012823615308119068 0.0019997052644777791 -0.0052573632997103929 0.015618461276303779 -0.097830829823173593 -0.0098935048812178461 -0.0017836947349682602 -8.2151209994664283e-05 0.090978176009725853 -4.8973788366304842e-05
leaf_weight=0.036940527783349775 0.018696284219043235 7.3068880666491793 0.019052094015165499 0.007596216890476625 0.090431522374274209 0.012609285733531483 0.019022499478452914 0.66840866495310791 5.2544692126370105 0.5539614608787814 0.050874202708598659 0.13918877547746433 0.071735236277589709 0.56592976987568022 0.066724821990355565 0.017634656960410666 0.073772993853367552 0.14391943657815964 0.063689426780911162 2.7172649864997376 0.65353305330791123 0.51960790421162528 0.013966890081545169 0.68265077561682108 0.15294415010678275 1.0466896565485511 1.8929145587753735 22.820364435934312 0.083921612647828048 1.1759922917523318
leaf_count=38 88 599 50 40 30 40 64 71 122 39 37 65 35 51 12 27 26 38 19 165 48 15 40 61 168 17 24 1645 9 950
internal_value=-4.22375e-07 0.000786891 0.0255641 0.041418 0.0633335 -0.0130754 -0.0591022 0.000504302 0.00293541 -0.00149691 -0.0156546 -0.0606879 0.00111025 0.0108642 0.0610396 -0.000364586 -0.00234618 -0.0366907 0.0170334 -0.00109067 -0.00425009 -0.0183379 -0.0756006 0.00290264 -0.0900844 -0.00148927 0.0019652 0.000290977 0.000236821 0.00601425
internal_weight=46.9414 14.8456 0.167408 0.148712 0.122093 0.0316614 0.0266187 14.6782 6.62727 8.05091 0.744024 0.190063 5.95886 0.70439 0.13846 32.0958 7.97859 0.281382 0.137462 7.69721 4.29729 0.704154 0.184546 3.39992 0.166911 3.59314 2.54645 24.1172 24.0803 1.25991
internal_count=4633 1343 312 224 120 90 104 1031 291 740 141 102 220 98 47 3290 648 83 45 565 339 250 235 226 208 89 72 2642 2604 959
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=0 21 2 20 10 23 23 3 10 10 23 18 5 9 14 22 13 3 15 0 23 22 8 12 0 15 21 16 2 22
split_gain=0.001406 0.0271753 0.0171164 0.0128741 0.00886097 0.0460155 0.0305085 0.0111588 0.00753517 0.007646 0.00697017 0.00650853 0.0059543 0.00541566 0.00465406 0.0113522 0.00392801 0.00383824 0.0235941 0.0538344 0.0289091 0.0330505 0.0278369 0.0217047 0.015824 0.0822408 0.0325041 0.0224224 0.0568121 0.013003
threshold=97.886760529650019 6.7841715403000018 201.25557642380002 43.384297312450009 75.499969677400017 0.092895000000000019 0.085235000000000019 82.081315180750025 75.806453904250006 76.621056717750008 0.08674500000000003 15.502113896900001 16.546942136250003 212.49340169810003 144.12207640715005 -0.11051999999999999 92.146902421150017 85.589753040950015 30.247508226550003 93.501885318850015 0.085520000000000027 -0.14314999999999997 8.3434888241000014 96.350437043050007 95.988709089550014 28.579157549250002 1.0221947271500003 18.284957241800004 84.740378741850009 -0.237895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 12 6 7 -6 -4 -10 -11 -5 13 -1 15 -14 -13 24 19 20 22 -22 23 -19 25 27 -27 28 -16 -25
right_child=1 2 8 11 5 -7 -8 -9 9 10 -12 16 14 -15 17 -17 -18 18 -20 -21 21 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.013439629176578961 -0.00039609021001538338 -0.096985917230798524 -0.10014083900809406 -0.10008902852774243 0.089781815557602798 -0.00065413457777779795 0.091296948742503978 -0.09441161194053975 0.099788488113891405 0.025416378107721328 -0.057741232196750585 -0.037212412519528525 0.011495517796768912 -0.00043576802095770042 -0.07965613637557499 -0.067901607945998393 0.09935278722181333 -0.10248785475051891 0.00012229232587812589 0.078821277362904216 0.066915148715442116 -0.10048388282820847 0.082748545266346715 -0.10034519559649319 -0.000614812528503367 -0.01189982644982749 -0.10048301591677362 -0.0060764932387688498 0.089083681473248244 0.038535000880801758
leaf_weight=0.62086645985595967 5.2578251208787377 0.061680628678822624 0.0072649598697580578 0.0037698374303545288 0.0043255520056381105 0.52775452917484245 0.097128672778580949 0.013725546943554434 0.0078015997187321764 0.025062191399918277 0.016860445253468193 0.003120166574843708 0.038616937421465991 0.514312117924419 0.027074683675890721 0.033744197014128896 0.0064808603920027963 0.020711477616916052 29.78633300931412 0.12421080278727459 0.015526216034693618 0.049068789739294516 0.047053404185589898 0.0079083065363274585 8.6748294943665751 0.060508609984708528 0.13132044140002108 0.56114178377902135 0.075853969223359741 0.045697253481117528
leaf_count=105 1113 184 52 19 5 20 24 109 3 230 62 56 39 10 13 27 11 42 1269 38 34 83 21 159 107 27 256 49 59 407
internal_value=-1.93178e-06 -0.00152134 -0.0463285 -0.0777025 0.000195509 0.0118439 0.0691098 -0.0502737 -0.00501081 0.00888816 -0.00802795 0.0112531 1.21086e-05 0.00715314 -0.000192084 -0.0255298 0.0549715 -0.000145816 0.000408011 0.0278457 -0.00620209 -0.0602474 0.0225616 -0.0155454 -0.00189471 -0.0148669 -0.0725412 0.00179335 0.0446978 0.0180463
internal_weight=46.8676 5.38987 0.132041 0.0750515 41.4777 0.642934 0.11518 0.0180511 0.0569892 0.0497242 0.0419226 0.0133709 40.8348 1.13518 39.6996 0.0723611 0.00960103 39.6272 30.0965 0.310176 0.185965 0.064595 0.12137 0.074317 9.53073 0.855899 0.191829 0.66407 0.102929 0.0536056
internal_count=4633 1730 617 270 2903 158 138 114 347 295 292 86 2745 115 2630 66 67 2564 2053 784 746 117 629 608 511 404 283 121 72 566
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=5 5 13 6 23 23 10 5 18 12 6 13 22 9 21 5 7 15 0 6 22 2 22 17 10 5 15 21 14 22
split_gain=0.00169989 0.0097022 0.0150764 0.00476474 0.00331737 0.0044191 0.00545564 0.00332293 0.00352787 0.00409797 0.00321277 0.00303049 0.00394516 0.00264944 0.00262975 0.00262836 0.00341355 0.00240403 0.00176311 0.0140781 0.0296714 0.026468 0.0166622 0.0097947 0.00781821 0.00522549 0.0066119 0.00438471 0.00387338 0.00972704
threshold=13.153721664750002 12.306951632950001 100.88707980320002 9.3002172980500024 0.096915000000000015 0.089505000000000015 82.299080289250014 10.36813655115 16.161386252450004 279.38363401210006 3.6650856341500009 105.63489686155002 0.70691500000000018 202.05151640955003 22.923548677750002 9.1899936892500005 23.299327580650004 5.1773271655500013 97.886760529650019 11.895277931250002 -0.13509999999999997 206.22726210890002 0.11061500000000003 199.45200027940004 75.499969677400017 16.546942136250003 21.761438576950002 4.6633733285000014 144.12207640715005 -0.089569999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 5 6 11 8 -8 14 17 12 -1 -3 -10 16 -7 -11 24 -20 23 22 -22 27 25 26 -2 -21 29 -27
right_child=18 2 -4 -5 -6 15 7 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.10007235545253207 -0.0016671041598869366 0.03791914456219108 -0.05799972326936486 -0.10016872668610131 -0.10004796262873515 0.099105283846515985 0.065993093602148098 0.074398179495475544 -0.10005047998682844 0.081392311094145797 0.072544310544836163 0.039698381740176411 0.0612635388062788 0.092959199497046729 0.052846657927803964 0.091014181291063076 -0.10007192941345458 -0.10001861182701105 -0.00071703487544058837 0.075543820290723512 -0.10051467532677485 0.044347013868987047 -0.016209974201504499 -0.028436203632165619 0.011223890902573294 0.008689919271141041 0.013780050987089188 0.013602191336142608 -0.00013226523684319597 -0.066131989015472889
leaf_weight=0.011631075061645346 0.50796461936260928 0.013209578210851447 0.011035080857254798 0.0057507267053384927 0.0034502042376518818 0.0015176423203353551 0.0052714863144451831 0.0067310534176812089 0.0072736198646110861 0.0010059987416752847 0.0050568967027544431 0.0025606539566069833 0.0017427646344003742 0.02588085169669796 0.0013307082117535174 0.007529051278680754 0.0019870381134585724 0.0026672943764673995 5.0768204776359189 0.028599470506833313 0.077810309615699569 0.022252782562645734 0.033553141352967941 0.023205218716213949 0.63202554348096995 0.04034510054407292 0.60967348219560336 0.019033970775126363 39.591579757956097 0.030517583558775097
leaf_count=280 13 31 24 132 112 4 50 37 286 37 54 4 4 40 4 26 69 168 273 21 119 31 21 37 44 42 55 27 2564 24
internal_value=-2.45138e-06 0.0121073 0.045221 -0.0132314 -0.0048648 0.000967715 -0.0128629 0.0127213 -0.00564334 -0.0274282 0.0208415 -0.059966 -0.0790484 0.0743599 -0.0764041 0.0577148 -0.0138216 -0.0503359 -3.244e-05 -0.00175314 -0.0274808 -0.0552188 -0.0751142 0.0248388 0.000187001 1.5947e-05 0.00675935 0.0507924 -0.000174074 -0.0235327
internal_weight=46.809 0.115632 0.0501255 0.0655062 0.0597555 0.0563053 0.0452716 0.0293371 0.022606 0.0173345 0.00873019 0.0159345 0.0133738 0.0390904 0.00860433 0.0110337 0.00350468 0.00367329 46.6934 5.28128 0.204455 0.133616 0.111363 0.0708387 41.4121 40.7801 1.11764 0.0476334 39.6624 0.0708627
internal_count=4633 1362 95 1267 1135 1023 924 636 599 549 259 288 284 71 290 99 73 205 3271 529 256 171 140 85 2742 2698 68 48 2630 66
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=4 10 20 20 12 4 23 2 13 2 21 20 4 15 18 18 16 7 15 5 7 15 8 2 6 19 10 22 21 5
split_gain=0.00145401 0.0282652 0.0109059 0.00470174 0.00211175 0.00552943 0.00757416 0.00287325 0.00250008 0.00184544 0.00596953 0.00253113 0.0579995 0.00514717 0.0370341 0.025935 0.0177378 0.0152703 0.0196891 0.0100377 0.0118864 0.00713491 0.0070862 0.00695989 0.00513703 0.0342588 0.0100266 0.00660616 0.00545804 0.0259982
threshold=143.58239362595003 70.940344688150006 38.238138001450004 39.955516828000007 82.846568806150017 156.40313730310001 0.084365000000000009 62.357017394150006 104.55682515125001 67.992056490600007 1.0000000180025095e-35 38.804629908750009 169.30632827135003 31.584168001000005 14.668863553700001 15.015859748200002 18.764956119400004 23.432223030750006 31.028113015250003 15.332427622700001 24.930088150450004 33.787611863550005 7.8438787148500007 164.37582864125002 16.585387514950003 14.551174033150001 61.546871980350012 -0.017745 1.8364927951500001 21.836296031200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -7 -2 10 -9 12 -11 14 17 -16 19 18 -14 22 -21 -15 -17 -24 28 26 27 -26 29 -13
right_child=4 -3 3 -5 5 7 -8 9 -10 11 -12 24 13 21 15 16 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.036547893480215081 -0.0089388583692547301 0.095565814828428755 -0.085998065737173238 -0.020880801686084978 0.049438302113941006 0.0072939736722802771 -0.0031776981736264284 0.0036149029038033001 -0.0010762353875605187 0.083265365748157447 -0.01118219736583155 -0.0099380984483923816 -0.089558561101414344 -0.011456116374758124 -0.095788686130881151 -2.5993643174576444e-05 0.085361566922194848 0.083971439093036865 0.10008681619592488 0.040841354889551318 -0.1001840320316731 0.0012188867085735613 0.088638391333197258 -0.012933885199828923 -0.064330232419512565 -0.00063016632611940604 -0.10060852258000715 0.043947708714615487 -0.00011127961054037679 0.052691717654770147
leaf_weight=0.020407000390142538 0.54740810614196478 0.028453068865928799 0.021082423743791878 0.023390680797547247 0.053563527846590797 0.54278169646165864 0.055922905755323882 0.52391339681343996 1.5480657239440914 0.087029966653405455 0.56845531922307657 0.17436067407271494 0.0129402755365714 0.55935154131930209 0.027651311260243006 0.50851227477201832 0.025215043235220946 0.080519316930036666 0.0094887606101110578 0.0085161594597593648 0.02004203338373145 2.1556382804892564 0.018151744012538273 0.010736187375073314 0.014011254952237095 0.53807969495824182 0.047895558235666158 0.0094249634216926337 38.438599590470282 0.10692523080433602
leaf_count=24 53 6 11 31 22 11 18 6 27 73 67 288 163 30 44 350 9 34 7 12 50 157 33 26 90 38 59 129 2617 148
internal_value=-2.80991e-06 0.0124662 -0.023977 -0.0517496 -2.77337e-05 0.00011804 0.0225634 6.28015e-05 -0.00313022 -2.65126e-05 -0.00408533 7.69507e-05 0.0026445 0.000602919 0.00810865 -0.00113038 0.00329713 0.0636446 -0.00932776 -0.000359068 -0.0581297 -0.00139246 0.00271095 0.0508891 -0.000153094 -0.00926291 -0.0743826 -0.0207859 -9.71521e-06 0.0138694
internal_weight=46.7865 0.0933332 0.0648801 0.0444731 46.6932 44.5977 0.109486 44.4882 2.09547 43.9455 1.09237 42.8531 3.52379 3.43676 0.721773 0.618825 0.591173 0.102948 0.022429 0.565958 0.0285582 2.71499 0.5374 0.0288879 39.3293 0.609411 0.0713318 0.0234362 38.7199 0.281286
internal_count=4633 72 66 42 4561 4481 40 4441 80 4430 73 4357 988 915 728 524 480 204 170 471 62 187 409 59 3369 316 278 219 3053 436
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=22 23 23 20 19 21 8 23 23 19 20 22 9 17 17 21 5 9 21 16 5 22 22 6 16 2 16 2 7 17
split_gain=0.00129109 0.0173547 0.0211611 0.0294509 0.0207547 0.0143973 0.0101731 0.00601965 0.0160987 0.0140951 0.0460337 0.0573822 0.00710017 0.0355859 0.0137878 0.00372535 0.00534691 0.00361003 0.00345767 0.0276054 0.00336555 0.00334711 0.0189439 0.0943735 0.0311353 0.0139091 0.0133767 0.00840319 0.0738013 0.0314352
threshold=-0.036264999999999999 -0.27297999999999994 -0.093130000000000004 41.772405911750006 13.351077205700003 2.0043664108500008 3.2474657100000006 0.096480000000000024 0.10214000000000002 14.251149826300002 40.21994457600001 -0.016014999999999998 200.95377551580003 200.85989963400002 192.92322630085002 5.0655779142000013 19.897785533950003 201.40496258350001 4.6112647835500011 18.804956025800003 18.678742451450002 -0.053874999999999999 -0.064729999999999996 14.865347326450001 22.634947069650003 77.002902305750027 18.194957452300002 71.708303056200009 23.322419822750003 188.70679832985002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 3 4 5 -3 -5 9 -9 17 -11 -12 15 14 -14 16 -10 -4 19 -19 -17 22 27 -24 -25 -23 -27 28 29 -1
right_child=1 2 7 6 -6 -7 -8 8 12 10 11 -13 13 -15 -16 20 -18 18 -20 -21 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.029233101530970043 -0.10049479509642428 0.056656234069399118 -0.0029789114676551137 0.043112629361003386 0.088686066947002345 -0.084332740000844147 -0.10082638723856713 0.017624254845404818 -0.0025454128058366274 -0.00033759553316275765 0.031997490160624996 -0.094561318080004189 0.01922248562034207 -0.00013698251640479819 0.085683987101775994 0.0034060772779732234 0.01117012128322277 0.00074170695350489339 0.00059759150091803564 0.064648489881469026 -0.0031988618646416598 0.00033002713112337983 -0.0089996565956414094 0.082976085209495509 0.012193691851029673 -0.00036853028822417429 -0.021638969727583848 -0.00024236543531921636 -0.10100709966644872 0.062609041832726434
leaf_weight=0.068540788904658423 0.016904169073366115 0.015340075771869688 2.6011357014022707 0.0068754728220312691 0.080444183746294584 0.013721574420657134 0.017178109731080582 0.65631686555003277 0.52321039317133322 0.55188141110556888 0.049863698858985117 0.12725227207613443 0.053344712063008504 0.56895089602329563 0.075241211256717122 1.0294827911672406 0.62229986186139286 0.5523035249804148 4.0668789816602384 0.077018419491651002 3.0782001679245923 3.5558935462031469 0.56908166549450356 0.20054923301177041 0.090047692841835669 0.53444149068861413 0.66175444418354346 26.139251521060743 0.074541381331314938 0.081678651447873563
leaf_count=55 88 40 359 40 30 50 64 71 33 39 37 65 31 51 16 25 10 153 60 27 54 20 54 47 23 33 52 2885 97 24
internal_value=-1.73222e-06 0.000771054 0.000886976 0.040511 0.0625191 -0.00991227 -0.0596829 0.000525326 0.00276079 -0.00131485 -0.0145734 -0.058931 0.00112147 0.0106008 0.058112 -0.000137223 0.00490557 9.66808e-06 0.00166499 0.00856282 -0.00154351 -0.000359026 6.84318e-05 0.0146767 0.0610426 -0.00280784 -0.0121357 -0.000407916 -0.0196611 0.0207041
internal_weight=46.7596 14.7838 14.7669 0.133559 0.109506 0.0290617 0.0240536 14.6334 6.60705 8.02633 0.728997 0.177116 5.95073 0.697537 0.128586 5.25319 1.14551 7.29734 4.6962 0.629322 4.10768 31.9758 27.2237 0.859679 0.290597 4.75209 1.1962 26.364 0.224761 0.150219
internal_count=4633 1343 1255 224 120 90 104 1031 291 740 141 102 220 98 47 122 43 599 240 180 79 3290 3185 124 70 105 85 3061 176 79
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=5 5 19 6 6 23 23 19 0 16 9 21 15 0 21 0 17 22 3 10 5 12 20 5 9 10 0 20 23 16
split_gain=0.00136299 0.00814433 0.0129537 0.00537751 0.00432289 0.00300237 0.00393037 0.00430561 0.00387169 0.00294922 0.00234317 0.00412011 0.00369683 0.00219541 0.00199732 0.00409421 0.00194953 0.00194925 0.00152457 0.0070484 0.00688541 0.0417313 0.00993824 0.0036908 0.00537544 0.0030368 0.0154058 0.0526088 0.042914 0.0593709
threshold=13.153721664750002 12.306951632950001 12.350996516100002 11.475268117800002 9.3002172980500024 0.096915000000000015 0.086255000000000026 12.050972309250001 109.63801101780003 19.559954260300003 40.734022239000005 12.944362924650003 11.870705757150002 112.37754985275001 20.581461612800002 110.78598263955001 194.75204781875001 -0.081844999999999987 81.075831839950027 75.499969677400017 14.47989612135 200.88600031510001 34.823977857500005 16.546942136250003 212.49340169810003 66.859265246100009 93.843319501450011 36.772607578000013 0.11458500000000002 19.079955382750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 17 5 6 7 10 16 -9 11 -1 -12 14 15 -13 -8 -4 20 23 -2 22 -22 24 -20 -25 27 -27 29 -29
right_child=18 2 3 -5 -6 -7 8 9 -10 -11 12 13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.087886580614964516 -0.00026557878067959279 0.077367678719179295 -0.025685228539887334 -0.1001549129511614 -0.10015251214680415 -0.10004336506015221 0.0026949131146545603 -0.088688338985236578 -0.10006650076872747 0.090323188557451042 -0.10006603581731804 -0.10003227019090755 0.072086341708791232 -0.052233105268592352 0.10002452106698911 0.089888191255012906 0.086277135942010724 0.077401374160039102 0.011969555185246457 0.010311585691129421 -0.0035483886727720997 -0.0020179118870150242 -0.10037943099935827 0.00035770488366630975 -0.0019204852880248446 0.048785189286369927 -0.0009210933885462594 0.0083128623063808329 0.064809450326195672 -0.097725762788934439
leaf_weight=0.0055702381314820517 4.1014877978392397 0.032563973365228094 0.0039150133516159258 0.0069192282535368577 0.0052054177149329908 0.0031227614101254622 0.0039538834090908645 0.0093950011003309797 0.0016628681984640634 0.0010202789126196885 0.0014812992442723169 0.0021427851625048788 0.0078995526713732112 0.0032750523792515205 0.0036267824179958552 0.0024136358515534084 0.0094852768307704949 0.0034512730562710203 0.61256077848338353 0.67361935092890135 0.012908320654332672 0.5316894576289144 0.059256486907685257 29.643552422176214 0.51107285980469896 0.07921743083443189 10.11723108270081 0.082703676733522968 0.031674227153416723 0.14603791539411759
leaf_count=302 260 39 28 13 132 112 34 239 95 3 83 63 77 37 8 12 70 15 70 62 16 112 95 1890 15 28 539 103 6 75
internal_value=-7.42744e-07 0.0112672 0.0425401 -0.0368499 -0.0130482 -0.00481167 0.000915367 -0.0167032 0.0438763 -0.0711524 0.00477042 -0.0173379 0.0449023 0.0169581 0.0446496 0.000572751 0.0616867 0.0226132 -2.6639e-05 0.000165037 -0.00173337 -0.0117029 -0.083059 -7.62537e-07 0.00565182 -0.000159151 -0.00162435 -0.0225736 -0.0442806 -0.0593865
internal_weight=46.7101 0.107104 0.0468495 0.0142855 0.0602548 0.0550494 0.0519267 0.0368246 0.015102 0.0104153 0.0264093 0.0170285 0.00938085 0.0114583 0.0081832 0.00455642 0.0134392 0.00736629 46.603 41.8977 4.70534 0.603854 0.0721648 41.2241 1.12363 40.1004 10.4569 0.339633 0.260416 0.228742
internal_count=4633 1362 95 56 1267 1135 1023 824 199 242 582 422 160 120 83 75 104 43 3271 2788 483 223 111 2726 85 2641 751 212 184 178
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=12 17 7 0 2 14 7 18 20 8 21 6 16 9 17 7 6 23 23 7 8 5 21 18 22 5 10 23 16 21
split_gain=0.00152408 0.00363011 0.00389098 0.00312843 0.00217461 0.00257096 0.00143953 0.0366315 0.0351013 0.0305827 0.0282553 0.0225782 0.0417301 0.0298009 0.0374432 0.018816 0.0178282 0.0163168 0.0112458 0.010536 0.00834551 0.00564266 0.00469946 0.0500932 0.0233519 0.0140895 0.0301301 0.0227435 0.0167171 0.0113708
threshold=82.846568806150017 183.32030055335002 22.650953015950005 96.978061681550017 62.357017394150006 156.96193988595004 23.109894804950002 13.344136431100003 38.621016321050007 8.2435668022500028 3.6533552218000005 16.375382608200002 22.614947116400003 194.82237869650001 189.00567661160002 22.673598830200003 15.825369757250002 0.09721500000000001 0.099855000000000027 22.650953015950005 5.1459841250500009 20.315138807500002 2.3083050893000006 13.713893333650001 -0.08158 20.911722254300006 67.254468591300011 0.10487000000000003 22.634947069650003 0.98843639725000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 7 11 10 17 18 12 13 14 15 16 20 19 -9 -10 -7 -13 23 24 -8 26 29 28 -27 -25
right_child=4 2 -4 -5 5 6 22 8 9 -11 -12 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.0064839265545954582 0.0062834505316077538 -0.00038990768317913972 -0.012417102545168326 -0.0041887864938724038 0.017988827237674851 -0.001634240258858775 -0.0097784439684629014 0.022746130039598585 -0.012671706791160933 -0.09206062353732003 0.09960801628754673 0.010336938293877843 -0.10194597485713859 -0.093591880173084008 0.097742323473610213 -0.10102089898267996 -0.1003273179069544 -0.10052099213675768 -0.098757517827534363 0.086894420908462014 0.099245497759930967 -1.345517005065263e-05 -5.6812884213190179e-05 0.095750426544128853 0.088535765344160411 -0.097833801948410792 0.00089122668071009111 0.060726112803293292 0.0046731618133781013 0.018067641293096622
leaf_weight=0.58261142615833994 0.56592692471958983 0.51209284807555355 0.56660786389022633 0.5195856379345436 0.079701615744631193 0.016199351695745601 0.031958304971340112 0.014843184846994428 0.027824749292410189 0.11691911199221749 0.02793444753999097 0.56077580410055716 0.061475795751903206 0.028245717578101903 0.040347552106368312 0.021655049626133405 0.010490715625721236 0.013350847415750877 0.015648119733668864 0.017196473757167041 0.016608112295216415 8.6699712865638094 31.036987205436752 0.045989071924544045 0.099003268762316465 0.047287330766380253 2.8522558422838973 0.018638422727235593 0.023975839212653227 0.031921673553370056
leaf_count=62 26 13 58 12 31 144 22 36 211 48 20 29 26 8 17 5 23 18 6 38 14 810 2053 18 78 83 652 9 34 29
internal_value=-2.35021e-06 -0.0025834 -0.00670742 0.00145271 0.000124164 4.48117e-05 1.21949e-05 -0.00106575 -0.0401736 -0.0625473 0.026953 -9.60535e-05 -0.0337676 -0.00238282 0.022083 -0.024915 0.0131484 -0.00343229 -0.0396095 0.0253589 0.0494341 0.00061534 0.000316758 0.00399636 0.0645443 0.00137077 0.00256717 -0.0376236 -0.0633463 0.0639222
internal_weight=46.674 2.1809 1.0787 1.1022 44.4931 43.9272 43.8475 9.65949 0.233717 0.175291 0.0584258 9.42577 0.195022 0.133546 0.105301 0.0649532 0.0432982 0.0583721 0.0304913 0.0450212 0.0328075 9.23075 34.188 3.15103 0.130962 3.02007 2.93017 0.0899016 0.0712632 0.0779107
internal_count=4633 145 71 74 4488 4462 4431 1453 377 315 62 1076 237 211 203 186 181 267 42 249 158 839 2978 925 100 825 699 126 117 47
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=7 23 13 7 4 3 6 20 23 15 3 6 23 13 21 0 20 15 21 15 17 7 23 7 0 0 21 6 7 9
split_gain=0.00141393 0.00673492 0.00309242 0.00495151 0.00326375 0.00315739 0.00439179 0.00263218 0.00406341 0.00198914 0.00151372 0.0110784 0.0246597 0.0229022 0.00450682 0.00325859 0.00226404 0.0315593 0.0107645 0.0116109 0.00854446 0.010973 0.0291741 0.00688914 0.00580623 0.00575437 0.00314611 0.00396646 0.00203817 0.00192156
threshold=20.797746106000002 0.099855000000000027 106.01665791610002 19.729453620400005 376.61861354110005 103.28787291370001 16.950396043250006 44.202975721700007 0.080375000000000016 27.471913688500003 93.883646373400012 16.545386580300001 0.092185000000000031 117.67650082785001 1.8364927951500001 85.769879735700016 43.735142172100005 38.992510055900006 4.6633733285000014 31.584168001000005 189.00567661160002 24.068567769550004 0.088890000000000011 24.314922763450003 95.44832900530001 95.746747857800017 8.8671606832000016 8.0101871567500016 22.435297587800004 181.33671263215004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 9 -1 -9 -7 15 12 13 14 -12 -2 29 18 19 23 24 22 -22 -18 -20 -26 -27 -28 -13 -17
right_child=10 -3 3 -5 -6 6 -8 8 -10 -11 11 28 -14 -15 -16 16 17 -19 20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.083209458869932168 0.0054898596796340319 0.098675925928260494 0.065660539206354535 -0.10011505868130383 -0.10005561366963021 0.048056630989378984 -0.10005197195372913 -0.078141364616272205 0.059976565609407131 -0.042154688032564697 -0.0073411105270221148 -0.0023345275313224833 0.017719422021864488 0.040895455364760393 -0.10039676634499198 -0.0060321270118732654 0.063803849566697587 0.072870731623163029 -0.097104675553983208 -0.10085419369359279 0.086534375385131465 0.0012683390105841222 -0.08361676131128315 -0.10008013930638458 0.10000709848418443 -0.10006366450022236 0.050249532392094579 -0.10005812246308515 0.0044767691194403225 -6.566780828571182e-05
leaf_weight=0.0070281079787751768 1.1010457833972385 0.0083574916972395386 0.0079034854171027291 0.0057942741325689431 0.0027990583887529388 0.0078777136787948621 0.0041497485125958642 0.0037205877338237769 0.0049826486508095513 0.0035437761216599037 0.005705574302337423 1.942404186107723 0.062801676107085314 0.016132202033986687 0.059271462816342435 0.54697900708614255 0.0094666288416619393 0.063491938298966377 0.014071038738030839 0.021038432591012679 0.042999150136182496 1.0307112478156613 0.01316128193775512 0.0035183362166293372 0.003703257879010379 0.0053636912600758544 0.0051827346436148503 0.0026550752613729856 0.56772310177757379 41.047682407480565
leaf_count=54 33 24 24 208 47 55 176 42 16 12 24 99 38 8 178 524 32 23 127 61 71 212 23 162 5 49 62 28 68 2148
internal_value=-2.71332e-06 0.0158554 0.00137462 -0.0164403 0.00201283 0.0141832 -0.0119452 0.0376901 0.000931878 0.0200665 -2.1838e-05 -0.00234097 -0.0293237 -0.0657485 -0.0922256 0.000118333 -1.98187e-05 0.00423455 0.000451279 -0.0549599 0.0021378 0.00361376 0.0466592 0.0193987 -0.0496502 -0.0101504 -0.0410516 -0.000667515 -0.000793996 -0.000144128
internal_weight=46.6213 0.0561569 0.0477994 0.0320681 0.0262738 0.0234747 0.0155712 0.0157313 0.00870324 0.0114215 46.5651 2.65404 0.143911 0.0811092 0.064977 43.9111 42.81 1.21536 1.15187 0.0340234 1.11785 1.08687 0.0561604 0.012985 0.0309758 0.0169048 0.0132015 0.00783781 2.51013 41.5947
internal_count=4633 658 634 522 314 267 243 112 58 67 3975 415 248 210 202 3560 3527 855 832 255 577 306 94 194 271 144 139 90 167 2672
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=12 20 9 7 21 14 22 2 23 20 7 23 18 8 22 22 9 9 12 23 23 19 20 22 15 15 19 6 14 13
split_gain=0.00124672 0.00352626 0.0311416 0.0160432 0.0263294 0.00165128 0.00156024 0.0346733 0.00919619 0.0225628 0.0177591 0.011833 0.01484 0.00714873 0.00624274 0.0569815 0.0442582 0.0253816 0.0160469 0.00588194 0.0128651 0.00877351 0.0340154 0.0631489 0.00719058 0.0064329 0.00599358 0.00700863 0.00395843 0.0072651
threshold=86.655272465950006 38.474425342400004 202.86134752310002 23.493869161500005 3.3335862513000003 156.96193988595004 -0.036264999999999999 63.19085977000001 -0.093130000000000004 41.772405911750006 24.899526511700007 -0.24748499999999998 13.921859755900002 3.2474657100000006 -0.053874999999999999 -0.064729999999999996 202.38851837455002 194.03220695150003 108.01934997995001 0.096480000000000024 0.10214000000000002 14.251149826300002 40.21994457600001 -0.016014999999999998 40.957632625650007 37.646552559600003 14.251149826300002 13.005303866850001 198.10234588415003 100.61016861575001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 14 -8 9 10 11 12 -9 -11 15 28 17 -17 -16 21 -21 -10 -23 -24 25 26 27 -22 -7 -30
right_child=5 2 -4 -5 -6 6 7 8 19 13 -12 -13 -14 -15 18 16 -18 -19 -20 20 24 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.9372886410241442e-05 0.015623724302768103 0.042706154633947842 0.0016932372699722802 -0.10264072153893707 -0.081751912050047282 0.0013255329425079948 0.10019985680970743 0.094867922874833921 -0.00031769927874972177 0.022588747866077244 -0.057679885718230885 0.097100394801603929 -0.038360603626986289 -0.10066210831349985 -0.00035203274646113201 0.019949450424627327 -0.033972821340457489 0.086357168841712281 -0.017969755014445678 0.016137859779211259 -0.0012344582279153655 -0.00039618188279049181 0.051653156626519564 -0.092722844705295904 -0.0089789715710140924 0.011982049378022065 -0.00088399021426771227 0.014473732671517754 -0.027931134624455279 -0.0010969087845549336
leaf_weight=2.0861696855704817 0.068644237262467267 0.03091883892284375 0.52434672721665976 0.044797790293323203 0.037752738203778335 9.1112533670818134 0.03511038701982272 0.014989273995226426 7.2341416785684061 0.0067907664669064607 0.013433621692912068 0.049971610691301405 0.018905973674122833 0.015328661282483225 2.0012180362850844 0.091465940095296072 0.060082167625523653 0.15523849184683058 0.6970883481123592 0.64199215978468327 0.51488433370242581 0.54963470625079924 0.041538699637214904 0.11192633781854511 0.61746720125825039 0.62153840222163115 3.5357479644007981 0.63353895612651456 0.10149836051848993 16.931769805160972
leaf_count=70 22 20 48 16 27 760 6 24 574 46 53 45 27 104 15 33 29 36 76 63 54 34 35 59 38 22 34 64 968 1231
internal_value=-2.91721e-06 -0.0020788 -0.00858581 -0.0560857 -0.0257156 0.000125964 0.000101679 0.000943308 0.00070497 0.0283416 0.0490663 0.0661646 0.0205562 -0.0628235 -0.000321507 0.000145898 0.0429924 0.0617364 -0.00490345 0.000477397 0.00269178 -0.00135419 -0.0120186 -0.0536443 0.0012344 0.00242301 0.00115463 0.00743112 -0.000356874 -0.00125681
internal_weight=46.5992 2.72399 0.637816 0.113469 0.0686716 43.8752 43.8066 14.6569 14.6218 0.11942 0.0973005 0.0838669 0.0338952 0.0221194 29.1496 26.4513 0.306787 0.246704 2.69831 14.5024 6.56517 7.93724 0.7031 0.153465 5.92318 5.30571 4.68417 1.14842 26.1445 17.0333
internal_count=4633 181 111 63 47 4452 4430 1282 1276 299 149 96 51 150 3148 3057 98 69 91 977 275 702 128 94 212 174 152 118 2959 2199
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=5 2 13 22 13 5 23 8 12 21 21 5 13 0 6 9 10 10 15 20 22 21 3 5 21 23 23 5 23 6
split_gain=0.0014832 0.00747637 0.00522883 0.00754138 0.00692728 0.00661798 0.00586945 0.00481015 0.00451665 0.00287743 0.00622324 0.00387295 0.00287687 0.00242241 0.00263216 0.00251265 0.00268926 0.00215057 0.00168447 0.003201 0.00148324 0.00164245 0.0014811 0.0390942 0.0183979 0.016155 0.0102284 0.00549017 0.0386084 0.00461692
threshold=13.153721664750002 82.092636011950006 100.88707980320002 -0.59496499999999986 98.255079293500017 12.306951632950001 0.089505000000000015 7.1444245619500011 97.388883832800005 3.2871511629000003 8.1054293463000011 7.9916986750000012 105.63489686155002 104.03526427400001 6.8351597024000013 40.734022239000005 89.89935142405001 87.143681840350013 20.152484759300005 45.044778924400006 -0.15734499999999998 16.241109211600005 81.075831839950027 16.316541761950003 8.449163415300001 0.092185000000000031 -0.55393499999999996 14.47989612135 0.10821500000000002 10.510245570250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 7 6 -6 9 12 11 -11 -3 -1 -12 15 16 17 -15 19 -13 -19 -22 27 24 25 -24 -25 -2 29 -29
right_child=22 2 3 -5 5 -7 -8 -9 -10 10 13 18 -14 14 -16 -17 -18 20 -20 -21 21 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.10007869629962762 -0.00040475800834720212 -0.10002587496862442 0.10003399012253121 -0.10010889894336934 -0.10015435386184167 0.091442006179989377 0.057723687676561698 -0.10005257334903528 0.09926273531831982 -0.10004647017938406 -0.10001937643608171 -0.1000289806944327 0.069082251259462116 -0.044591353008392696 -0.10004831778170105 0.088000913139341941 -0.10002734330935943 0.094135133057022147 0.099360023848415135 0.10001548990204641 -0.10002600428423421 0.062963547124691613 0.094095579252275366 0.077555466037254703 -0.011668337855752867 0.016032498655028985 -5.8960832046159474e-05 -0.0049354846679760533 -0.0025792859761518726 -0.10031086594419532
leaf_weight=0.002157997577457312 4.095949432802569 0.0016187552638898409 0.0023351479903794834 0.0097156250728005489 0.0043257372993821264 0.015788331773364916 0.0051682277348845673 0.005649223432707017 0.013485669092361263 0.0069688529819247327 0.0018486535830675157 0.0014592443122305454 0.0018822420388460159 0.0029187150426537301 0.0016665677939613479 0.0054078530157273255 0.0019990047617892701 0.0042647386665350916 0.0059390770538243487 0.0017702906625345349 0.0010271443638885137 0.0015531312756138504 0.081586412759633187 0.016986305219900966 0.037230561851174571 0.03927085138275288 41.587644917824093 0.0056574604202522796 0.54357275292568374 0.049341725090897626
leaf_count=39 260 252 3 112 37 33 14 180 68 236 51 50 3 46 15 38 93 14 11 4 44 19 25 61 31 38 2633 28 54 141
internal_value=-1.93108e-06 0.0122281 -0.000524499 -0.0613261 0.0100372 0.0517676 -0.0142103 -0.0138913 0.0714761 -0.00122953 -0.0183168 0.0425757 -0.021271 0.00921715 0.0199375 0.0315832 0.00564551 0.0272807 0.0677525 0.0096267 0.057927 -0.00191859 -2.79802e-05 0.000161327 0.0497958 0.0687301 -2.72725e-05 -0.00171207 -0.0106578 -0.0905001
internal_weight=46.5562 0.0989502 0.0814243 0.0120508 0.0693735 0.0252823 0.00949397 0.0440913 0.0175259 0.038442 0.0276547 0.0107874 0.00404024 0.0206858 0.0188372 0.0171706 0.0117627 0.00976373 0.00916861 0.00322953 0.00684501 0.00258028 46.4572 41.7627 0.158088 0.120857 41.6046 4.69452 0.598572 0.0549992
internal_count=4633 1362 1252 115 1137 84 51 1053 110 873 556 317 42 320 269 254 216 123 65 54 77 63 3271 2788 94 63 2694 483 223 169
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=15 21 18 6 10 13 8 6 5 21 21 6 20 9 16 16 13 16 16 8 17 16 16 17 15 17 14 2 20 6
split_gain=0.00179956 0.00386679 0.00137151 0.0111908 0.00583145 0.00268646 0.00543371 0.00412428 0.00472688 0.00139183 0.00606616 0.0197746 0.00466411 0.04703 0.0329696 0.032906 0.0375858 0.00774047 0.0084867 0.00651379 0.006318 0.00369597 0.00506913 0.00311 0.00308888 0.0312322 0.0114594 0.00598042 0.00421611 0.0448847
threshold=11.870705757150002 17.123843457500005 16.622853636350005 13.185308072600002 77.094225348750015 98.405632948800005 7.1444245619500011 3.6650856341500009 11.452575093200002 4.5589219677500008 5.0192588681500014 14.355335410100002 42.283941020600004 202.70031010240004 22.664946999500003 22.554947256700004 111.12203990580001 21.844948917000004 20.504952050500005 2.5480115570500002 162.04221493815001 15.564963602350003 12.184971506200002 186.69708271700003 23.949961253350004 191.75825325995004 300.01056687215004 207.58106365020004 39.683197198900011 16.285380505300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 5 -5 6 7 -4 -9 12 11 -11 20 15 17 16 19 18 23 -14 -2 22 -21 -15 25 -12 -27 -28 29 -26
right_child=2 -3 3 4 -6 -7 -8 8 -10 10 24 -13 13 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=-0.10009253418945302 -0.080573638836275274 0.021123281813596899 -0.10002516438895048 0.0060812601957702887 0.069461681167748479 0.0017453817593120044 -0.10008786588937829 0.064607608528994054 -0.057931041552325369 -0.00022651012274080751 -0.0014317945564012639 0.019053277857381153 0.038466158133381917 0.02228858800198269 0.061302356535051741 -0.0068893161731759913 0.099190437584683488 -0.10182052022448425 0.10006904078691521 -0.10006486128852124 -0.0003634624238225156 -0.10037321909366732 0.099410840041803977 -0.10019990855994101 -0.0024280024833445422 -0.10133142066764345 0.10009845091920384 -0.046114558974258854 -0.00010552333920028957 0.06608248047006185
leaf_weight=0.0054280855120215632 0.00982639807998964 0.0051083051866669393 0.003352154434277054 0.023526488483184949 0.037905872168011001 0.54089989078443068 0.0079448633815069059 0.0093560530067622327 0.0047441968617718553 2.0295941049565758 1.0850892656198663 0.72096797793392386 0.0071191409203671388 0.0027702856887117386 0.016938238371039915 0.58778142695155111 0.064083586589966046 0.082705452309710381 0.0040422837482765326 0.0025606788912249092 15.605946969247375 0.013909467278827137 0.0025352600396217895 0.0082336819532429217 0.66964024374033471 0.044261179829938047 0.0045017839875072241 0.007388991920251442 24.818962045479775 0.11155884195795807
leaf_count=466 53 38 155 18 30 98 146 129 27 48 433 59 40 6 12 64 95 43 2 67 1163 21 5 77 119 98 2 67 1000 52
internal_value=-1.40672e-06 -0.0413241 7.95088e-06 0.00465058 0.0451892 0.000252921 -0.0315329 -0.000324531 0.023378 -5.55412e-05 0.000355199 0.00482704 -0.00079379 -0.00827692 -0.0674995 0.00174129 0.0579769 -0.0898181 -0.0238439 -0.0431201 -0.000413936 -0.0736811 -0.000824509 -0.069363 -0.000104765 -0.00519504 -0.0779166 0.0092409 0.000122156 0.00735561
internal_weight=46.5387 0.0105364 46.5281 0.62773 0.0614324 0.566297 0.0253973 0.0174524 0.0141002 45.9004 29.492 2.75056 16.4085 0.79268 0.11469 0.67799 0.0902081 0.0977517 0.0150463 0.0261245 15.6158 0.0190054 0.00509594 0.011004 26.7414 1.14124 0.056152 0.0118908 25.6002 0.781199
internal_count=4633 504 4129 603 48 555 457 311 156 3526 1878 107 1648 432 140 292 228 128 85 133 1216 93 72 83 1771 600 167 69 1171 171
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=8 9 17 14 8 5 16 9 9 10 13 8 22 8 5 13 13 6 13 7 21 21 23 21 16 20 5 16 9 23
split_gain=0.00111035 0.0102427 0.0143785 0.00193795 0.00210624 0.00229494 0.00161018 0.00366086 0.00646801 0.00147787 0.00510768 0.0602658 0.00363733 0.022455 0.0141772 0.0137466 0.0143961 0.0121327 0.00714145 0.00700356 0.00510056 0.00422756 0.00451908 0.00311489 0.00869042 0.00857621 0.00597156 0.00310393 0.00970801 0.002906
threshold=8.8430989333000021 207.89602404040002 182.37451917730002 144.12207640715005 8.7431769115000026 21.990725385850002 22.399947619200002 215.63980588275004 222.3102192977 61.987779113750001 117.62810858150002 8.3434888241000014 -0.27494999999999997 8.3434888241000014 22.627560662300002 104.04332964835001 101.31185618785001 13.665319288000001 101.03763345850001 24.528146684550006 3.2312802480000005 5.8920528450000011 0.091885000000000022 4.8172533029000011 22.724946859200003 40.518963363600001 22.825270530250005 22.654947022900004 193.70978346765003 0.43380000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 9 -6 7 -3 -9 10 11 -5 13 14 15 16 18 -17 21 -15 -19 22 -11 24 -12 -25 -27 29 -29 -14
right_child=1 6 -4 4 5 -7 -8 8 -10 12 23 -13 27 19 -16 17 -18 20 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.020241050215084197 0.012539669382709492 -0.013557003558708675 -0.0827132267010246 0.00030004064208747754 0.0063018859323875414 0.00032241228145962893 -0.0018192085932899769 0.072056494418458322 -0.0088078182308873876 -0.10005121281873747 -0.013586329684677156 -0.07420119261034927 8.6320203042285581e-05 -0.10081986192685376 -0.10138443602680765 -0.037158743399316324 -0.10025634622703838 0.022918979621611324 0.099258170345929916 -0.030433786406601972 0.095778339001014998 -0.10004934444741248 0.068106072013759122 0.01212918537395447 0.0008321299389592254 -0.0027722394364069688 0.0081060334182028772 0.00013197928498614133 0.014129988265746771 -0.0075117408191139254
leaf_weight=0.046987953573078722 0.027747347340208672 0.02729313541283318 0.036951427712267559 1.040327691539338 1.1024251818271289 1.5364188517996806 0.52843854876300611 0.021027377230382172 0.018677247434084165 0.002189445969408399 0.59149398575871748 0.1212313111643083 32.757316439132758 0.028278957195652765 0.0099155884918218362 0.011860900223837234 0.01482731316787067 0.013252719896891918 0.0084886173386848895 0.028267485170772488 0.034940283236437608 0.0042914996491614241 0.0059176875093855941 0.62949430840672027 1.4253865514183415 2.5734694400161975 0.62771030158759789 2.0701086901094636 0.6513336706893823 0.51122854544410401
leaf_count=36 30 37 30 425 32 37 60 24 23 118 109 23 3028 15 10 23 29 11 8 26 68 71 38 32 24 33 84 46 72 31
internal_value=-1.59765e-06 -0.0040736 -0.0418621 5.70335e-05 7.7858e-05 0.00282045 3.24136e-05 0.0146369 0.0340175 -8.98213e-05 -0.00141876 -0.00747561 0.000167831 -0.0147721 0.0124416 0.0242269 -0.0249018 0.0534441 0.0285905 -0.065634 0.0757426 -0.0197915 0.0226928 -0.000215629 -0.0033964 0.00145907 -0.00063915 0.000235175 0.00348218 -3.04371e-05
internal_weight=46.5073 0.660135 0.0646988 45.8472 45.8002 2.63884 0.595436 0.0669978 0.0397046 43.1613 7.00911 1.16156 36.1522 0.16223 0.105684 0.0957685 0.0357146 0.0600539 0.0208873 0.0565464 0.048193 0.0123986 0.00810713 5.84755 2.01688 3.83067 3.20118 35.99 2.72144 33.2685
internal_count=4633 204 60 4429 4393 69 144 84 47 4324 730 448 3594 417 376 366 264 102 235 41 79 227 156 282 133 149 117 3177 118 3059
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=7 23 13 7 4 3 6 22 6 8 7 21 5 3 15 2 16 21 9 21 6 2 21 23 15 7 0 3 2 21
split_gain=0.0012363 0.00602939 0.00296139 0.00427545 0.00284761 0.00272605 0.00379435 0.00218512 0.00169702 0.00166841 0.00133868 0.0147811 0.00954922 0.0105786 0.00791774 0.00615773 0.00497023 0.00668059 0.00186659 0.0258062 0.0294785 0.0115722 0.0129975 0.0114513 0.00960081 0.00953233 0.00477182 0.0304018 0.0245118 0.00379031
threshold=20.797746106000002 0.099855000000000027 106.01665791610002 19.729453620400005 376.61861354110005 103.28787291370001 16.950396043250006 -0.23371499999999998 16.575387281250006 2.5480115570500002 22.093462376800005 0.63092463060000015 21.950234501100002 95.346167596350014 27.756828593300003 146.87900114440004 19.559954260300003 13.811848270300002 186.70853236170004 15.399605826300002 16.405383309150004 72.043920985000014 2.9212203061500004 0.099465000000000012 19.629961251100003 25.764895874800001 85.732241321850012 94.227769014100019 69.881082014850008 2.0976681454000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 8 9 -7 -1 11 -2 14 -14 16 -15 17 -13 19 21 25 -12 23 24 -23 -21 27 28 -20 -30
right_child=10 -3 3 -5 -6 6 -8 -9 -10 -11 18 12 13 15 -16 -17 -18 -19 26 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.040082460776325171 0.00011340358792597189 0.098339195221840148 0.061600120587966815 -0.10009537258906645 -0.10004808700440544 -0.022151083023457637 -0.10004392535010494 0.059983394040760953 0.056577905864035584 -0.10004233798053029 0.051588869871824372 -0.0946331017121258 0.049587373886347486 -0.10017751340724323 -0.10060556020386975 0.033970574299674622 0.10003591583585976 0.067033494516491668 0.040480151974693436 -0.084043895573531757 0.096891252983033527 -0.055580839209091883 -0.00038245610424818402 -0.035894220949665635 0.086731896405546793 0.049322062187666306 2.8030077386150908e-06 -0.00040091174463008838 -0.03836936083823244 -0.10050242722944103
leaf_weight=0.0016597091666312744 0.8624087664864647 0.0075027554824629297 0.0073913995294105908 0.0050933825514505307 0.0025242835356209517 0.0055359791862201746 0.0037254842714578027 0.011077373521208744 0.0054169012730653776 0.001741093723786058 0.044629319053300587 0.0079067047211935915 0.017741603024461483 0.011835241363032267 0.032882617241959622 0.0048134268676562888 0.0031014731503091761 0.0037771580468657371 0.018111051002050682 0.015021501211336274 0.057124859443774767 0.0053632672697151986 3.6824254703015962 0.013045826085618051 0.04082199115576346 0.0083319496156653017 40.915919201424572 0.60995955502312427 0.011808423369075172 0.05825109274152851
leaf_count=17 51 24 24 208 47 30 176 64 37 31 41 76 27 87 30 20 3 16 7 91 15 228 593 34 78 57 2319 87 8 107
internal_value=-1.96638e-06 0.015458 0.00137833 -0.0167049 0.000565108 0.012073 -0.0128668 0.0384579 0.0167854 -0.0316566 -1.91723e-05 -0.0037455 -0.0443015 -0.00413927 -0.0732768 -0.0613929 -0.0124976 -0.0423695 5.82097e-05 0.00215984 0.0581943 0.000968816 0.000365036 0.046837 0.0702058 -0.0364621 -0.000137073 -0.00833492 -0.063222 -0.09003
internal_weight=46.4769 0.0516684 0.0441656 0.0296874 0.024594 0.0220698 0.0146784 0.0144782 0.0109529 0.0034008 46.4253 0.944467 0.0820582 0.0343903 0.047668 0.0166487 0.0147853 0.0116839 45.4808 3.86676 0.0804783 3.78629 3.74166 0.0592311 0.0461853 0.0233535 41.614 0.69813 0.0881706 0.0700595
internal_count=4633 658 634 522 314 267 243 112 67 48 3975 310 259 134 125 107 95 92 3665 1137 163 974 933 340 306 148 2528 209 122 115
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=9 16 22 16 17 21 21 7 5 4 2 14 22 15 17 7 21 21 23 20 21 23 23 14 4 5 17 7 9 23
split_gain=0.00106611 0.00460337 0.00875965 0.0580392 0.0147348 0.0251251 0.00426967 0.00537088 0.0208101 0.0555646 0.00738797 0.00380709 0.0386287 0.0304386 0.00545035 0.0327659 0.0568963 0.0352683 0.0123538 0.0107539 0.0137263 0.00900309 0.0246827 0.0272556 0.0146306 0.00842723 0.00609672 0.00557839 0.0043943 0.00379585
threshold=194.43273554075003 22.654947022900004 -0.078504999999999991 22.794946695500006 191.86029796145002 4.6112647835500011 15.109659503850002 23.032419884600003 22.458857822500004 168.18037996940004 45.979371440700014 286.3521236806501 -0.07490999999999999 25.852338405700003 188.13858192940003 22.721067571950005 5.4279412736500001 5.0192588681500014 0.08326500000000002 41.835830569250014 6.8222521231500011 0.08574500000000003 -0.27511499999999994 278.00273168625006 169.78554988275002 21.324133279950001 186.51219468755002 23.299327580650004 192.57902085675002 0.43380000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 6 -3 4 -4 -6 7 8 9 -2 -9 14 13 -13 26 16 17 18 -16 -18 -21 22 -17 24 -24 27 28 -23 -1 -12
right_child=1 2 3 -5 5 -7 -8 10 -10 -11 29 12 -14 -15 15 21 19 -19 -20 20 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033511044498315515 0.016410295533134622 -0.0005372339917400368 0.091279994014473273 -0.0029590560433417979 0.087285518116157965 -0.0092502879098414568 0.0081359490164749099 -0.10065676100303869 -0.001178627314581918 -0.093773386641277615 0.00029847950291666701 0.013054968428925492 -0.00036730624227207493 -0.098518383058042572 0.070997418973080109 -0.0019609103104681631 0.099857785759667694 -0.10190809706705446 -0.016452052200670735 0.099020731805663467 -0.018188586031861877 -0.010424811580367102 0.0021501302604981193 0.087769427230100477 -0.098620411965848254 0.0076042627651846774 -0.011518577578715522 0.0012053493976749209 -0.009770325164861083 -0.0083712658536890042
leaf_weight=6.6268710863430131 0.09315074702045123 1.0993399397411847 0.086372020147790773 0.55688481857168881 0.050653012302063871 0.057640717081085313 0.63447106251439223 0.0072726672515298621 1.043688553524589 0.089976844004013401 28.609464961737647 0.036244964847809813 1.0815613145868139 0.07514574153800313 0.03028732289567404 0.50216943342156384 0.094192492848378606 0.033561450707566109 0.034618533034517895 0.019187920486729126 0.020846511266313428 0.55917162713012691 0.018397512578303687 0.011423469579568746 0.066435840135958157 1.6931520595466056 0.60167164135435136 1.5714219931730458 0.53333850721264742 0.51408075609434334
leaf_count=897 33 100 14 49 37 12 71 2 58 31 1685 555 310 134 20 15 42 18 23 15 29 28 11 27 135 41 89 105 15 32
internal_value=-2.06534e-06 0.000306323 0.00515085 0.0134712 0.0604735 0.0359031 1.70008e-05 -0.000152684 -0.00663418 -0.0377267 0.000120278 -0.000746269 -0.00614218 -0.062214 -0.000227851 0.00247759 0.0390524 -0.0186804 0.0243549 0.0814046 0.0379881 0.000553026 -0.0108525 -0.05724 -0.0767667 0.00233803 -0.00185033 -0.00184697 -0.00103791 0.000145444
internal_weight=46.4527 32.843 1.85089 0.751551 0.194666 0.108294 30.9921 30.3576 1.22682 0.183128 29.1308 13.6097 1.19295 0.111391 12.4167 4.65487 0.232694 0.0984673 0.0649059 0.134227 0.0400344 4.42217 0.598426 0.0962568 0.0848334 3.82375 7.76188 2.13059 7.16021 29.1235
internal_count=4633 2124 212 112 63 49 1912 1841 122 64 1719 2509 999 689 1510 509 147 61 43 86 44 362 188 173 146 174 1001 133 912 1717
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=15 21 5 23 23 7 17 5 9 6 7 5 22 22 4 3 3 22 6 5 17 21 17 13 22 22 21 13 21 4
split_gain=0.00166594 0.00334651 0.00124687 0.00747006 0.0206349 0.0212433 0.035006 0.0156312 0.00560966 0.00515374 0.00505117 0.00450466 0.00512572 0.00447668 0.0137924 0.00408468 0.00344058 0.00329942 0.0309326 0.0265688 0.0139543 0.0118859 0.0133143 0.0124256 0.00645948 0.00660036 0.00629866 0.005954 0.00432602 0.00401534
threshold=11.870705757150002 17.123843457500005 23.714185006400005 0.090465000000000031 0.087125000000000022 23.960918281000001 192.00947391610003 26.144057174750003 226.58992707320002 16.405383309150004 20.090200465600002 23.195398057700004 -0.094409999999999994 -0.61402999999999996 253.41602286305002 93.394346993650018 93.609423644100005 -0.16533 16.245379570700006 16.043149448600001 197.02652249450003 7.961078016750001 187.32964365115004 109.64607639220002 -0.58835000000000004 -0.54488499999999995 9.2861839891000013 108.34217419895002 16.464809133250004 301.3713391001001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 6 7 -4 10 -5 -9 13 -13 14 -2 -8 -11 18 19 20 24 22 23 29 -15 -26 -23 -22 -28 -21
right_child=2 -3 3 9 -6 -7 15 8 -10 16 -12 12 -14 17 -16 -17 -18 -19 -20 21 27 26 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.10008365573243046 0.039728172642866183 0.017357042833992007 -0.1003523789849232 -0.0098935426662525028 -0.098004333833613025 -0.092451208284295455 0.033165992878298314 0.0097601721836525247 0.096046036733919302 0.0074067621035544097 -0.100086907972254 -0.0010287826013035456 0.01221057561291621 0.095630326035941973 -0.082001844657298761 0.093430283291618316 -0.00073957835843218352 -2.3684540663647938e-05 0.061677390883758482 -0.10015857133923374 -0.071095446421573547 0.091950886809004623 -0.095429752044973948 0.086806429342928315 -0.10008763309640914 0.051109739985381201 -0.10009792729681949 0.10008191024330063 0.051321018223820208 0.02875847584484121
leaf_weight=0.0048580762014357459 0.015392948732785849 0.0048473578848984289 0.024909767834887186 0.55293184468041534 0.029671756422544604 0.023079085066456173 0.016839478514157236 0.019259496820827948 0.0056916072353487826 0.59698986227158446 0.005348730977033255 0.5300660572288507 0.65228618280283857 0.027155517977519139 0.023544411397447007 0.033865999377388434 3.9407455457581477 39.695488873720585 0.080926388039415542 0.009248813543394796 0.013132732028603655 0.0078699923460590071 0.050506620577607464 0.0091552356502688781 0.0037711099559878383 0.012318204661042276 0.0044050091478027307 0.0024039102718234071 0.0033005339423652913 0.0032703165402381282
leaf_count=466 25 38 156 46 73 31 6 343 8 21 74 37 74 21 39 50 124 2484 39 90 136 14 53 10 22 62 51 1 23 16
internal_value=-1.78093e-06 -0.0414282 6.88538e-06 -0.0014445 -0.0228121 -0.00551607 0.0134272 -0.0416678 0.00657741 -0.000778519 -0.0141157 0.000192059 0.00627517 1.20779e-05 -0.0338788 0.0734163 0.000332164 4.51321e-05 0.0120545 -0.01535 0.0366772 -0.050199 -0.0672947 -0.00173317 0.0658814 0.0156712 0.0290268 -0.04461 -0.0352403 -0.0664821
internal_weight=46.4033 0.00970543 46.3936 5.24933 0.158666 0.128994 0.105915 0.0552096 0.0302998 5.09067 0.0246082 41.1442 1.18235 39.9619 0.0389374 0.0507055 4.53774 39.923 0.227464 0.146538 0.0587815 0.0877565 0.072181 0.0216744 0.0432448 0.0160893 0.0155755 0.0155366 0.00770554 0.0125191
internal_count=4633 504 4129 932 741 668 637 581 425 191 417 3197 111 3086 64 56 145 3022 538 499 242 257 169 116 105 84 88 137 74 106
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=5 14 13 13 22 5 23 8 21 21 5 0 6 6 4 3 9 8 12 23 12 20 23 15 20 20 8 20 0 23
split_gain=0.00151519 0.00671043 0.00488193 0.00665603 0.00636103 0.00524934 0.00484208 0.00393607 0.00218335 0.0054044 0.00317642 0.00202308 0.00223802 0.00215076 0.00169585 0.0231825 0.00965838 0.00949267 0.00153839 0.00290724 0.00152454 0.00477955 0.00142468 0.00141967 0.00281143 0.00139023 0.0314782 0.00230817 0.0138615 0.0528107
threshold=13.153721664750002 184.93271450310002 100.88707980320002 98.255079293500017 -0.59496499999999986 12.306951632950001 0.089505000000000015 7.1444245619500011 3.2871511629000003 8.1054293463000011 7.9916986750000012 104.03526427400001 6.8351597024000013 1.8500432259500001 143.58239362595003 85.667718326750006 191.61296531520003 8.9430209551500024 99.140885195450011 0.086955000000000018 86.655272465950006 38.474425342400004 0.079745000000000024 20.152484759300005 45.044778924400006 43.735142172100005 8.543332867800002 42.206017975500011 86.208098410950015 0.08846500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 7 -4 6 -5 8 10 -10 -3 -11 13 -13 15 -2 -17 -18 19 -1 21 -16 -15 24 -12 27 -27 -22 29 -29
right_child=14 2 4 5 -6 -7 -8 -9 9 11 23 12 -14 22 20 16 17 -19 -20 -21 25 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.045879317084853488 0.095925289449875897 -0.10002326177343801 0.10002741302466385 -0.1001148990952592 -0.10009871692863365 0.090288834965044668 0.054671055423431772 -0.1000448946194714 -0.10004173644991908 -0.1000158114413624 -0.1000285202398495 -0.10003077178452909 -0.10004228865979151 0.054117300451265483 -0.00014682307736342797 0.043040221187226245 -0.10052127608993283 -0.001330616894607317 0.099716893020537212 0.089365176344988917 0.00037184238381817889 -0.010497884904455704 -0.043090122042137892 0.098990547889546185 0.10001363424336054 -4.0516443952454758e-05 0.065872227202160169 -0.0034764583143010899 -0.00031095117506310449 -0.080604815003216937
leaf_weight=0.0026178860049432271 0.024304217542520656 0.0013742440553420887 0.0019515781896188864 0.0034490607160932996 0.0085311878430616161 0.014422718249988975 0.004881195369193847 0.0047282143953299985 0.006034452537517109 0.0015457593506198455 0.0012843216364428756 0.001155166224503513 0.0014262485921676662 0.012101374551832578 2.0568519092425315 0.01637530319067082 0.018426707450998947 0.02025232326832338 0.0089361952014144208 0.0040458409042685162 32.568737775279082 0.56962348589925671 0.001722293101520834 0.0047019689281739829 0.0015510096563957632 1.6320705601410583 0.07582161982782043 0.59840096119134401 8.6026240364433288 0.10424010269753126
leaf_count=33 5 251 3 37 106 33 14 240 236 51 50 77 15 148 37 22 10 30 9 15 1814 58 29 11 4 614 23 167 375 116
internal_value=-2.16224e-06 0.0132235 0.000152091 0.0110889 -0.0628412 0.053785 -0.00941655 -0.0147306 -0.00246855 -0.0181718 0.0397964 0.0093501 0.019655 0.0310523 -2.68665e-05 0.0145789 -0.0213322 -0.0485851 0.0725991 0.0362335 -5.19506e-05 -0.00239174 0.0420062 0.0652891 0.00940043 8.90573e-05 0.00288567 -2.50067e-05 -0.00141399 -0.0149188
internal_weight=46.3742 0.0864607 0.0708608 0.060378 0.0104828 0.022753 0.00833026 0.0376251 0.0328968 0.0239853 0.00891154 0.0179508 0.0164051 0.0149788 46.2877 0.0793586 0.0550543 0.038679 0.0155999 0.00666373 46.2084 2.62648 0.0138237 0.0075373 0.00283533 43.5819 1.70789 41.874 9.30527 0.702641
internal_count=4633 1362 1305 1196 109 84 51 1112 872 556 316 320 269 254 3271 67 62 40 57 48 3204 95 177 65 54 3109 637 2472 658 283
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=5 2 6 12 5 23 23 16 10 9 13 23 3 6 6 21 3 9 7 4 3 9 5 12 9 21 2 15 9 2
split_gain=0.00132926 0.00597504 0.00447071 0.00373266 0.00346639 0.00261535 0.00230776 0.00428417 0.00405351 0.00250076 0.00321028 0.00208046 0.00180239 0.001759 0.0019288 0.00202044 0.00302663 0.00335368 0.00204662 0.00145451 0.0207228 0.00819303 0.0095148 0.00145468 0.0016143 0.0023879 0.00160056 0.0013487 0.00133214 0.0263583
threshold=13.153721664750002 82.092636011950006 11.805275828400001 97.388883832800005 12.901187908600003 0.096715000000000009 0.089505000000000015 13.854967601050001 78.290589216800015 195.34352961910002 96.789869612400011 0.079745000000000024 83.866451379300017 7.2601696327000012 1.8500432259500001 18.870920756500002 73.733652685700008 40.734022239000005 23.989000783400005 143.58239362595003 85.667718326750006 191.61296531520003 20.497141515850004 82.846568806150017 191.61296531520003 10.581646629650001 62.357017394150006 24.673905035600004 201.65416293750005 68.96170560420002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 5 6 8 -8 -3 10 11 13 -1 14 -10 16 17 18 -16 20 -2 -22 -23 24 -21 -26 -25 -11 -28 -30
right_child=19 2 -4 -5 -6 -7 7 -9 9 27 -12 -13 -14 -15 15 -17 -18 -19 -20 23 21 22 -24 26 25 -27 28 -29 29 -31
leaf_value=-0.1000656503787313 0.094992741345661103 -0.10003208747020387 0.051716014676527727 0.099186034328801798 -0.10008618659425253 -0.1000343348477508 -0.1000632669927804 0.074659241072780824 -0.10002974175122369 -0.10004329231446547 0.094649107094299675 -0.10001868897110305 0.047297888797927498 -0.10004797181967509 0.060039028937519681 0.085408412356596616 -0.10001781684933227 0.080840648024524425 -0.067034044779553201 0.00023574870394532481 0.039474550879372683 -0.10047385514913205 0.00128818678265056 0.0053990345096871341 -0.0097211329319425652 -0.00026723567183456698 0.00040490359554076858 0.028177094126758534 -0.10057660579223092 -0.0005838952074335756
leaf_weight=0.0015571223542474874 0.022196706966496005 0.0045129290990608617 0.013357487205212237 0.011059087131201295 0.00421264961187262 0.0027578426697842514 0.0017054144581644124 0.0079234769832581264 0.0013464677470507716 0.0033231185256661347 0.0040696132986326452 0.0019694928342910345 0.0017773472328599382 0.0014161665828851247 0.0018548942048823847 0.0041337444813507309 0.0022636017237855919 0.0057246359810187442 0.0040020293050062605 1.0138012258094016 0.016085102369288506 0.017175329732708633 0.019757825611577573 0.5575308356055747 0.57492726347049916 0.4991212609362492 28.690897253797942 0.001089247060008347 0.026409088526633151 14.834730733914396
leaf_count=35 5 162 15 68 21 135 76 47 100 124 32 162 7 16 19 18 112 67 144 13 22 8 32 22 51 4 1978 2 54 1082
internal_value=-2.16683e-06 0.0128724 8.16254e-05 0.0712233 -0.0131045 -0.00548541 0.000266258 0.0437134 -0.0114502 0.0013656 0.0128586 -0.00179756 -0.0215176 0.00752894 0.0154122 0.0240578 0.00574039 0.0264107 -0.0267899 -2.44411e-05 0.0138704 -0.0200925 -0.0460351 -4.70635e-05 -0.0026263 -0.00532781 7.50203e-05 -0.0683905 6.86496e-06 -0.000761588
internal_weight=46.3527 0.0800564 0.0656628 0.0143936 0.0523053 0.0480927 0.0453348 0.00962889 0.0357059 0.031193 0.0267806 0.022711 0.00333447 0.0207415 0.0193254 0.0179789 0.0138452 0.0115816 0.00585692 46.2726 0.075215 0.0530183 0.0369332 46.1974 2.08785 1.07405 44.1096 0.00441237 43.552 14.8611
internal_count=4633 1362 1252 110 1237 1216 1081 123 958 796 670 638 42 476 460 360 342 230 163 3271 67 62 40 3204 68 55 3136 126 3114 1136
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=5 14 13 13 22 5 23 8 7 21 21 5 0 6 9 10 21 20 0 10 6 4 10 6 22 17 5 9 12 20
split_gain=0.00115432 0.00537636 0.00418514 0.00552209 0.00530434 0.00457856 0.00410329 0.00342115 0.0021528 0.00178761 0.00458059 0.00265619 0.00166391 0.00186675 0.00182535 0.00209513 0.0014457 0.001532 0.00118329 0.0053957 0.00440808 0.020535 0.00936219 0.023082 0.00931141 0.00327268 0.00310062 0.0042607 0.00259321 0.0059665
threshold=13.153721664750002 184.93271450310002 100.88707980320002 98.255079293500017 -0.59496499999999986 12.306951632950001 0.089505000000000015 7.1444245619500011 26.366329164100005 3.2871511629000003 8.1054293463000011 7.9916986750000012 104.03526427400001 6.8351597024000013 40.734022239000005 89.89935142405001 21.779899400000001 50.189067467950004 97.886760529650019 75.499969677400017 11.805275828400001 171.12466686440004 78.196493182200015 13.665319288000001 -0.11534 204.37664599445003 16.546942136250003 212.49340169810003 94.177001085000015 37.688226470200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 -4 6 -5 9 -1 11 -11 -3 -12 14 15 16 17 -14 19 26 -20 -22 23 25 -25 -23 27 -2 -28 -30
right_child=18 2 4 5 -6 -7 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 20 -21 21 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.014696987841467847 0.011082631040961811 -0.10001960208767491 0.10002257676525027 -0.10011001026745835 -0.10008854839961277 0.088930790662899495 0.05152789245154954 -0.10004031888966912 0.099739348332533534 -0.10003419693095317 -0.10001302174860655 0.065335531029175595 0.027066815171127176 -0.10003455791952198 0.084958361335778609 -0.10002448953218075 0.10001637234248106 -0.10001833286892022 -0.00032309268408070498 0.0094360698081266715 -0.10024338081940594 -0.10043027784837336 -0.00048277068531004156 0.048678163953418646 -0.032275979844550044 -0.031831572358676057 -0.0030620490469081339 -0.0014253067701519696 0.014350389855060054 -1.9094376438302883e-05
leaf_weight=0.00454458094293548 0.58564972487158573 0.0011488882378676768 0.0016206633299589157 0.0030122357590016682 0.0072512709901708661 0.01255438704174594 0.0043782640369727233 0.0040998266899725513 0.008627972690085528 0.0050719185757184251 0.0012871661866711284 0.0062903302835612962 0.004655696370079454 0.0012176997948927246 0.0040964512178565124 0.0015808157951604515 0.0019811593228951097 0.0011912875723965044 4.5670257555955081 0.61744513608905904 0.023788206377503118 0.036156526413151369 0.54849937365695212 0.028819549286708934 0.028024144539813278 0.0086108750986113591 2.8003980695369171 0.50906239860341884 0.29128332814388258 36.220375680003457
leaf_count=39 58 251 3 37 106 33 14 240 18 236 51 65 56 15 38 93 7 60 255 44 49 73 84 15 25 28 217 10 329 2084
internal_value=-2.16005e-06 0.0124262 -3.49597e-06 0.0107189 -0.0635336 0.0521697 -0.010277 -0.0146245 0.0703994 -0.0023463 -0.0172179 0.0397986 0.00901763 0.0185496 0.0292416 0.0049838 0.0261892 0.00117399 -2.22029e-05 0.000158557 -0.00143713 -0.00898702 -0.00564786 -0.0335291 0.00876748 -0.0872355 1.67902e-05 0.0052662 -0.000129389 9.55427e-05
internal_weight=46.3397 0.0746106 0.0614381 0.0525661 0.00887193 0.0199449 0.0073905 0.0326212 0.0131726 0.0285214 0.0210822 0.00743922 0.0160103 0.0147231 0.0135054 0.00940896 0.00782814 0.00584698 46.2651 41.0242 5.24092 0.673899 0.65011 0.101611 0.0568437 0.0447674 40.4068 1.09471 39.3121 36.5117
internal_count=4633 1362 1305 1196 109 84 51 1112 57 872 556 316 320 269 254 216 123 116 3271 2742 529 274 225 141 40 101 2698 68 2630 2413
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=12 23 7 15 2 14 5 6 5 23 19 8 9 22 22 6 22 6 12 17 8 23 5 4 21 5 9 5 22 6
split_gain=0.00106315 0.0027275 0.00424174 0.00184638 0.00137322 0.0015191 0.00104971 0.029 0.0334665 0.00706104 0.0209855 0.0162933 0.015516 0.0122062 0.00546346 0.0193633 0.0138074 0.0105172 0.0082974 0.00707348 0.00759358 0.00517828 0.00492706 0.00477769 0.00381484 0.00468541 0.00379752 0.00349546 0.00660967 0.0406566
threshold=82.846568806150017 0.083070000000000019 23.695207782600004 30.632308446700005 62.357017394150006 156.96193988595004 23.714185006400005 16.395383075500003 25.704065249550002 0.090465000000000031 14.651182102100002 8.3434888241000014 206.78020849415003 -0.059424999999999999 -0.51760499999999998 13.825323026450002 -0.58319500000000002 13.665319288000001 208.33288250865004 187.63270803470002 8.1436447804000007 0.086955000000000018 29.110986871100003 330.20885572415006 1.2219980417000003 13.8160216159 224.20824026050005 23.195398057700004 -0.16164499999999998 16.245379570700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 14 8 -8 10 11 13 -13 22 15 16 17 18 24 20 -17 23 -9 -10 -7 -26 -14 28 29 -16
right_child=4 -3 -4 -5 5 6 7 9 21 -11 -12 12 26 -15 27 19 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0076903902945491464 0.0050389712002017395 -0.0081045899472228875 -0.007248238959869863 -0.00070717245073680438 0.014479358985208045 0.086366555689558339 -0.095564663361505042 -0.10022847376755398 0.062671421397013649 0.00020188550844130873 0.06557424711103399 -0.10075015036208644 -0.028310411456151083 0.078347477338149618 -0.030732126436875798 -0.10045162794152065 -0.087380082836932063 0.10012779362436619 -0.10008219360417084 -0.083021466572127667 0.056607021063403956 0.095036051715883335 0.0051364644947761847 -0.085796780381879656 0.046339502064554422 -0.079175482707100703 0.077012286714882236 0.0056306919404442149 9.4438337292709794e-06 0.076780746276224388
leaf_weight=0.54617748955172662 0.55663360282925722 0.56986753654288325 0.53924155753225012 0.50291299272794276 0.072743427267773053 0.0081168737684014225 0.063348586470513335 0.0082683533061851389 0.0046333476846953658 5.0337422694663019 0.021127624396285682 0.049065179446458274 0.0075916966848126322 0.01516225816233796 0.072096504953420459 0.0048008555817204987 0.0098542547181764695 0.018952594720758498 0.0060655837329406373 0.042895063443893378 0.0085800322067370871 0.011718738096590187 0.0095804482570542859 0.0040726056261632948 0.0077978356248564751 0.0048078189379339165 0.0062349652798729949 1.1756268033883532 36.875625853364483 0.06867863931984175
leaf_count=33 26 86 17 9 31 36 78 195 21 148 9 100 34 156 339 60 60 6 84 40 8 12 122 22 48 16 12 104 2695 26
internal_value=-2.43172e-06 -0.0021696 -4.02182e-05 0.00366477 0.000103464 4.04692e-05 1.63449e-05 -0.0013119 -0.0596756 -0.000362664 -0.0246452 -0.0445208 -0.0743829 0.0123719 0.000197861 -0.021869 0.0199887 0.04312 0.00278691 -0.0632202 0.000256807 0.0516367 -0.0436732 -0.00678133 0.0328972 -0.00153214 0.0191836 0.000262499 9.20069e-05 0.0217192
internal_weight=46.326 2.1582 1.58833 1.04909 44.1678 43.6112 43.5384 5.23455 0.0837733 5.15077 0.117031 0.0959029 0.0628918 0.0330111 38.3039 0.111871 0.055595 0.0457407 0.0267881 0.056276 0.0133809 0.0204247 0.0178488 0.00870595 0.0207225 0.0126057 0.0138267 38.192 37.0164 0.140775
internal_count=4633 145 59 42 4488 4462 4431 909 133 776 628 619 146 473 3522 358 250 190 184 108 68 55 317 43 100 64 46 3164 3060 365
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=9 21 20 23 23 15 20 21 2 20 22 22 21 22 22 22 20 20 22 21 6 6 21 20 21 16 2 5 8 20
split_gain=0.00095553 0.00328398 0.00752851 0.0178917 0.0213403 0.00377793 0.0255476 0.016119 0.00589242 0.0626078 0.0312111 0.034813 0.0393243 0.0236335 0.0242724 0.00748755 0.0321423 0.0269726 0.00909317 0.00612713 0.00880719 0.0497029 0.0183111 0.00796935 0.0391029 0.0208558 0.00717351 0.00558866 0.00537602 0.00724433
threshold=194.43273554075003 13.165437349500001 41.976795488650005 0.10990500000000002 0.087795000000000026 45.484733152800011 43.182896969600009 1.8364927951500001 189.32640726775003 41.600558339100012 -0.064729999999999996 -0.085550000000000001 2.3013353360500006 0.15684000000000003 0.70681500000000008 -0.083004999999999982 43.219899330700009 43.022303514600004 -0.087660000000000002 3.1734339793000008 14.815346158200002 16.405383309150004 0.54612131245000006 38.751720283100006 9.4810485893500012 21.374950016100005 154.46567853970001 21.990725385850002 8.3434888241000014 43.663128814500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 8 7 -7 19 10 11 12 -10 -12 -15 18 17 -17 -11 20 -2 22 -22 24 25 -21 -25 -23 29 -28
right_child=1 2 3 -5 -6 6 -8 -9 9 15 13 -13 -14 14 -16 16 -18 -19 -20 23 21 27 -24 26 -26 -27 28 -29 -30 -31
leaf_value=-0.00070926559605004021 2.9975740891593813e-05 0.0010842758494170736 0.088546694088886047 0.0044528637090280859 0.0080071867689944596 0.010917206999428582 0.00083203827321703646 -0.082050912577385574 -0.080663365869794834 -0.006324089920887014 0.090679479294364679 -0.081721927684421769 0.076126275108249084 -0.10016755914613884 0.1000824412844878 -0.089267926306893397 -0.00046801479239811901 0.032156857730545711 0.011520586286738016 -0.089101495400671804 0.027895665115581 -0.0051747655866244925 0.087353902434156125 0.00038596900097855914 -0.00014962166088425399 0.0026091201404753739 -0.017714925322786412 0.0082632756693906458 -0.0022763655714697346 -0.0012862866283645585
leaf_weight=13.546036415549166 3.2395550256284151 3.65835079256476 0.061679149226080088 0.52848396308183965 0.070506541054331962 0.025840864982227596 0.51206263249696349 0.067015039369607621 0.020688256926305937 0.55628160141927807 0.14688125446552047 0.031253382035060895 0.070537006748310205 0.01422099643325847 0.010538536153035238 0.08015787663829943 0.50459116683856564 0.023703711078269407 0.5867739735734715 0.087216972415219085 0.1159779434565279 0.59677556052110936 0.093593728553969413 15.144362586683789 0.52494084776438399 0.034646481275558472 0.58525614099602197 0.64286803375125601 4.2181675926958633 0.49578067660331726
leaf_count=2509 234 97 36 23 35 36 20 85 60 93 107 60 54 36 18 88 12 13 33 66 37 82 26 508 36 17 65 63 82 2
internal_value=-2.87123e-06 0.000289319 0.00285851 0.0126831 0.0455877 -0.000100992 -0.00791921 -0.0561788 6.89789e-05 0.00523495 0.0479268 0.00936366 0.0405692 0.0754445 -0.014934 -0.00193401 -0.0108956 -0.0615559 0.00283626 -0.000340952 0.00292874 0.0094086 0.0544494 -0.00106786 -0.0119964 -0.0630276 -0.000722101 0.00179408 -0.00388881 -0.0101805
internal_weight=46.2947 32.7487 4.31902 0.66067 0.132186 28.4297 0.604919 0.0928559 27.8248 2.04563 0.294119 0.122479 0.0912253 0.171641 0.0247595 1.75151 0.608453 0.103862 1.14306 25.7791 4.68877 1.44922 0.209572 21.0904 0.646804 0.121863 20.4436 1.23964 5.2992 1.08104
internal_count=4633 2124 191 94 71 1933 141 121 1792 574 335 174 114 161 54 239 113 101 126 1218 442 208 63 776 119 83 657 145 149 67
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=9 21 9 16 20 8 3 3 9 21 12 2 4 7 7 23 4 0 9 15 23 20 23 15 9 21 18 5 21 4
split_gain=0.00103909 0.0174824 0.0298393 0.0124872 0.00876652 0.0120357 0.00495919 0.0286531 0.0153529 0.00354273 0.0034343 0.0106431 0.00972477 0.00301346 0.00362272 0.00703535 0.00616871 0.00886579 0.00275987 0.0139852 0.00338605 0.00460327 0.00435235 0.00347432 0.00313797 0.00282703 0.00343725 0.00256816 0.00247656 0.00281167
threshold=186.70853236170004 15.399605826300002 182.80199813410005 16.984960281800003 36.952388736350009 5.1459841250500009 93.883646373400012 94.227769014100019 187.45330412110005 2.0043664108500008 94.177001085000015 72.043920985000014 147.36370056065002 22.460452099450002 22.929105819350003 0.10487000000000003 203.05109110260003 86.538778761000017 177.59430306730005 32.355961258350007 -0.20885999999999996 43.564719632750005 -0.23921499999999998 22.853312863800003 61.192192081150004 10.581646629650001 12.98549864095 30.922794813800003 7.5747627884000002 333.92249592315005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 13 8 -8 -10 12 -12 -6 -2 15 16 17 -15 19 20 22 -22 23 -13 28 26 -20 -26 29 -23
right_child=6 2 -4 -5 10 -7 7 -9 9 -11 11 18 -14 14 -16 -17 -18 -19 25 -21 21 24 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.1000285315742318 0.0070629824108935872 0.029222298116611603 0.093291947006136869 -0.10030043768694402 0.019543093749277526 0.097759330261572963 0.03929662209702512 -0.0017186211160590205 -0.036976315041065737 -0.10047815896829632 0.058910449266397741 -0.050237508330442306 -0.10035847457352275 0.010942708533598529 0.00014473702399115575 -0.013045066998213034 -0.0093173985755007054 -0.0037169255886596239 -9.8203174650371024e-05 0.099770670157870306 -0.10003869651744926 -0.047797387263633161 0.070087756561596229 0.053895738038255092 0.041770221313851635 -0.0036335107548753458 0.0083619409985421483 -0.093789981740192749 -0.1000392428363043 0.069964590926967926
leaf_weight=0.0037103278278970411 0.59198136752819763 0.015672071183118308 0.051669438632870879 0.014176541161180722 0.014848811439151066 0.018012830870176799 0.011052206877137816 0.62565930682126236 0.010714775315136649 0.048791950388107352 0.030999062350019702 0.0090131240127577783 0.012424325059596342 0.68555100515368383 37.1937707307805 0.61110238088576796 0.64931876456250837 1.0359499960068204 2.3754032943306815 0.016731686381035615 0.0064674971973153464 0.0064100592258542477 0.011370141796304439 0.0049711360350173104 0.012583010250250659 1.5686365251285677 0.60192985629591778 0.0015721253864846583 0.0046145775414601084 0.0029654190464540875
leaf_count=388 42 142 17 85 16 29 4 161 10 101 24 127 27 39 2140 40 52 22 33 5 354 114 45 78 164 32 79 24 213 26
internal_value=-1.68239e-06 0.00139376 0.0473074 -0.0322943 0.000597872 0.0639771 -0.000162691 -0.00853134 -0.068941 -0.089044 0.000303744 0.000511103 -0.0350783 -1.97737e-05 -0.000124137 -0.00347782 -0.00101177 0.00212096 0.000119484 0.0189307 -0.00362481 -0.0239624 0.0241392 -0.0132201 -0.00648079 -0.000197896 0.00161219 0.0267144 -0.0400676 -0.0105498
internal_weight=46.2481 4.78418 0.0815181 0.0298486 4.70266 0.0217232 41.4639 0.696218 0.0705589 0.0595067 4.68094 4.65367 0.0272731 40.7677 40.1757 2.98192 2.37082 1.7215 4.62267 0.0766988 0.0599671 0.0346127 0.0253544 0.0139843 0.0281452 4.54597 2.97733 0.0141551 0.0139901 0.00937548
internal_count=4633 2022 244 227 1778 417 2611 276 115 111 1361 1318 43 2335 2293 153 113 61 1294 1150 1145 895 250 205 541 144 112 188 353 140
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=4 10 6 15 12 20 20 2 6 18 5 15 2 23 10 0 4 20 7 18 9 18 6 16 6 9 14 7 20 7
split_gain=0.0011703 0.0191949 0.00772559 0.00480756 0.00141624 0.0041095 0.00139727 0.00116875 0.00377058 0.00334325 0.0062952 0.00525594 0.00263383 0.00444587 0.00874859 0.00313263 0.00248966 0.00230831 0.00157346 0.0281667 0.0272945 0.0199864 0.0189762 0.0301194 0.0325441 0.0316278 0.00963124 0.0157629 0.00927746 0.00831854
threshold=143.58239362595003 70.940344688150006 17.130400249100003 32.145494189350011 86.655272465950006 38.474425342400004 37.500638522700008 73.064159960350011 14.235332606250003 13.758874730250001 17.089764221050004 35.929665612950011 74.766480717350007 -0.51222499999999993 70.077349628250019 87.261973998100004 164.41789168470004 48.914776625700007 23.109894804950002 13.344136431100003 190.64005357525002 13.431207332600001 16.375382608200002 22.614947116400003 15.785368822600002 188.55070358395002 177.36626049935003 23.781511574300001 41.289992964000007 22.907491544400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 8 -6 11 -11 -10 -9 14 15 17 -15 -14 19 22 21 -21 23 24 25 -18 27 -20 -22 -23
right_child=4 -3 3 -5 7 -7 -8 12 9 10 -12 -13 13 16 -16 -17 18 -19 26 20 28 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.053934725903460747 -0.0027879751097787094 0.094078889487406031 -0.030744560251826571 0.062392019833384937 0.0092621128543166464 -0.0098124493506722022 0.0024271796235981326 -0.0069006202480816877 0.011077361656761986 0.0021385399376184478 -0.010908206459399758 -0.0026239813399020219 -0.10003678306630615 0.0067228406069298925 -0.072391978136969348 0.099067946116819627 0.045276831639226675 0.0646846426575413 0.068370964692134301 -0.06542602447564283 -0.039291040212046983 0.0092993611372787187 0.00026831944348417483 -0.10172788375204889 0.063761577803479949 -0.10078817422112832 0.00015457245364566697 -0.0061417880648188391 -0.10116036610550283 0.097684944164267845
leaf_weight=0.029108104776233712 1.0345859771970891 0.020711624471005052 0.0094692194152230513 0.013364025502596633 0.57759284476493578 0.56733765276207737 1.0204768371677344 0.55093210931477088 0.58809113554889358 1.0269268394913522 0.5779848733509424 0.53439088608138263 0.0015099934056442823 0.54913685224484865 0.0049732729184297489 0.013971691935140029 0.022791004763329847 0.0019485490629449487 0.054137444949449498 0.024331721464591172 0.041722387742993305 0.024418285987984234 7.5476716656021132 0.047193171663820976 0.041251553720570655 0.042409707559272647 31.123282102910331 0.05969673010864085 0.057832400467390244 0.018882900201958819
leaf_count=18 37 6 23 25 42 64 9 35 45 27 52 17 80 63 27 9 146 7 24 31 22 248 667 19 36 10 2782 18 29 15
internal_value=-1.3637e-06 0.0126804 -0.0197772 0.0237672 -2.1326e-05 -0.00227825 -0.0001983 0.00011463 0.00192235 0.000367975 -0.00256005 0.00455443 -3.38858e-05 6.14613e-05 0.0445961 0.0779756 3.63009e-05 -0.00723243 -5.75942e-05 -0.00132145 -0.0419286 0.00709302 -0.000439912 -0.035231 -0.0057512 -0.0497309 0.000260766 0.0292951 -0.0752316 0.0478428
internal_weight=46.2281 0.072653 0.0519413 0.0228332 46.1555 2.6224 2.05506 43.5331 3.30499 2.72739 1.60491 1.12248 40.2281 39.6772 0.0224035 0.0174302 39.6548 0.00345854 39.1056 7.8685 0.167188 0.0676329 7.70132 0.153645 0.106452 0.0652007 31.2371 0.113834 0.0995548 0.0433012
internal_count=4633 72 66 48 4561 110 46 4451 183 141 79 62 4268 4233 123 96 4110 87 4047 1223 345 294 878 211 192 156 2824 42 51 263
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=9 22 8 8 8 9 17 8 23 21 13 10 2 21 18 18 21 20 4 2 21 7 19 2 9 0 18 12 22 18
split_gain=0.00103311 0.00374952 0.0266991 0.00906551 0.003316 0.00323906 0.0103514 0.0571883 0.0239575 0.00997986 0.0118915 0.00930642 0.00463506 0.00360532 0.00423267 0.00410295 0.00274594 0.00603446 0.00396488 0.00853997 0.00312795 0.0100432 0.0543378 0.0536365 0.00740162 0.0323453 0.0252967 0.0198893 0.040533 0.027911
threshold=194.43273554075003 -0.26416999999999996 8.1436447804000007 7.7439566930000003 5.9453602998000008 188.90361612170003 188.13858192940003 8.1436447804000007 0.08673500000000002 1.0853204796000002 109.64607639220002 61.982402197500001 116.68694986600001 2.3889051598000006 13.1052958007 13.304953393500002 13.165437349500001 41.976795488650005 296.43037955425007 162.11899991435004 3.1734339793000008 23.109894804950002 14.251149826300002 73.795394389500018 202.70031010240004 87.727077254650013 13.431207332600001 128.54148248460004 -0.08158 13.781134552700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 9 -9 10 -8 -7 -10 -13 -15 -16 20 18 19 -18 24 22 -22 -24 27 26 -26 -2 -29 -30
right_child=16 5 -4 -5 -6 11 7 8 12 -11 -12 13 -14 14 15 -17 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.027293501808910138 0.0028429370320126185 -0.0012850728807293022 0.10017819914829973 -0.10080911217636104 0.083339376491812292 -0.01408748046412402 -0.057464914679413684 -0.0094378824518304861 0.1001819748486633 -0.00082102758897781714 0.10018155121096579 -0.0083610939986746621 0.062756955283360311 -0.0088337280966971077 0.0057657497443482164 -0.00096768693364404309 -0.0006941676144953836 0.011505207355954526 -0.0019097941968708625 0.014297566255707137 0.063802639409179407 -0.00032848816136268292 0.035367014133659141 -0.086693294414049535 0.0094282012576142899 0.00057744492451945718 -0.10129050922556052 -0.030713230420270406 0.086845982024153598 0.013304360570124294
leaf_weight=0.0062165291153338798 2.1802358072184402 4.6487910899477152 0.024753686672056574 0.013754732332017738 0.0048019951980506903 0.60704467449124866 0.0063213946131716039 0.035851476961397455 0.070742830284871161 1.0877530517336143 0.019685039151227102 0.63407233148989917 0.062179332083928784 0.54950169931589687 1.1258376245846191 4.6123344172376441 1.0546869022151661 0.6534371478275921 2.0094089189587976 0.59395906331337744 0.056163073614931558 23.291431068008801 0.051700146638268052 0.1185551226408279 0.032506670922885283 2.2996904130718376 0.056508568916569857 0.077835584610824404 0.11501105852585125 0.093612185055465424
leaf_count=201 80 1136 11 7 48 43 152 32 34 492 6 77 24 27 35 184 36 94 30 31 36 1004 22 66 46 422 59 61 77 60
internal_value=-1.89724e-06 -0.000737475 0.0267269 -0.0466664 0.0209215 -0.000838531 0.000909188 0.00886271 0.0631081 0.000642638 0.0618624 -0.00221542 0.082675 -0.00117422 -0.000449474 0.000353423 0.00030214 0.00265347 0.00107229 0.00470692 -5.51586e-05 -0.000532237 -0.0214916 -0.0496282 0.00225564 -0.00171196 -0.0608581 0.00609779 0.0308705 0.0538468
internal_weight=46.1944 13.5096 0.0495269 0.0247733 0.0110185 13.4601 5.93132 1.28253 0.168774 1.11376 0.0260064 7.52879 0.132922 6.92175 6.28767 5.73817 32.6847 4.31149 3.65805 1.64865 28.3732 23.5178 0.226418 0.170255 4.8554 2.38871 0.0890152 2.46669 0.286459 0.208623
internal_count=4633 2509 267 256 249 2242 1876 740 90 650 158 366 58 323 246 219 2124 191 97 67 1933 1128 124 88 805 527 105 278 198 137
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=3 6 15 9 22 9 21 0 14 15 18 20 20 12 16 20 21 6 7 18 7 23 21 18 23 16 18 17 22 21
split_gain=0.00162207 0.0082444 0.00289169 0.00323675 0.00354428 0.0025226 0.00239508 0.00163716 0.00145907 0.0013106 0.00119176 0.020213 0.0216562 0.0104949 0.00701218 0.00368069 0.00271173 0.00295132 0.00214548 0.0015103 0.0151708 0.049405 0.0151574 0.0222602 0.00989597 0.00864522 0.00976845 0.00637488 0.0110906 0.0535403
threshold=76.190903416900014 10.060235055750001 25.716185026400002 182.80199813410005 0.20852500000000004 40.734022239000005 12.944362924650003 112.37754985275001 121.36406917505002 11.870705757150002 12.880535946600002 40.986363433950011 44.279556297950009 169.21982098175002 21.074950717600004 41.909642283050012 3.5267096012500008 16.575387281250006 22.276766275150006 13.344136431100003 23.209106085000005 0.093635000000000024 6.4178488307500006 13.453871405300001 0.081515000000000018 22.584947186600004 13.679220276500002 188.13858192940003 -0.084259999999999988 10.899813468900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 -2 -7 11 18 13 -13 16 -15 -14 -18 -10 27 21 22 23 -21 -25 26 -23 -12 -29 -30
right_child=8 -3 -4 4 -6 9 7 -9 10 -11 19 12 14 15 -16 -17 17 -19 -20 20 -22 25 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.080215955482587586 0.043697371642683405 -0.10007719419410131 0.085896549079572213 -0.10005168853341342 0.099629869721964831 -0.042728136315983212 0.046446630740273623 -0.047821735885251002 0.0028454129065421316 0.064124401623106259 -0.00094039889564296686 -0.098919824800851819 0.10001519224341648 0.079977123412112369 0.099289878340087637 -0.075170415902863191 -0.079278061248073017 0.031415417459632271 -0.0049083354717551148 0.03412095450707358 8.0193760048815602e-05 -0.016341876804723068 0.0030140168006653738 -0.0015437952602979032 -0.096269508130008577 -0.10043692596567029 -0.0950700062083044 0.00099866024241204352 0.050003378720583795 0.001391691805324137
leaf_weight=0.0041339863998600132 0.0076460439759092882 0.0097798765491177164 0.0038598962443963927 0.0055171494245911381 0.0010596209622173447 0.0013267054492479289 0.0052479889329788421 0.0028388891229278457 0.94105062703843489 0.0085168323716916516 7.3101624718811831 0.05136678411143325 0.0017104596081480858 0.0048416717661439171 0.0093874354870422394 0.002234965397352795 0.0061773405194998077 0.003948055622764457 0.57485910147079267 0.027180577660603222 30.739205418978113 0.039963490101399657 0.56039728964143265 0.014340923828481067 0.047750084927852932 0.057487253929195958 0.026023019850526907 4.2876569115460939 0.28416089399505029 1.1178870950051019
leaf_count=400 18 120 23 288 7 62 76 48 190 116 312 159 8 31 8 40 132 48 16 26 1855 24 187 62 49 17 29 136 106 40
internal_value=-6.132e-07 -0.0195784 0.00464446 -0.00630568 -0.0678799 0.0120478 -0.0182983 0.0133538 1.73367e-05 0.0497229 1.00932e-05 -0.00267517 -0.0517722 -0.0831911 0.0347473 0.0309779 -0.0164437 -0.0361169 -9.49421e-05 0.000106349 -0.00026778 -0.0141028 -0.0030824 -0.0413523 -0.0743911 -0.0720876 -0.0473898 0.00101326 0.00352332 0.0112441
internal_weight=46.1577 0.0422809 0.0325011 0.0286412 0.00657677 0.0220644 0.0122209 0.00808688 46.1154 0.00984354 46.1078 1.59558 0.0796667 0.0584434 0.0212233 0.00707664 0.0118359 0.0101254 1.51591 44.5122 31.5123 0.773143 0.649669 0.0892716 0.062091 0.123474 0.0659865 12.9999 5.6897 1.40205
internal_count=4633 1140 1020 997 295 702 524 124 3493 178 3475 632 426 230 196 71 188 180 206 2843 2249 394 324 137 111 70 53 594 282 146
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=5 23 23 7 17 5 9 7 0 23 5 20 14 6 18 6 10 12 16 8 10 8 17 22 12 20 9 6 7 20
split_gain=0.000971564 0.0046431 0.016334 0.0159713 0.0283319 0.0118629 0.00446798 0.00402538 0.00345612 0.00335964 0.0033413 0.00526816 0.00314479 0.0520044 0.0262918 0.0323953 0.025643 0.0148743 0.0127643 0.0131208 0.010132 0.00483556 0.0036866 0.00504419 0.00367057 0.00354687 0.00509886 0.00283099 0.00401413 0.00276121
threshold=23.714185006400005 0.090465000000000031 0.087125000000000022 23.960918281000001 192.00947391610003 26.144057174750003 226.58992707320002 20.090200465600002 86.208098410950015 0.11071500000000002 23.195398057700004 42.243697547450004 310.33012040220007 16.265380038000004 13.876389391100002 15.885371159150003 74.927328095600004 367.09662155515008 22.654947022900004 7.7439566930000003 76.279622535200005 8.3434888241000014 199.73283952805005 -0.160525 358.96165787565002 45.321989007550009 40.734022239000005 8.5551998908500018 24.613673730750005 36.016191615950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 7 -7 -6 -3 12 -12 -1 14 -14 16 17 18 19 29 -18 22 23 -22 27 -25 -27 28 -24 -16
right_child=1 9 -4 -5 8 6 -8 -9 -10 -11 11 -13 13 -15 15 -17 20 -19 -20 -21 21 -23 24 25 -26 26 -28 -29 -30 -31
leaf_value=8.3508964622618342e-05 -0.10026269790970606 9.273716234857747e-05 -0.097163243884609687 -0.088790077127761116 0.092312527676275444 0.006259184431724428 0.094431742174868535 -0.10006880685191898 0.033285591724527393 -0.0081449024214422152 0.011707532018869529 -0.001758944858333287 -0.082557759544426443 -0.094268781509608351 0.10013263787355338 0.088094824087519868 0.093394971043311056 0.049002329703217933 0.063950861330573816 -0.10026319667041002 0.056217864828612553 -0.100082851630096 0.092269391338202417 -0.10007984742844118 -0.069166096615452435 -0.10002273909876452 0.09034822866577305 0.075302315671834111 -0.058601581762656098 -0.020031021156712698
leaf_weight=39.469870793115824 0.019513001040126876 4.5119711994364877 0.022629095211698314 0.01828850664901438 0.028182371266867179 0.017104087397422418 0.0044241469804546787 0.004496537083440443 0.015307180467061698 0.55611586037110772 0.62363607290870848 0.54383177119507309 0.026731934542773117 0.058952158939973742 0.0038888817653059951 0.05564355177921243 0.024070924157967966 0.014396483299407237 0.0069159698759904123 0.046539616425775421 0.0070865708649514017 0.003410115809305835 0.0029670322753929659 0.0065389859080060564 0.0025705241668990677 0.002486279276558534 0.0032408415629561205 0.019994362443309655 0.0043476082140485039 0.0037623618078157506
leaf_count=2481 161 144 73 31 50 343 8 77 6 47 65 48 50 57 1 18 26 38 15 127 75 16 13 118 84 132 13 62 207 47
internal_value=-1.91665e-06 -0.00128974 -0.0199547 -0.00367416 0.0138108 -0.0413185 0.00287705 -0.0158748 0.0715366 -0.00081117 0.000161631 0.00543456 6.81559e-06 -0.0103054 0.0107944 0.0227999 -0.00106893 -0.0424409 -0.0639845 -0.0803119 0.0396505 0.0150756 0.0230522 -0.0109499 0.045075 -0.0497551 0.00770367 0.0558282 0.0025961 0.0410443
internal_weight=46.1289 5.19803 0.129945 0.107316 0.0890273 0.0455378 0.0260248 0.0216006 0.0434896 5.06809 40.9309 1.16747 39.7634 0.293544 0.234592 0.20786 0.152217 0.0755033 0.0611068 0.0541909 0.0767132 0.0526423 0.0492322 0.0193527 0.0298795 0.0122661 0.00572712 0.027309 0.00731464 0.00765124
internal_count=4633 940 749 676 645 589 428 420 56 191 3693 113 3580 1099 1042 992 974 228 190 175 746 720 704 338 366 263 145 282 220 48
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=8 9 17 13 9 9 19 22 3 6 9 9 13 8 15 5 9 6 22 0 20 12 2 21 14 18 18 6 7 20
split_gain=0.000943244 0.00846615 0.0133257 0.00169129 0.00247302 0.00553204 0.00122879 0.00357047 0.0304632 0.00424522 0.00470366 0.00398471 0.00397807 0.00373616 0.0244625 0.0225837 0.00317391 0.00159948 0.00159729 0.0201604 0.0219431 0.00157566 0.0271547 0.00926952 0.0102879 0.0115995 0.013533 0.00766374 0.00751274 0.00622541
threshold=8.8430989333000021 207.89602404040002 182.37451917730002 117.15225149240001 215.63980588275004 222.3102192977 14.451165964200003 -0.027754999999999998 93.292185584700022 16.445384243750002 192.39832633775004 194.03220695150003 117.54207792135001 8.2435668022500028 38.86986296220001 20.743195000100005 196.40176798710004 16.485385178400005 0.17437500000000003 92.168410086200012 39.032633164100012 263.8513961743501 247.02271001585004 5.8464528668500009 335.96614052160004 14.122113655700002 14.215125380400002 16.335381673600001 24.528146684550006 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 18 9 12 13 -11 -12 -9 -8 15 -15 -13 -18 21 20 -20 -1 -23 24 -24 -26 -27 -25 -28 -30
right_child=1 3 -4 -5 5 -7 7 8 -10 10 11 16 -14 14 -16 -17 17 -19 19 -21 -22 22 23 27 25 26 28 -29 29 -31
leaf_value=0.00011981535228843775 0.01394469275780799 -0.0095236243082412967 -0.084334656298609131 -0.002138712952488827 0.070845510833352415 -0.0046263700719192799 7.7659209791994198e-05 0.037876148312065254 -0.0015420353556697441 0.010053934551861307 -0.0070608957650632317 0.0091002329725225536 0.074178216250439202 -0.0041095685829135777 -0.0013786862789126721 -0.099089181138214633 0.0052039342089406177 -0.0010749702936204703 0.021616789793943054 -0.00079651719566463462 -0.092003689658101143 -0.085487919416123409 0.099885099131524574 0.035234909681505874 -0.092909774932232417 0.096718566444923493 0.081980193035262369 -0.00081989587112817899 -0.0024251771071494115 -0.10052835563626783
leaf_weight=35.833520346503612 0.024690591777697501 0.024899957559568975 0.031268124757673377 0.52324840894368663 0.018312037867787012 0.020680376195542749 1.035949318866187 0.072354767360592542 0.58200580016455206 0.65551268548188124 0.54173894363907527 0.55173399868363082 0.051795138759189285 0.046780088639252315 0.55886902343827671 0.053853880555834621 0.55030851117908275 1.5439800640929204 0.025699483434663883 1.6169940559449918 0.05019838137241095 0.038994724723761753 0.0052339603644210439 0.061357223090511837 0.029675083009538028 0.0091073929070262238 0.0042348492371280235 1.5052870869725969 0.01077946253131 0.016174141835545441
leaf_count=2812 30 37 30 60 22 25 25 32 39 85 12 12 19 23 82 18 25 53 18 280 46 27 4 386 59 6 17 83 166 100
internal_value=-2.43374e-06 -0.0038054 -0.040971 -0.000263251 0.0150959 0.0308175 5.13742e-05 0.00135419 0.0080508 0.000500409 0.00233922 0.000752811 0.0530213 -0.00366783 -0.00955127 -0.0549375 0.00235257 0.000574914 -0.000156136 -0.00316078 -0.0535311 -2.05473e-05 -0.00301291 -0.00105408 -0.0353486 -0.0454643 -0.010524 0.000592181 -0.0418401 -0.0612943
internal_weight=46.0952 0.643099 0.0559587 0.587141 0.0638924 0.0389924 45.4521 6.24488 0.706156 5.53873 3.84327 3.18776 0.12415 1.69545 0.659503 0.100634 2.64602 2.09429 39.2073 1.69289 0.0758979 37.5144 1.68084 1.64185 0.0752049 0.0699709 0.0402958 1.56664 0.0311885 0.0269536
internal_count=4633 204 60 144 84 47 4429 425 90 335 187 102 51 148 123 41 90 78 4004 344 64 3660 848 821 352 348 289 469 283 266
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=0 14 17 10 16 8 6 18 16 6 18 10 20 5 9 10 0 17 20 17 13 0 3 18 13 23 8 10 0 19
split_gain=0.000899612 0.0150637 0.0050695 0.00465598 0.0386909 0.0127408 0.00369539 0.0213277 0.0130178 0.0152358 0.0124056 0.0054979 0.00352904 0.00211832 0.00313913 0.00218195 0.0292434 0.0303652 0.0275405 0.014052 0.00930094 0.0513978 0.035713 0.023979 0.0181814 0.018767 0.0157577 0.00784103 0.0174685 0.0646726
threshold=97.886760529650019 170.24900367605002 162.04221493815001 75.499969677400017 15.054964794950001 8.3434888241000014 12.255286342800002 16.693547963350003 14.969964993700001 13.665319288000001 15.917243450850002 78.962703749400006 40.574766824850009 16.546942136250003 212.49340169810003 66.859265246100009 93.501885318850015 191.40027208745002 37.817254840650008 173.32159167880002 114.07396693305002 90.321439350550008 88.813214339350012 13.405741979600002 113.98793627290001 0.10787500000000003 8.1436447804000007 70.128430332750014 96.082805124100005 13.051052998800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 13 -5 -6 -4 8 -8 10 -10 -9 -13 14 -1 20 17 19 -19 -17 21 23 -23 24 25 26 -15 -18 29 -29
right_child=1 2 6 4 5 -7 7 11 9 -11 -12 12 -14 15 -16 16 27 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0093694476639165185 -0.10015267052878268 -0.089747063568443267 -0.00040491615980798386 -0.00078299214689279929 0.096394175210317373 -0.00037326315218421774 -0.10034150844876491 0.0950640091976932 -0.10051829182125174 0.033318069574306837 0.012832109696850483 0.051787144141963538 -0.034593322106750396 0.035044493304124291 -0.0013763296075243086 -0.018456457565854765 0.0098862068223820442 -0.01145063845441212 -0.092067301087929723 0.093715724123479879 0.00015642590454097605 -0.014891363713606484 0.085378767080207404 -0.10061028438887545 0.099236947022682098 0.070222793225773281 -0.078449941812165358 0.029934068882312998 -0.00043875610244551041 -0.056504511924669182
leaf_weight=0.58390998073347933 0.015349371719891702 0.0064205527494766148 5.1220548988259207 0.53543433058521728 0.060430705860149203 0.017560024338308722 0.026742545115439387 0.015350199813838117 0.026187264175860037 0.031747212986374507 0.015294716799871821 0.011076439617994538 0.0082540742677679191 0.016758593774729102 0.50868090564472368 0.023124359550794504 0.66795400307012087 0.07538539052438864 0.096777394108357839 0.021598956803700275 28.903424324970054 0.051262927695137961 0.11567103187553585 0.034669610107171067 0.014604716970097797 0.017207647302711848 0.045303432270884514 0.14186460003902723 8.6333064671334778 0.22202387108075072
leaf_count=105 58 166 1321 38 108 12 49 9 32 22 31 21 21 292 10 37 79 24 74 33 1430 39 31 48 24 16 10 112 85 296
internal_value=-3.34642e-06 -0.00123176 -0.000943272 0.00015563 0.00880201 0.0746065 -0.000834807 -0.0171875 -0.0406282 -0.0188215 -0.0587252 0.0503834 0.0149029 2.36055e-05 0.0043665 -9.78094e-05 -0.00138221 -0.0376966 -0.0567675 0.0357167 0.000336881 0.0179888 0.0545873 -0.0295399 -0.00329226 -0.0221823 -0.0478031 -0.000567312 -0.00134338 -0.0228058
internal_weight=46.0654 5.27848 5.26313 40.787 0.613425 0.0779907 5.25671 0.134652 0.0999717 0.0732292 0.041482 0.0346807 0.0193305 40.1735 1.09259 39.0809 9.88204 0.216886 0.172163 0.0447233 29.1989 0.295478 0.166934 0.128544 0.0938744 0.0792697 0.062062 9.66515 8.99719 0.363888
internal_count=4633 1730 1672 2903 158 120 1506 185 134 85 63 51 42 2745 115 2630 740 168 98 70 1890 460 70 390 342 318 302 572 493 408
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=12 4 9 21 22 14 23 18 23 21 22 12 9 7 5 22 20 12 5 5 21 4 9 9 16 22 2 22 2 9
split_gain=0.000900099 0.0033043 0.00169352 0.00364899 0.0011409 0.006436 0.0108979 0.023353 0.00380692 0.0113294 0.0316048 0.0141786 0.0110934 0.0526436 0.0108375 0.0102652 0.0344859 0.0318541 0.0249399 0.0090736 0.00473137 0.0106216 0.00367304 0.00748744 0.00546442 0.00346251 0.0134888 0.00731722 0.043164 0.0437312
threshold=82.846568806150017 154.38970227190003 192.57902085675002 4.9210127084000002 -0.036264999999999999 164.00076642740001 -0.24360999999999999 14.152310743200003 0.096480000000000024 0.7788365504000001 -0.0057149999999999996 174.01334043920002 200.15236065845002 24.799466712900003 21.612734424500001 -1.0000000180025095e-35 39.525197829750006 231.00184921595005 22.665750084250003 22.127107789600004 5.0655779142000013 191.03149642590003 202.16842692300003 204.99169312540002 18.094957686100003 -0.051199999999999996 85.298498744850022 -0.064729999999999996 96.242542698950004 202.38851837455002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 25 -6 7 -7 9 10 11 -8 20 14 -14 16 -11 22 -19 -12 21 -10 -18 -24 -25 27 -27 -3 -29 -30
right_child=1 4 3 -5 5 6 8 -9 12 15 19 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.00089047687778156463 0.027313359386005844 -0.00035317941533567429 -0.01016677825918141 0.0013444921505564756 0.02765894220838587 0.096164854272784622 -0.034298913161650534 -0.092454670495131619 -0.00080470009435758499 0.084034468179058547 -0.1005350994810149 0.099619596150173545 0.088445696448339634 -0.0012121057175407978 0.038091952988736022 -0.00010350055321780613 -0.10156687520303359 0.079627482187857992 -0.078065583488997489 0.017846353673491987 -0.00099855205321404622 0.015713352890791701 -0.10050473353803475 -0.1001038514480769 0.10006496716416252 0.0010549302053978814 -0.016120694617994123 -0.0017827278761229606 0.066412680816042222 -0.030522553520009873
leaf_weight=1.0412676792187832 0.04455437819787178 25.850836935956547 0.5830687293451573 0.52183045008041518 0.088617373868486449 0.029477793718072243 0.013999423444087 0.0084443958751123649 1.0506545886455567 0.023119394024968432 0.046277475242904376 0.01816322609843013 0.082607969547097926 0.5426594381399461 0.088572072553461112 7.6625775762555088 0.056937934376072974 0.026210864318329641 0.016245352707898064 0.0075277896457350826 4.106677470879414 0.61843078284407749 0.010398447280749679 0.0019857307258206438 0.0043544312939047813 1.512211212851071 0.65542176123315954 1.0385946375303077 0.19929899670279061 0.060719332331132136
leaf_count=54 32 2973 72 19 31 68 24 71 10 17 118 19 22 69 30 478 41 41 24 19 89 51 4 61 3 9 70 18 65 31
internal_value=-3.56623e-06 9.42657e-05 -0.00200316 -0.00473015 6.65911e-05 0.000792027 0.000626864 0.0541636 0.000485654 -0.000990318 -0.0370943 0.0413289 0.00227963 0.0140402 0.0623916 -0.00059249 -0.0274999 -0.0497039 0.0192882 -0.0839726 0.000826112 0.00531558 -0.0894607 -0.0482804 0.0373723 -0.000292301 -0.00413842 1.47759e-05 0.00733948 0.0437764
internal_weight=46.0117 43.8656 2.14617 1.1049 43.821 14.5039 14.4153 0.0379222 14.3774 7.8878 0.0859679 0.0321626 6.4896 0.713839 0.17118 7.80183 0.139252 0.116133 0.0424562 0.0538053 5.77576 1.66909 0.0736765 0.0167386 0.00634016 29.3171 2.16763 27.1494 1.29861 0.260018
internal_count=4633 4488 145 91 4456 1290 1259 139 1120 849 180 43 271 121 52 669 191 174 65 137 150 61 109 68 64 3166 79 3087 114 96
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=16 19 8 22 16 23 23 16 9 22 23 23 13 23 20 23 0 5 5 23 12 23 0 21 6 15 7 2 2 6
split_gain=0.0012167 0.00476415 0.00589783 0.00293261 0.00554309 0.00189531 0.00574532 0.00180013 0.00169643 0.000984619 0.0118846 0.0172079 0.00303693 0.00282942 0.0174838 0.0115595 0.0105774 0.0714702 0.0102178 0.00951727 0.00778631 0.0176414 0.00574993 0.00381715 0.00616358 0.00362557 0.00287047 0.0026032 0.0243669 0.0175401
threshold=12.644970430600003 10.650859343850001 2.6479335789000005 -0.23265499999999997 9.3849780538500021 0.097005000000000022 0.074735000000000024 11.864972254500001 54.842324361600014 -0.036264999999999999 -0.27297999999999994 -0.24360999999999999 117.59047016770002 0.096480000000000024 36.859113051050009 0.10249000000000003 95.550490414250007 21.836296031200003 18.513175162200003 -0.089139999999999997 172.97487380805003 0.087245000000000031 86.345209775600011 12.377125061300001 16.285380505300001 40.856592954650004 24.142338514450003 121.36426933400001 129.01927736685002 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 6 -5 8 -3 27 -11 12 -12 14 18 -15 17 19 -13 -16 -21 -22 -17 24 26 -19 -24 -2 29 -29
right_child=9 2 -4 5 -6 -7 -8 -9 -10 10 11 13 -14 15 16 22 -18 25 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.08319776868327082 0.00060644913927362378 -0.10004354299296835 -0.096676603843549314 0.018381222148365222 0.081072651861636272 -0.0029861884322994856 -0.10009023095532917 0.062923399086283346 0.062439761505383766 -0.10040063308626404 0.040578826519953565 0.078965930834890175 0.099690773562722296 0.015054486063090481 -0.013769646185607136 -0.0082997192854387652 0.00095941868508978489 -0.0083370351395789175 0.0020035916719002458 -0.10084581151535106 0.050599708057394291 -0.088681847800622202 -0.0013545739312947939 -0.00068241614120689289 0.01382331785311041 0.0016701490706866524 0.0073409623487553054 -0.012794348048915487 -0.00087922690261075089 -0.096020161392052342
leaf_weight=0.0026192761489868275 16.543274494966884 0.0017881579162687391 0.011922068901604632 0.008675601407962176 0.0095207621862112291 0.4916828538896339 0.0077502355832314773 0.0040115465917267557 0.0010029886693267986 0.011605895904691077 0.016851108399960846 0.043503112565606794 0.017948722233995795 0.6353030246846173 0.023200323400544676 0.61611547569168568 6.0978265718383966 0.54116457983205979 0.028585593940931631 0.086231372156475916 0.012649424575101875 0.032351824949728325 1.0311108127934856 2.533999008970568 0.58330527928774234 1.0937474705085888 0.60084622177322389 0.056963449234557539 14.791259610436304 0.045590115056299396
leaf_count=85 1036 85 252 140 51 58 414 47 7 65 37 39 8 49 22 48 141 145 24 77 21 51 14 31 20 91 66 50 1433 26
internal_value=-2.29788e-06 -0.00472563 -0.0542828 -0.00294197 0.0456305 -0.00410249 -0.0375174 0.0200146 -0.0416557 5.37223e-05 0.000751083 0.000834968 0.071067 0.000659891 -0.000576257 0.00229951 -0.00102434 -0.00778468 0.0484478 -0.0728115 -0.0832494 -0.0495311 0.00078922 0.00196832 0.00500044 -0.00164228 0.00184691 -0.000256977 -0.00121603 -0.0497923
internal_weight=45.9824 0.538973 0.0187248 0.520249 0.01214 0.508109 0.0164258 0.00680269 0.00279115 45.4434 14.0063 13.9947 0.0347998 13.9599 7.95926 6.00068 7.88717 1.78934 0.0720887 0.154433 0.131233 0.0450012 5.36538 4.74926 2.21526 1.63491 1.63196 31.4371 14.8938 0.102554
internal_count=4633 1139 391 748 136 612 554 139 92 3494 949 884 45 839 611 228 548 407 63 171 149 72 179 131 100 236 80 2545 1509 76
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=17 17 23 18 7 22 10 0 21 16 7 16 22 6 20 13 21 4 3 17 19 17 17 4 12 12 12 2 8 18
split_gain=0.00129208 0.0192892 0.00669348 0.00945255 0.00638208 0.00579654 0.00528009 0.0042861 0.0167841 0.00904261 0.00284098 0.00265849 0.00273022 0.00331111 0.00234759 0.00209067 0.00279 0.00205638 0.00186171 0.0010036 0.00316163 0.0012876 0.00830383 0.0571547 0.00637526 0.0069925 0.00662304 0.00166439 0.00172232 0.00177191
threshold=179.03071761140004 177.73379099395004 0.080545000000000019 12.899561312100003 19.907255598950005 -0.24150999999999997 81.339300736700025 101.11291028615001 1.0000000180025095e-35 18.554956610400005 23.989000783400005 21.074950717600004 -0.23557500000000001 15.635365317800002 45.921757303800007 116.36722171835002 11.772995266200001 198.95919911430005 93.862138708350017 180.67147619190004 12.551012654050002 183.93802912725002 182.37451917730002 147.36370056065002 144.66294237600002 185.45355711640005 191.62027512645003 59.078594408600004 8.8430989333000021 13.344136431100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -5 14 8 17 -10 -8 12 -1 -14 -7 -15 -17 -4 -16 20 -2 22 -21 -24 -25 -26 -27 -23 29 -29
right_child=19 -3 7 5 -6 6 10 -9 9 -11 -12 -13 13 15 18 16 -18 -19 -20 21 -22 27 23 24 25 26 -28 28 -30 -31
leaf_value=-0.1000351603146962 -0.00016261100567600665 -0.081217395160084915 0.017719209371883919 -0.10003429150373272 -0.10027373639779801 0.094217202423070037 0.069765320034326533 -0.0014642754487191596 -0.095586340283410842 -0.010994125558331182 -0.10004004047272053 0.09730588806289632 0.10001484398826035 -0.10007089362105942 -0.046525020754209501 0.04994997953884938 -0.10003356803259277 0.094433314131448107 0.077461255977907539 0.0006791068115886542 0.008563533020038417 -0.0053233470759809403 0.0017793172975080641 -0.091240855778438448 -0.075318055445010273 0.099479540737146196 -0.061793936115897154 0.0013472273436151393 -0.0051562712686448412 -0.00014029338625178855
leaf_weight=0.0024820070074058039 1.5051960759611582 0.030743481630641223 0.005590672424545918 0.0021227864234530372 0.0068490723022165403 0.028322803649114547 0.0015832543473841545 1.4949554465437476 0.026370546044690357 0.024263820278747517 0.0026088220889446401 0.0031128179261941105 0.0033289346320032375 0.002256791867017327 0.0022919712726263688 0.0048513130535070559 0.0016662641064044692 0.0093182986930884226 0.0025679331149319751 2.3942336618528026 0.57337306049907955 0.54842476435715681 0.51252278545871355 0.08331520553730809 0.016774261342987984 0.0058420701017150023 0.0045139643449804145 11.455231554983461 0.58584765919689985 26.609271739368147
leaf_count=63 49 36 31 52 87 122 16 218 151 39 117 8 10 118 37 65 35 24 4 68 26 63 6 64 21 12 45 413 108 2525
internal_value=-3.1801e-06 -0.00274627 -0.00126126 0.0304235 -0.0183088 0.0607099 0.0698398 -0.00256164 -0.027591 -0.05505 -0.0359083 0.0134111 -0.00449381 0.0150987 0.0831993 -0.0171179 0.0116056 0.0656665 0.0189883 9.93293e-05 0.00224449 -6.29127e-06 -0.0019969 -0.0122815 -0.0775308 -0.0354281 0.029184 0.000146929 0.000224549 0.000307365
internal_weight=45.9498 1.65529 1.62454 0.0640448 0.0245472 0.0394976 0.0373748 1.5605 0.0655433 0.0506344 0.00419208 0.0176981 0.0145853 0.0121033 0.0331827 0.00877437 0.00651758 0.014909 0.0048599 44.2945 2.07857 42.216 3.0172 0.622968 0.110446 0.0271303 0.010356 39.1988 38.6504 38.0645
internal_count=4633 1233 1197 734 386 348 296 463 245 190 133 299 291 228 163 218 100 55 41 3400 75 3325 216 148 142 78 57 3109 3046 2938
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=17 21 7 20 13 12 7 17 20 6 10 3 3 2 15 20 22 0 21 23 12 15 0 9 7 17 2 0 8 6
split_gain=0.00122375 0.00890649 0.0133475 0.00467413 0.00345228 0.00273742 0.0025706 0.00161807 0.00152161 0.00158387 0.00120221 0.0475843 0.0262449 0.0530566 0.0432038 0.0248394 0.0192862 0.0177753 0.0914943 0.00960512 0.0214244 0.00836619 0.00832027 0.0752209 0.0330893 0.0207224 0.00692467 0.0282326 0.00691196 0.00672227
threshold=179.88087463185005 7.7895855139500005 23.209106085000005 45.458122212500008 111.38282034450002 74.22129117770001 17.566486459500002 180.67147619190004 48.553014326500012 16.575387281250006 66.859265246100009 86.26455603170001 85.589753040950015 77.002902305750027 32.355961258350007 34.424709467050008 0.26056000000000007 95.217121606100008 0.15802222800000001 -0.083149999999999988 211.51213392550002 25.849266156800002 88.350799540950007 204.99169312540002 25.121320584100001 209.54662559615002 72.043920985000014 85.705356740550016 8.4434108459500017 13.185308072600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -6 -2 -5 -10 22 12 17 -14 -15 -13 -17 18 -12 20 -19 -20 26 28 -25 -26 27 -9 -24 -22
right_child=7 2 -4 8 6 -7 -8 10 9 -11 11 15 13 14 -16 16 -18 19 21 -21 29 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.027800667064446335 0.0032646007520315992 0.088544350566012467 -0.10044491194038803 -0.10002142213498517 0.06425941340131984 -0.00091498224415690818 -0.10006131413900443 -0.033333672600604859 -0.048250964862442514 0.063953505267201491 0.0010987226712334405 0.035544831298682023 -0.062319947974981971 0.093433394733381248 -0.03121704045093969 -0.096543730156707544 0.0080290183164573228 -0.10141682153146608 -0.0015831280939231447 0.00031689830696556562 -0.013791072006007713 -0.10041195507621746 0.0066858220205405321 0.089488950264288991 -0.10040438303673399 0.050885690619692864 -0.00012990803665498295 0.074715606794958728 -0.008021925411475353 0.094728037203441112
leaf_weight=0.038575540237948291 1.5685459797319357 0.0080842206920123116 0.022582436869390321 0.0031450257498875089 0.0017235402021071886 2.0714942686050115 0.0021268012678845594 0.043657097252437604 0.0041181124346678644 0.0018114374825017876 0.55210248795890038 0.023380237045785957 0.04275184897332529 0.11651194905307705 0.036521682856118787 0.09591849478474046 0.021609693185382639 0.028445303259262811 0.0092407558074896201 12.560250655320411 0.015537370239422088 0.11724607394708642 0.62524436554171348 0.14468046800902801 0.016410119664215017 0.020195577730191872 27.015818942040617 0.054212879505939782 0.65349226238322444 0.0090233254795748508
leaf_count=39 35 35 87 79 11 889 66 21 54 13 25 11 13 45 37 115 27 130 36 1267 131 281 72 60 16 31 910 35 56 6
internal_value=-3.63762e-06 -0.00233081 -0.0470724 0.010297 0.0514267 -0.0014065 -0.0265059 0.000110866 -0.0437954 -0.0139733 -6.34955e-06 -0.000779175 -0.000175215 0.0361708 0.0636854 -0.0585897 -0.0773161 -0.000710583 -0.0164767 0.000137631 -0.0423414 -0.0931918 0.000362258 0.00771586 0.0679992 -0.0169368 -3.37201e-05 0.0265178 -0.000830502 0.0260776
internal_weight=45.9245 2.15366 0.0435916 0.0210091 0.0119346 2.11007 0.00385034 43.7708 0.00907458 0.00592955 42.2023 13.6285 13.4876 0.195785 0.153034 0.140908 0.117528 13.2918 0.678589 12.6133 0.053006 0.126487 28.5737 1.46002 0.181286 0.0366057 27.1137 0.09787 1.27874 0.0245607
internal_count=4633 1273 345 258 112 928 77 3360 146 67 3325 2124 1971 95 82 153 142 1876 342 1534 267 317 1201 235 107 47 966 56 128 137
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=4 10 8 21 15 19 10 17 4 2 6 17 21 12 17 22 13 13 9 18 0 0 16 0 5 0 16 22 17 13
split_gain=0.00109751 0.0167836 0.00851197 0.0021723 0.00117138 0.0156551 0.0101906 0.00595176 0.00463845 0.0042169 0.0039909 0.00356121 0.0115071 0.0180897 0.00946241 0.00718674 0.00444753 0.00392797 0.0038906 0.00362719 0.00241865 0.00164543 0.0016302 0.0427539 0.0427119 0.0157709 0.0686311 0.042711 0.0262729 0.00891649
threshold=143.58239362595003 70.940344688150006 9.3427090425500019 1.3367181581500003 23.949961253350004 12.851036860900001 71.830224329350003 162.04221493815001 319.84476747495006 207.58106365020004 13.005303866850001 197.78839148195001 6.5280300271500007 222.66054638440002 207.48293496715004 0.13747000000000004 100.66662623655002 98.599201934150003 206.78020849415003 17.108018746400003 109.03310793845002 111.47691637905002 18.834955955700003 94.047642319350018 20.315138807500002 95.988709089550014 18.094957686100003 0.048475000000000011 180.19381692845005 108.64328150955002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 9 -2 -8 -7 -10 18 14 -14 16 -16 19 20 -9 -13 -15 -22 23 24 -6 26 28 -28 -25 -30
right_child=4 -3 -4 -5 22 6 8 11 10 -11 -12 12 13 17 15 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.018839113474889063 -0.091131936519702181 0.093127576211991012 0.048191021094893371 -0.070243109069541232 0.086511780975385297 0.045266412975894101 -0.093497247829785468 -0.00016998319451363148 -0.076968914774924901 -0.10003801601151785 0.1000839656505812 -0.10005140962146111 -0.087874458417858542 -0.10004458131259251 -0.092089542901461735 0.072481437522270847 0.083214543820280998 0.092465164088926202 -0.0088690529232331207 0.068080410351830267 0.088965390690927321 -0.047949861784371647 -8.6143030961029942e-05 -0.051004036388178242 -0.088004853120103935 0.0015817169701169032 -0.097070820700794702 0.067205896075876154 0.027047738404691959 0.10071372910145125
leaf_weight=0.015318752312835637 0.0072921084748064349 0.018639308458659798 0.013346294132134062 0.017743105883710086 0.099428619801497642 0.011248257225628389 0.034970008547148268 5.1340284958056053 0.0026340725108298093 0.0024284662663482956 0.0024640231858938932 0.002573423838231211 0.019993287549703531 0.0019945027099623749 0.0072448172533024352 0.0041871557587722652 0.036401012331850779 0.01015077211195603 0.57134232651450378 0.002559128590330112 0.0022899414904031801 0.0014233492436459549 34.360799160304666 0.023593507647092227 0.016326994921556093 5.2500687295627859 0.10911496099538454 0.01851160655496642 0.027324989767592456 0.041212283373170067
leaf_count=20 307 6 26 20 64 63 132 890 40 49 1 43 92 77 145 24 28 8 112 91 16 44 1499 15 218 305 235 5 54 4
internal_value=-3.76076e-06 0.0129764 -0.0192154 -0.0464258 -2.21952e-05 -0.00134311 -0.0550658 -0.000845424 -0.0805062 0.0194659 0.00860469 -0.000731797 0.0191381 -0.0246115 0.0487518 -0.0318126 0.0709269 0.0551456 -0.00104112 -0.0162196 -0.0112238 0.0364841 0.000171421 0.00175587 0.0618967 0.00048314 -0.0257622 -0.0732433 0.0400122 0.071344
internal_weight=45.8667 0.0650475 0.0464082 0.0330619 45.8016 5.85523 0.0537448 5.80148 0.0400681 0.0136767 0.0050981 5.79419 0.0888174 0.0358519 0.0529655 0.011432 0.0415336 0.0158586 5.70537 0.00513255 0.00570779 0.00371329 39.9464 5.58558 0.115756 5.46983 0.219757 0.127627 0.0921308 0.0685373
internal_count=4633 72 66 40 4561 2162 285 1877 173 112 41 1570 568 237 331 169 162 145 1002 134 137 60 2399 900 282 618 313 240 73 58
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=0 14 10 23 23 19 20 6 18 22 20 2 16 20 5 9 15 15 3 3 23 17 7 7 8 16 22 17 9 12
split_gain=0.00100671 0.0128505 0.0042357 0.0331428 0.0206344 0.00491305 0.00403464 0.00494381 0.0208775 0.0186132 0.0126409 0.0122987 0.00474709 0.00514409 0.00182655 0.00281891 0.00198697 0.0111529 0.00656588 0.0257055 0.0144658 0.0159972 0.00978377 0.0143808 0.00829591 0.00569392 0.0497056 0.0213145 0.00228726 0.00231297
threshold=97.886760529650019 170.24900367605002 75.499969677400017 0.092895000000000019 0.085235000000000019 11.950964240300001 33.361153777850006 11.895277931250002 16.693547963350003 -0.13006999999999999 41.037275035300006 199.01127796720002 14.274966618900002 40.518963363600001 16.546942136250003 212.49340169810003 27.874116299000004 28.579157549250002 83.17551763980002 84.522435163150007 0.097645000000000023 205.96542837505004 24.673428656250003 23.543468673550006 5.1459841250500009 18.764956119400004 -0.070854999999999987 176.44238483465003 74.737174262250008 324.31852928155007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 5 -4 -3 -8 9 10 -9 -11 13 -10 15 -1 18 -18 -16 -20 21 22 23 24 28 26 27 -19 29 -21
right_child=1 6 3 -5 -6 -7 7 8 12 11 -12 -13 -14 -15 16 -17 17 25 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0088494233760760422 -0.10013276222631218 0.079950217246633731 0.036801008489095739 -0.0010372842825958442 0.086985452137410796 -0.091191588200207785 -0.00066950613644346866 -0.051762174398891782 0.073294141242985875 -0.10037402269343319 0.067899612384309513 0.010507128858070713 0.096982948993520765 -0.035220996983703456 -0.0013271630463234775 -0.0013569607365469744 0.013248250532421622 0.020824944193043614 -0.090833279608654949 0.011753711758763953 -0.087165962837349287 -0.10021538784474032 0.090179389159147139 -0.10031331369088325 0.072138093054482919 0.00012737216500537194 0.0017560400549798912 -0.10041512258618193 -0.10000872555528534 -0.10003263364892029
leaf_weight=0.57931551130870562 0.013124856907310689 0.0061407518023973698 0.0045262640383815231 0.52140296245079298 0.072649311669408689 0.008888278071339073 5.0983020112595483 0.016107377517300847 0.0084662937664461424 0.047961859047063515 0.01953466147438121 0.012639522979952744 0.013059081211395096 0.0090253870735921282 4.5590822083404383 0.507810568822606 0.64190336972785544 0.017970744768490476 0.040322779803687925 0.020210546653864903 0.015338783253127986 0.010231427535472903 0.021591901895590127 0.0096262786372012243 0.026224622807603737 32.871915828342495 0.57678761770426845 0.075090257268243477 0.002464927010748851 0.0020375433831532055
leaf_count=105 58 161 9 20 24 105 1298 32 20 77 24 29 8 23 35 10 57 17 61 283 27 14 7 15 29 1425 94 196 332 38
internal_value=-3.51673e-06 -0.00130734 0.00016496 0.00845252 0.0659449 -0.048005 -0.00105939 -0.00115459 -0.0206596 -0.0435217 0.013822 -0.0772477 0.0513622 0.0173023 3.90301e-05 0.00408189 -7.39811e-05 0.00019126 -0.00200019 -0.0227257 0.0027676 0.017699 0.0323837 0.0117787 0.032962 -5.86173e-05 -0.0091858 -0.0770028 -0.00861028 0.001516
internal_weight=45.8298 5.24436 40.5854 0.607467 0.0860639 0.0134145 5.23124 5.2251 0.126794 0.0962434 0.035642 0.0606014 0.0305508 0.0174917 39.9779 1.08713 38.8908 34.1837 4.70713 0.148049 0.107726 0.0923872 0.0821558 0.0605639 0.0509376 33.5418 0.669849 0.093061 0.024713 0.0222481
internal_count=4633 1730 2903 158 138 114 1672 1511 213 162 56 106 51 43 2745 115 2630 1789 841 806 745 718 704 697 682 1732 307 213 653 321
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=4 10 8 8 3 0 3 16 21 5 7 7 13 20 0 22 16 23 23 22 16 6 10 23 16 21 20 17 0 21
split_gain=0.000897618 0.0148125 0.00713273 0.00916096 0.000945802 0.0134597 0.0382014 0.0600228 0.0302716 0.0265508 0.0216725 0.0224407 0.0179472 0.0126644 0.00961261 0.0412249 0.00921928 0.0134594 0.00755609 0.00466753 0.00655389 0.00400812 0.0492824 0.0256594 0.0206613 0.0298029 0.00469129 0.00384459 0.00292239 0.00270608
threshold=143.58239362595003 70.940344688150006 9.3427090425500019 8.4434108459500017 85.589753040950015 90.321439350550008 88.813214339350012 19.224955043700003 0.87557407920000008 20.315138807500002 23.913271136350005 24.227986230350002 112.36141910395001 39.852039223600009 94.625660817400004 -0.043559999999999995 18.634956423400002 0.084995000000000029 0.090850000000000028 -0.14907499999999999 18.764956119400004 14.475338213950002 71.053259929650025 -0.061414999999999997 18.044957803000003 0.87557407920000008 33.036871954450007 162.04221493815001 94.940210418650011 6.9984086918000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 -6 7 9 -9 16 -10 -12 -13 -8 15 19 17 -7 -11 20 -2 26 24 -24 -23 -26 -16 -28 -27 -29
right_child=4 -3 -4 -5 5 6 13 8 10 18 11 12 -14 -15 21 -17 -18 -19 -20 -21 -22 22 23 -25 25 28 27 29 -30 -31
leaf_value=0.014113208542517694 0.061596038300191315 0.092284608907649585 0.044849374233829738 -0.093639076799401852 4.1511605433326699e-05 -0.078164972396819132 0.022273796620188413 0.031851544247359975 -0.085880928633986164 0.029672766494489883 0.043509773253354311 -0.10045913056575922 0.008370334531281472 0.090198725088852599 -0.10045305068229367 -0.0038373263140182023 0.097172928229714364 0.081094325332975226 -0.10052911474954199 -0.10047088881354467 -0.1002325019461211 0.10072062007857641 0.085527312192017646 -0.10030051038356476 0.1001245468705905 -0.030518115930095409 -0.08628325036405976 2.5201728957544658e-05 -0.10026705968226346 -0.0063151896824121439
leaf_weight=0.014756065295840837 0.0046033260996907188 0.016740966297220439 0.012835547227496136 0.016957547777565196 28.936157935577651 0.0081736059939768735 0.042718246645108593 0.064188888602075167 0.082638872801908292 0.0073168111534300797 0.038259554269757245 0.035426363470833167 0.026479480766283814 0.076792902765646431 0.0046774642335155594 0.51106084179175137 0.075621172618411947 0.015128619945926403 0.011404549077724369 0.054145292337369533 0.0054838877499605587 0.052031384781003776 0.0091493589316087309 0.03955575264262734 0.019201774033717811 0.011513078562984447 0.0051973330190450131 14.87710058875224 0.012560840368678328 0.70504686805484063
leaf_count=21 55 6 26 19 1811 42 14 24 38 33 19 24 25 39 161 45 35 15 18 62 10 3 6 125 4 15 167 1046 26 699
internal_value=-4.22935e-06 0.0120895 -0.0180467 -0.0435029 -2.04375e-05 0.000318183 0.016854 0.000772614 -0.0272282 0.0595599 -0.0479732 -0.0166983 -0.0539086 0.0659195 -0.000631198 -0.0133275 0.0802266 0.0252317 -0.0496427 -0.0888357 -0.0263816 -0.000167032 0.0164393 -0.0653924 0.0582581 0.00720434 -0.000320413 -0.000290365 -0.0669104 -0.000261683
internal_weight=45.7929 0.0612901 0.0445492 0.0317136 45.7316 29.4203 0.484149 0.364638 0.246993 0.117645 0.182804 0.100165 0.0619058 0.119511 16.3113 0.575293 0.0989234 0.0233022 0.0187214 0.0642325 0.0100872 15.736 0.144012 0.0487051 0.0953071 0.0432757 15.592 15.5873 0.0240739 15.5821
internal_count=4633 72 66 40 4561 2137 326 273 130 143 106 68 49 53 2424 172 92 57 51 127 65 2252 179 131 48 45 2073 1912 41 1745
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=16 15 8 12 13 0 9 23 21 8 7 9 2 15 20 20 21 21 13 20 23 8 9 7 22 10 9 22 22 20
split_gain=0.000854079 0.0094897 0.00495498 0.00307968 0.00441812 0.00367426 0.00445721 0.00329416 0.00235042 0.00179086 0.00163482 0.00161386 0.00157753 0.00139931 0.0111342 0.0090631 0.00588353 0.00115246 0.0011495 0.000951082 0.0306114 0.0182487 0.0116983 0.00553659 0.00281791 0.0293047 0.00669266 0.00336072 0.00218724 0.00172492
threshold=14.034967180100002 18.019770707250004 7.1444245619500011 178.58312952045003 95.811270852950017 99.647700605050019 54.842324361600014 0.075320000000000012 6.6209860876500004 2.5480115570500002 24.613673730750005 201.40496258350001 292.59177727695004 20.734744936600006 41.16018805045001 42.620627117000005 12.489184206400003 8.2213425669500015 79.637506740150016 43.735142172100005 0.085715000000000027 8.4434108459500017 187.45330412110005 22.557405306150006 -0.082404999999999992 61.998532946250002 210.25104900155003 -0.16533 -0.237895 42.206017975500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 7 6 -6 9 10 17 -3 -12 -10 14 -2 -16 -17 -5 -19 29 24 22 23 -22 25 -21 27 28 -27 -15
right_child=13 2 -4 4 5 -7 -8 -9 12 -11 11 -13 -14 19 15 16 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0023039793808458165 0.0011061539210165281 0.069774982016824458 -0.10011206920008829 -0.032124099370382485 0.078119154884567679 0.085894767672684405 -0.1000826113814368 -0.09004445038188974 -0.1000558504354566 -0.061014196656538372 -0.10004551421277107 0.063372005141529242 0.0057943620476101831 0.00024144320059532424 0.084272030789816266 -0.089953524968319626 0.051562809574261431 -0.0013528349787711644 0.083548216515057033 0.00037276251812033657 -0.013325533993304118 0.092633142002960828 -0.071166133429807529 0.090794652428393699 0.0022101359536085253 -0.10002382902100011 0.035568530963298282 -0.10049419772324696 0.070431592129809109 -0.0013060271234338235
leaf_weight=0.99936207823790768 0.54166561938316782 0.0037945386888117438 0.014832830212402115 0.0019688513383456438 0.0028515103390418508 0.014264864159486024 0.0027641974119418933 0.0040320770246342974 0.0036556565694993992 0.0024392026427060296 0.0015003662447288235 0.0010118997161043808 0.0022899377168883461 33.221166800158201 0.029714299672026101 0.00589853096074755 0.0058529210699909129 0.0024292465761313053 0.0046420405305980239 0.51885106653770652 0.0087169873082756366 0.057843943409949361 0.013656923663802445 0.012332246740470509 1.0238120550601593 0.0012111503159530912 0.0044774723919545059 0.040821921297601316 0.0019891408010150871 9.1973883811860357
leaf_count=417 166 40 105 84 13 19 37 401 50 64 56 2 16 1721 31 70 58 35 24 92 35 36 20 15 85 75 12 178 9 667
internal_value=-3.82589e-06 -0.00280681 -0.0612386 -0.00127732 0.0277123 0.0589212 -0.00959639 -0.0122872 -0.0141781 0.0150248 0.028348 -0.0342236 -0.0592878 6.27801e-05 0.00492933 0.0548714 -0.01947 0.0355415 0.0543816 -1.56675e-06 0.00232933 0.0582376 0.000911455 0.047676 -0.000922585 -0.00657573 -0.0809109 -0.092758 0.00592273 -9.40865e-05
internal_weight=45.7472 1.06184 0.0270852 1.03475 0.035392 0.0198806 0.00561571 0.0155114 0.0122524 0.0114793 0.0063068 0.00251227 0.00594559 44.6854 0.583131 0.0414658 0.0117515 0.00904014 0.00707129 44.1023 1.68371 0.0925501 0.0347062 0.0210492 1.59116 0.567351 0.0484997 0.0440222 0.00320029 42.4186
internal_count=4633 1363 269 1094 677 69 50 608 164 207 98 58 66 3270 325 159 128 143 59 2945 557 106 70 50 451 366 274 262 84 2388
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=18 19 16 23 2 12 7 18 18 6 13 8 7 7 6 15 10 22 21 21 10 23 23 9 22 13 20 18 20 15
split_gain=0.000779678 0.0142555 0.0241174 0.0334672 0.00997467 0.0193262 0.0155655 0.0162947 0.0126734 0.00864116 0.00662668 0.00837361 0.00595662 0.0399678 0.00636221 0.0318414 0.0145448 0.0271158 0.0378141 0.00589642 0.0609302 0.0212658 0.0178504 0.00635106 0.00559167 0.00534693 0.00517764 0.00438453 0.00601754 0.00331129
threshold=13.988302431200003 14.351157895250003 22.614947116400003 0.10020000000000003 205.16057895720004 322.74414298955008 25.310613269850005 15.534793034950003 14.646070254650002 13.005303866850001 113.13031812925001 5.445750190600001 23.853977146050003 23.695207782600004 14.815346158200002 34.563011034450007 67.181880221750006 -0.079369999999999996 5.3283630236500015 6.9984086918000008 75.424692849750016 0.088755000000000014 0.087245000000000031 191.20686769655003 -0.09280999999999999 98.599201934150003 46.645430295100006 14.215125380400002 40.986363433950011 32.99104187950001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 4 3 27 12 6 9 -8 -7 -6 11 -10 13 -2 19 16 -16 18 -18 -14 23 22 26 -21 -9 -26 -22 -3 -29 -1
right_child=1 2 -4 -5 5 8 7 24 10 -11 -12 -13 14 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.006972258575344093 -0.00098578206170359291 -0.10123846062813911 0.048331937140884754 0.050503950232068801 -0.012753657003032881 -0.092632561335761504 -0.10015736798254299 -0.043354916618598853 0.04387318271452547 0.089343940576849995 0.098394784858987727 -0.10006175594174183 -0.00016605848765884382 -0.078933599563509038 0.095019873890317477 -0.003790549407352831 0.072288667350747543 0.06102551034707171 -0.075575794365574364 -0.022737125948590713 -0.10015715068283296 -0.0040754859693082181 0.096093258041676385 -0.1007272938374497 -0.048263722549049697 0.068825646966213169 0.055951741840648543 0.0037077792842819426 -0.082628075138054258 0.00013980018680574647
leaf_weight=0.72764285271227436 0.57445142173909403 0.050201358277262353 0.029548936152423266 0.024391655887484376 0.0096085822294539741 0.019613777926110743 0.01182501917207901 0.0076055973718418537 0.0093787722270863294 0.060395911933580848 0.0069290613355406086 0.0071029015730692526 14.407733574894655 0.074288092314354515 0.040612646960654142 0.57414204825181514 0.028250475092136185 0.10591548813317786 0.04459941246022936 0.012217177993534389 0.0070709047704700101 0.54500638710553817 0.038436130069911201 0.071844304375758838 0.0045506538391144732 0.027278536716039525 0.0030371798150090612 0.011630035063717514 0.026395732330684041 28.170013469455526
leaf_count=930 155 28 38 24 123 32 75 158 222 52 13 128 957 38 14 26 15 37 30 17 85 109 14 110 116 47 37 10 58 935
internal_value=-3.30478e-06 -0.000544291 -0.0320761 -0.0531735 -0.000275729 0.024243 0.0446726 0.00280392 -0.0333378 0.0753304 0.01634 -0.0181567 -0.000519451 -0.0099117 -0.000135726 0.00859184 0.0409982 0.0287254 -0.0182354 -0.000594814 -0.00971123 0.00157362 0.0649961 -0.0893925 0.0336782 0.0520853 -0.0532511 -0.0818367 -0.0562226 0.000311841
internal_weight=45.7317 16.8341 0.142168 0.112619 16.6919 0.164289 0.121264 0.0512598 0.0430245 0.0700045 0.0234107 0.0164817 16.5276 0.64874 15.8789 0.79352 0.219378 0.178765 0.0728499 15.0853 0.677612 0.593551 0.0485442 0.0840615 0.0394348 0.0318292 0.0101081 0.0882271 0.0380258 28.8977
internal_count=4633 2768 158 120 2610 966 571 396 395 175 363 350 1644 193 1451 122 96 82 45 1329 372 245 136 127 321 163 122 96 68 1865
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=21 20 7 16 17 16 0 18 16 5 2 20 9 16 16 13 15 15 22 22 21 17 22 16 7 14 12 22 22 6
split_gain=0.000801972 0.00507233 0.0328378 0.013765 0.0135374 0.0193824 0.0191467 0.0117143 0.0410115 0.0122042 0.010915 0.00338573 0.0385127 0.0286112 0.0250248 0.0248391 0.00910268 0.00653351 0.00648439 0.00516029 0.00278667 0.00801339 0.00252301 0.00271563 0.00240562 0.00209159 0.0275919 0.019274 0.0124828 0.00951917
threshold=4.5589219677500008 39.198779702000003 23.543468673550006 21.374950016100005 193.29780372785004 18.714956236300004 93.910530954700008 12.880535946600002 22.604947139800004 22.053438739150003 82.092636011950006 42.243697547450004 202.70031010240004 22.554947256700004 22.664946999500003 111.12203990580001 31.975879077800005 24.140213186200004 -0.101255 0.011900000000000003 4.8542393434000006 191.86029796145002 -0.074029999999999999 11.949972055800002 19.164717746300003 274.77420769625007 227.12825541940001 -0.043559999999999995 -0.10771499999999999 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 10 -4 6 -6 8 9 -3 -2 25 13 15 16 17 18 22 -14 -20 21 -9 23 -13 -11 -1 -27 28 -28 -30
right_child=1 7 4 -5 5 -7 -8 20 -10 24 -12 12 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-3.631885927153594e-06 0.073767077648821885 0.09832092414140936 0.0056392836975201572 0.094065582536592002 0.10011815018794867 -0.082155811948877874 -0.090354618711951343 0.013647585767365572 -0.072846514182705685 0.0014608345790660326 -0.04578481002232089 -0.063539142250870484 0.08923843539440679 -0.0058333046501415371 0.059483082881524152 0.099334460785275913 -0.10150957916070476 -0.10030923994132064 -0.10018016449691398 0.067279645370108956 -9.4136610660827451e-06 -0.0010070175691035234 -0.080960193766831945 0.05537754038500578 -0.10010731433245308 -0.067518358018949218 -0.0005998369312387316 0.055581408241945289 -0.082416655735838729 0.032529855783717337
leaf_weight=15.200931866860108 0.014601448287071661 0.023611022341820553 0.54234226212115622 0.058236756434780546 0.014706241898238659 0.042806653965271835 0.0082314644495811162 0.58260735970474797 0.077887029035650812 0.0099506816147112431 0.016010712413020656 0.0024017099017417118 0.0042889701992123727 0.57686821240940844 0.013657216952196904 0.050665635031649003 0.06908925899949736 0.0079140289048780232 0.0073403889427567925 0.0024557853414552966 26.617603796864401 1.0378177374025197 0.0023910279338345006 0.0095819583273737408 0.0030456530896927356 0.0652335207656356 0.52420809333611984 0.058294389737045704 0.032852091787927695 0.0092283656049403362
leaf_count=989 10 17 61 31 5 44 87 24 37 195 31 103 18 64 12 95 115 23 86 4 1697 34 30 43 117 166 194 174 111 16
internal_value=-3.63501e-06 0.000313437 0.00874163 0.0655285 0.000444373 -0.0424098 0.0317648 0.000106263 -0.0318155 0.0554834 0.0112393 -0.000557253 -0.00713832 0.00162874 -0.0659727 0.0606329 -0.0865725 -0.0273414 -0.0133045 -0.0582 0.000235693 0.0042619 0.0128312 0.0315448 -0.0223414 -0.00024803 -0.00563364 0.000829806 -0.00480639 -0.0572086
internal_weight=45.6869 29.0495 0.696936 0.0888489 0.608087 0.0657444 0.0229377 28.3525 0.114494 0.0366074 0.0306122 16.6374 0.746654 0.649823 0.0968316 0.0729544 0.0831744 0.0222887 0.0140851 0.00979617 28.238 1.62043 0.0143747 0.0119837 0.0129963 15.8907 0.689816 0.624583 0.566289 0.0420805
internal_count=4633 2390 269 72 197 136 92 2121 366 329 41 2243 593 358 235 294 223 199 108 90 1755 58 176 146 312 1650 661 495 321 127
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=5 2 6 5 12 23 23 16 10 8 13 23 13 6 10 21 3 9 21 0 10 6 20 18 16 23 15 5 15 15
split_gain=0.00139756 0.0049103 0.00313491 0.00238217 0.00232847 0.00212884 0.00191975 0.00298493 0.00295189 0.00167705 0.00190861 0.00188122 0.00161154 0.00126771 0.00117112 0.00145372 0.00254825 0.00120039 0.00111999 0.000974796 0.00362897 0.00268485 0.0130956 0.0119958 0.00804394 0.00866064 0.00520551 0.00143672 0.0028239 0.00175499
threshold=13.153721664750002 82.092636011950006 11.805275828400001 12.901187908600003 97.388883832800005 0.096715000000000009 0.089505000000000015 13.854967601050001 78.290589216800015 7.6440346712000009 96.789869612400011 0.079745000000000024 105.63489686155002 7.2601696327000012 90.937096262400004 20.581461612800002 73.733652685700008 40.734022239000005 12.944362924650003 97.886760529650019 75.499969677400017 11.805275828400001 40.858951393400005 16.728115295100004 15.404963976500001 0.11458500000000002 22.654569872000003 16.546942136250003 21.761438576950002 27.874116299000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 12 6 8 -8 -3 10 11 13 -1 14 15 16 17 18 -10 20 27 -21 23 24 -23 26 -26 28 -2 -29
right_child=19 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.10004134032577031 -0.0018183270721372467 -0.10002464977517947 0.052519197188287361 -0.10005552827761513 0.099170617245852077 -0.10003016479333333 -0.10004342624168677 0.073362366939394519 -0.070176697047833567 -0.10003625094077923 0.073217004466124627 -0.10001675409982405 0.065897671616731254 -0.10003668337082249 -0.048463710685022178 0.10001273366983961 -0.10001602256234324 0.085720253542993702 0.039534306082471576 -0.00047192694328708311 0.0078689345633048535 -0.10021154425053663 -0.0019924487463007564 0.045414804665161228 -0.0018878220646157272 0.039867332557848259 -0.10022540014163404 -0.001888788150809886 0.0084547607768040642 0.00017567835420835554
leaf_weight=0.0011162098809428056 0.50422281428472959 0.0032659465353130903 0.0095490359744871967 0.0028198649852129156 0.0087293292506558373 0.0021840803440211767 0.0011767529872627738 0.0063458877113831136 0.0014140591364777411 0.0014997830700247397 0.0038184020999096893 0.0018589142168654515 0.0012303600524319336 0.0010302631841909724 0.0023851577851176095 0.0022759241473977463 0.0016896609185250711 0.0029253501480361876 0.0027209536026475689 4.5528993931492314 0.59885185007129749 0.030560978518451409 0.54621151839401705 0.012168434934935135 0.0083588461038743844 0.011776971288782079 0.0151203156548263 4.6841902521472312 0.57012539763138648 34.051907642511779
leaf_count=39 13 162 15 21 68 135 76 47 70 60 37 196 3 26 217 9 114 39 28 255 44 88 89 29 18 11 39 841 55 1789
internal_value=-3.46696e-06 0.0155047 0.00137829 -0.0116753 0.0753983 -0.00447051 0.00196975 0.0462368 -0.0114123 0.00197452 0.00957909 -0.00532833 -0.0130357 0.0068601 0.0150721 0.0288163 0.0102978 0.0366977 0.0020162 -2.32103e-05 0.000142306 -0.00131513 -0.00746549 -0.0457987 -0.0626625 -0.030114 -0.0652161 2.60779e-05 0.0036333 -7.39687e-05
internal_weight=45.6444 0.0580359 0.04696 0.037411 0.0110759 0.0345911 0.0324071 0.00752264 0.0248844 0.0216185 0.0201187 0.0163003 0.00234657 0.0144414 0.0134111 0.0110259 0.00875002 0.00706036 0.00413501 45.5864 40.4093 5.1771 0.624197 0.0779855 0.0658171 0.0352561 0.0234792 39.8104 1.07435 38.7361
internal_count=4633 1362 1252 1237 110 1216 1081 123 958 796 736 699 42 503 477 260 251 137 98 3271 2742 529 274 185 156 68 57 2698 68 2630
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=8 21 8 21 20 8 5 19 20 16 10 23 5 10 10 17 0 22 0 21 6 6 23 22 20 5 5 23 16 17
split_gain=0.000787404 0.00778613 0.0166934 0.00456771 0.00418944 0.0009776 0.00192807 0.000993868 0.0023794 0.00395549 0.00289064 0.00339741 0.00260067 0.00344966 0.00287435 0.0029166 0.00192156 0.0014893 0.0174948 0.0136092 0.00166442 0.0044563 0.0084661 0.00836172 0.0594727 0.0112686 0.00572194 0.0453248 0.0167563 0.0275723
threshold=8.8430989333000021 3.8092755532000004 9.5425530862500008 2.5378969943000005 38.751720283100006 8.7431769115000026 21.990725385850002 14.451165964200003 39.656620114300004 22.544947280100004 62.084563606450011 0.087795000000000026 20.971847224900007 62.041548276350007 61.998532946250002 190.03457182425004 86.692020874450009 0.15684000000000003 92.168410086200012 5.514213733400001 16.435384010100005 16.375382608200002 -0.55393499999999996 -0.084259999999999988 42.686561923500008 23.058899572400005 21.020044509750004 0.10249000000000003 22.614947116400003 195.18216166535004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 7 -7 17 -9 -10 12 -12 -11 14 15 -14 -17 20 19 -19 21 22 -1 -23 25 -25 -24 28 -28 -30
right_child=1 -3 4 -5 -6 6 -8 8 9 10 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 23 26 24 -26 -27 27 -29 29 -31
leaf_value=0.084018864762594569 -0.039347944355083757 0.00051521668749150641 0.078433316817221807 -0.10073776765721768 -0.0046005546622988657 0.0051299357535237299 -0.00037445358493476172 0.0068629041298216399 -0.0074509886138460837 -0.0061583894721036836 0.011291548167415132 0.00029439460986843376 0.0071393271718138383 -0.0061766378329960719 0.0089281502659557272 -0.0058964065631857444 0.0013418894010826018 -0.001473148417525161 -0.0010476353193599331 -0.090654899564531391 -0.0010237781355921039 0.0010513669386598336 0.00028604571455528567 0.087959315407067667 -0.0019241364473806214 0.026303317605466205 0.0013180599148603443 -0.075279270926601749 -0.10149499875411722 0.027302768456435495
leaf_weight=0.011946096913969195 0.025911538053903338 0.55707287298426422 0.011137089380099496 0.022771365568132751 0.013372312758292537 1.0916416070267581 1.5258366565208232 0.64256831847114781 0.57055747013896496 0.57632294953509733 0.56270417680423157 0.5609911871733857 0.55708415489535079 0.53902851736847868 0.56505040159981934 0.57362756390972425 1.0169944388326255 0.030079151924266134 1.5956836031663946 0.039689283485699889 12.983092449193558 2.0702447223702625 17.512433290073115 0.10417355259414662 0.51784821754586119 0.041432289150179713 1.1564973611499514 0.089435105182928853 0.041099303361988748 0.027906645642360672
leaf_count=20 32 103 18 18 33 34 38 57 36 32 57 34 28 28 55 47 18 32 297 34 743 30 2336 67 13 12 305 28 16 32
internal_value=-3.50294e-06 -0.00351358 -0.0341771 -0.068063 0.0331301 4.56546e-05 0.0019212 -7.01653e-05 0.00110357 0.000433428 0.00134189 0.00580135 3.28644e-05 0.00113016 0.00258203 0.000912396 -0.00126846 -0.000269936 -0.00319075 -0.0522061 -0.000129165 0.000409231 -0.000138257 0.00418225 0.0139519 0.070415 -0.000191655 -0.00655371 -0.00153824 -0.049408
internal_weight=45.6342 0.630265 0.0731923 0.0486829 0.0245094 45.004 2.61748 42.3865 6.16493 5.52236 4.9518 1.1237 3.82811 3.25179 2.71276 2.14771 1.59062 36.2216 1.66545 0.0697684 34.5561 21.573 18.8393 2.7337 0.663454 0.145606 18.8274 1.31494 1.2255 0.0690059
internal_count=4633 204 101 50 51 4429 72 4357 392 335 299 91 208 176 148 93 65 3965 363 66 3602 2859 2737 122 92 79 2717 381 353 48
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=17 7 21 21 6 4 2 9 20 2 23 17 20 12 7 13 12 20 21 22 20 23 22 4 22 10 23 10 17 21
split_gain=0.000792227 0.0200879 0.0328502 0.030892 0.0271896 0.0267605 0.0201265 0.0139538 0.0130473 0.0110531 0.00884264 0.00574641 0.0052963 0.0384636 0.013933 0.0202033 0.0121251 0.00961603 0.0045337 0.00447774 0.0353638 0.00318818 0.00361468 0.00277116 0.00264952 0.0395432 0.0138231 0.0263517 0.00809008 0.00764485
threshold=188.27285108100003 22.721067571950005 5.4279412736500001 5.0192588681500014 16.475384944750001 195.04069921150003 56.799426908350007 191.96565807215003 39.525197829750006 62.357017394150006 -0.10696499999999999 189.90635174060003 42.081757894750005 106.27865197405002 22.721067571950005 117.56358558635002 118.69549532925002 42.720329370750001 3.3069203559500004 -0.13509999999999997 41.11191809080001 0.093635000000000024 -0.27494999999999997 169.30632827135003 0.11061500000000003 62.041548276350007 0.11071500000000002 76.621056717750008 194.56623159050002 0.91803327455000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 7 -4 -3 -2 -7 -8 -10 -6 19 -14 15 16 -15 -18 -16 20 21 -1 -23 -11 -25 -26 27 28 -27 -29
right_child=1 6 5 -5 11 8 9 -9 10 23 -12 -13 13 14 18 -17 17 -19 -20 -21 -22 22 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.00061482280217038611 0.010177682852570228 -0.1004576401764727 0.092002614940502381 -0.10132867078648743 0.091604473443245252 0.1000563434555502 0.05496470738903117 -0.10093546897630451 0.061531833113237948 -0.0066388926665147813 -0.082839049565115175 0.028677469410032342 -0.00041295359799940333 -0.10034069155260586 0.014198467904691882 -0.10061284256931045 0.099049156322712772 -0.0023935865623066366 -0.096535084542816868 -0.00044029030557932153 0.092010749405607523 0.058386969756509234 -0.0056215579969351361 4.0106707286637751e-05 0.09204518497085569 -0.012815343191447724 0.0053695836222693409 -0.084293797712601079 -0.093419120836261749 0.077320741382983824
leaf_weight=0.52122060592176289 0.025164737668517456 0.019910588367564652 0.092979804057904403 0.027332225475447558 0.032139764778548852 0.0075997972162440411 0.036696593692009283 0.020516709886123863 0.0054851401005890912 0.60711291818734281 0.018726978165275909 0.026458425114924466 1.0454197718851714 0.008356191891060516 0.0039339624951451038 0.024804478513267725 0.014047462348898421 0.027911032762191645 0.061481774272416967 12.84966582129643 0.046646523395224904 0.020057414487864023 0.0157507568804931 29.345280634160034 0.049908754286661194 0.017136112646653642 0.5640573156821338 0.0034359476875037284 0.045554776540484454 0.019755846110037112
leaf_count=338 39 38 49 18 9 6 21 7 24 75 56 35 160 78 27 53 25 345 293 532 33 40 13 2039 13 25 46 46 65 85
internal_value=-3.42037e-06 0.000283158 0.0281572 -0.00669678 0.0181067 0.064916 5.04239e-05 -0.0397261 -0.0142527 0.000115632 -0.0501325 0.0631915 -0.000609595 -0.0070159 -0.0561343 -0.0267513 0.00966151 0.0315689 -0.0898758 -4.48596e-05 0.00837217 0.00136813 0.0302319 4.99674e-05 0.000185127 0.00626597 -0.000321002 -0.0376954 -0.0713866 0.053377
internal_weight=45.6045 30.9653 0.256404 0.131612 0.10428 0.124792 30.7088 0.0456814 0.0318119 30.6889 0.0242121 0.0585982 14.6393 1.18595 0.140535 0.0751192 0.0503147 0.0419585 0.0654157 13.4533 0.603675 0.557029 0.0358082 30.6522 30.0451 0.699849 0.64994 0.0858827 0.0626909 0.0231918
internal_count=4633 2696 243 108 90 135 2453 46 86 2415 80 44 1937 981 821 501 448 370 320 956 424 391 53 2394 2319 280 267 221 90 131
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=20 15 23 22 20 21 16 21 22 22 15 21 22 16 13 22 20 21 20 3 12 7 4 17 16 3 16 2 7 20
split_gain=0.000835002 0.0173947 0.0293261 0.0159646 0.0179401 0.00913621 0.00870308 0.00659011 0.00510798 0.00293423 0.00314349 0.0027464 0.00256147 0.00183983 0.00279663 0.00362177 0.00175899 0.00153929 0.00128601 0.00454486 0.00219188 0.014213 0.00473181 0.0066407 0.0115537 0.004457 0.00395083 0.00158239 0.0221825 0.018611
threshold=43.426369480700011 38.992510055900006 0.085910000000000028 -0.095854999999999996 44.279556297950009 7.3464616447000006 17.244959673800004 7.6791457491500008 -0.156745 -0.18437499999999998 19.198394745150004 16.639784844150004 -0.031989999999999998 16.224962059000003 116.36722171835002 -0.61402999999999996 50.189067467950004 21.089366969400004 42.91168285345001 93.181958801350021 285.94642765385009 23.960918281000001 389.25159675045006 208.71070186110003 20.629951758200004 90.730084986350008 22.694946929300002 189.32640726775003 23.822419043000004 41.600558339100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 3 7 4 5 -2 -7 -3 9 10 -6 13 -5 -12 15 -15 -11 -18 20 -20 27 25 -23 26 -25 -22 -24 -1 -29 -30
right_child=1 2 -4 12 8 6 -8 -9 -10 16 11 -13 -14 14 -16 -17 17 -19 19 -21 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.00011203622042988987 0.092161981552701333 0.0096331110674121798 0.086369840896002831 -0.0075329765823278494 -0.074066262681352496 0.093217834913441197 -0.10008345856236625 -0.081808954107698437 -0.10014047549486925 0.09137744083847836 0.075086027151191878 -0.071873578359682652 0.00037484181081101219 0.086468517665408251 0.064051135630194822 -0.1000576385798528 -0.10001388594254851 0.071306699496625686 -0.00029842063637716123 -0.010257771404855828 -0.0070579065747264393 -1.5479193004951636e-05 -0.08580531661616736 -0.091708036413447366 0.081309815803455449 -0.096727092038757331 0.032972924974470401 0.00029830435250109889 0.052705759739528714 -0.0010564914008553631
leaf_weight=33.9396726001562 0.048775091923364822 0.016955549912921586 0.059099634280244118 0.55990373017585815 0.0065251498479959027 0.0041515831374852041 0.0053060789659866714 0.014726676477948786 0.0058388217620202179 0.0049209366151785608 0.0050697091064648711 0.0035202241991996166 1.5260265130796469 0.0014419680901773787 0.0038820057611701486 0.0037433547321363862 0.001094400443861332 0.0010070170319522731 2.6254118361130803 0.55507919159153818 0.0074327608564388461 0.53981905108710393 0.020406901779080999 0.0063413769665929811 0.0098617999537964351 0.021803878420200817 0.003245768981287255 5.299710243808943 0.15247435205406112 0.11145778117811478
leaf_count=1987 92 21 28 105 124 8 46 22 226 45 19 40 290 6 43 93 69 7 148 115 20 52 197 118 18 52 14 201 306 121
internal_value=-2.96357e-06 0.00186571 0.0447555 8.06384e-05 0.0401108 0.0747201 -0.0152309 -0.0328714 -0.0142953 0.00176751 -0.014757 0.00716044 -0.00174777 0.0268405 -0.000134495 -0.0481872 0.0586718 -0.0179156 -0.000101031 -0.00203659 5.24389e-05 -0.00590157 -0.00247043 -0.035721 0.0135965 -0.0739307 -0.0695058 0.000144215 0.00170742 0.0300021
internal_weight=45.5647 2.27199 0.0907819 2.18121 0.0952763 0.0582328 0.00945766 0.0316822 0.0370436 0.0312048 0.0241824 0.0176573 2.08593 0.014137 0.00906733 0.00518532 0.00702235 0.00210142 43.2927 3.18049 40.1122 0.608912 0.579675 0.0398558 0.0162032 0.0292366 0.0236527 39.5033 5.56364 0.263932
internal_count=4633 1284 71 1213 818 146 54 43 672 446 325 201 395 161 142 99 121 76 3349 263 3086 471 399 347 136 72 211 2615 628 427
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=20 23 8 23 22 2 21 18 22 9 12 9 5 3 17 17 16 20 0 22 16 9 7 20 8 9 9 16 20 20
split_gain=0.000774732 0.0223889 0.0169489 0.00913088 0.00847883 0.00971615 0.0073434 0.00458953 0.00293454 0.00219492 0.00189129 0.00290419 0.00183601 0.00165266 0.0014454 0.00310313 0.00144391 0.000972554 0.0331538 0.0260554 0.0167766 0.0132329 0.0177802 0.0034677 0.00565019 0.00303536 0.00438162 0.00758001 0.0481063 0.0106305
threshold=43.735142172100005 0.085715000000000027 8.4434108459500017 0.090465000000000031 -0.088880000000000001 145.83272221200002 8.3507597823000008 14.122113655700002 -0.24150999999999997 207.52229237540004 322.74414298955008 218.19383831720003 8.7712570224000022 73.913779380400015 174.47088669260003 187.63270803470002 19.274954926800003 42.206017975500011 86.103248543850015 -0.11534 22.714946882600003 187.55294863440002 22.502236473750006 41.972095654800007 8.4434108459500017 192.20980299475005 201.65416293750005 22.574947209950004 43.276780833950006 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 4 3 7 5 9 -5 -3 -7 12 14 -12 -2 -9 16 -16 -10 23 19 -19 21 22 -21 -1 -25 -20 27 28 29 -27
right_child=1 2 -4 6 -6 8 -8 13 10 -11 11 -13 -14 -15 15 -17 -18 18 25 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-6.6056427808969964e-05 0.0027138532170302336 0.084557132113821376 0.091172647120492611 0.048234048439584121 0.00084419242313171446 -0.10002229628099149 -0.095010137861990349 0.054917644556792093 0.083185762948593228 0.016197673411154991 -0.065911920746405048 0.090177373906464242 -0.10021939092823531 -0.10005510287723732 -0.10002977276010171 0.053730444164879688 0.0047682770223802665 0.078222057897030961 -0.0072896602399581262 -0.10018911709470152 0.035450588325063488 -0.10046747771931019 0.023627108755550425 0.012429950487641754 0.00029366149959127007 0.028971965594594969 -0.0017429836915205518 0.000766725415046495 -0.0013377294570867892 0.08759297832501893
leaf_weight=33.008256013789222 0.0018813060316985588 0.011465136659012276 0.04814481382430813 0.0050910877666012757 1.5557947602663884 0.0024519829687281716 0.012048470256637689 0.0010055969297635423 0.0067624627891549327 0.0020309532410465172 0.0051105204861165978 0.0015546173508482752 0.021961991031588468 0.0021797511813161918 0.0021826438065168921 0.003292483073096264 0.0035970597427876783 0.014865609698818005 0.5692198947865873 0.021190987380036996 0.015861512000469702 0.07339102423463828 0.025619952101351373 0.59429947454449106 1.0820723834598309 0.048753456083283075 4.7785357364030006 3.0411213838742697 0.50604939101185664 0.084639374490961927
leaf_count=2499 36 17 36 30 210 70 47 76 44 2 174 7 250 22 64 87 16 45 104 81 21 111 18 79 48 75 296 25 12 31
internal_value=-2.09073e-06 0.00210112 0.0537552 -0.00291205 -0.000468848 -0.0406613 -0.0524613 0.0550554 0.003862 -0.0835972 0.0151831 -0.0295047 -0.0920977 -0.0511311 0.0339932 -0.00756563 0.0559574 -8.29587e-05 -0.000998269 -0.0474797 -0.0612133 -0.0739688 -0.0324236 0.000159277 0.00459616 -0.000221224 0.000254417 0.00284767 0.0127445 0.0661677
internal_weight=45.5504 1.68656 0.0799349 0.03179 1.60662 0.050826 0.0171396 0.0146505 0.0249518 0.0258743 0.0224998 0.00666514 0.0238433 0.00318535 0.0158346 0.00547513 0.0103595 43.8639 9.17925 0.150929 0.136063 0.120202 0.0468109 34.6846 1.67637 9.02832 8.4591 3.68056 0.639442 0.133393
internal_count=4633 1188 228 192 960 750 77 115 462 288 392 181 286 98 211 151 60 3445 819 276 231 210 99 2626 127 543 439 143 118 106
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=22 17 0 22 13 0 7 22 21 12 20 21 5 22 15 2 2 13 22 9 19 7 17 22 23 8 20 2 9 22
split_gain=0.000721581 0.00162807 0.00124187 0.010856 0.0134355 0.0228446 0.00969118 0.00120177 0.0197973 0.0267949 0.0184667 0.0159057 0.0136261 0.0197708 0.01816 0.00844049 0.0050885 0.00502867 0.00717261 0.0030456 0.0413771 0.00439989 0.00281993 0.00930995 0.00603287 0.00622092 0.00596195 0.00386071 0.00258907 0.00248871
threshold=0.18839000000000003 199.24932835515003 98.51854819030001 0.20852500000000004 113.89115178020002 92.168410086200012 24.142338514450003 -0.036264999999999999 3.2312802480000005 91.208648993800026 41.909642283050012 2.0976681454000006 17.687678651600006 -0.017745 33.221582556000008 137.50513673700002 179.45240498075 107.18613720285002 0.11061500000000003 188.90361612170003 14.351157895250003 23.276000438150003 174.47088669260003 -0.24023999999999998 0.10385500000000002 7.8438787148500007 35.771221912400001 145.83272221200002 66.544071737050004 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -5 -7 22 9 -9 11 12 17 -14 -15 -12 -16 18 -11 20 -10 -21 23 26 25 27 -1 -25 -29 -24
right_child=1 -3 -4 4 -6 6 -8 8 19 10 15 -13 13 14 16 -17 -18 -19 -20 21 -22 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=0.095495967502271878 -0.0027106058841130077 -0.0065436259524277928 -0.0024270483105004736 -0.068552584817444862 0.08237317828616314 0.00033148771468618994 0.086096874819093894 -0.10025042605954507 -0.0013323950172766262 -0.093769085319008391 0.041856115447474772 0.097122245377176578 0.085551254024854514 -0.10048560672935077 -0.021267967126753867 -0.087426228670638526 0.053010860434789503 0.10018850509030988 0.0900228269832586 -0.0083395661966560296 0.089008410968494628 0.00049881099461833423 9.6406447313181746e-05 -0.077258180511736579 -0.066733674705458518 0.096293352419774214 -0.090467147174295673 0.066091153127515276 -0.024422034402435566 -0.0024021175764530845
leaf_weight=0.0021058962096403297 0.54702652096648341 0.53896080381819489 1.0114012617337338 0.02599388723268703 0.035387287515135313 0.02478153088955537 0.028130668584708474 0.014407201727120955 0.51870198381682975 0.0036221103005080156 0.0076114838696241796 0.054093404195796779 0.023453021028217336 0.019936189663866344 0.017486893804743886 0.015005923717779979 0.019515208590746624 0.029784102109260857 0.0051316619516200181 0.59425735449832373 0.056190152244198543 10.792469177395914 26.392605070108072 0.0036169625187416335 0.0043857441482089135 0.019622787656658147 0.0095063484639825724 0.010188107878443931 0.0045813023301359843 4.6959838304784567
leaf_count=25 16 99 140 37 36 24 27 25 318 65 14 35 26 23 7 39 33 7 12 53 17 290 2572 189 13 20 202 92 83 94
internal_value=-1.99932e-06 -0.00176384 -0.000223767 0.00314586 0.0311758 0.0082152 0.0459285 8.79626e-05 0.000930517 0.0313649 0.0410573 0.0521652 0.0317171 0.00828127 -0.0235464 -0.0439186 0.0179073 0.0806051 0.0139739 0.000396086 0.00749755 3.75484e-05 -0.000241339 0.0225892 0.0443187 0.0571326 -0.0567425 0.0153385 0.038015 -0.000281
internal_weight=45.5259 2.21168 1.67272 0.66132 0.114293 0.0789061 0.0529122 43.3143 12.1717 0.210047 0.19564 0.173023 0.118929 0.0803913 0.0569383 0.0226174 0.0370021 0.0385379 0.00875377 11.9616 0.574892 11.3867 31.1426 0.0540071 0.0423949 0.0380092 0.0116122 0.0183864 0.0147694 31.0886
internal_count=4633 379 280 140 124 88 51 4254 964 286 261 208 173 89 63 53 40 84 77 678 335 343 3290 624 397 384 227 364 175 2666
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=23 23 6 20 23 16 7 14 13 13 4 5 6 9 13 21 23 13 18 7 22 9 4 18 19 12 9 8 23 17
split_gain=0.000715903 0.00291616 0.0095015 0.00392183 0.0123195 0.0164271 0.00679983 0.00189505 0.00558676 0.0256397 0.00637658 0.00258229 0.0041649 0.00369331 0.00626265 0.0022349 0.00324392 0.00207941 0.00199424 0.00168494 0.0015431 0.00927352 0.0102919 0.0148864 0.00191828 0.00184355 0.00160259 0.014657 0.0059541 0.00499662
threshold=0.10249000000000003 0.099465000000000012 14.905348261050003 34.515670600900002 0.098085000000000019 19.134955254150004 23.666491602800004 186.51427598835002 117.73026999045001 111.12203990580001 169.30632827135003 20.743195000100005 14.535339615900002 198.14098854835004 117.67650082785001 5.3953666299500016 0.10990500000000002 108.64328150955002 13.845746551550002 23.567644028800004 0.15684000000000003 193.24048816455004 168.18037996940004 15.957401718700002 14.251149826300002 66.834523482800009 182.80199813410005 8.1436447804000007 0.092015000000000027 190.68993848360003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 19 8 9 17 -11 12 18 15 -15 -13 -17 -2 -9 -1 25 -22 -23 24 -24 -5 27 28 29 -27
right_child=7 2 -4 20 -6 -7 -8 11 -10 10 -12 13 -14 14 -16 16 -18 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.036046343820419817 -0.059171694580587221 -0.0047337197184328982 0.013458947636586725 0.036507310648086669 -0.10029604458542017 0.096101865256102814 -0.10027567198637351 0.0058007318746613381 -0.0013507431249507845 -0.018961736341583654 0.036334614014642851 0.0042368348851268859 0.0095788652075999518 -0.012901367005630654 -0.00049304856467900836 -0.0058571156374809114 0.00037991780352259342 -0.1008423823805123 -0.0011085122783838232 0.10009841921242778 -0.00067797970077180614 0.041264155864491538 -0.10031298178614415 0.041241389655333791 -0.047794302406911737 -0.0031125058498119992 0.00018601254643243825 -0.10047911198893728 -0.080874735088418775 0.043859573053545417
leaf_weight=0.0013267486863331257 0.021691217336006541 0.52784578767961565 0.62937268081395814 0.013907123930038234 0.0062484181471313951 0.025908895606676197 0.0078396016952274258 0.52321061561815474 0.54384302948528784 0.040812117790210323 0.04264525055316426 0.95589336452235318 0.5920558282668934 0.6818627253244357 1.0081515483512928 1.0864625557379666 3.5872547653657421 0.02673420324572362 2.0725232248782999 0.0028873407281935215 0.52591296243443064 0.012297990012939408 0.031609716493335327 0.011254966949807432 0.0089166263896913733 0.54176632071935871 31.92814909037962 0.015674477675929666 0.0095252274745136756 0.023634205187036628
leaf_count=63 32 76 57 22 6 66 171 5 16 24 19 38 37 64 14 38 49 11 224 1 131 15 69 30 22 945 1918 9 55 406
internal_value=-3.1251e-07 0.000226084 0.00516067 5.39122e-05 0.0298178 0.0512337 -0.0452084 -0.000695184 -0.00582841 -0.0242929 0.00929373 -0.000365069 0.00201042 -0.00139963 -0.00549938 -0.000168877 -0.00106996 -0.0821768 0.000284154 0.0572351 1.41844e-05 -0.00505422 -0.040971 -0.0605017 -0.0887578 0.000106102 9.05343e-05 -0.00507107 -0.00246991 -0.00114903
internal_weight=45.5072 34.3241 1.15722 33.1669 0.044211 0.0379626 0.0120537 11.1831 0.675726 0.131883 0.0834574 10.5074 3.18779 7.31962 1.69001 5.62961 4.67372 0.0484254 2.59573 0.00421409 33.1226 0.589992 0.0640793 0.0517813 0.0405263 32.5327 32.5187 0.5906 0.574926 0.565401
internal_count=4633 4062 133 3929 307 301 235 571 102 86 43 469 266 203 78 125 87 43 229 64 3622 267 136 121 91 3355 3333 1415 1406 1351
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=18 7 23 8 19 10 22 17 7 3 7 22 13 23 17 5 4 9 17 7 12 18 22 19 19 16 18 18 17 6
split_gain=0.000704479 0.0236466 0.019583 0.0198708 0.0114817 0.00785104 0.00494494 0.00484352 0.00890533 0.0480905 0.0106105 0.00950964 0.0239707 0.0060552 0.00736075 0.00414862 0.00414109 0.00314626 0.00325709 0.00302876 0.002981 0.00243371 0.00619389 0.04512 0.0107945 0.00284462 0.0225173 0.00670769 0.0136328 0.00418282
threshold=13.344136431100003 23.156313609200001 0.10087500000000002 8.3434888241000014 14.451165964200003 62.334590212600006 -0.027754999999999998 188.13858192940003 22.812602664350003 93.571785230250015 22.626138143200006 -0.082404999999999992 117.60122400020002 0.094595000000000026 190.19286262750003 21.556055031700001 207.35876182180002 198.44478460200003 191.56943241645004 22.093462376800005 219.88098848225005 13.055593598800002 1.0000000180025095e-35 14.351157895250003 14.151141757350002 22.604947139800004 12.964611930900002 12.783127173500002 180.19381692845005 18.145423964950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 19 21 9 10 -9 12 -11 17 -15 -5 -4 18 -10 20 -7 25 23 24 -23 26 27 28 29 -1
right_child=1 -3 16 15 -6 6 -8 8 13 11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0084039437172796962 -0.10036544685959328 -4.4211280933900703e-05 -0.051569484753801624 -0.069099699268769646 0.074033878277815643 -0.072076974593537957 -0.10002654945736916 0.026725754864927453 -0.0071709823606630725 -0.026554120683564136 0.089260204103792359 -0.0033823997044765638 0.075060416701508023 -0.00042232971850543098 0.015164014294285677 -0.022011576352332377 -0.10100845430294608 0.0026838379985819893 0.00072192189594488831 0.073028738687375153 0.03654452785962465 -0.015927586522837014 -0.00047626034999232765 -0.0012114782273509467 -0.10015562980094597 -0.00087582276435846764 0.073013073924066821 0.0001596406333828117 0.10029042413933016 -0.10040812490837565
leaf_weight=0.015729758892104928 0.0076652692109208101 30.833139534202779 0.031748337160706797 0.039682882397755748 0.03000542416936014 0.0039756254297644844 0.0031988116042183093 0.039671456062932431 1.057901088444283 0.040985159283536521 0.085848847605348055 0.53928217503970199 0.053543232024168219 0.60229287453694247 0.6097278919769451 0.035402332826379279 0.036329763455768216 1.5416463564761214 1.0336784804374017 0.010060132028927526 0.0069318781483111991 0.019921242397174743 1.5163317927263049 0.50216157459590249 0.064413717768957213 5.6136332277991414 0.046177630465464747 1.0416243670962257 0.020015638757250542 0.004556004707758631
leaf_count=349 12 2983 20 17 15 84 77 19 30 31 49 48 35 17 24 24 22 15 18 69 66 105 15 6 30 185 42 75 8 143
internal_value=-7.63873e-07 -0.000269275 -0.03412 -0.0123264 0.0296517 -0.0121842 0.0157857 0.000576024 0.00287602 0.0129452 0.0694958 0.00174592 0.0310029 0.001298 0.00741865 -0.0468979 -0.0779525 -0.000743809 -0.00327023 0.0334539 -0.00304642 -0.000881423 -0.00385158 -0.0125782 -0.0802596 4.50058e-05 0.0046272 0.00170843 0.0417382 -0.0160343
internal_weight=45.4873 31.0381 0.205 0.136922 0.0618371 0.0318317 0.0241664 14.4491 5.60458 0.759331 0.12552 0.633811 0.0945284 4.84525 1.21202 0.0750852 0.0680781 3.63323 2.09158 0.0209676 0.0109075 8.84456 2.10283 0.586497 0.084335 6.74174 1.1281 1.08193 0.0403014 0.0202858
internal_count=4633 3389 406 364 323 308 296 1244 286 182 68 114 66 104 41 41 42 63 48 219 150 958 156 141 135 802 617 575 500 492
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=8 21 21 9 8 5 18 20 16 8 9 18 7 3 15 22 21 21 23 21 6 6 3 16 19 22 22 5 22 16
split_gain=0.000722654 0.00627968 0.0136962 0.00885972 0.000938801 0.00158195 0.00102302 0.012949 0.0329747 0.00936798 0.00816412 0.00157502 0.0188474 0.0249306 0.0151471 0.0131785 0.00913844 0.017089 0.00719555 0.00653045 0.00383762 0.00542989 0.0122942 0.00456858 0.00290786 0.00835284 0.00369076 0.00352119 0.0025996 0.00218953
threshold=8.8430989333000021 3.8092755532000004 2.5883591406000002 215.63980588275004 8.7431769115000026 21.990725385850002 12.880535946600002 39.065416244600009 22.604947139800004 5.1459841250500009 186.16747084260001 13.344136431100003 23.131311951800004 92.913112988300014 39.558912554250007 -0.11051999999999999 7.515317457250001 11.772995266200001 0.085910000000000028 5.2921303083500009 16.375382608200002 16.445384243750002 93.609423644100005 20.864951208700003 14.351157895250003 -0.084259999999999988 -0.051199999999999996 22.825270530250005 -0.24023999999999998 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 7 -1 9 -9 -10 20 13 14 15 19 -17 -18 -15 -13 23 22 -22 -8 26 -26 27 -23 -21 -14
right_child=1 -3 -4 -5 5 -7 11 8 10 -11 -12 12 29 18 -16 16 17 -19 -20 28 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.0319654922178516e-05 -0.042215354487266904 8.6909243747916413e-05 -0.10059213770596809 0.046099123807488297 0.0048047834630745266 -0.0001909263376996411 0.0021613068220478981 -0.012124984275066046 -0.035295633555096788 0.10026911352034185 -0.10106116015050762 0.079136992769376052 -0.00034813450962375595 -0.032294978006786323 0.10019104475507179 -0.094809642554992538 0.090551204013920472 -0.089735130941292165 -0.10016617808739761 -0.10010073870531931 0.017762609795090527 -0.000436004288303922 0.00017674413060106894 -0.010422271535636842 0.00035738849614560197 0.012775593496272939 -0.0048872529895488508 0.0081799016012083035 0.01261157708747955 0.0041384602330162973
leaf_weight=1.4123590199644418 0.025028460564043509 0.55470502723258619 0.020424965120469096 0.020799453981027227 1.0853915448442415 1.5237145118655915 0.5511286524457677 0.012988354116677203 0.034458868054571212 0.017284611283685081 0.041741703382285777 0.016131788821171611 28.123594176681618 0.023007766566664145 0.013279267121106386 0.022162935733412215 0.01015229603978085 0.010905126885390359 0.048649718163320976 0.0031742671893439933 0.63929339894093473 3.0299806141993004 1.0512146967355276 0.60549877780431416 2.5972406886819503 0.68437059593929905 1.5794982367737032 0.56237625198559715 0.0057583949862891615 1.1314818480477686
leaf_count=152 36 103 27 38 34 38 89 357 27 8 16 61 2804 36 3 47 30 37 30 52 27 19 35 58 76 80 42 113 74 84
internal_value=-4.92916e-07 -0.00338852 -0.0324867 -0.00213295 4.64289e-05 0.0018873 -6.73119e-05 -0.00261551 -0.0362445 0.0520474 -0.0713212 2.77604e-05 -0.000357819 -0.0353388 0.0024696 -0.0165342 -0.0499887 -0.0028147 -0.0783741 0.0411538 0.00103118 0.00165344 0.00682713 -0.00442624 0.000618818 0.00294717 -0.000858553 0.000912798 -0.0274413 -0.000174609
internal_weight=45.4578 0.620958 0.0662529 0.0458279 44.8368 2.60911 42.2277 1.51883 0.106474 0.030273 0.0762006 40.7089 29.4083 0.153222 0.0815641 0.0682848 0.0432204 0.0210574 0.0716575 0.0250645 11.3006 10.144 1.69051 1.15663 8.45347 3.28161 5.17186 3.59236 0.00893266 29.2551
internal_count=4633 204 101 74 4429 72 4357 560 408 365 43 3797 3258 370 304 301 114 67 66 187 539 392 62 147 330 156 174 132 126 2888
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=22 14 23 14 14 21 20 0 6 18 22 4 8 17 6 18 21 0 0 17 17 22 20 23 8 2 17 8 10 4
split_gain=0.00068084 0.00499612 0.00960133 0.00243111 0.0275381 0.022613 0.00274013 0.0122404 0.0546775 0.0392138 0.0101587 0.0362981 0.027415 0.00381967 0.00601155 0.00378542 0.00836482 0.0035383 0.00577151 0.00288929 0.00239346 0.0077873 0.00533283 0.00521292 0.00580352 0.00325338 0.00225295 0.0156899 0.0181204 0.00589299
threshold=-0.036264999999999999 159.17310279255003 0.084365000000000009 168.77963633815003 160.60872747920004 1.3367181581500003 41.489621506400006 87.842680954300008 16.265380038000004 13.087929333200002 1.0000000180025095e-35 222.34787280370003 8.543332867800002 188.27285108100003 16.415383542800004 13.480563334700001 4.4218562789000009 86.474255765850003 85.882794977150013 204.45912381470004 174.47088669260003 -0.24023999999999998 35.771221912400001 0.10385500000000002 7.8438787148500007 145.83272221200002 205.09306577200002 8.4434108459500017 76.279622535200005 286.93691744620008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 4 -3 -6 10 8 -8 13 11 -5 15 14 -10 -13 -17 18 -12 -19 21 22 -1 24 25 -23 -22 28 -28 -30
right_child=1 3 -4 6 5 -7 7 -9 9 -11 17 12 -14 -15 -16 16 -18 19 -20 -21 26 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.094628000537488433 0.017383466471364732 0.098860213839292915 -0.085895968870649694 0.0023699162596454936 0.050073580878645767 -0.081442850399457839 0.00052317024809077123 0.00050349322702232578 0.097887355967754469 -0.094968546916152072 0.00043566186111906386 0.10040051670787803 -0.022145908624496398 0.098894601177510644 -0.10006680334627571 0.098282153588426541 -0.013367484927531354 -0.0010914395236808312 0.012819056846717634 0.0065115240279676398 -0.00017519938028723607 -0.074341042968569943 -0.089480020920931394 -0.063855790294798931 0.095883366830385744 0.035225966735060309 -0.085079424349493948 -0.00074671897932358647 -0.062932671264365081 0.058066640699121347
leaf_weight=0.0019331805675178873 0.017221881608210476 0.027670871166263988 0.018857309428359059 0.55294807208953756 0.023166227991879396 0.030009223034625165 0.50609713438706094 5.1012723152580461 0.0031468931892959509 0.10995609753464919 1.0681667425449166 0.068012378455023281 0.029807063401676714 0.011618661883474601 0.0029933937971344804 0.018223116576720599 0.010621440354965372 5.6208934626001037 0.58112329585128453 0.54861891932341578 30.386083201578007 0.0033521054419086279 0.008451388268066129 0.0041385933438462521 0.01732614814147837 0.014148556045045557 0.048004181560940391 0.57429317877506492 0.0054449022891513979 0.015435272411864646
leaf_count=25 15 14 32 42 21 23 19 410 6 64 56 10 19 9 114 47 14 319 21 88 2110 189 202 13 20 175 143 85 95 233
internal_value=-1.11042e-06 0.0005686 -0.036597 0.000662276 0.0179542 -0.0241469 0.000564058 -0.00112494 -0.0142315 -0.0726997 0.00170386 0.013431 0.0617176 0.0651798 0.00138458 0.087526 0.0571694 0.000684541 0.00479892 -0.000415352 -0.000264172 0.021741 -0.0552067 0.0422481 0.0548568 0.0142393 -0.00029917 -0.00615599 -0.0512534 0.0265138
internal_weight=45.429 14.3504 0.0360792 14.3143 0.0808463 0.0531755 14.2335 5.73508 0.633812 0.127715 8.49841 0.679612 0.126664 0.0177589 0.00614029 0.0968569 0.0288446 7.8188 1.64929 6.16951 31.0786 0.04935 0.0103846 0.0389654 0.0348268 0.0175007 31.0293 0.643178 0.0688844 0.0208802
internal_count=4633 1343 47 1296 58 44 1238 622 212 193 616 132 90 129 120 71 61 484 77 407 3290 624 227 397 384 364 2666 556 471 328
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=5 23 23 7 17 5 23 17 9 7 5 22 22 6 6 15 16 5 6 5 6 6 6 5 21 13 6 14 19 12
split_gain=0.000766417 0.00394342 0.0132166 0.0116586 0.0221159 0.00889245 0.00377921 0.0069641 0.00355447 0.00296379 0.00248184 0.0040639 0.00297614 0.0107344 0.0124911 0.0108186 0.0100843 0.00724793 0.00452928 0.0021919 0.00205885 0.00224454 0.00185185 0.00192077 0.00143104 0.00193177 0.00142039 0.00806812 0.012432 0.00482769
threshold=23.714185006400005 0.090465000000000031 0.087125000000000022 23.960918281000001 192.00947391610003 26.144057174750003 0.085345000000000018 193.94976740385002 226.58992707320002 20.090200465600002 23.195398057700004 -0.094409999999999994 -0.27494999999999997 13.775321858200002 13.665319288000001 23.949961253350004 20.834951278800002 15.188638235750002 12.040281319250001 12.901187908600003 16.405383309150004 16.485385178400005 15.470361462550001 28.543718473100004 16.639784844150004 116.36722171835002 16.455384477450004 265.16683954625006 14.251149826300002 226.26044291545003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 7 -6 9 22 12 -12 13 14 17 -15 -17 18 19 -1 -3 -22 -7 -24 25 -25 29 -28 -29 -14
right_child=1 20 -4 -5 6 8 -8 -9 -10 -11 11 -13 26 15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.01103797075412557 -0.10020956489877504 -0.0065678001092964516 -0.096249073163624327 -0.085021747758822985 0.096725404622516997 0.090282533798204584 0.099543854851433605 -0.026798723612665838 0.092866350263557662 -0.10005737479447696 -0.0017674703706857737 0.01020231881741117 0.00021894508297943161 -0.100247900838334 0.10011673008710952 0.03774786401982988 -0.048683454637951262 -0.091916422908450687 0.055613768042671131 -0.10005546588060402 0.0039661607704434285 -0.0012909227559428742 -0.10004902148608441 -0.046132667423734668 -0.10003191336636004 0.058991874228767907 1.4772497380526824e-05 0.002394659787149566 -0.018511227041266946 0.0081909790309221426
leaf_weight=0.0035502228574552088 0.015533617251011544 0.54274751439419322 0.018818279997645959 0.014674661938443023 0.0091647266190193477 0.0020661572198150688 0.018265718150644261 0.0090922303707827723 0.0034607787456479846 0.003514816958002597 0.52184529546104841 0.62138852249580512 27.005465683524498 0.020452297616663895 0.014477056742180139 0.021920109686107025 0.035138086128426949 0.008415331128404091 0.012393948984424696 0.003553786743850651 1.0636868094772465 3.4344073982619534 0.002055224699283543 0.0026784713531959881 0.0010881108764166925 0.0050319971574310784 10.053099323455625 0.52898228682897641 0.61533020086153556 0.78161404353658781
leaf_count=179 161 46 73 31 9 8 8 39 8 77 39 74 1901 86 5 21 26 47 28 41 31 114 124 93 26 92 211 9 61 965
internal_value=-1.02955e-06 -0.00115013 -0.0202895 -0.00378849 0.0127791 -0.043511 0.0673839 0.0352086 0.000756818 -0.0186393 0.000145901 0.00473854 1.16327e-05 -0.0157191 0.0247409 -0.0378466 -0.015479 -0.0143524 0.0191243 -0.0445366 -0.000749767 -4.7754e-05 0.00351013 -0.0130081 0.00732347 0.0224736 6.00142e-05 -0.000890855 -0.00884705 0.000443188
internal_weight=45.3939 5.14629 0.105445 0.0866265 0.0719518 0.0354292 0.0365227 0.018257 0.0198956 0.0164348 40.2476 1.14323 39.1044 0.119901 0.0423903 0.0775105 0.0570582 0.0279133 0.019498 0.00710401 5.04084 4.49809 0.01292 0.0108538 0.00879858 0.00771047 38.9845 11.1974 1.14431 27.7871
internal_count=4633 940 749 676 645 589 56 48 428 420 3693 113 3580 433 300 133 47 295 248 220 191 145 343 335 211 185 3147 281 70 2866
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=5 23 23 7 17 5 23 9 9 7 5 20 22 8 9 3 13 13 8 13 21 6 23 2 3 22 0 6 18 22
split_gain=0.000622858 0.0035118 0.0118893 0.0102185 0.019546 0.0081472 0.00367767 0.00776534 0.00315756 0.00269665 0.00201839 0.00405369 0.00255608 0.00967547 0.0140344 0.00927847 0.00961219 0.00808044 0.00507778 0.00415868 0.00220095 0.00204784 0.00197797 0.0016874 0.00239938 0.00228009 0.00166997 0.00199162 0.00152102 0.00139231
threshold=23.714185006400005 0.090465000000000031 0.087125000000000022 23.960918281000001 192.00947391610003 26.144057174750003 0.085345000000000018 193.24048816455004 226.58992707320002 20.090200465600002 23.195398057700004 42.243697547450004 -0.27494999999999997 8.3434888241000014 212.20546459280004 92.585121096400016 104.04332964835001 101.31185618785001 8.1436447804000007 101.03763345850001 5.8920528450000011 13.185308072600002 0.11071500000000002 305.67240907785003 103.28787291370001 -0.23401999999999998 85.990333302400003 16.405383309150004 11.890615410500002 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 7 -6 9 23 12 -12 13 15 -15 16 17 19 -18 20 21 -1 26 24 -7 -26 -3 -28 -27 -14
right_child=1 22 -4 -5 6 8 -8 -9 -10 -11 11 -13 29 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.039918970533142702 -0.10018963689987355 -0.0010682783805906716 -0.095332484344046425 -0.082400413959684143 0.090974971425178144 0.099675140071095875 0.099363644336318918 -0.044229068075009155 0.091467202500051206 -0.1000519144179271 0.009891501492310854 -0.0020579104473075409 0.0011387845472666843 -0.096577146549928106 0.014202172674744105 -0.091452996398547357 0.019551977292535733 -0.10017120904818654 0.092533652400428448 0.098942654325840373 -0.10002902852624661 0.10003068644687324 -0.0063278894430010947 -0.10002122759162753 -0.10004012035923666 0.052008935529620354 -0.0010393815930512047 0.0075402717145166137 -0.059029708193786196 -0.00027515339765374932
leaf_weight=0.0025025612050167956 0.01405805194991927 3.4070840836457137 0.017183194373615152 0.013679544371370866 0.0099941491263528803 0.0026344609149759899 0.016556019775975983 0.0073883531080696221 0.0031769935740157953 0.0031805026560789438 0.60448202317186772 0.53529753597808849 9.0786902496233761 0.027087080572300692 0.019792324742866185 0.0080359685866917552 0.021020752432377776 0.0094294850266578578 0.017445086515181174 0.0045610099355997136 0.0024616093825287066 0.0017958924436243251 0.55118571179957587 0.0013998727194657343 0.0020950293795037895 0.0043962193987231429 0.51850595618247985 0.56580386636778712 0.001714842218845547 29.902107559026447
leaf_count=153 161 102 73 31 11 12 8 37 8 77 65 48 1180 30 29 63 33 29 14 8 71 3 47 48 74 112 24 18 97 1967
internal_value=-1.08776e-06 -0.00103767 -0.0198395 -0.00367977 0.0124907 -0.0427393 0.0656335 0.0335071 0.000687048 -0.0180153 0.000131337 0.00427946 1.04023e-05 -0.014933 -0.0498065 0.00937616 0.0230592 -0.0317954 0.0526507 0.0251558 -0.0246281 0.0185519 -0.000674291 0.00330073 0.016643 -0.0100134 1.95207e-05 0.00343757 0.0208501 5.4155e-05
internal_weight=45.3747 5.14004 0.0974572 0.080274 0.0665945 0.032656 0.0339385 0.0173825 0.0185979 0.0154209 40.2347 1.13978 39.0949 0.114132 0.0468794 0.0672524 0.0592164 0.0207506 0.0384658 0.0113211 0.00676006 0.00429845 5.04258 0.0122404 0.0108406 0.00820609 4.49139 1.08431 0.00611106 38.9808
internal_count=4633 940 749 676 645 589 56 48 428 420 3693 113 3580 433 59 374 311 264 47 235 227 156 191 343 295 283 144 42 209 3147
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=22 12 4 22 23 12 14 8 23 7 16 8 10 16 7 18 17 9 12 13 6 9 6 23 6 6 21 4 16 22
split_gain=0.000660003 0.00736486 0.00484456 0.0165866 0.0101466 0.00303649 0.0462111 0.00605247 0.00525792 0.00178011 0.0186215 0.00449327 0.00899931 0.00325888 0.0018194 0.00187755 0.00175303 0.0101105 0.0198033 0.0182696 0.0194374 0.0109708 0.00697926 0.00486399 0.00739787 0.00266564 0.00258304 0.00200721 0.0067555 0.0338291
threshold=0.0041150000000000015 66.834523482800009 162.32075757215003 0.075080000000000022 0.084365000000000009 209.45123619680001 300.01056687215004 8.543332867800002 0.088350000000000026 23.322419822750003 22.714946882600003 8.3434888241000014 64.108972578700019 22.634947069650003 24.453757170650004 15.398663672050001 205.09306577200002 220.34006501145004 174.98083315150004 117.22752832010001 15.945372561050002 208.34925031750001 11.895277931250002 0.09117500000000002 15.400359826950002 13.575317185100001 11.974103517100001 228.08113677860004 20.629951758200004 -0.087660000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 9 7 8 -7 10 11 12 13 -4 -11 -16 27 18 -18 20 21 22 26 24 25 -23 -20 -3 29 -29
right_child=2 16 5 4 -6 6 -8 -9 -10 14 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.070930292547152371 0.072608024382514569 0.00062569228668263484 -0.10081477912562678 0.021875168267271816 -0.081568467186380444 0.08712168193089953 -0.00048850419726789382 0.098365260107521502 0.016315973433296892 0.0055616739520065678 6.0531745655589269e-05 -0.084848226298031348 0.071698229669636362 0.011146788874124978 -0.002756539966900519 0.00085479412056798656 -0.094090544473855453 0.0010928822360542882 -0.089976599008352573 -0.096495275663499094 0.07242625816226704 -0.033562195535165928 0.06622855049361133 -0.10028456044960964 -0.10025144007712519 0.076285849041374809 0.057962637284976207 0.015688076815189547 -0.00064517711918541667 -0.056771579300352849
leaf_weight=0.014551442269293058 0.038168927723861823 17.571413552816779 0.0099157354330071668 0.023483110730921908 0.015904307027200915 0.018326092833036323 1.0678394539559333 0.047773312701792747 0.024519768871016367 0.60019300666783681 0.55329397582841011 0.032830574615104524 0.0065221380511015772 0.003523568040691317 2.0123916004445723 5.0583487091778832 0.035147488532569521 0.52594127668492785 0.0051421893474667127 0.018997846302227117 0.032918066235652077 0.0035438447530680151 0.015551764359514664 0.016274480496856647 0.0071084912941614667 0.0058653666492318735 0.0015318013684122445 0.14338396549805774 17.330469370881772 0.1170125170187625
leaf_count=23 16 1367 94 22 35 24 298 12 22 72 24 32 69 2 69 189 106 154 125 49 28 31 32 35 9 19 36 909 525 205
internal_value=-1.2779e-06 -0.000197791 0.00073918 0.0256301 -0.0198945 0.000534585 0.00532971 0.0738905 0.0466011 -0.000136545 -0.00535382 -0.0620997 -0.0246851 -0.0714603 0.000275675 -0.000173022 -0.000226678 -0.0053014 -0.028971 -0.00756729 0.0116449 -0.0247216 0.029519 -0.0614845 -0.0232557 0.0349132 -0.0560219 -0.000130267 -0.000885391 -0.0168726
internal_weight=45.3579 35.8449 9.51303 0.0775563 0.0393874 9.43548 1.15846 0.0906192 0.0428459 8.27702 0.606086 0.052792 0.0199614 0.0134393 7.67093 7.07074 35.8303 0.668023 0.142081 0.106934 0.087936 0.0550179 0.0222258 0.0327922 0.0165177 0.00940921 0.00667399 35.1623 17.5909 0.260396
internal_count=4633 3653 980 73 57 907 356 58 46 551 221 197 165 96 330 258 3630 624 470 364 315 287 193 94 59 50 161 3006 1639 1114
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=8 21 21 6 0 22 23 23 20 15 19 8 17 21 8 17 17 9 8 20 15 22 22 6 16 2 23 2 4 15
split_gain=0.000605358 0.00497874 0.0123858 0.00752421 0.00399767 0.000805872 0.00491746 0.0183364 0.0181575 0.00707256 0.00586777 0.00451901 0.00383302 0.0203546 0.012993 0.00479233 0.00345996 0.00332794 0.00299989 0.00291029 0.00288027 0.0023513 0.01344 0.058489 0.017753 0.00632416 0.00893137 0.00250169 0.0100692 0.00794313
threshold=8.8430989333000021 3.8092755532000004 2.5883591406000002 18.195425133200001 85.823648898300021 -0.036264999999999999 -0.093130000000000004 -0.27297999999999994 41.772405911750006 26.912781836550003 13.051052998800001 3.2474657100000006 179.03071761140004 0.15802222800000001 7.943800736700001 177.30738098725001 166.68115439205005 195.13041324455003 6.0452823216500002 45.458122212500008 19.198394745150004 -0.053874999999999999 -0.064729999999999996 14.865347326450001 22.614947116400003 74.766480717350007 0.085345000000000018 121.36426933400001 215.88508760445004 36.080675573650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 12 7 -7 9 10 17 -10 13 18 15 16 -15 -9 -1 -18 -21 22 27 -24 -25 -23 -27 -14 -29 -30
right_child=1 -3 -4 4 -6 6 -8 8 11 -11 -12 -13 21 14 -16 -17 19 -19 -20 20 -22 25 23 24 -26 26 -28 28 29 -31
leaf_value=-0.0092902713884139895 -0.043206095230256619 -0.00013779984961671157 -0.10054741325970096 -0.0014181512227960274 0.084898777729576588 -0.10031398906938623 0.00052267353586896235 0.055313031253356904 0.038005566063907453 0.086964362448030658 0.089081063833007831 -0.10041506917093275 0.00091723080470875243 -0.063442305341942645 -0.090941830125124357 -0.10051599995474261 0.080295762378749441 -0.090910778756235044 0.09524631205861743 -0.10002440663881262 0.030225561160805721 0.00044831357738436654 -0.0032740123891026908 0.087993846428089981 0.025953422983754415 -0.0016073688695110084 -0.016887583580271974 -0.044918665982731934 -0.017564625062167678 -0.00058871133160900871
leaf_weight=0.0034417008248333594 0.021396871063983691 0.55278334498461845 0.017759731726641803 0.011028167084987217 0.010449660258018412 0.01010350824295192 14.195654429059314 0.002138584040795366 0.0031591094865675027 0.04393313488185413 0.0048156595148611822 0.0093068341297373181 11.046227645597609 0.004051134535225486 0.033737860122300845 0.0038439141478008301 0.0087892283851642716 0.0057181329946160986 0.013564300615043212 0.0021905890007758444 0.0075464903438273723 3.0374412797391237 0.53418135945545486 0.10805799864465371 0.080472251851460896 1.0349517611462031 0.60680178384039862 0.052240864060620562 0.28133820667640108 13.583096301869018
leaf_count=224 29 103 27 34 11 88 963 63 40 31 5 64 632 271 32 16 88 16 34 55 59 16 49 35 23 23 43 32 1069 458
internal_value=-1.45404e-06 -0.00312156 -0.0303235 -0.00123503 0.0405778 4.13471e-05 0.000661286 0.0255137 0.0439193 0.0679802 0.002165 -0.0653366 -0.000249354 -0.0225085 -0.0498153 0.00269987 0.0202728 -0.0511089 0.07409 0.0385788 0.000922714 -0.000192788 0.000182798 0.0136265 0.0615125 -0.0022545 -0.00725503 -0.000206417 -0.0010983 -0.000933188
internal_weight=45.3302 0.613418 0.0606344 0.0428747 0.0214778 44.7168 14.2748 0.079175 0.0690715 0.0566055 0.0126724 0.0124659 30.442 0.0771652 0.0601592 0.0264214 0.0225774 0.00785672 0.017006 0.0185263 0.00973708 30.3648 25.6856 0.722712 0.18853 4.67919 1.64175 24.9629 13.9167 13.8644
internal_count=4633 204 101 74 45 4429 1270 307 219 115 84 104 3159 779 521 489 473 79 258 202 114 2380 2298 107 58 82 66 2191 1559 1527
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=21 21 17 9 14 2 0 16 3 21 21 17 18 15 5 3 16 13 15 19 21 9 20 17 5 21 9 20 9 16
split_gain=0.000591364 0.00330026 0.0108765 0.0111868 0.00293646 0.0252325 0.0125293 0.0167495 0.0110746 0.0103268 0.0106905 0.00700105 0.0102176 0.00514048 0.00782213 0.00375497 0.00242866 0.00249085 0.00235669 0.0210301 0.00901886 0.00546968 0.00475371 0.0032737 0.00304505 0.00301178 0.00271945 0.00197708 0.0351478 0.0222115
threshold=4.5589219677500008 5.0192588681500014 191.86029796145002 206.22988073345002 274.77420769625007 201.25557642380002 86.692020874450009 22.654947022900004 82.831394999100013 1.2847270946000002 1.0853204796000002 192.19686994285004 14.741741751300003 35.293770423450006 14.252017113900001 79.086372823400012 18.044957803000003 92.980324441600018 21.881081380950004 12.150980378200002 6.5280300271500007 184.36538191430003 42.498713093000006 200.68261045605001 23.286780469550006 12.156412995750001 53.361180680650008 42.206017975500011 202.49517884540003 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 27 11 9 8 15 10 -7 12 -6 14 -13 16 17 -8 19 20 22 25 -3 26 -24 -21 -22 -1 29 -29
right_child=1 18 -4 -5 5 6 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 21 23 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.0340349270578358e-05 0.020025895356081944 0.092730259654173294 -0.00181208902661513 -1.1978256060272352e-06 0.072622526573717788 -0.068813705608212233 0.032696267129521776 0.083714173243770854 -0.0034397484160808151 -0.090554330728876961 0.1001537556409883 0.070506684234089317 -0.10020001795149006 -0.09947061429388368 -0.083770018659292608 0.087738102972394955 0.10006215058818368 -0.096430648411880759 -1.5246747059827881e-05 -0.10001269439965721 0.014230333197770723 -0.089110704013639561 -0.10006515093857947 0.054768823416552828 0.099763256476564144 0.063949408107519853 -0.058021597129422023 0.063364408957859691 -0.084409839246105192 -0.0046507730062433856
leaf_weight=15.112669776798906 0.62473788106469219 0.018963613794036993 1.554691899779147 0.50386368875384235 0.00797711753094138 0.0077328445183368899 0.0032836692105214782 0.024682683742867084 0.55098395008485568 0.02691541495620875 0.0072599609848111868 0.0050534892544857333 0.0059896182726162381 0.039732780736812856 0.0093986228505258396 0.018392934624898771 0.002045598854238051 0.0027407488156292459 26.043212964729555 0.0015530461679071897 0.008527657376534159 0.031881277149807374 0.0023302149150770104 0.0057675152806972987 0.0011335153990685853 0.0040206105498370448 0.013387302173043292 0.05249835450828344 0.052069534731246758 0.56208294723455765
leaf_count=987 60 49 63 14 15 57 216 35 193 75 2 52 55 21 11 39 11 52 1395 75 203 82 96 130 4 45 174 227 148 47
internal_value=-6.89731e-07 0.000272635 0.00361239 0.0110848 -0.000478245 -0.00675924 -0.000636231 0.00304347 -0.000404758 -0.0535055 0.0130053 -0.0646221 -0.00149222 -0.0808945 -0.0298239 0.0627866 0.00591802 -0.0260487 -7.03139e-05 -0.0164482 0.0259209 -0.0731325 0.0730542 -0.0122648 -0.0346707 0.0182629 -0.0299066 -0.000194756 -0.00552429 0.00115917
internal_weight=45.3056 28.8141 2.68329 1.1286 16.4915 0.712189 0.644038 0.60213 0.577447 0.0419082 0.0149928 0.0681516 0.0139667 0.0541849 0.0144521 0.026463 0.00807002 0.00602442 26.1308 0.0875648 0.0501098 0.0374549 0.0224273 0.0276825 0.00346373 0.00557366 0.021915 15.7793 0.666651 0.614581
internal_count=4633 2390 137 74 2243 834 680 546 511 134 59 154 70 84 63 318 279 268 2253 858 656 202 149 507 100 120 377 1409 422 274
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=6 0 10 16 20 22 21 7 21 16 20 6 7 20 2 17 6 0 22 6 22 0 19 23 17 4 22 15 5 22
split_gain=0.000617999 0.0143965 0.0348596 0.0386176 0.0317671 0.0194319 0.0224536 0.0160544 0.00779975 0.00265925 0.0318789 0.0129844 0.00916537 0.00761099 0.00550143 0.0148966 0.0288548 0.00462439 0.00264244 0.0170422 0.00800112 0.00801459 0.00700528 0.0059419 0.00360322 0.00447872 0.00346452 0.00260683 0.00242582 0.00222561
threshold=14.825346391850003 90.321439350550008 66.859265246100009 19.224955043700003 39.032633164100012 -0.079369999999999996 8.9448347342500032 23.913271136350005 8.449163415300001 21.754949127450004 37.817254840650008 15.785368822600002 20.965117707800005 36.242939472700009 71.708303056200009 188.70679832985002 16.565387047600002 88.350799540950007 -0.14510999999999999 13.825323026450002 -0.58319500000000002 98.230883170350012 11.750948102400001 0.095830000000000012 162.43086425485004 143.58239362595003 -0.60723499999999997 21.406744877250002 20.201591378100002 -0.156745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 9 7 5 -5 6 -4 -3 -7 10 11 13 -12 -2 15 16 -11 28 19 20 21 -1 26 29 -20 -26 -23 -21 -16 -22
right_child=1 2 3 4 -6 8 -8 -9 -10 14 12 -13 -14 -15 17 -17 -18 -19 24 27 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.088627051870969392 -0.009585445800983243 0.029520690529252592 0.042385679017142741 -0.0015110072780001888 -0.10052350971883486 0.029406334896047048 -0.074669118843384938 0.100098394765317 0.089499741015503689 -0.10044897292913668 0.0006569693851205512 0.0052103669651397512 -0.10053016867438361 -0.083313120314351799 0.0064915437961540826 0.080110297183495827 0.056424819437782797 0.0088433433224341228 -0.10008172413158285 -0.013181308898758452 0.0088263882855801265 -0.053586443603017335 -0.10006726477756714 -0.10013306329143597 0.056433580494843316 -0.00038906322235831523 0.089992165733154439 -0.097087493143899167 -0.00026078296199141538 -0.1000134918095287
leaf_weight=0.018603747841780205 0.028843090336052923 0.070634554140268757 0.038854874645039672 0.085333498180261813 0.052241842222429113 0.037188500267802738 0.028339713118612053 0.059277673834003508 0.051522159796149936 0.019982753961815258 0.011293979721282099 0.53525648559797423 0.043160318779129625 0.027211164566324442 0.54372730877367459 0.031336353509686887 0.028373685165433926 0.58955120303289632 0.0036230283968369239 0.0044159361734159566 0.022640597803592025 0.002401419799412525 0.0054551130311835125 0.0078400757040302249 0.013881734586905448 18.113053526071027 0.0055989252552679494 0.022926835197296214 24.773604266133134 0.0020487774013661772
leaf_count=22 34 19 31 37 57 29 22 35 17 10 386 185 51 13 35 13 34 44 158 17 444 47 81 68 7 1557 40 91 861 188
internal_value=-1.05818e-06 0.000302138 0.0185971 -0.000493684 -0.0391093 0.0335818 -0.00698287 0.0617246 0.0643079 1.12894e-05 -0.00632758 0.000414946 -0.0795437 -0.0453761 0.00016881 0.0264026 -0.00840151 8.81117e-05 -0.000451227 -0.0173623 0.0106516 0.0461051 -0.0126865 -0.0242894 -0.000365478 -0.000345548 0.046895 -0.0835364 -0.000115767 -0.000205379
internal_weight=45.2782 27.0557 0.423393 0.293481 0.137575 0.155905 0.0671946 0.129912 0.0887107 26.6323 0.645765 0.591311 0.0544543 0.0560543 25.9866 0.0796928 0.0483564 25.9069 18.2225 0.0919314 0.0645887 0.0320592 0.0134555 0.0325295 18.1306 18.1269 0.00800035 0.0273428 25.3173 0.0246894
internal_count=4633 1913 247 193 94 99 53 54 46 1666 669 232 437 47 997 57 44 940 2720 998 890 190 168 700 1722 1564 87 108 896 632
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=20 23 8 22 23 13 22 18 23 16 22 22 12 0 16 12 20 9 10 20 0 22 16 9 7 20 16 17 9 9
split_gain=0.000554555 0.0209285 0.0137643 0.00781516 0.00781124 0.00768595 0.00603302 0.00350598 0.00307116 0.00260134 0.00228647 0.00220948 0.00148211 0.00127681 0.00172641 0.00132691 0.00125086 0.00121108 0.00110197 0.000801344 0.0292112 0.0226187 0.0153598 0.0106446 0.014097 0.00209499 0.00461638 0.00919566 0.00201472 0.00303244
threshold=43.735142172100005 0.085715000000000027 8.4434108459500017 -0.088880000000000001 0.090465000000000031 116.99094400460001 -0.55200499999999997 14.122113655700002 0.081515000000000018 20.604951816700005 -0.156745 -0.24150999999999997 322.74414298955008 71.249517373150013 11.949972055800002 161.47699165635004 46.645430295100006 34.606214986650009 76.871083323950003 42.206017975500011 86.103248543850015 -0.11534 22.714946882600003 187.55294863440002 22.502236473750006 41.972095654800007 22.594947163200004 203.37411447725003 192.20980299475005 201.65416293750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 4 5 7 8 -6 -3 9 10 11 -2 13 -13 17 -16 -14 -15 -9 25 21 -21 23 24 -23 -1 27 -27 -22 -30
right_child=1 2 -4 -5 6 -7 -8 18 -10 -11 -12 12 16 14 15 -17 -18 -19 -20 20 28 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-2.3999378892588072e-05 -0.10001907756365723 0.082454065468299864 0.089759174877724154 0.00059713037959935105 0.072413808543541541 -0.10024008315985058 -0.085214176407375802 -0.10004197729450942 -0.10005591788476863 0.10002412799075455 -0.10002041113313682 -0.037510072592112059 0.027803763346523021 0.033565165508075069 -0.0012868057440357616 0.082471209600261358 -0.10001928337360891 -0.10002554768983636 0.033998637399920872 0.077868895224901188 -0.005989036180717949 -0.10016490164577255 0.033142946385588214 -0.1003931936019805 0.01683650259345178 0.015655103758612472 -0.0039249836997621509 -0.0026390068492713596 0.0023376674549955428 -0.0014894731705614038
leaf_weight=32.804445735871944 0.0019429705844664592 0.010181485649809363 0.043654896213354277 1.5498577101124773 0.0030917642713177438 0.015033919644679372 0.011311793294278338 0.001579895404063337 0.0034587996296835391 0.0023760256590321651 0.0025069144411419301 0.002639627835549164 0.001266309436687151 0.0014028266176424617 0.0026119201488654653 0.0068566624680670429 0.0019360809305339899 0.0013144803277711503 0.0010025196133671699 0.013005537171190795 0.5661635895219409 0.018578297309972736 0.015155669245586978 0.063289940116902699 0.023104459951525769 0.60369959164608278 0.54320932767222974 0.50427850006848729 3.6611847638004109 4.7647266682329219
leaf_count=2499 71 17 36 210 12 41 65 17 134 5 224 20 7 49 32 42 86 39 81 45 104 81 21 111 18 69 35 23 143 296
internal_value=-1.32255e-06 0.00179034 0.0549815 -0.00057416 -0.000902013 -0.0424537 -0.0513789 0.0560591 -0.0117693 0.000517183 -0.0100012 0.00129873 0.0122183 0.0255443 0.0392028 0.0593665 -0.0494747 -0.0310585 -0.0480061 -6.97326e-05 -0.000902973 -0.0474015 -0.0609637 -0.0745506 -0.0353118 0.000150942 0.00362654 0.00732883 -0.00021453 0.000173477
internal_weight=45.2449 1.66403 0.0708224 1.5932 0.0271675 0.0433465 0.0144036 0.0127639 0.0283126 0.0248538 0.0224778 0.0199709 0.0180279 0.0148255 0.0121859 0.00946858 0.00320239 0.00271731 0.00258242 43.5808 9.12521 0.133134 0.120128 0.104973 0.0416828 34.4556 1.65119 1.10798 8.99208 8.42591
internal_count=4633 1188 228 960 192 750 77 115 709 575 570 346 275 182 162 74 93 88 98 3445 819 276 231 210 99 2626 127 92 543 439
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=9 21 9 16 2 12 2 22 7 10 3 3 2 21 7 7 4 19 22 16 23 10 10 21 20 0 20 16 20 2
split_gain=0.000642831 0.0116174 0.0196541 0.00776152 0.00563945 0.00351347 0.00757097 0.00441333 0.00194041 0.013093 0.00172041 0.0199882 0.00666827 0.00368879 0.00186176 0.0023794 0.00360609 0.00671196 0.00587974 0.00141 0.00173351 0.0010864 0.000958473 0.0126832 0.0130123 0.00991403 0.0364551 0.0227076 0.00669924 0.00514779
threshold=186.70853236170004 15.399605826300002 182.80199813410005 16.984960281800003 56.799426908350007 94.177001085000015 72.043920985000014 -0.088465000000000002 22.398098708400003 62.036171360100006 93.883646373400012 94.227769014100019 69.881082014850008 2.0976681454000006 22.460452099450002 22.929105819350003 203.05109110260003 14.351157895250003 0.0027500000000000003 13.754967834900002 0.075810000000000016 84.92839234085001 66.859265246100009 1.8364927951500001 41.909642283050012 93.72771580185001 37.817254840650008 18.974955628300005 39.955516828000007 185.00267682035005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 19 -1 7 -7 -6 -8 -10 14 12 -12 -14 -2 16 17 -16 -18 20 21 -3 23 24 29 26 -24 -28 -25 -17
right_child=10 2 -4 -5 5 6 8 -9 9 -11 11 -13 13 -15 15 22 18 -19 -20 -21 -22 -23 25 28 -26 -27 27 -29 -30 -31
leaf_value=0.08319767388708911 0.0056315433472510258 -0.02138177144520316 0.090792741003201533 -0.10020936781787806 0.014879734396030657 0.061209714078487076 -0.0021282190214445044 -0.10027280769746952 0.05240409906117191 0.0010665877046852274 0.015038961781591163 -0.00033835941271956538 -0.025871473160984312 -0.10031989037835996 -0.0049971902282040436 0.082195539669822071 -0.013676686907163248 0.0078395977150287916 0.00070623754082997127 0.06954305703189971 -0.10001693579654801 0.0782441889946969 0.025193623880816352 0.010628597501734676 -0.0052327954279724666 -0.00023641651267678713 0.012101459949035812 -0.10032660958571847 3.3757317328257979e-05 0.024083788593171625
leaf_weight=0.0082441436308274829 0.56938384473324433 0.0023187632342430708 0.035707211049839316 0.0092883395033265259 0.0058694761885327296 0.020494501339271554 1.9178809480041739 0.0076873969550969035 0.050647535727108894 2.5965081405815607 0.0081220437714354388 0.61361228993976624 0.0084623315378848929 0.031168570239643145 1.0455991482576785 0.043959309725326245 0.6348169999582749 0.66725474502845816 0.51464884163021907 0.0043212797366720679 0.0014635690729032369 0.0020732599673678465 0.077796378856871296 0.61531344173272629 0.050190680412924848 15.7217540651828 0.025028274103533477 0.063654856658104109 19.847252778925338 0.023336012920481153
leaf_count=22 42 28 17 85 31 24 814 15 26 846 6 161 8 101 25 30 58 56 14 53 42 19 32 63 34 1425 25 65 427 39
internal_value=-1.73761e-06 0.00111028 0.0467254 -0.0341123 0.000564042 0.000415916 0.000566201 -0.0504173 0.000293945 0.00204882 -0.000129563 -0.00518811 -0.0675061 -0.084423 -4.57149e-05 -0.000127904 -0.00290421 3.47428e-06 -0.00723704 0.0262138 -0.00576208 0.0256468 9.00027e-05 0.000540453 0.033303 -0.000493466 -0.0247684 -0.068597 0.000352346 0.0620441
internal_weight=45.2239 4.6625 0.0551724 0.0194652 4.60733 4.59909 4.58553 0.0135569 4.56504 2.64716 40.5614 0.661365 0.0477529 0.0396309 39.9 39.3306 2.86232 1.71285 1.14947 0.0101769 0.00585559 0.00439202 36.4683 20.5801 0.117486 15.8882 0.16648 0.0886831 20.4626 0.0672953
internal_count=4633 2022 244 227 1778 1756 1710 46 1686 872 2611 276 115 109 2335 2293 153 81 72 142 89 47 2140 593 103 1547 122 90 490 69
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=22 4 20 20 12 14 8 14 23 7 13 3 3 8 3 18 7 22 4 16 9 9 6 16 14 7 22 2 10 2
split_gain=0.000607934 0.00367979 0.015699 0.0098964 0.0023769 0.0418633 0.00560673 0.00634238 0.00389414 0.00153494 0.0106887 0.0102493 0.00475053 0.00467315 0.0109549 0.00172738 0.00163192 0.00145154 0.00291102 0.00247019 0.00128301 0.0166056 0.00674636 0.0124906 0.00278581 0.00453706 0.00451951 0.00627023 0.00339214 0.00282876
threshold=0.0041150000000000015 162.32075757215003 42.055256506450007 36.772607578000013 209.45123619680001 300.01056687215004 8.543332867800002 282.15599721145003 0.091510000000000022 23.322419822750003 117.73026999045001 93.469623821300004 93.794927255050013 8.3434888241000014 93.181958801350021 14.508675588850002 25.806080957700004 -0.0057149999999999996 128.88186563570002 22.614947116400003 215.63980588275004 219.19610828025003 14.745344522600002 15.839962959300001 252.50607003280001 23.989000783400005 -0.094409999999999994 185.00267682035005 83.116371560950014 287.56973319225006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 9 6 7 -6 -9 10 11 13 -13 14 -3 -11 -17 18 -1 -19 -20 22 23 -22 -23 -26 28 -28 -27 -29
right_child=1 4 -4 -5 5 -7 -8 8 -10 15 -12 12 -14 -15 -16 16 -18 19 20 -21 21 24 -24 -25 25 26 27 29 -30 -31
leaf_value=0.052718885508806206 0.033273284995620621 0.066958441408596067 0.093956839068375583 -0.056448491587550491 0.098153324817066789 -0.00053066269063496317 0.098066245001100463 0.052587039873275968 -0.02643402057742282 0.005529325037927621 -0.00087460133738608893 0.096641077140882825 -0.06474641642326491 -0.09536897475922522 -0.10081755028379158 -0.0021441862138640829 0.001025918003575027 -0.0086646865920980455 -0.00015388526437930912 -0.00027083033886752232 0.091434274148573969 -0.0024878134202903782 0.088533091123309579 -0.097253160311004574 0.10004533014728952 -0.092062205724239177 -0.052217933141063759 0.075705466226662507 0.05162496471844024 0.014139008803146461
leaf_weight=0.010448902081391931 0.026844455859241445 0.0069905450628796597 0.021841358811769851 0.022680357582700594 0.014717295926515273 1.0651283915330383 0.043313826111443632 0.013262928170004074 0.011771100809596646 0.58940469202934753 0.55135035591479209 0.0062157552820281126 0.0025813606905118469 0.026149982062634081 0.0087795818690210581 2.5247789790962001 4.550907746773043 0.53731673167209137 33.55195595060939 1.0089000406696866 0.0076860210591699341 0.50950017692377969 0.03129650541313822 0.0064545027926214971 0.0064704930555308229 0.0063555282790730416 0.0081671271358665365 0.015803794980573826 0.0022158273062382605 0.014140250735799498
leaf_count=24 24 64 19 30 6 298 12 22 18 42 25 7 101 22 2 142 146 50 3240 15 18 40 26 26 10 45 19 63 42 35
internal_value=-1.84544e-06 0.000709729 0.0233315 -0.00781565 0.000538261 0.00480168 0.0731772 0.0460576 0.015431 -5.38677e-05 -0.00491574 -0.0488472 0.0492847 -0.0694406 -0.0264462 0.000328016 -0.000105253 -0.000190847 -5.52375e-05 -0.00318773 -7.13801e-05 0.00448092 0.0626322 0.00530708 -0.000215085 0.0215702 0.0106931 0.025449 -0.0549169 0.0466324
internal_weight=45.2034 9.48672 0.0713662 0.0495248 9.41535 1.14819 0.0830652 0.0397513 0.025034 8.26716 0.602068 0.0507172 0.00879712 0.0419201 0.0157701 7.66509 7.07569 35.7167 34.1705 1.54622 34.16 0.60809 0.045437 0.0141405 0.562653 0.053153 0.0466825 0.0381112 0.00857136 0.029944
internal_count=4633 980 73 54 907 356 58 46 40 551 221 196 108 88 66 330 288 3653 3588 65 3564 324 70 44 254 214 204 117 87 98
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=8 21 8 10 20 8 19 20 18 3 13 15 21 22 10 18 0 0 22 21 16 15 3 15 5 5 21 14 13 13
split_gain=0.000587855 0.00550627 0.00999758 0.00428823 0.00264088 0.000785858 0.00135291 0.00311672 0.00075729 0.0125275 0.00228579 0.00556059 0.00226382 0.0027161 0.00165199 0.00528393 0.0019808 0.0163683 0.00725924 0.0017945 0.0264667 0.00349535 0.00998316 0.00714383 0.00307782 0.00348297 0.00283947 0.0024259 0.00574199 0.0172642
threshold=8.8430989333000021 3.8092755532000004 9.5425530862500008 63.452988794850008 38.751720283100006 8.7431769115000026 14.151141757350002 42.498713093000006 12.880535946600002 93.82450029455002 117.64961624655002 41.54912092575001 12.717166023350002 -0.117885 61.987779113750001 13.140498728250003 85.823648898300021 85.662341410450011 -0.086800000000000002 14.849677877150002 22.574947209950004 44.024213102900006 93.14163192940002 17.138389019350004 16.316541761950003 16.222050829800004 14.731151610350002 264.19645454725008 104.19926021995002 102.54048155345002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 -7 -8 9 -1 14 12 13 -12 15 -10 17 -16 -19 26 21 22 23 -21 25 -25 27 -18 29 -29
right_child=1 -3 4 -5 -6 6 7 -9 10 -11 11 -13 -14 -15 16 -17 19 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.049803050592807208 -0.10050044266194035 -6.0525371683673728e-05 0.068552382293335254 -0.032067844489145174 -0.0068748888406482524 -0.00020522720452888796 0.0093473440349877007 -0.0013999390465663925 -0.00036390291676249717 -0.00051486989118603203 0.0025983190352087968 0.010926517066767293 0.0052551114814103662 -0.0074337155035078192 -0.00027960303711507876 -0.010795189381563168 0.0003994853149494298 0.0092842850874744198 0.076246044660170362 0.027174230465632977 -0.061573596108313422 0.0058395918432560768 -0.0019447447592814443 -0.06154496073780398 -0.10036563570992543 0.10005780494692791 0.007284484751950206 -0.010794218667084693 -0.0020449081827566824 0.071553262829177788
leaf_weight=0.053466912109943254 0.016844788835839064 0.55044958962523083 0.008268949266494019 0.020063870716441556 0.010582406898947738 1.5126489370722986 0.588546204887052 0.49829375422996236 2.5314834119235026 1.4517777248966819 0.51414814107252471 0.64865769199889189 0.54094448138494033 0.56804788030592535 0.52454756461783958 0.60086348787265809 25.734250231431165 0.025737514528572092 0.043641311458941345 0.0080043619171366043 0.074542135405863408 0.52804859634488821 0.50004524240648607 0.0062247599396769715 0.02039614897876163 0.001697343192063272 0.53627202808770746 0.065339573449786026 6.9651527788731755 0.041712338333127263
leaf_count=36 25 103 18 25 33 16 47 9 64 524 21 74 9 38 116 108 1477 33 19 120 25 4 8 100 53 1 11 992 470 54
internal_value=-7.79152e-07 -0.00309386 -0.0330382 -0.0632999 0.0262105 4.12771e-05 0.00172854 0.00441994 -6.31895e-05 -0.00226561 1.87077e-05 0.00310041 -2.71461e-05 -0.00266753 -0.000164527 -0.00236489 3.19716e-05 0.0057579 0.0514052 -6.6654e-05 -0.00396988 6.41644e-05 -0.00562168 -0.0562413 -0.0798193 -0.0269209 6.66768e-05 -5.13094e-05 -0.00169166 0.0212921
internal_weight=45.1907 0.60621 0.05576 0.0369087 0.0188514 44.5845 2.59949 1.08684 41.985 1.50524 40.4798 2.2718 1.62314 1.0822 38.208 3.13235 35.0756 0.593926 0.0693788 34.4817 1.13896 1.06442 0.536368 0.0363226 0.0283183 0.0079221 33.3427 32.8065 7.0722 0.107052
internal_count=4633 204 101 50 51 4429 72 56 4357 560 3797 142 68 59 3655 172 3483 168 52 3315 311 286 282 274 154 101 3004 2993 1516 1046
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=9 21 9 16 2 12 2 10 22 6 20 13 20 12 7 3 9 4 22 23 19 13 5 2 5 16 23 2 10 16
split_gain=0.000571704 0.0108716 0.0168657 0.00692898 0.00481689 0.0029495 0.00638818 0.00486619 0.00189057 0.015706 0.013709 0.0101266 0.0054529 0.00207888 0.00194575 0.00198229 0.00151402 0.00754134 0.0441449 0.00661467 0.00946451 0.00272002 0.0041677 0.00132965 0.00180902 0.0012809 0.0015352 0.00121323 0.0222048 0.0250858
threshold=186.70853236170004 15.399605826300002 182.80199813410005 16.984960281800003 56.799426908350007 94.177001085000015 72.043920985000014 61.821094709650005 -0.056184999999999992 16.445384243750002 40.250747516500006 104.09978726910002 43.477771593600004 211.51213392550002 22.398098708400003 93.733092718100025 192.20980299475005 228.08113677860004 -0.038374999999999999 0.096915000000000015 14.451165964200003 117.54207792135001 19.688300142250004 60.643165405350004 16.546942136250003 13.754967834900002 0.075810000000000016 82.092636011950006 70.077349628250019 20.394952307700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 25 -1 7 -7 -6 14 11 -11 12 -10 -14 -8 -16 17 21 19 20 -19 22 -2 24 -18 26 -3 28 29 -25
right_child=16 2 -4 -5 5 6 8 -9 9 10 -12 -13 13 -15 15 -17 23 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.079331428841533685 -0.00076606225432571758 0.023700601739965615 0.089289199379674208 -0.10017629142403586 0.025327337682485351 0.057275124506340439 -0.0018961888325839751 -0.1002265826525993 -0.10009872720418185 0.097159479883488997 -0.096350674455073115 0.087624599555842175 -0.10001536774910057 0.055582808029678445 0.00089184761703288255 0.007694205487562002 0.00090078842200158257 -0.082941666846799156 -2.0370789803948225e-05 -0.097197594482346286 -0.00021240403879258164 -0.0060187066528863079 0.0088700065014284003 -0.01303754480241795 -0.0073043525046513806 0.067547427582072592 -0.10001534714920222 1.1847590093743265e-05 2.0842261819599419e-05 0.070087208453872216
leaf_weight=0.0077463469899158302 2.0535588704025334 0.0041545439718223554 0.033029136419145289 0.0080540919367715347 0.0053045495533007303 0.019761966774240025 1.9074961117468197 0.0073840204074380189 0.0060836670050735675 0.0042758250761210084 0.025459946100757858 0.016131598273318559 0.001016565789536461 0.0055278155929858741 2.0537896755703886 0.54131175382299357 0.51451720893808672 0.032047352715018462 0.51841681022463593 0.050034088444206759 0.024325086252929395 0.62098888220498327 0.57438934282981779 0.058030941139129211 0.56242474759801553 0.004138353750903434 0.0013222585332974823 32.778332046800351 2.6361013361483145 0.096972584311515675
leaf_count=22 78 47 17 85 19 24 594 27 203 19 128 35 76 71 541 19 42 35 38 18 29 42 33 31 47 53 42 1974 202 42
internal_value=-7.39164e-07 0.00104921 0.0471035 -0.0317543 0.000541766 0.000408899 0.000542261 -0.0477378 0.000296453 -0.0175656 -0.0685251 0.0351234 -0.0319438 0.0314131 0.000528508 0.00231075 -0.00012128 -0.00200138 -0.0120626 -0.0707327 -0.0472434 -6.64422e-05 0.00134009 7.74583e-05 -0.00338428 0.025559 -0.00616801 0.00018227 0.00218369 0.0389666
internal_weight=45.1721 4.65199 0.0506984 0.0176692 4.60129 4.59354 4.58085 0.0126886 4.56109 0.0584954 0.0297358 0.0287596 0.012628 0.00654438 4.5026 2.5951 40.5201 3.87376 0.624823 0.106407 0.0563724 3.24894 2.62795 36.6464 1.07694 0.00961516 0.0054768 35.5694 2.7911 0.155004
internal_count=4633 2022 244 227 1778 1756 1710 46 1686 532 147 385 350 147 1154 560 2611 273 120 82 64 153 111 2338 89 142 89 2249 275 73
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=8 21 21 9 8 5 10 16 7 21 23 22 20 17 5 7 5 0 21 20 23 2 6 15 10 7 22 17 6 7
split_gain=0.000549399 0.00484886 0.00946217 0.00600014 0.0007344 0.00117491 0.000900399 0.00805072 0.00418217 0.0010634 0.00126464 0.000704518 0.0107843 0.0107139 0.00845151 0.00623304 0.00325774 0.00311712 0.00284545 0.0382494 0.00790334 0.00518252 0.00225951 0.0229951 0.00685744 0.00369129 0.00506498 0.0037983 0.00252532 0.00197522
threshold=8.8430989333000021 3.8092755532000004 2.5883591406000002 215.63980588275004 8.7431769115000026 21.990725385850002 61.546871980350012 22.794946695500006 19.164717746300003 13.367933388000003 -0.25587999999999994 -0.14008999999999996 39.788107623550012 186.18082682465004 21.990725385850002 22.995234593000003 15.188638235750002 98.51854819030001 4.0873253509500005 40.890797847750008 0.085345000000000018 95.315866703450013 16.245379570700006 29.712811603950005 70.182199495350019 25.959674155500004 -0.59496499999999986 176.44238483465003 13.855323727400002 19.773504439000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 7 8 9 10 -1 12 13 14 -8 -15 17 -17 19 -14 21 -21 23 24 28 26 -26 -28 29 -20
right_child=1 -3 -4 -5 5 -7 11 -9 -10 -11 -12 -13 18 15 -16 16 -18 -19 22 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.036956358730022364 -0.041073255409033144 -0.00019870542755408952 -0.10044813860970861 0.03777683726578656 0.0041981342767346153 -0.00011831893448571246 0.068585857976538586 0.093860584933300351 -0.10014746340599637 -0.064116216871396112 0.058323955700639855 -0.00018108368884125808 -0.00046442643268652776 0.053836360096618643 -0.089025109519602935 0.073204103997202535 -0.10021200125296421 -0.081480372849497232 0.10001570447878005 0.10010797028288848 0.095716670217164956 -0.057304603023436755 0.0026056273609246414 -0.095810298710654065 0.037547143873697765 -0.00053588766619587004 0.040700489277081892 -0.096631729597468283 0.094441691116218904 -0.035802309850648105
leaf_weight=0.0019455659339566731 0.021724994483974025 0.55036810180033058 0.014577362918032577 0.017364159341767049 1.077183776384117 1.5210085582286863 0.011889906120351096 0.0088791968883015215 0.0051042663544329523 0.0014093760300468716 0.0049050527561050874 39.151255126115771 0.5208346600784467 0.0034946410775944505 0.0047659561685220444 0.0022905506089045949 0.027929205198518048 0.0030208479387408282 0.0015692822453275976 0.0031671526376157999 0.054984303643660581 0.0061583925957862107 1.5681006146630805 0.026444162813829664 0.0055532294347813141 0.50565132408045987 0.0024028690961088736 0.012442044177211287 0.010205373440346222 0.0033708256165994044
leaf_count=91 36 103 27 38 34 38 93 14 146 42 133 2661 112 12 60 8 60 133 6 1 46 101 31 36 17 232 49 154 67 52
internal_value=-8.59567e-07 -0.00299649 -0.0316887 -0.00604652 3.97606e-05 0.00167124 -6.12911e-05 0.0200528 -0.0289849 0.01499 0.0312645 -7.19626e-05 0.00146798 -0.0430404 0.0234866 -0.0732039 -0.0865599 -0.0147724 0.00234136 0.00851957 0.0812794 -0.00384396 0.000648666 -0.00475743 -0.000308356 -0.00221835 -0.0439251 -0.0744025 0.0660317 0.00734185
internal_weight=45.15 0.604035 0.0536665 0.0390892 44.546 2.59819 41.9478 0.0222435 0.0133643 0.00825999 0.00685062 41.9255 2.77428 0.0533911 0.0166559 0.0367352 0.0332406 0.0053114 2.72088 0.585145 0.0643098 0.00932555 2.13574 0.567639 0.541195 0.526049 0.0203981 0.0148449 0.0151455 0.00494011
internal_count=4633 204 101 74 4429 72 4357 426 412 266 224 3931 1270 366 153 213 201 141 904 260 148 102 644 613 577 452 220 203 125 58
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=21 21 17 15 19 21 2 21 20 17 21 20 7 22 23 14 2 0 16 3 21 21 17 18 15 5 3 5 3 22
split_gain=0.000571928 0.00267972 0.00689823 0.0024365 0.0178561 0.0073423 0.00460636 0.0050589 0.00417895 0.00272125 0.00246023 0.00238697 0.0313402 0.0151514 0.0023214 0.00224237 0.0226618 0.011047 0.0145965 0.00956339 0.00852823 0.00928148 0.0061664 0.00877082 0.00481254 0.00678763 0.00329012 0.00211022 0.00398499 0.00727123
threshold=4.5589219677500008 4.8542393434000006 191.86029796145002 21.881081380950004 12.150980378200002 6.5280300271500007 185.72519583365002 10.899813468900001 42.498713093000006 200.68261045605001 13.917356790500003 39.656620114300004 23.695207782600004 -0.091149999999999995 -0.20885999999999996 274.77420769625007 201.25557642380002 86.692020874450009 22.654947022900004 82.831394999100013 1.2847270946000002 1.0853204796000002 192.19686994285004 14.741741751300003 35.293770423450006 14.252017113900001 79.47351079420001 21.990725385850002 93.733092718100025 -0.10771499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 4 5 8 -6 -8 -3 14 -9 12 13 -5 -7 27 22 20 19 26 21 -18 23 -17 25 -24 -19 -1 29 -29
right_child=1 3 -4 11 6 9 7 10 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00073862552904148783 0.012995847838692363 0.086251722809941408 -0.00064705074406908221 0.00020273505112462176 -0.10030742218275548 0.024696563061109043 -0.10007986863278379 0.091369168716369908 -0.041894047071227979 0.050727064600391593 -0.027913042485090557 -6.8761318544396306e-05 -0.0034222763112978756 0.07949505075000983 -0.051320293098281122 0.069814307571008302 -0.067045206234973648 0.010042004564586687 0.081403815446468325 -0.0029369251064703329 -0.089590735945478644 0.10013746607006964 0.068666889288877306 -0.10018333520101237 -0.09919268211050028 -0.082225715820424414 0.088397931637696728 -0.0018720644711623235 -0.0010388414947424469 0.014332459091236052
leaf_weight=13.15135581034882 0.5766081508890285 0.0175201378082952 1.0374219219480094 0.035228446867677121 0.021674844129785598 0.0055885120131975432 0.0049396075579295484 0.0034985139923264796 0.0029772818625612976 0.0052949215988109524 0.00341887956075837 26.316047619614285 0.58274242518968222 0.07627618421065463 0.014288374373817025 0.0072421417664579879 0.0071693412861221217 0.0081251170121507954 0.022753820107027423 0.55191011504973631 0.023618525832077797 0.0061860163696110249 0.0046516285626614648 0.0052243398651666551 0.035710005095097586 0.0083012569448577267 0.01573972255391709 0.51188693760647652 1.4655222404709656 0.60322677054773632
leaf_count=991 46 59 35 27 100 87 41 22 105 130 41 1234 125 48 290 15 57 283 35 193 75 2 52 55 21 11 35 13 358 47
internal_value=-8.95052e-07 0.00026842 0.00422684 3.25718e-05 -0.0174813 0.0232047 -0.0728942 -0.0227823 0.0676384 -0.0129776 0.0324147 8.39269e-05 0.00587171 0.0544437 -0.0299477 -0.000471433 -0.00602335 -0.000429485 0.00284745 -0.000256988 -0.0534761 0.0103915 -0.0641774 -0.00142676 -0.0802528 -0.0280373 0.0617206 -0.000225587 0.00238894 0.00689386
internal_weight=45.1321 28.7035 1.61403 27.0895 0.0792011 0.0456692 0.0335318 0.011857 0.0204974 0.0251718 0.00691739 27.0103 0.694247 0.111505 0.0198769 16.4286 0.696632 0.635503 0.598529 0.575775 0.0369739 0.0133554 0.0611294 0.0124665 0.0486629 0.0129529 0.0238648 15.732 2.58064 1.11511
internal_count=4633 2390 81 2309 875 671 204 104 164 507 63 1434 200 75 377 2243 834 680 546 511 134 59 154 70 84 63 318 1409 418 60
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=22 23 23 2 17 18 4 22 2 16 22 13 22 22 2 7 17 22 4 6 14 4 23 9 17 21 3 3 22 15
split_gain=0.00053044 0.00888264 0.0096754 0.00678145 0.00733108 0.00562335 0.00555176 0.00211829 0.00543713 0.00741755 0.00259905 0.012205 0.0442666 0.00957575 0.0073012 0.0367198 0.0140441 0.0162193 0.0054806 0.00528357 0.00257118 0.00255647 0.00254879 0.0022357 0.031467 0.0297121 0.0155524 0.0123977 0.00682837 0.00579186
threshold=-0.036264999999999999 -0.27297999999999994 -0.24360999999999999 60.643165405350004 182.75517825115003 14.012834869550002 204.58875460410005 -0.051199999999999996 80.759923107050014 18.194957452300002 -0.064729999999999996 109.40142670235001 -0.053874999999999999 -0.059424999999999999 71.708303056200009 23.322419822750003 188.70679832985002 -0.095854999999999996 157.77812180380002 16.585387514950003 198.10234588415003 147.36370056065002 0.10336500000000003 197.00658341100004 194.19264200700002 15.833449912500003 92.585121096400016 92.238309997550019 -0.07490999999999999 24.673905035600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 5 4 -4 -3 -7 10 -9 -10 14 21 13 -13 15 16 17 19 -16 -1 22 -12 -20 24 -22 26 27 28 29 -26
right_child=1 2 3 -5 -6 6 -8 8 9 -11 11 12 -14 -15 18 -17 -18 -19 20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.088401648400994709 -0.10027157938476726 0.098608801326658085 0.014609510863761506 0.00054992498142722836 -0.09760528212120799 0.084141904789381716 -0.08676018700599486 7.6926885654645421e-05 0.00059819281283103164 -0.015711084413314834 0.0021569323674254623 0.0821540488075998 -0.00088418476175345392 0.035879227511909889 -0.1004336672986853 -0.10056805417403335 0.050618290819257575 -0.10043302701772056 0.0008858463441010103 -0.014748776433202057 -0.0013191704610265923 -0.0076830293159359624 0.0077886834336916375 2.3210249104272545e-05 0.010182561541625057 0.075934614018042371 -0.10125355289930874 0.10017556108686405 0.085308570345255463 -0.10018983466617376
leaf_weight=0.0088072185259875369 0.0087411059077816544 0.015865930178814547 0.009745839290931424 14.197731254448943 0.014460036911259522 0.0036083388840779653 0.0040167247088973568 2.5302678616717453 0.51223967421245553 0.61207824955181422 0.50718455761671 0.081165580938886595 0.51344144367612898 0.099583629590597411 0.0054394327344223772 0.042011235612278597 0.046580018999520689 0.017934583593197995 8.2422192183299927 0.011384851818547759 5.2227776189421293 0.55072823358377176 0.57203081415582424 11.166448641322019 0.0066777859001591602 0.015302691575106664 0.067465154980864028 0.0070266516413539639 0.0033017533462322409 0.01650689825995276
leaf_count=10 88 21 19 1152 23 2 38 16 26 48 2 22 6 48 11 97 24 10 635 35 884 61 40 874 285 56 30 2 6 62
internal_value=-6.86236e-07 0.000503842 0.000565679 0.000459761 -0.052425 0.0646904 -0.00588576 -0.000233737 -0.00249422 -0.00828057 6.99361e-05 0.00379532 0.0140986 0.056659 -0.000186518 -0.0241304 0.0137797 -0.0312266 -6.67121e-05 0.0302426 -4.51503e-05 -0.00296555 0.00133383 -0.000781551 -0.00246468 -0.0539155 -0.0735935 -0.0179112 -0.0492387 -0.0683997
internal_weight=45.1128 14.2542 14.2454 14.2219 0.0242059 0.023491 0.00762506 30.8586 3.65459 1.12432 27.204 1.7521 0.694191 0.180749 25.4519 0.126718 0.0847067 0.0381267 25.3252 0.0201921 25.3198 1.05791 8.81425 16.5055 5.33906 0.116281 0.100978 0.0335131 0.0264864 0.0231847
internal_count=4633 1343 1255 1194 42 61 40 3290 90 74 3200 139 76 70 3061 176 79 55 2885 45 2874 63 675 2199 1325 441 385 355 353 347
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=22 22 6 5 15 8 9 4 6 5 17 16 2 20 15 22 15 15 15 15 18 21 9 22 17 16 16 23 18 18
split_gain=0.000544311 0.00931424 0.0132654 0.0182725 0.0119174 0.00882595 0.0143337 0.00651981 0.00519976 0.0040484 0.00294547 0.00256988 0.00289044 0.00250046 0.00207347 0.0013127 0.00361561 0.00110873 0.00119593 0.00103309 0.00130477 0.00134722 0.00174151 0.00134843 0.000787706 0.000709929 0.00348441 0.0116771 0.00277137 0.0200635
threshold=-0.16164499999999998 -0.27494999999999997 15.975373262050001 23.435546682850003 28.983869461100003 8.3434888241000014 214.52351813370004 222.34787280370003 13.665319288000001 24.650863849000004 188.51582982015003 18.474956797500003 127.74713841330002 39.852039223600009 30.632308446700005 -0.58319500000000002 33.423812040500003 25.186533201700005 23.672254530550003 12.812600032200001 14.741741751300003 14.028898926300002 66.544071737050004 -0.23557500000000001 190.78889055330004 22.624947093000003 22.614947116400003 0.12672500000000003 13.304953393500002 13.193283301750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 11 7 24 8 10 -5 -1 12 -3 -8 17 -10 -17 18 -11 -14 21 22 23 -21 -7 26 28 -28 29 -2
right_child=25 2 3 9 -6 6 13 -9 15 14 -12 -13 19 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.051580525072061449 0.0011258045613930015 -0.10004038513335389 0.085680415067478047 -0.10019486169520112 -0.10022826110657684 -0.065488695450363885 -0.015934501886056329 -0.00054959660221238669 0.098899520183478737 -0.064502209740738434 -0.1001121283753571 0.099527835071380133 -0.043751752674977433 0.058973368193073909 0.081249311980538905 -0.10008655211667693 0.10002696356933627 -0.08503582192149807 0.068407889247745338 -0.035521545041907986 0.082032860297811191 0.063638239916836647 -0.10005102422290552 0.082542160134517498 -0.10031402615074536 0.0005903660345581551 -0.016051213450292905 0.00042323265058047643 -0.00029629008325831587 0.043125560573187866
leaf_weight=0.0023207104210386511 2.1772054769616953 0.0021406063331069749 0.050644144634134136 0.0066155850754512358 0.01190349586585171 0.010046353663256014 0.0079783866348748234 0.53568665057149634 0.012447733442968454 0.0011888438143170532 0.0028545431359532358 0.003803678216172556 0.0019425331410589672 0.010094098028730514 0.0025147762290771425 0.0013529044473417082 0.0027143069019075483 0.0021145572960676873 0.0015724684268860756 0.0020364490641711086 0.003987321608862505 0.0033294103909611295 0.0017314341687253432 0.0018427299007726106 0.018372903443946598 12.594305512493092 0.59824520177198715 1.5320658922137227 27.35841847466174 0.12000939903975893
leaf_count=26 334 55 32 50 37 28 19 260 16 57 20 6 77 27 26 70 4 104 79 41 41 23 35 13 24 469 66 10 2523 61
internal_value=-1.34976e-06 0.00276296 0.0314645 0.0577222 -0.020421 -0.00186488 -0.0437246 0.00162671 0.0553753 -0.04337 -0.0320894 0.0252202 0.00860447 0.0259041 0.00749554 0.0827839 0.0334618 -0.0305437 0.0111853 0.0242445 0.034462 0.0132451 -0.0166589 0.0205624 -0.0880031 -4.50277e-05 -0.000296785 -0.00420321 -1.61672e-05 0.00331992
internal_weight=45.0815 0.701237 0.097368 0.0646504 0.0327177 0.603869 0.0464917 0.557377 0.0216902 0.0140062 0.00517525 0.0208142 0.0170105 0.0180725 0.00739065 0.0165149 0.00406721 0.00487587 0.00276131 0.0148699 0.0129273 0.00894002 0.00561061 0.00387918 0.0284193 44.3802 31.7859 2.13031 29.6556 2.29721
internal_count=4633 1170 676 348 328 494 98 396 136 316 46 291 285 46 266 90 74 240 136 230 153 112 89 54 52 3463 2994 76 2918 395
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=8 17 10 15 14 8 5 22 21 16 16 22 15 0 17 22 16 20 17 17 23 8 22 23 15 5 13 19 23 4
split_gain=0.000551201 0.00473842 0.0119649 0.00735415 0.00140861 0.000724936 0.00123602 0.000667794 0.0120076 0.00880437 0.00668436 0.0185478 0.00703484 0.00575451 0.00559245 0.005164 0.0043583 0.00404366 0.0302451 0.0155373 0.00560709 0.00417624 0.00310438 0.00226469 0.00225314 0.0066868 0.0215889 0.0865087 0.0352943 0.00667037
threshold=8.8430989333000021 189.31980273685002 62.425997789000007 32.145494189350011 144.12207640715005 8.7431769115000026 21.990725385850002 -0.095854999999999996 0.15802222800000001 19.134955254150004 15.124964631250002 -0.14510999999999999 19.736263398050003 98.031937268650012 193.44542285585001 -0.13509999999999997 22.614947116400003 42.759119507950011 192.64609805285002 187.63270803470002 0.096480000000000024 7.943800736700001 -0.093604999999999994 0.084995000000000029 37.882159664350006 20.769304081650002 117.59584708395001 14.451165964200003 0.079470000000000027 143.58239362595003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 7 -7 8 9 14 11 12 -10 -13 -6 -15 17 -12 19 20 21 23 -9 -19 25 29 27 28 -27 -24
right_child=1 2 3 -5 5 6 -8 22 10 -11 16 13 -14 15 -16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.024032106681721292 4.5052200710518885e-05 -0.10035188066220901 -0.044459558250287239 0.035251996696915464 0.036567516188307767 0.0042812626650159859 -0.00015601228898313836 -0.0077977767604124259 0.012605610471441226 0.085417760201078274 0.00020040432269789849 0.10061700413554937 -0.086875943294864963 0.072921105939046521 -0.082888537907428728 -0.10006065968247231 -0.0080097974446578703 -0.029784387031715771 0.00013364442538067129 0.094865516071885855 0.082617510666715466 -0.10014229942326909 0.10022695216201488 0.073002352693844433 0.0011286506390470693 0.075301425149760431 -0.00065727952641980074 -0.0014056148618159074 -0.1000284926825666 -8.0806629426857554e-06
leaf_weight=0.024296031049948819 0.53692313646317202 0.017097853871860025 0.021987479279161448 0.0244386240701715 0.011317597662438408 1.0694348845081543 1.5199941954433596 0.53802818003014152 0.018388644714876223 0.028834533193617062 8.2730757872308303 0.028766202739175628 0.011587723679909345 0.004091375386970241 0.0059951019435697103 0.0029847926213475429 0.60279311570457217 0.006251088608597466 0.52739389087576427 0.055839243947572115 0.0053290716568881171 0.006175710082970908 0.0066414834000586556 0.0032621810619275493 9.7383071013521327 0.012477745482616043 2.558580586340554 0.53253247201791964 0.14377704004650127 18.734144428834501
leaf_count=36 111 37 32 24 244 32 37 49 506 77 333 4 65 83 93 43 96 219 111 107 9 29 1 15 481 193 44 14 105 1403
internal_value=-9.39107e-07 -0.00301052 -0.0288371 -0.00249953 3.96968e-05 5.28555e-05 0.00167658 -4.75954e-05 0.000684968 0.0515722 0.000438968 0.0321969 -0.0258502 0.080744 -0.00479814 -4.41907e-05 0.000218478 0.000777199 0.00867435 0.0672806 -0.00600499 -0.0361074 -0.000265383 0.00546206 -0.000137646 -0.000698475 -0.00488779 -0.0206025 -0.0860275 2.74413e-05
internal_weight=45.0707 0.600447 0.063524 0.0464261 44.4703 44.446 2.58943 41.8566 9.59209 0.0461472 9.54594 0.0658187 0.0299764 0.0358424 0.0173127 0.00707617 9.48012 8.87733 0.604251 0.0768573 0.0210181 0.015689 32.2645 0.00951327 31.7265 21.9882 3.24737 0.688787 0.156255 18.7408
internal_count=4633 204 93 56 4429 4393 69 4324 2034 414 1620 701 571 130 337 126 919 823 490 379 272 263 2290 234 2241 1760 356 312 298 1404
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=6 16 20 5 22 16 22 4 10 2 16 0 18 0 7 23 17 0 5 23 17 2 6 0 0 23 20 20 20 18
split_gain=0.000579149 0.0174742 0.0362818 0.0156122 0.0145573 0.0126004 0.0101758 0.00595993 0.0048566 0.0142936 0.0211059 0.0506041 0.0155822 0.00442161 0.0396085 0.0254234 0.00713072 0.0180093 0.00444889 0.00357771 0.00272407 0.00259627 0.00236833 0.0116726 0.0140419 0.00399327 0.0027104 0.00442878 0.00336752 0.00215465
threshold=14.745344522600002 19.224955043700003 41.404176814550006 20.315138807500002 -0.14314999999999997 18.714956236300004 -0.079369999999999996 143.58239362595003 66.859265246100009 63.548891378550003 19.559954260300003 93.501885318850015 14.380989918050002 89.057864029250013 23.209106085000005 0.097645000000000023 203.37411447725003 89.980005167950011 20.201591378100002 -0.25587999999999994 162.04221493815001 298.00670864630007 14.515339148550002 88.350799540950007 93.972365491700018 -0.25420999999999999 33.036871954450007 33.361153777850006 34.214889417600013 13.988302431200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 -4 -5 -2 -1 13 -10 -11 12 -12 18 -15 16 -16 -18 -3 21 -21 -9 25 -24 -25 -22 -27 -28 -29 -20
right_child=1 8 4 5 -6 -7 -8 19 9 10 11 -13 -14 14 15 -17 17 -19 29 20 22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.07255687722331039 0.028096745208504512 0.0088338402127519818 0.061936214219947786 -0.093576812813494406 -0.10039927799054085 0.07832472892147696 0.08464467538382775 -0.1000514570680246 -0.00044967442227354833 -0.10053729064226279 -0.090333145785846503 0.090469177388934757 0.001957875124078134 -0.0043729964181366396 0.088904442584852778 -0.015591002018534581 -0.038911351325622623 0.10007306099678069 1.1203372822683891e-05 -0.089847739172049246 0.092799749300549697 0.034894451905211406 -0.0019862882907344111 0.030039127100658026 -0.081177302391393202 -0.10024498452589002 0.095403684425116542 -0.10009808380114399 -0.00025620609387946543 -0.006175077294052418
leaf_weight=0.011174960076458684 0.051490710711505017 0.56610831031867448 0.0070554019675919113 0.012328930054953169 0.025449808775014571 0.0065186156316485713 0.083310446832915885 0.0059911648861604716 0.51368454092880611 0.037479345029169053 0.050770879895026155 0.032871487434022129 0.028599045625014696 0.59261776560015178 0.087926322783459909 0.043240391969447955 0.017098536853154656 0.020502384897554293 24.689328227968524 0.0034090403673258099 0.004611879301399279 0.0018709262010219163 0.49363742346668171 0.015766556072094318 0.040548990166652921 0.0027110376292921448 0.0048391315848367302 0.0033788653372778246 17.006639551921051 0.57615151885954574
leaf_count=8 35 54 80 262 165 19 37 131 11 28 38 8 30 55 31 15 24 20 984 242 9 15 5 11 174 136 7 34 1878 87
internal_value=-1.47623e-06 0.000285659 0.0308197 0.0511255 -0.0651636 -0.0341229 0.0630448 -0.000449326 7.71196e-05 -0.00837423 -0.035563 -0.0138669 -0.0570783 0.000287952 0.00779864 0.0505387 0.0733183 0.0368717 6.65748e-05 -0.000495724 -0.000465555 -0.0679386 -0.000448215 -0.00690705 -0.0500403 -0.000239543 -0.000264757 -0.000248827 -0.000276039 -0.000129868
internal_weight=45.0371 27.4425 0.186154 0.153649 0.0325052 0.0188475 0.134801 17.5946 27.2564 0.663405 0.149721 0.112241 0.0793699 26.593 0.761385 0.168768 0.125527 0.0376009 25.8316 17.5834 17.5755 0.00786209 17.5721 0.549953 0.0563155 17.0222 17.0176 17.0149 17.01 25.2655
internal_count=4633 1983 598 353 245 281 72 2650 1385 115 104 76 68 1270 145 90 75 44 1125 2642 2496 146 2254 190 185 2064 2055 1919 1912 1071
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=14 4 9 8 13 13 13 13 22 23 23 20 10 17 8 17 0 6 6 10 22 19 22 13 4 4 9 16 19 19
split_gain=0.000572929 0.00408022 0.00417329 0.000573551 0.00476612 0.00890702 0.00195444 0.00134889 0.000664532 0.00459461 0.013539 0.0148861 0.00589588 0.00875161 0.003414 0.00168987 0.0125706 0.0138414 0.0235904 0.00513836 0.00164817 0.00205681 0.00167945 0.00902458 0.00201114 0.00174467 0.00251617 0.00410746 0.0412573 0.00945646
threshold=144.12207640715005 141.79569928155004 194.57718764590001 8.8430989333000021 117.67650082785001 117.28936285705002 113.62230596715001 115.13321943645001 -0.036264999999999999 -0.093130000000000004 -0.27297999999999994 41.772405911750006 70.077349628250019 205.45998821870003 3.2474657100000006 205.09306577200002 87.525442894850016 15.975373262050001 13.990326881750002 66.439865777750015 -0.051199999999999996 12.651020723000002 -0.064729999999999996 109.40142670235001 147.36370056065002 199.85350004790004 201.65416293750005 22.564947233300003 13.951125619400001 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -5 -8 15 10 -10 12 -12 -14 -13 20 -17 18 -18 -20 22 -22 25 24 -24 26 27 28 -2 -30
right_child=3 -3 -4 4 -6 -7 7 -9 9 -11 11 14 13 -15 -16 16 17 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.050945677420809181 0.001490353837878733 -0.063611559905285428 -0.027257622363400669 0.021764453131755929 -7.2321761938729965e-05 -0.10039976963982269 -0.047253441026039705 -0.0048695939676223158 -0.10022291700707674 0.00049815395667818045 0.096476826191709775 0.031402765768809335 -0.067255603088295479 0.099907254340227791 -0.100288420790497 -0.10031918751473766 -0.00093327587727558997 0.067409552840414874 -0.014668901877135657 -0.10017322260670009 4.0633862770618595e-05 -0.0047403821114965442 0.0019994723695460105 0.012302317832102852 -0.0067238552425202122 -0.00063192819905912999 -0.0033077391486757216 0.00075410473290083628 0.086934785596530825 0.020749218948473404
leaf_weight=0.012544588156287229 1.094743018305645 0.011018079311952533 0.014963445009925636 0.014436697317477321 0.52362347832809064 0.013791847095177445 0.013035563537428629 0.017711066440824652 0.0071882075689827509 14.140295708874392 0.029583672996737448 0.002711992526606366 0.0063927847915245251 0.0061399369040060492 0.0071812853063626392 0.013651023676748641 0.52492750651490383 0.026476500141143333 0.0091046698798891157 0.03081777733416402 2.0086724846177471 1.6299950757311306 0.5066554248332984 0.66645982941554383 0.5524781293963823 16.350740092771311 1.0778626162860687 5.5889080466804444 0.073271100006820578 0.030604254687204957
leaf_count=27 345 18 27 32 56 23 35 22 88 957 45 40 58 10 64 37 396 26 12 71 27 35 2 63 54 1625 181 132 113 12
internal_value=-9.7771e-07 -0.0121905 0.00840571 9.46573e-06 -0.00310777 -0.0300586 -0.00858755 -0.022839 5.03828e-05 0.000614543 0.0284158 0.0461948 0.0721242 0.0146396 -0.0641886 -0.000215004 -0.00544692 -0.00325675 -0.00656913 -0.0806732 -0.000108001 -0.00210109 0.000171557 0.00318572 -0.0025509 -4.32267e-05 0.00118058 0.00189333 0.00720528 0.0674349
internal_weight=45.006 0.0385261 0.027508 44.9675 0.582599 0.0589752 0.0451833 0.0307466 44.3849 14.1995 0.0591979 0.0520097 0.0421164 0.0125327 0.00989328 30.1854 0.604977 0.591326 0.56485 0.0399224 29.5804 3.63867 25.9417 1.72559 1.05913 24.2161 7.86539 6.78753 1.19862 0.103875
internal_count=4633 72 54 4561 168 112 89 57 4393 1262 305 217 113 68 104 3131 542 505 479 83 2589 62 2527 119 56 2408 783 602 470 125
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=9 21 2 17 23 9 6 2 7 21 17 2 23 17 23 22 7 16 5 2 4 4 23 21 6 2 21 21 9 5
split_gain=0.000542406 0.00155002 0.00224934 0.0122041 0.00380893 0.00201052 0.00352169 0.0271009 0.00320826 0.0268896 0.0315508 0.016967 0.00859592 0.0049468 0.00340361 0.00324722 0.0270719 0.0148512 0.0242337 0.00293237 0.00292932 0.018382 0.00267746 0.00235952 0.0268483 0.0178281 0.00743482 0.00681063 0.00252551 0.00248374
threshold=194.03220695150003 15.109659503850002 59.078594408600004 196.58703564235003 0.084805000000000019 195.34352961910002 16.485385178400005 166.17270395525003 23.109894804950002 11.007427546000001 185.06340398685003 82.092636011950006 -0.53179999999999994 177.73379099395004 -0.27118499999999995 0.12419000000000002 25.070284486400002 22.564947233300003 19.973460566700002 143.79541367925003 190.32489633170002 197.71977442185002 0.10131500000000003 2.3083050893000006 14.815346158200002 200.24623605120004 1.5118825371500002 0.54612131245000006 199.39609444495002 16.043149448600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 19 9 10 13 -12 -10 22 -14 23 17 18 -17 20 -4 -22 -7 24 28 27 -27 -26 -16 -30
right_child=1 -3 5 -5 -6 8 -8 -9 12 -11 11 -13 14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00057250173730804611 0.0553019472706772 0.0051959117197268442 0.062722051618825075 -0.10058041383144332 -0.019161678925991379 -0.055099808145651463 0.00059199264856246974 0.00072251876786125636 0.098117778622613672 0.00029727901672321993 0.0027462370361616825 -0.089273559999949986 -0.10011155523149058 0.097665222816994829 0.0054035827317936869 0.076645912792301499 -0.0020215482837792828 0.10000742198634359 -0.046546757879294548 0.091863534285543544 0.099988035466786876 -0.10035702356889314 0.057970577307289342 -0.00027504046853190684 0.037247649075362023 0.016066650610521451 -0.083218741633029669 0.087557441095685973 0.0020006161249539007 -0.0075874282932228941
leaf_weight=12.117943150246402 0.012682570059033504 0.6119558464523881 0.049233034122156183 0.013649365566379856 0.014986656888140715 0.0042512676594722576 1.5896079466673425 0.51674479208270441 0.0089516762790243787 1.0360647009877508 0.025951325766072841 0.0879281797749627 0.003388189940809804 0.014062838348763762 0.54684405514198164 0.036948152247988086 0.53370072307492045 0.041420060393647873 0.028121256054873811 0.022034327819710597 0.010969910843641628 0.0078618367865601613 0.0041275004161889228 26.4263521598278 0.049116517990114406 0.021248753015242983 0.011692451194903697 0.059510189963475568 0.52484924045154346 0.55679860850881369
leaf_count=2475 14 78 30 30 26 36 21 21 3 24 19 66 21 15 22 34 102 11 19 6 59 9 13 1079 34 41 35 19 146 125
internal_value=-6.26288e-07 0.000210196 0.000115617 -0.0232016 0.0149697 0.000145521 0.00306604 0.00954673 -6.81534e-05 -0.00519617 -0.0469473 -0.0683037 0.000140243 0.0614252 0.000109832 0.000121607 0.00716409 0.0532004 0.0234053 0.0601562 0.0498917 0.0163484 0.000600273 -3.82902e-05 0.00349631 0.0452673 -0.0191746 0.0648094 -0.000134929 -0.00293501
internal_weight=44.989 32.8711 32.2591 0.0413186 0.0276692 32.2178 2.19645 0.606844 30.0213 1.17239 0.136321 0.11388 28.8489 0.0224416 28.84 28.8366 0.64019 0.106489 0.0650694 0.0900991 0.0680648 0.0188317 0.00837877 28.1964 1.77006 0.141568 0.0329412 0.108627 1.62849 1.08165
internal_count=4633 2158 2080 70 40 2010 146 125 1864 173 149 85 1691 64 1688 1667 166 64 53 104 98 68 49 1501 422 129 76 53 293 271
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=18 20 21 18 17 7 13 15 5 10 21 16 9 22 6 22 6 10 6 15 13 16 13 23 18 14 7 22 13 13
split_gain=0.000474792 0.0109504 0.016119 0.0126047 0.00255 0.0029649 0.00102191 0.00287299 0.00784041 0.00156456 0.004764 0.00161024 0.00348351 0.00344343 0.0168897 0.0117649 0.00731928 0.00963169 0.00874804 0.00836989 0.00472082 0.00428597 0.00252354 0.00260915 0.0017345 0.00166435 0.0155155 0.021409 0.0102568 0.0263797
threshold=12.880535946600002 40.806664626150003 13.061380410800002 12.560600218600001 177.73379099395004 19.052023743050004 117.64961624655002 41.54912092575001 24.367802910700004 61.987779113750001 6.5280300271500007 22.654947022900004 193.70978346765003 -0.16262999999999997 16.245379570700006 -0.25105499999999997 13.775321858200002 70.128430332750014 13.665319288000001 28.826925781250004 101.31185618785001 18.924955745200005 95.937628385050019 -0.17949499999999999 14.693728290050002 263.89828420755003 22.958251375150002 -0.0098449999999999979 104.19926021995002 102.83621194775002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 9 -8 -9 10 -2 13 -13 14 16 -16 18 19 20 -18 22 -22 23 24 -11 -15 27 -27 29 -28
right_child=6 2 -4 -5 -6 -7 7 8 -10 11 -12 12 -14 25 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-7.1484497513588414e-05 -0.010673903005740365 0.035732354092836822 0.074952563808543718 -0.099350143701417537 0.084737845231458303 -0.083557426247510364 -0.00019049859056118729 0.013461121506622443 -0.0031067438663492791 -0.075359002017866092 -0.00043086664388988522 0.00049562567297431806 0.0091349411240039657 0.00018730051187255698 0.013281605263587069 0.099301304121989148 0.079744289633202417 -0.089388457839152224 0.10007917621859547 -0.042564657036309017 -0.096506136064617443 0.035484436184552735 0.043699842788625952 -0.10002915298349686 0.070187980761197366 -0.08724254251060222 -0.019267378139210034 0.07154214902829438 -0.0016476199653652755 0.082856661594022163
leaf_weight=1.4772930911348177 0.5510632315535412 0.0051284183292737984 0.0093844903151598658 0.034926013546609624 0.0038942032560527204 0.0035092728613150825 2.6285742018936271 0.61801144035416633 0.53108796060405439 0.0011903784606772652 2.5794968573503354 2.0408609934718238 0.60510330557826808 27.16628912120294 0.033451808841959974 0.0303028536269494 0.0088556573304803266 0.021726398714937645 0.0096678734989836812 0.015195852714555258 0.0084942161179242248 0.0034631941198313152 0.014553585562733673 0.0029893231386174113 0.0026228856120687205 0.042418219533372437 0.05197518737934359 0.010616691683667301 6.4050567895102972 0.049272057345660869
leaf_count=214 120 185 54 124 10 63 95 42 54 25 59 32 84 1421 32 29 33 44 5 24 77 12 124 225 54 78 803 49 420 42
internal_value=2.19646e-07 -0.00172873 -0.0447993 -0.0684795 0.0175561 -0.012732 6.12903e-05 0.00163287 0.00580383 -8.84247e-05 -0.00223392 9.54702e-05 0.00247134 -9.00912e-05 0.014902 0.0541671 -0.0133017 -0.041127 0.016334 0.00246894 -0.00796958 -0.058278 0.0201983 -0.0300812 0.0247529 -0.000157888 -0.00158753 -0.0554565 -0.00114843 0.0304314
internal_weight=44.9665 1.53414 0.0568424 0.0474579 0.0125319 0.00863769 43.4323 3.77767 1.1491 39.6547 3.13056 36.5241 2.64596 33.8781 0.152514 0.0637547 0.0887594 0.0457779 0.0429815 0.0240515 0.0333136 0.0119574 0.0213562 0.00680259 0.00381326 33.7256 6.55934 0.0530349 6.5063 0.101247
internal_count=4633 650 436 382 258 248 3983 191 96 3792 179 3613 116 3497 684 61 623 101 522 57 517 89 428 304 79 2813 1392 127 1265 845
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=18 7 23 20 8 5 15 18 17 9 3 20 2 2 18 22 8 16 23 16 23 23 17 21 3 4 5 15 0 21
split_gain=0.000463904 0.00656072 0.0269576 0.0102434 0.0152692 0.0038475 0.00376937 0.00292194 0.00288034 0.00760775 0.0586573 0.00489063 0.0018103 0.00316893 0.00159944 0.00323376 0.0015852 0.00144918 0.0182785 0.00543275 0.00680459 0.00133698 0.00276409 0.00137704 0.00525196 0.0404087 0.0222375 0.00402354 0.00206526 0.0019807
threshold=13.328768336950002 23.156313609200001 0.10087500000000002 41.257948413050009 8.2435668022500028 21.482549112100006 37.491361913600009 14.349689277800001 188.13858192940003 192.57902085675002 93.571785230250015 41.835830569250014 190.3068252971 154.46567853970001 13.063922652800002 0.0027500000000000003 2.5480115570500002 22.604947139800004 0.091705000000000023 22.574947209950004 0.10876000000000002 0.43380000000000013 162.43086425485004 12.944362924650003 93.017962855400015 267.06082587310004 16.222050829800004 17.661843862450002 87.842680954300008 11.007427546000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -4 7 16 14 10 11 -10 13 -11 17 -16 -5 18 -1 20 -20 22 -3 29 25 -25 27 -27 -28 -24
right_child=1 21 5 4 -6 -7 -8 -9 9 12 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=0.00087756752664631661 0.0001636413199859855 -0.10006476937719473 -0.045206401368210899 0.0035080757502054557 -0.083760900268412056 -0.099355642943409053 0.099390188705402061 0.052347596665599974 0.10034147827089973 0.0018276609907134764 0.00036066272525475961 0.055116180767853754 0.0043223151546816427 -0.0048699096987128527 -0.0096385796575092289 -0.0001448412088061637 -0.083850218626676687 -0.00057954632650743828 0.086911995429748395 0.099948098704778346 -0.046186141726412173 -0.0050158430715718204 6.0215992961891088e-05 -0.00088680542894278402 -0.00022411868921494305 0.0082012774831045684 0.10026259274215787 -0.10012467733033155 0.069997386861970268 -0.0042201501962717486
leaf_weight=1.05889905172903 0.54468532000162628 0.0027554874926484221 0.022024998790637795 0.0042933098832405037 0.035839272877410622 0.032461208767699645 0.0051607115987053467 0.0061037192262389803 0.06143739091930811 2.1242523236096535 0.61440078074348037 0.039147126595821646 1.0899225479199683 1.0584432249420386 0.55483476359785289 1.0153792049968613 0.0040241679629851035 6.0887475991613655 0.0081097819217744727 0.024021752640692284 0.00729752933045802 0.52246876859756142 26.211772946294126 0.53789426810993224 2.0401021707161817 0.0062867916993820661 0.045612836955115199 0.0075424501010417089 0.044586657149238818 1.1275821535639838
leaf_count=566 101 161 18 81 29 27 5 73 38 49 98 26 28 35 127 13 85 194 28 8 16 44 2242 68 29 117 8 99 39 181
internal_value=2.98435e-07 -0.000212934 -0.0101187 -0.00400383 -0.0449622 -0.0774669 0.0260482 -0.0001977 0.00048434 0.00240252 0.0119498 0.08274 0.000804865 -0.000399696 -0.000608136 -0.00349945 -0.0387577 2.35513e-05 0.00336691 0.0702203 0.0238713 -6.61093e-07 8.66112e-05 9.58035e-05 0.00225813 0.010147 0.0671986 -0.0508796 0.0853022 -0.000116323
internal_weight=44.9461 31.2012 0.654593 0.600107 0.0554212 0.0544862 0.0195819 0.0144212 13.7449 4.9876 0.714985 0.100585 4.27262 3.1827 8.75729 1.57021 0.00831748 7.18708 1.09833 0.0394291 0.0154073 30.5466 30.0241 30.0214 2.68203 0.641923 0.104029 0.0138292 0.0901995 27.3394
internal_count=4633 3407 419 374 273 45 244 239 1226 274 162 64 112 84 952 140 166 812 618 52 44 2988 2944 2783 360 331 263 216 47 2423
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=22 2 17 2 20 13 22 4 23 23 0 0 17 22 23 19 22 13 2 7 17 22 20 14 5 18 22 13 12 15
split_gain=0.000537918 0.00619475 0.00535087 0.0022439 0.00180665 0.00832307 0.0069322 0.029864 0.0209581 0.0307158 0.00179154 0.00405409 0.00175398 0.00138363 0.00488925 0.00543838 0.00156266 0.00747817 0.0051936 0.0324157 0.0112234 0.0142511 0.00422034 0.00180423 0.00550762 0.0129325 0.0081885 0.00534396 0.00398193 0.00385336
threshold=-0.036264999999999999 60.643165405350004 182.75517825115003 67.992056490600007 41.489621506400006 117.46680109370001 1.0000000180025095e-35 222.34787280370003 0.089965000000000031 0.084805000000000019 86.474255765850003 85.882794977150013 204.45912381470004 -0.051199999999999996 0.086255000000000026 12.451004585100002 -0.064729999999999996 109.40142670235001 71.708303056200009 23.322419822750003 188.70679832985002 -0.095854999999999996 38.238138001450004 198.10234588415003 15.023351587500002 17.327266398450003 -0.15734499999999998 95.811270852950017 245.75615448465001 28.579157549250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -3 6 -6 7 -5 9 -9 11 -8 -12 16 -15 -16 18 -18 19 20 21 22 -1 -20 25 26 -25 -27 -28 -26
right_child=1 3 -4 4 5 -7 10 8 -10 -11 12 -13 -14 14 15 -17 17 -19 23 -21 -22 -23 -24 24 29 27 28 -29 -30 -31
leaf_value=0.080451167427652778 0.0038223716825989788 0.021642169904264361 -0.097396717908876579 0.0020887059027276185 0.00044076396825216876 -0.012084804325964241 -7.0298771233282841e-05 0.093424674203112915 0.095779289874555085 -0.08559315017531878 -0.00068620235619612155 0.010423593476611724 0.0052638340575871505 0.00030845849059637083 -6.9612891432234043e-05 -0.014308048955225281 -0.0023117968057241498 0.011170049013132162 0.0010670492383853135 -0.10046728716920335 0.048100460412416918 -0.10034501938296764 -0.014837795698661338 0.012244267721623431 0.0070006205993872299 -0.052146978105179903 -0.10032339862141795 0.068827399218949259 0.0098526313241872384 -0.00090587533582746891
leaf_weight=0.0087869512790348381 0.0092331403943209933 0.050454041026457896 0.012024371692859859 0.54783734515309745 5.1114695057579835 0.59193945497109712 1.0610569594550439 0.018842825797037221 0.064270138696327805 0.019506616861983517 5.6222189853276223 0.56374297489310254 0.54331151931964861 2.5724519548068461 0.49978708119388782 0.57904899916988484 1.0606647347324152 0.67216122650285104 8.7805066704182106 0.035666551672981939 0.043825523331179284 0.015221342357118028 0.0098674525856665696 0.011210007843563186 0.64155272124945284 0.0049118817100402131 0.027736710911604498 0.014231016604753677 0.0037203350934133508 15.730363522121179
leaf_count=17 19 29 23 46 544 90 58 39 26 25 331 23 90 37 12 41 63 76 686 97 24 10 28 184 471 422 166 50 142 764
internal_value=1.39722e-06 0.000509985 -0.0534325 0.000590768 0.000515675 -0.000859227 0.00144469 0.0113624 0.0608705 0.00236645 0.000616605 0.00357068 -0.00016188 -0.000234019 -0.00206129 -0.00771188 1.2536e-05 0.0029178 -0.000186232 -0.021542 0.0146864 -0.0285419 0.030047 -9.02122e-05 -0.000708535 -0.0305029 -0.0611415 0.0377865 -0.0872932 -0.00059605
internal_weight=44.9276 14.2159 0.0212575 14.1947 14.1442 5.70341 8.44079 0.650457 0.10262 0.0383494 7.79033 1.6248 6.16553 30.7117 3.65129 1.07884 27.0604 1.73283 25.3276 0.113368 0.0777013 0.0338757 0.0186544 25.2142 16.4337 0.06181 0.0426671 0.0191429 0.031457 16.3719
internal_count=4633 1343 42 1301 1272 634 638 136 90 64 502 81 421 3290 90 53 3200 139 3061 176 79 55 45 2885 2199 964 492 472 308 1235
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=0 6 17 6 21 22 4 0 5 18 13 18 22 22 4 20 15 5 21 3 21 14 6 4 9 20 16 15 16 18
split_gain=0.000482509 0.00495685 0.0400806 0.0068987 0.00335033 0.0222879 0.032145 0.0120428 0.0033492 0.00248556 0.00642938 0.00328827 0.0024834 0.00824542 0.00297495 0.00304014 0.00245196 0.0318861 0.00208746 0.0018706 0.00173068 0.00137851 0.0447611 0.016985 0.0224846 0.0111494 0.0141993 0.0206865 0.00745778 0.0092431
threshold=86.538778761000017 16.375382608200002 192.19686994285004 15.635365317800002 13.917356790500003 -0.057599999999999998 250.04947801505003 97.886760529650019 13.153721664750002 13.405741979600002 117.55283175385001 13.531614672700002 -0.053874999999999999 -0.036264999999999999 201.80971861865004 41.037275035300006 35.645792850250011 20.389142059250002 12.156412995750001 93.017962855400015 14.202008575100001 273.45586700690006 16.465384711100004 275.83115341155002 207.09414646890002 41.559097512700014 20.904951115100005 35.929665612950011 15.184964490950003 15.064837217800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 19 6 -6 -8 -9 12 -11 -12 16 -14 -15 -16 17 -3 -1 21 -7 -2 23 24 -23 26 27 28 -25 -30
right_child=4 9 -4 -5 5 20 7 8 -10 10 11 -13 13 14 15 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.028671334764683018 0.00015225386542585417 0.087091721346102047 -0.00091843948752127818 -0.10142821302955503 -0.086221055884586631 0.0054975979079671987 0.092210484229258288 0.026808598575187588 -0.10012472886511566 -0.012319919113425034 -0.0048528804208826104 0.0059938708359218648 -0.013151459765812046 -0.0049990828155008962 0.0090451711115171699 -0.00146687348309476 0.00064045899457691833 0.00042174025769445907 0.09959307491855425 0.0059100716236498048 -0.0026254422104178901 -0.10147577294252259 -0.097049135979634216 -0.031735432753720191 0.020117035596697353 -0.0007983271340459352 0.075097986731694641 -0.10016167121311657 -0.024418010619578542 0.066434961402530773
leaf_weight=0.0037122110812658473 25.015748970118928 0.046126661705781724 0.52521481145402937 0.050608473518795716 0.014018488759230396 0.52461029430864348 0.068592242709922147 0.004255627478161994 0.0040635625298932609 0.57274393979991955 0.54515491923666537 0.57353080665416201 0.56129544244430474 0.57131614663435581 0.56148099049732969 0.53943138921083733 10.220989010124269 0.53234943270447488 0.0019277337242868953 0.52989007045653025 0.52454183434166524 0.037291335837203454 0.048864614160265663 0.016717144625060368 0.025680977539522587 2.6667547542791143 0.044227980510186171 0.015266308139473495 0.014911841960383754 0.044961759940596688
leaf_count=116 1548 31 39 63 46 15 86 121 29 56 25 87 31 108 30 126 273 375 13 8 75 22 38 376 28 607 70 74 18 99
internal_value=1.3402e-06 -0.000454506 -0.0095104 -0.0897371 0.000237051 0.00555258 0.0530459 0.0784298 -0.0351928 -9.68915e-05 -0.00370341 0.000708061 0.000371165 -0.00266417 0.000855958 0.00389442 0.000998928 0.00733265 0.0151695 2.41179e-05 0.00143634 -8.75492e-05 -0.0021457 -0.000527516 -0.0518885 0.000626429 0.0285463 0.00613225 0.0273191 0.0438075
internal_weight=44.9063 15.3059 0.581463 0.0562484 29.6004 1.14008 0.0909299 0.0769114 0.00831919 14.7244 1.69143 1.11869 13.033 2.23352 1.67223 1.10091 10.7995 0.578476 0.00563994 28.4603 1.04915 27.9304 2.91468 2.86581 0.0629723 2.80284 0.136085 0.0918571 0.0765907 0.0598736
internal_count=4633 1373 231 192 3260 372 282 236 150 1142 168 112 974 295 264 156 679 406 129 2888 90 2880 1332 1294 50 1244 637 567 493 117
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=5 22 8 9 8 15 5 13 23 6 6 20 5 13 3 22 22 5 21 21 21 13 15 8 23 21 6 15 19 15
split_gain=0.000560163 0.00221594 0.00699585 0.00882574 0.00648536 0.011504 0.00496939 0.00351199 0.0019893 0.00180369 0.00158356 0.00202441 0.00138824 0.0120892 0.0117655 0.00432767 0.00576562 0.00337893 0.00180191 0.0131062 0.00295024 0.00175399 0.00127863 0.0028772 0.0063845 0.0331507 0.0194281 0.026707 0.00576473 0.00278812
threshold=23.714185006400005 -0.27494999999999997 8.3434888241000014 212.20546459280004 8.1436447804000007 24.140213186200004 16.810410538500005 96.077428207850019 0.09803000000000002 16.405383309150004 16.485385178400005 40.986363433950011 24.225659292200003 117.59047016770002 94.227769014100019 0.11873000000000002 -0.11963999999999998 29.110986871100003 12.315862460400002 7.4379259131000008 1.0853204796000002 116.51508691550002 41.29990759910001 8.543332867800002 0.077440000000000023 13.811848270300002 16.495385412050002 42.076928760450009 14.451165964200003 40.726271367500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -9 -2 11 -11 -12 18 -15 16 -16 -18 19 20 -14 -21 29 24 -24 26 27 -26 -29 -3
right_child=9 22 3 -5 -6 -7 -8 8 -10 10 12 -13 13 14 15 -17 17 -19 -20 21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10002154129084334 -0.006345368966124686 7.0488129360771003e-05 -0.096810934478461785 0.0060090230653142146 0.060315384447635845 -0.089539493005930379 -0.10013687532385432 0.023493426583798702 0.094794317709199202 -0.0015074227934208629 -0.00047012976237200592 0.0072036031702692937 -0.034264785715807093 -0.10042799048055734 -0.077758495555014684 -0.10013872017757282 0.0043367667605100592 0.097682508243617516 -0.0027087901540187786 0.0012931547082425375 0.089712636665923551 -0.10041467821341368 -0.00013673218647818408 -0.00014285006823376207 0.071444441006988588 -0.00072627868179837504 0.083242007250638794 -0.055863880642182819 0.011217770205918021 -0.0066898625908673771
leaf_weight=0.0014323456566177608 0.55913492875567872 34.241163100680652 0.018817447061451276 0.015005286370808335 0.015944430367881068 0.013234296934257372 0.0025281220465758194 0.0069788872699803042 0.0089072147175102145 0.51121634962314011 2.8877002831568181 0.55796641614053044 0.002193406633899885 0.025472048020077409 0.005146817165169181 0.0039285342892299005 0.0091155206987423298 0.0067489104271771785 0.49884582949932899 0.0022743974377412712 0.015366359959245735 0.00666262674127438 1.0222629959608855 3.0976592001279641 0.050246927537955233 0.52775302946429292 0.085757840162841603 0.033053250106604537 0.020918000460369512 0.62112675507705617
leaf_count=175 149 3012 35 29 28 38 79 41 14 17 54 96 155 43 93 18 29 21 55 47 134 29 27 52 11 14 25 31 19 63
internal_value=9.54553e-07 0.000127354 -0.0162101 -0.0511954 0.00792631 -0.0173244 0.0308309 0.0499494 0.0634713 -0.00098662 -0.000325578 0.00303854 -0.00136409 -0.00584778 -0.0526252 -0.00380215 0.0142102 0.0440471 -0.00135902 0.0240526 0.0742265 -0.0745309 0.000161448 0.00168493 0.00493888 0.0121681 0.0479886 0.0189797 -0.0298646 -4.99582e-05
internal_weight=44.8746 39.7828 0.082848 0.0338227 0.0490253 0.0330809 0.0198466 0.0173184 0.0158861 5.09177 4.53264 1.06918 3.46345 0.575754 0.0504118 0.0249398 0.0210112 0.0158644 0.525343 0.0264968 0.0175598 0.00893702 39.6999 4.83765 1.73999 0.717729 0.189976 0.104218 0.0539713 34.8623
internal_count=4633 3693 439 64 375 347 309 230 55 940 791 113 678 624 204 161 143 50 420 365 289 76 3254 179 127 100 86 61 50 3075
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=6 20 20 3 17 22 13 22 21 6 7 20 5 22 20 5 21 6 16 3 6 15 19 3 0 9 20 7 16 18
split_gain=0.00050293 0.00350731 0.0408094 0.0191485 0.0143299 0.00410152 0.0386145 0.0113966 0.00257109 0.00158812 0.00158765 0.00156317 0.00334803 0.00201854 0.00423713 0.00161444 0.00464416 0.00150453 0.0108825 0.016934 0.0222676 0.0215736 0.0188844 0.033526 0.0277178 0.0145072 0.023633 0.0110547 0.00344111 0.00608185
threshold=16.455384477450004 42.123054668150012 42.844429421150004 93.969677033550013 188.85216786605002 -0.084259999999999988 117.58509325145 -0.14704500000000001 7.515317457250001 16.575387281250006 23.736034462250004 40.467253020850002 21.191508333600002 -0.059424999999999999 41.037275035300006 23.714185006400005 4.3702623492500008 14.845346859150002 20.834951278800002 88.813214339350012 15.785368822600002 36.136500007950012 12.951044929850001 85.589753040950015 93.843319501450011 196.51002155900002 38.911218973650008 22.747724408400003 20.719951547750004 13.431207332600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 11 3 -3 -5 6 7 8 -4 -10 -7 15 -13 -14 -15 16 -2 -1 19 21 27 22 -19 -24 25 -25 -27 28 29 -21
right_child=1 2 5 4 -6 10 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00031280757824121729 0.00086569180012960019 -0.10071651049033901 0.089909310595663428 -0.10037099071280753 0.06689943785492293 -0.0059677860876648147 0.087976819306978704 -0.10047508328086983 -0.10003450022240297 0.041397188609512282 0.0018502993102793722 -0.0049549064192034031 0.00084336588985090856 0.00075271662020305954 -0.0097976117791342115 -0.00074628949836466759 0.010870990884787603 0.079555207671229949 0.00061678699268152761 0.075469838577324519 0.092834666202809626 -0.075547716966639672 -0.089573562951830013 -0.05969953527046068 0.1000966347025472 0.086396081120955814 -0.035011322214732903 0.043686882080121697 -0.10068229612041811 -0.10062173077353859
leaf_weight=18.161557485939561 2.11242301794482 0.062740607136191895 0.0044973762795732499 0.0079672730349586995 0.014339251217350579 0.52609870388082025 0.039300620764997518 0.021751531507675392 0.0015501764359839854 0.001627481298442035 0.51306054733868223 1.5795545722659472 6.6580786778245047 1.0519124449627941 0.59653333569106326 1.8889620253128923 0.59448263746787677 0.037894283766944148 10.692367471524831 0.0039293625374856589 0.058835164455836253 0.029549162054536282 0.032570934974501142 0.031409784329298418 0.0349129396868193 0.030815932343102759 0.033423882778151892 0.021932275722987171 0.010112527408637106 0.0039161244364436243
leaf_count=2736 65 54 14 41 25 118 50 29 44 32 14 44 182 25 80 226 54 18 505 37 59 22 34 38 18 11 30 17 3 8
internal_value=1.14165e-06 -0.000455734 -0.00566756 -0.0724235 0.00715507 -0.000543029 0.0231162 -0.0635082 0.0412582 -0.0275983 -0.00210779 -2.64156e-05 -0.000734787 6.77042e-05 -0.0030652 0.00149735 0.00306303 0.000246538 0.00116823 0.0190735 0.0537292 0.00423503 0.0159623 0.00119034 0.0238329 -0.00400407 0.023228 -0.00394829 -0.0621255 -0.0124274
internal_weight=44.8581 15.6749 1.19293 0.0850471 0.0223065 1.10789 0.0687272 0.0294266 0.00767503 0.00317766 1.03916 14.4819 9.88608 8.30652 1.64845 4.59587 2.70691 29.1832 11.0217 0.329302 0.0987255 0.230577 0.201028 0.163133 0.130563 0.0956496 0.0642398 0.0398903 0.017958 0.00784549
internal_count=4633 1097 421 120 66 301 169 119 90 76 132 676 331 287 105 345 119 3536 800 295 124 171 149 131 97 79 41 65 48 45
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=8 15 2 6 21 22 16 2 17 8 10 14 17 23 23 9 13 5 3 20 19 20 23 5 18 20 7 22 22 4
split_gain=0.000501574 0.00328127 0.0052299 0.00414979 0.000696016 0.000592153 0.00164933 0.00375814 0.00158788 0.0107144 0.0131998 0.00339587 0.00288414 0.00207663 0.00210728 0.00137808 0.00136105 0.00185551 0.0168543 0.026838 0.00205742 0.00123174 0.0239279 0.0213274 0.0221667 0.0132424 0.0106348 0.00403366 0.00613428 0.00256533
threshold=8.8430989333000021 35.133229767950006 71.708303056200009 16.355382140900002 1.2847270946000002 -0.036264999999999999 22.654947022900004 63.19085977000001 205.09306577200002 8.4434108459500017 76.279622535200005 255.27041524225004 216.28597325495002 0.089850000000000027 0.085235000000000019 184.83999455315004 117.66037007905001 22.327062271350005 93.668569722950011 41.489621506400006 14.551174033150001 43.477771593600004 0.08326500000000002 21.252944829650001 14.741741751300003 44.026978245600006 22.835261448650005 -0.088880000000000001 -0.156745 141.79569928155004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 8 7 -7 21 10 12 -12 -10 14 15 -13 17 20 19 -19 -9 29 25 24 26 -23 -24 28 -27 -1
right_child=1 -3 3 4 -6 6 -8 16 9 -11 11 13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.064910289948717392 0.0055972392386757436 -0.00059592857826352682 0.00089797564437473117 -0.059438151202730431 -0.10025148388517138 0.031048008002711004 0.0055350663944930961 0.00012066406572723651 -0.098316566159509913 -0.0012737934339969979 -0.10005478168974224 0.043066233519066244 -0.021026460507826972 -0.042379894652849852 0.083801225456320599 -0.10002086783893514 0.0052071416597427762 0.031768098291593931 -0.00041812279222848745 -0.090392097825723314 0.0064561909807459772 -0.089103741810222556 0.036863235130637009 0.093157849567126805 0.074640844351770277 -0.0003551372895968504 -0.10030114295695287 0.00072990953793213758 -0.10016255257716176 -0.00021883793664255756
leaf_weight=0.0060490052028424604 0.024958732371941461 0.53637186080339916 0.0081196637367071389 0.0066090772488678331 0.011361524046165528 0.039732065829981233 0.63957787089384588 11.324852308944497 0.028048198987501771 0.54624293068951602 0.0018992480883960319 0.0016282291614232456 0.0058318726228208098 0.0023931437565791755 0.0088353248499692949 0.0011474153794601705 0.53155600902380307 0.027466541836475122 1.0127566145545261 0.052093083377215521 0.53687327948864627 0.017723644514894832 0.0080503830701346146 0.052400293948167587 0.022669451776497596 0.015565583474147715 0.018978024843249841 0.50577610813130214 0.010188830661415516 28.818804081795765
leaf_count=15 39 91 14 12 48 39 72 871 108 71 48 84 35 63 61 72 19 20 191 39 19 94 29 90 43 336 49 23 224 1714
internal_value=1.2275e-06 -0.00290165 -0.0271279 -0.0584337 -0.0852415 3.97745e-05 0.000572863 0.000338213 -0.000211326 -0.00532143 -0.0497336 0.0254234 -0.0850124 0.0424408 0.0599233 -0.0160841 0.000247734 4.42302e-05 -0.00389969 -0.0482185 0.000407416 -0.000107997 0.00419231 0.0486474 0.00171663 -0.00407123 -0.0594469 -0.00123586 -0.0398404 -0.00020517
internal_weight=44.8246 0.587421 0.051049 0.0260903 0.0179706 44.2371 14.1649 13.5253 30.0722 0.596026 0.0497834 0.0159034 0.0338801 0.0140041 0.011611 0.00277564 13.4856 12.954 1.09232 0.0795596 11.8617 29.4762 0.651352 0.102098 0.0496979 0.549254 0.0270284 0.531531 0.0257544 28.8249
internal_count=4633 204 113 74 60 4429 1270 1198 3159 542 471 328 143 280 217 156 1159 1140 250 59 890 2617 888 211 121 677 78 583 560 1729
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=22 16 2 9 16 22 12 5 16 9 9 12 21 20 15 5 21 2 22 21 8 23 22 17 17 19 9 6 7 7
split_gain=0.000541186 0.00978683 0.0321493 0.00868629 0.0074748 0.018185 0.00692845 0.00266767 0.00276349 0.00249697 0.00230645 0.00210347 0.00225086 0.00197395 0.00165817 0.00633005 0.0288615 0.0129785 0.00335908 0.0132679 0.0586841 0.0189761 0.0322604 0.0113877 0.004586 0.00321327 0.00277053 0.00382764 0.0363193 0.00296377
threshold=-0.10040499999999999 22.624947093000003 88.501682544250016 202.49517884540003 15.124964631250002 -0.10434500000000001 157.18216850795002 14.252017113900001 14.184966829400002 202.86134752310002 70.238863950400017 194.34319615655002 5.8920528450000011 44.202975721700007 38.992510055900006 22.327062271350005 4.9790488931500008 190.3068252971 -0.059424999999999999 3.4465547941500003 8.7431769115000026 0.080110000000000028 -0.072755 208.35751021765003 210.59174899425003 13.551093343600002 206.16422279835004 16.335381673600001 25.806080957700004 24.996614930650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 -1 10 13 -11 -13 -8 18 16 -16 -18 19 20 21 22 -2 -23 -25 -26 -21 28 29 -28
right_child=14 2 3 -5 -6 -7 9 -9 -10 11 -12 12 -14 -15 15 -17 17 -19 -20 26 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.10001325821012606 0.094730279670238116 0.05512485376348162 -0.095230028417700008 -0.0055992111647749625 0.00084025535150015693 0.099459123009738137 0.080961890382915985 -0.1001230927775624 0.093577307794888598 0.091601976434348906 -0.076512310630513697 0.067105770098052686 -0.10004043380575965 -0.011131116380364403 -0.00066645224749544481 0.0002332984476725569 0.023411365853903916 0.081285946848659779 0.00022952594317580353 -0.00036080375850674893 0.00037195097275762485 -0.10090529834000034 -0.10114563412254046 -0.10014601752445287 -0.039246762330513274 0.08202597278823448 -0.10125364562629274 0.00059303097116631862 -0.0028066912624989579 -0.055764371586424721
leaf_weight=0.0013099945403993738 0.016568303851891564 0.0284572271775686 0.045642549701028656 0.014168818307098263 7.8653428748773617 0.026001066417453089 0.0033232417451512508 0.0089013363998533546 0.001686924442765303 0.006616702235946903 0.0035132910918727065 0.0018310368860223747 0.0014387091459076018 0.0077674637456226492 0.5653869976695195 9.4326401643429403 0.093078296398743987 0.066382695129505009 17.577779613521706 7.2870493640071849 0.50985753100485454 0.10354570103215541 0.017072435639519323 0.0033786874628276573 0.003524161623060712 0.0057490120088914409 0.038219961847062001 0.51218701399278643 0.53071177239686662 0.022907072534508188
leaf_count=136 76 26 60 32 1076 12 176 84 6 25 121 32 19 253 54 445 25 26 1274 283 13 117 14 15 50 6 22 15 110 30
internal_value=4.97554e-07 0.000745036 -0.0323691 -0.0739972 0.00111373 0.0355906 -0.0100459 -0.0726483 0.00895621 0.0203685 -0.0059035 0.0591767 -0.00643963 0.0164638 -0.000161744 0.000925316 0.00993073 0.0475042 -0.000576404 -0.00214163 -0.0157968 -0.0708143 -0.00467535 -0.0899624 -0.000403555 0.0359377 -0.00106808 -0.00573638 -0.011214 -0.0842068
internal_weight=44.802 8.016 0.0882686 0.0598114 7.92773 0.0623898 0.0363887 0.0118983 0.00299692 0.0244904 0.014604 0.00988645 0.00326975 0.0110907 36.786 10.1575 0.724848 0.159461 26.6286 9.05077 0.659696 0.149838 0.0336407 0.116198 0.0126519 0.00927317 8.39108 1.10403 0.591839 0.061127
internal_count=4633 2058 118 92 1940 864 852 226 142 626 550 76 51 429 2575 550 105 51 2025 751 291 278 90 188 71 56 460 177 162 52
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=18 21 16 2 10 17 13 7 10 13 5 5 15 6 12 0 10 15 20 0 21 7 22 0 18 8 12 21 22 21
split_gain=0.00053179 0.0117876 0.025045 0.00734853 0.00486606 0.00222494 0.00153831 0.00157958 0.000739846 0.000706972 0.00314631 0.00106155 0.000986014 0.00324576 0.0346055 0.00996447 0.00216624 0.00200777 0.00165047 0.00181624 0.0014563 0.0263295 0.0176241 0.00365866 0.00346776 0.00164785 0.00210225 0.00115398 0.00111097 0.00311857
threshold=12.880535946600002 5.1836832807500004 22.604947139800004 94.087390192850009 61.923256118600001 162.04221493815001 116.51508691550002 19.052023743050004 55.887667615750004 117.67112391160002 22.825270530250005 22.217208590350001 42.076928760450009 16.425383776450001 261.40539695100006 86.135510041400025 61.982402197500001 41.54912092575001 41.808689985400001 86.692020874450009 15.004713615700002 22.773029501100002 -0.11534 93.501885318850015 15.502113896900001 8.1436447804000007 192.90305237590005 14.731151610350002 -0.095854999999999996 9.7501362057500014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2 7 8 -5 12 11 -11 17 14 15 -14 -15 20 -18 -20 27 -22 23 -23 -25 26 -24 28 29 -7
right_child=5 2 4 6 -6 9 -8 -9 -10 10 -12 -13 13 16 -16 -17 18 -19 19 -21 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0001847717394956798 -0.088175805229703558 0.097407388161802694 -0.041530416491247446 -0.024697957118784288 -0.10107643636247454 0.0017007959178975637 -0.10006836748989707 -0.078271931121299168 0.073379006728115384 0.002044738678492287 0.008047048098204038 -0.0024671088725227632 -0.0091103293969858525 -0.0062555770957046751 0.00014943572579791592 -0.098212160423129469 0.0018542568271932736 0.004422496439838091 -0.0070007479934085584 0.0013692245183305968 0.0025066771580226376 0.10005759687984064 -0.10027010308424261 -0.10008967012634487 0.045591630838655174 -0.10068656206352811 -0.022875014703267738 0.0047034880498131558 -0.00028009019303084709 -0.0059295297243490124
leaf_weight=1.4464968755037908 0.0028573450434440364 0.013486848942775853 0.024430292586202995 0.001158397340388361 0.031314858380937949 6.8590013351830672 0.0020872696563074555 0.0016616200322800978 0.0022889262074841099 1.0531499329445067 0.59639588115504683 1.0329310552797322 0.016722844998155462 0.54600551735208558 0.54580279043288726 0.050311919066984956 2.5834761322864783 1.0650722524023866 0.52508905220426505 0.51209176378324628 0.53085357657551657 0.0057347757974639535 0.0068678209323707051 0.0025704818537821694 0.0044847388954138978 0.038854768999044609 0.0071773779211072863 0.53603847201935551 26.139121700097238 0.58100854591122608
leaf_count=359 201 26 35 70 8 1114 80 51 21 20 102 29 38 63 96 32 47 19 76 4 80 4 18 54 81 23 33 31 1586 232
internal_value=-9.04709e-07 -0.00183751 -0.0401116 0.0538673 -0.0749804 6.37785e-05 -0.0277339 0.00181855 0.0404224 6.96096e-05 0.00164187 -0.00018932 -3.43832e-05 -0.00138341 -0.0081784 -0.0759843 -0.000384 0.000145837 0.000501451 -0.00286821 1.46145e-05 -0.00488363 -0.0646062 0.0407346 -0.00748554 -0.0900752 -0.0607197 0.000100266 2.67828e-05 0.00110493
internal_weight=44.7645 1.52293 0.0764282 0.0206831 0.0557452 43.2416 0.00719621 0.00510894 0.00344732 43.2388 2.68248 2.08608 40.5563 4.7795 0.612838 0.0670348 4.16666 35.7768 3.62066 1.03718 34.7117 0.596544 0.06569 0.01279 0.00705522 0.0529 0.0140452 34.1152 33.5791 7.44001
internal_count=4633 650 291 248 43 3983 222 142 91 3782 151 49 3631 356 166 70 190 3275 127 80 3256 293 213 139 135 74 51 2963 2932 1346
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=8 3 3 21 18 21 16 8 13 15 5 21 13 10 18 16 9 2 4 7 15 17 5 22 10 15 20 2 7 16
split_gain=0.000488755 0.00189031 0.00917425 0.00143647 0.000496958 0.0094735 0.0221526 0.00521217 0.00103456 0.00218166 0.00539003 0.00142532 0.0023799 0.00125293 0.00401866 0.00126018 0.00308436 0.00164829 0.00118073 0.0108731 0.013154 0.00598787 0.0194512 0.0143615 0.0167858 0.0111145 0.0108174 0.00798009 0.00531021 0.00675846
threshold=8.8430989333000021 93.394346993650018 92.316275283350009 5.0750534271500012 12.880535946600002 5.1836832807500004 22.604947139800004 5.1459841250500009 117.64961624655002 41.54912092575001 24.367802910700004 12.717166023350002 117.69263157665002 61.987779113750001 13.140498728250003 22.654947022900004 193.70978346765003 35.561888367500011 271.42658756670005 22.958251375150002 40.42701969085001 202.02515103195003 21.757682542950004 -0.0309 75.424692849750016 43.79812286300001 41.444941515100005 309.04644204820005 26.168093931450006 17.684958644900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 -7 13 11 -11 12 -10 14 -6 17 -17 -15 -19 20 -20 -21 23 24 -23 -24 -25 -28 -26 -30
right_child=1 -3 -4 -5 8 6 -8 -9 9 10 -12 -13 -14 15 -16 16 -18 18 19 21 -22 22 25 26 28 -27 27 -29 29 -31
leaf_value=-1.1058977389006811e-05 0.028622021595951005 -0.0011340094880815932 -0.08323581426384713 -0.012578166721079299 -0.00022954904728307918 -0.014269630282760473 -0.071333261191081951 0.10021012718032228 -0.0070388521911311638 0.011795718505403265 -0.0020408261259980266 0.004322733122954228 0.0011787572395774554 -0.083030254864121342 -0.0093843046731699187 0.00038091832977572523 0.0085714045085354702 0.00022503848708779886 0.014020090782531858 -0.0015414135115025477 -0.10071692494354662 -0.097733992570960049 0.096873155548308026 0.065993897685092145 0.078681878993644136 -0.0012068050369024603 -0.087801374723764647 0.072276334866750683 -0.087189465536747127 0.095223588510529866
leaf_weight=1.4222431095563219 0.017066532904023712 0.53512655674802545 0.016240188657093313 0.01678585145600664 2.5289282505487445 0.0061737720187159386 0.050996511508856202 0.011177319844307476 0.53329810366267327 0.60516339310561285 0.52645984509820209 0.54583027702756215 1.0391168236511132 0.0023931358737091504 0.59168670200835993 2.0350985881188985 0.59396629595812545 28.186619594724544 0.017194870040794785 5.290069371458415 0.023852936477226194 0.027614006425423561 0.037354252681252476 0.029756917100592667 0.0092870247640064463 0.016727920083667414 0.010195798770449294 0.0044836955736968784 0.0062867513026131569 0.0030005358941878058
leaf_count=305 24 138 20 22 65 219 33 8 26 42 43 11 46 3 112 32 79 1715 189 812 28 97 30 87 34 37 58 22 288 8
internal_value=-1.91383e-06 -0.00287287 -0.0214487 0.00819273 3.61372e-05 -0.00175869 -0.0381252 0.0594766 9.88442e-05 0.00181375 0.00535861 -8.00009e-05 -0.00160832 -4.25563e-05 -0.00196534 0.000122768 0.00223134 -4.19008e-05 -3.6001e-05 -0.00137969 -0.0526537 -0.00099243 0.0190768 -0.00924569 -0.0482919 0.0665365 0.0313399 -0.0389073 0.0252124 -0.0282555
internal_weight=44.7402 0.585219 0.0500926 0.0338524 44.155 1.49059 0.0683476 0.0173511 42.6644 3.24987 1.13162 2.11825 1.57241 39.4145 3.12061 36.2939 2.62906 33.6648 33.6624 5.47582 0.0410478 5.43478 0.144707 0.0906247 0.0461883 0.0540822 0.0444364 0.0146795 0.0185743 0.00928729
internal_count=4633 204 66 46 4429 565 260 227 3864 168 85 83 72 3696 177 3519 111 3408 3405 1690 217 1473 661 594 427 67 167 80 330 296
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=22 20 10 6 20 23 8 18 5 5 23 17 15 23 23 22 20 0 7 20 13 20 20 21 16 21 17 17 6 20
split_gain=0.000505467 0.00740519 0.010593 0.0168884 0.00649094 0.0103671 0.00627 0.00603071 0.00923655 0.00602814 0.0031583 0.00276594 0.00252229 0.00247567 0.00219503 0.00234303 0.00159864 0.00157538 0.00109944 0.000980941 0.00177703 0.0011113 0.000505738 0.00267709 0.0133316 0.0121684 0.0143953 0.00749104 0.00150382 0.00127058
threshold=-0.16164499999999998 39.788107623550012 62.020040611300011 16.245379570700006 40.099856909850011 0.10821500000000002 8.0437227585500022 13.278511569200001 21.363989181350004 15.188638235750002 0.092185000000000031 205.45998821870003 21.288946184100002 0.093635000000000024 0.088075000000000028 -0.24150999999999997 35.887362732750006 86.780739992750014 25.522455861100003 44.701063782750005 101.66942111915002 46.095286511800005 38.474425342400004 0.87557407920000008 22.634947069650003 0.54612131245000006 177.73379099395004 199.73283952805005 14.595341017800001 38.110427674550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 10 8 -1 13 14 -11 -12 18 15 -6 -10 -5 -9 -17 21 -21 29 24 25 26 28 -28 -24 -2
right_child=22 2 3 17 5 -7 -8 9 16 11 12 -13 -14 -15 -16 19 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.079910878931148663 0.00011907171512871517 -4.5980744185949121e-05 0.081644591588125912 0.061079679134388935 -0.1000127235350949 0.083161358734821 -0.081931272075857112 0.033819641230476406 0.019148139757156245 -0.098223459232640961 0.030050496076470298 -0.020100368132668897 -0.10009630147818926 0.084004641233295943 0.084780915828643499 0.071199209435963987 -0.10024903217278128 0.10014594174218916 -0.10003549297730377 0.020890971353507135 0.065643290281247144 -0.082974153919312052 0.018878757007255515 -0.00013248039194603984 0.065322366710890353 0.046790859703346288 -0.10072662526741596 -0.024329363619952662 0.099126420021375714 0.0039358936603119113
leaf_weight=0.0092563308612341813 4.6689687627495378 0.51870020994043298 0.0083185961455001234 0.017958658550412565 0.001928845802328054 0.0089582805604067062 0.016957106362667673 0.0010362777169783391 0.0014282664363411959 0.020302519803761632 0.0021946072338496761 0.0058342660084917944 0.0046322290763782803 0.0035302725407122537 0.0042303919940778192 0.0027514869057939061 0.0052195794029898934 0.02427604697732022 0.0015045118200718785 0.0017725045258885075 0.0025940497744159075 0.0024595751575375857 0.0043768936841103168 38.21683005988293 0.016367541873478331 0.015167274161093758 0.034523761877173875 0.020429795274395701 0.0050063077377444642 1.072513716019597
leaf_count=13 611 274 13 25 178 21 37 43 82 78 32 16 22 44 20 29 46 21 83 11 11 71 32 2588 26 20 60 39 12 75
internal_value=-1.85331e-06 0.0027328 0.00567592 0.0356454 3.51269e-05 -0.0139684 -0.035985 -0.0350553 0.0153276 -0.0599343 -0.00145538 -0.0807848 -0.0582583 0.0298302 0.0231864 0.000540975 -0.074597 0.0835345 -0.0454418 0.0207916 0.000473202 -0.0394728 -4.31855e-05 -0.000174348 -0.0168638 -0.0337836 -0.0527788 -0.0723248 0.061694 0.000832057
internal_weight=44.72 0.665845 0.617733 0.0990324 0.0567977 0.0484791 0.0395208 0.048112 0.0159042 0.0322078 0.0225637 0.0261368 0.00682684 0.00607106 0.0157369 0.0115065 0.00664785 0.0422347 0.00254079 0.00957762 0.00682613 0.00423208 44.0542 38.3127 0.0958716 0.079504 0.0643368 0.0549536 0.0093832 5.74148
internal_count=4633 1170 765 491 445 432 411 405 141 264 374 94 54 170 320 300 128 46 126 122 93 82 3463 2777 189 163 143 99 44 686
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=20 12 2 12 22 8 23 0 14 3 18 20 4 20 21 9 16 17 17 19 7 22 22 15 17 5 22 2 20 6
split_gain=0.000455861 0.007246 0.0123933 0.0075636 0.00951732 0.00646476 0.00796663 0.00324793 0.0322844 0.0181511 0.0119304 0.00608362 0.00941182 0.00327717 0.00283819 0.0329245 0.0162628 0.0119852 0.00977786 0.0069794 0.00267062 0.0018814 0.0449213 0.0105915 0.017085 0.015891 0.00500737 0.00306818 0.00211701 0.00207563
threshold=42.206017975500011 103.28033049195001 68.96170560420002 90.571070795850019 -0.11334499999999999 8.0437227585500022 0.085520000000000027 86.208098410950015 181.67250789200003 94.16862293520002 13.258241318650002 43.477771593600004 240.79927845295001 43.564719632750005 4.1758245803000014 197.89372115420002 22.574947209950004 200.68261045605001 204.73764675200002 13.551093343600002 24.407759398400003 -0.083834999999999993 -0.08725999999999999 30.505324983850006 187.63270803470002 17.089764221050004 -0.156745 146.87900114440004 48.109449608500007 12.410289964450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 8 -3 11 13 -10 -13 -11 15 16 19 -17 -19 20 -9 22 23 24 29 26 28 -25 -26 -16
right_child=1 7 5 -5 -6 -7 -8 14 9 10 -12 12 -14 -15 21 17 -18 18 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00017647927226123862 0.079170110514796568 3.7820977323960544e-05 0.085854532118191954 0.087541203291737729 -0.10013915193314762 -0.084926788815485099 -0.1000819075886696 0.030499965171805383 -0.093749168421604162 -0.10014736553308945 0.097477551085660336 0.046479570082085669 -0.095101613020405817 0.0032481784432608733 -0.016905735111258154 -0.097488484405122644 -0.10034251327836828 0.086843632378506355 -0.066325384504721016 0.10022556421692408 -0.10004480214798538 -0.00025554352116068818 0.082179756413884225 0.0015964538440660426 0.086820188718667396 0.087565237793100048 -0.084715628263825865 -0.0076694454456619253 -0.033923818352146459 -0.1002524399979913
leaf_weight=34.077940492469388 0.0049760390843118785 1.0223231813366944 0.0055307900401169174 0.01068950560875237 0.0073066664630899725 0.034230055470402476 0.0039500886382697331 0.0051940393643663532 0.065119193625505889 0.0059181235489713657 0.010807953916211588 0.0087758073381039026 0.010097983057576698 0.0063595762370396436 0.0048356837168707098 0.038834883984046331 0.0060553248913492999 0.0076697778240486505 0.0091277836747281071 0.027670856565237045 0.0022441764187846047 7.6224047524024305 0.069466660860711849 1.0193672767763926 0.0034480683552368116 0.046454888020186047 0.0081303796897954639 0.55026659777243292 0.0025084724653829937 0.0078197381511557751
leaf_count=2626 14 38 17 5 42 34 65 48 116 87 20 16 26 216 163 44 4 7 64 61 105 327 22 89 35 23 128 61 81 49
internal_value=-1.84741e-06 -0.000573662 -0.0334342 0.0260333 -0.0274964 -0.0646872 0.00838646 -0.000366176 -0.00543397 -0.0576754 0.0208573 -0.0792603 -0.0292702 -0.0465908 0.000240682 -0.0167946 0.0510057 -0.0669625 0.00361169 0.077109 -0.00888656 0.000417331 0.00341268 8.20307e-05 0.0372641 0.0593528 -0.0336841 -0.00165189 0.0359714 -0.0684054
internal_weight=44.7055 10.6276 0.0666831 0.0229722 0.0122827 0.0437109 0.00948088 10.5609 1.1294 0.107079 0.0230857 0.083993 0.0188738 0.0122777 9.4315 0.0967968 0.0411644 0.0556324 0.0167976 0.0351091 0.00743822 9.3347 1.7123 1.64283 0.0731972 0.0605418 0.0140869 1.56963 0.00595654 0.0126554
internal_count=4633 2007 177 61 56 116 82 1830 519 481 323 158 42 303 1311 333 218 115 71 214 153 978 651 629 479 267 244 150 116 212
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=21 21 4 22 17 20 9 16 16 13 15 13 9 12 16 2 7 3 21 20 15 3 21 9 2 12 15 12 7 17
split_gain=0.000460928 0.00180981 0.0057933 0.00858368 0.00498323 0.00158378 0.0215441 0.0145281 0.0126496 0.016523 0.00704496 0.00453287 0.00356986 0.0038571 0.00195032 0.00141679 0.00132022 0.0198418 0.0144022 0.00245779 0.002469 0.00212283 0.0142149 0.00645743 0.00346853 0.00242074 0.00148496 0.00227305 0.00144173 0.00240854
threshold=4.5589219677500008 4.8542393434000006 156.40313730310001 -0.083004999999999982 191.86029796145002 42.243697547450004 202.70031010240004 22.664946999500003 22.554947256700004 111.12203990580001 31.975879077800005 99.658454437600014 210.61272793875003 99.140885195450011 11.949972055800002 35.561888367500011 22.502236473750006 93.733092718100025 13.811848270300002 43.968221017800005 22.504462263300002 93.883646373400012 15.004713615700002 183.62474066035003 122.71527679435002 194.34319615655002 34.139075990150012 330.7369843553501 22.773029501100002 184.37225457675004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 15 8 10 9 11 12 14 13 -8 -7 -1 17 18 26 -20 -21 -19 23 24 -23 -26 27 -4 29 -18
right_child=1 2 16 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 28 21 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.065967036407828999 0.011076905294090509 -0.023921603651019988 -0.074993439126067249 0.069049047406747735 -0.00061744611820093321 -0.070408512841507884 -0.10013950020516593 0.05137879564765984 -0.003490147214392478 0.099128354169562727 -0.10081581495363678 -0.081092084542409806 -0.1000759644095372 0.080710483616598508 0.061464954482183434 -0.00021037395888010669 -0.0014079301113167899 0.0039684800781764028 0.093625715773049317 0.059009050137056596 -0.10004303287893992 0.073031982345565516 -0.00060416927471796506 -0.095216108221213902 -0.10014585077436 0.010878440848545206 -0.10079444967936375 0.073268420534118556 -2.7951898955665936e-05 0.0078112902432680396
leaf_weight=0.003277299285415646 0.56340533238001711 0.015290602024606414 0.0070441521212519786 0.028330425540697202 1.0315233452419645 0.0014554220547741146 0.0015571837858736615 0.0094912968718290358 0.55449726763538365 0.027450624833502246 0.041700460620347712 0.0082945784974488568 0.0027089247292053642 0.0048596513024068422 0.0048876808381237424 15.584661399748825 0.52100536766659888 0.53185399834183023 0.005158680995918985 0.0022134406856508804 0.0017457412909784864 0.0038481155002463305 0.50465363289925591 0.02420133537745528 0.0038042401545439475 0.0040595208380027614 0.032011969771701843 0.0012119881544947475 24.52667672999732 0.62131216395204092
leaf_count=9 46 31 116 19 35 120 61 12 64 95 115 29 35 12 50 1641 27 18 12 25 31 92 49 46 91 92 16 11 1530 103
internal_value=-1.96842e-06 0.000240839 4.63222e-05 0.0364598 0.00351356 -0.000426895 -0.00523676 -0.0621913 0.000521602 0.0533749 -0.0833994 -0.0324285 -0.00381437 0.0368233 0.0312066 -0.000224199 -1.29666e-05 -0.00337093 -0.0653454 0.0481417 -0.0111226 -0.000516946 -0.00493008 -0.0657179 -0.00476287 -0.0428316 -0.0910421 -0.0532288 0.000133786 0.00360645
internal_weight=44.6742 28.4294 26.8344 0.043621 1.59493 16.2448 0.656903 0.0603175 0.596586 0.0420883 0.0508262 0.0146377 0.00912576 0.00641684 0.0063431 15.5879 26.7908 1.12181 0.049386 0.00911786 0.00395918 1.07242 0.540567 0.0359132 0.0117119 0.00786376 0.0402681 0.00825614 25.669 1.14232
internal_count=4633 2390 2309 50 81 2243 593 235 358 294 223 199 108 73 170 1650 2259 599 211 68 56 388 370 321 275 183 143 127 1660 130
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=22 20 4 18 5 13 17 20 8 23 21 22 4 17 20 9 22 22 5 6 20 17 22 6 16 12 17 20 23 20
split_gain=0.000446424 0.00613872 0.00939788 0.0066702 0.00949991 0.00532702 0.00358117 0.0026046 0.00147827 0.00132906 0.00121157 0.00412743 0.00358525 0.00222408 0.00447757 0.00126667 0.000929893 0.0109055 0.00937185 0.00252317 0.00189431 0.0016674 0.0016625 0.00108123 0.00121132 0.000881594 0.00081477 0.000796987 0.000688183 0.000619721
threshold=-0.14008999999999996 39.788107623550012 164.41789168470004 13.278511569200001 21.363989181350004 96.357027853400012 205.45998821870003 38.110427674550003 9.5425530862500008 0.084565000000000015 2.3223121640500004 -0.61402999999999996 205.83748347565003 194.19264200700002 41.444941515100005 193.00469145105004 -0.22754499999999997 -0.27494999999999997 23.435546682850003 15.975373262050001 48.553014326500012 192.00947391610003 -0.237895 16.575387281250006 19.154955207400004 109.38726284320002 174.72950843050003 41.675153845500006 0.4149000000000001 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 8 -6 -8 11 -4 27 15 -15 26 17 -12 19 22 -20 25 -19 24 -22 -18 -14 -13 29 -2
right_child=28 2 10 5 7 6 9 -9 -10 -11 16 12 13 14 -16 -17 21 18 20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.07797696224350778 0.00077439929073145979 0.078582107759457329 -0.10022137714455498 0.070469875700473542 -0.056473281133406439 -0.095971981215708185 0.025205590588745577 -0.10024684430365494 0.10001087147370782 -0.05491254498510148 0.0012729365823610399 -0.10013838785951162 0.071004328316905341 -0.10010841557343263 0.087031806196402495 0.097541807235359518 0.0001686162368214787 -0.056390510797236795 -0.10010497996034234 0.10017862245835525 0.039871508557748299 -0.0045751726365349217 0.061119714776676631 0.07326381003416671 -0.10003116086830884 0.0051877741193640681 -0.033621947616334157 0.0091336180824207591 0.0015031563851030808 -0.00035056128067107134
leaf_weight=0.010391550493603588 5.7318400687314854 0.015881962283814111 0.0023803562363582378 0.0028085783822019835 0.0011926269719797489 0.020771262835876714 0.0038021921128006397 0.0060010418612819194 0.0012224896490806714 0.0045462988222055856 0.53712678952800685 0.0019500255100409749 0.001614424888130018 0.0023657639675320743 0.0027819709237366652 0.0092967066193452297 1.0066691180942364 0.001723675662412604 0.0032302695217012447 0.022228620364330709 0.0011381244994481676 0.53277620743808274 0.0039929470238178055 0.0014135764149614261 0.0013565081314936833 0.53643179389477769 0.0013810028030079025 0.0010148428009415511 2.5671819082553133 33.61720698480854
leaf_count=15 593 33 8 185 145 94 14 19 4 26 210 60 24 22 30 22 9 85 80 7 11 236 25 14 31 171 33 5 64 2358
internal_value=-2.39293e-06 0.00123486 0.0018856 -0.0332254 0.014017 -0.061054 -0.0737393 -0.0649554 0.0227363 -0.018424 0.00142954 0.0243904 0.0389273 0.0562105 0.00102707 0.0793204 0.00123198 0.00480119 0.0588183 0.0849404 -0.0434429 0.000248129 0.025688 0.00339021 -0.0362035 0.00191344 0.0227678 -0.0627357 -8.31965e-05 -0.000186692
internal_weight=44.6537 2.73749 2.68675 0.050736 0.0188077 0.0319283 0.0291198 0.00841616 0.00241512 0.00834849 2.67087 0.0227851 0.0204047 0.0174399 0.00514773 0.0122921 2.64809 0.572211 0.0350837 0.0279452 0.00713848 2.07588 0.00571662 0.00390821 0.00249463 1.5431 0.00299543 0.00296487 41.9162 39.349
internal_count=4633 1618 1116 502 183 319 134 168 149 40 1083 204 196 131 52 79 879 463 253 117 136 416 110 56 42 180 57 65 3015 2951
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=12 2 9 21 20 0 12 15 17 2 7 18 9 6 18 7 16 9 21 13 20 17 9 20 21 18 22 23 22 16
split_gain=0.000418925 0.00141263 0.000993459 0.00169849 0.000544238 0.012767 0.0181663 0.0206357 0.00354014 0.00115435 0.000501213 0.00687115 0.0369273 0.00513235 0.00224877 0.00314689 0.00378761 0.0368094 0.00802807 0.0065749 0.00970772 0.00311729 0.00228651 0.00203652 0.00176352 0.0223796 0.0219325 0.0195765 0.0135004 0.0126518
threshold=82.846568806150017 62.357017394150006 191.61296531520003 4.9210127084000002 36.558960102350007 93.72771580185001 131.68113967665002 34.139075990150012 199.45200027940004 67.992056490600007 23.109894804950002 13.317304170000002 190.90230715925003 16.485385178400005 13.24088655595 22.812602664350003 22.614947116400003 188.55070358395002 12.575665986150002 117.54745483760001 43.61821939175001 189.31980273685002 197.61184394335004 42.455548714850003 2.3083050893000006 13.713893333650001 -0.101255 0.098085000000000019 -0.13006999999999999 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -8 -3 -6 11 14 -13 -14 15 16 17 18 -11 20 -20 -19 -17 -18 25 -12 28 29 -27 -28
right_child=1 4 3 -5 9 -7 7 -9 -10 10 24 12 13 -15 -16 22 23 21 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00084373539178745217 0.0051374659409939571 0.096901656251743171 -0.0073482352470360356 0.00064619550057622935 -0.0046660265862425009 -0.00039035563529364001 -0.094945496380396205 0.042221947491304979 0.023382038752931142 0.002396183667323627 0.062707670694250262 -0.0021514027360718989 -0.10068552133429694 -0.042324864734115633 0.0060043464730267079 -0.0094400696078012734 0.00043703902022463101 0.096337674427864214 0.098868358414552993 -0.10052542821681265 -0.092988850016207658 0.04950331488707703 -0.0015211455290338953 -0.006013338056768713 2.5749712260357143e-05 -0.0098839467255681379 -0.061749483249515527 0.0017404541777314071 0.09481845709200902 0.038452114385401914
leaf_weight=1.020594463251981 0.54220412954204178 0.036677077633876176 0.55531574202274903 0.50967554402785709 0.53963450237643584 1.5376532470993796 0.016628771164494793 0.032216626530498615 0.0079734342289157212 0.52251564522752492 0.061441531541273853 0.52619202325803449 0.044385325927336794 0.022814009275407443 0.59303238557060911 0.56856221667192119 5.0907641745151295 0.041646083316479121 0.0053216869025760616 0.01414188298718777 0.0052283748327592861 0.021573878699200577 1.0165075942556994 0.54152913489937748 29.570524995960767 0.018062129459721188 0.079302996707513951 1.0501889354411842 0.038703240641609571 0.014981502827140503
leaf_count=49 26 103 77 19 74 343 90 28 10 425 99 300 26 38 64 38 155 37 24 12 45 23 15 70 1914 153 254 76 19 27
internal_value=-1.98825e-06 6.58208e-05 -0.00138576 -0.00352232 3.76183e-07 0.00179119 0.0376693 -0.0044749 0.0837729 -7.1951e-05 -9.73562e-06 -0.000665664 -0.0110662 -0.0808722 6.72345e-05 -0.00038256 0.000627758 0.00810982 -0.000236856 -0.0559556 0.00378821 0.0803554 -0.00436165 -0.000183147 0.000182028 0.00384188 0.000830987 -0.00217833 0.0615033 -0.0458278
internal_weight=44.646 42.5604 2.08559 1.06499 42.0182 1.63115 0.0934959 0.0488454 0.0446505 40.3871 39.8474 9.01421 0.593391 0.0671993 8.42082 7.82779 6.24272 0.610428 0.547208 0.0246919 0.0105501 0.06322 1.58507 5.63229 30.8332 1.26268 1.20124 1.14447 0.0567654 0.0942845
internal_count=4633 4488 145 96 4462 574 231 118 113 3888 3814 1272 364 64 908 844 791 566 506 81 69 60 53 225 2542 628 529 357 172 281
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=18 21 16 7 5 7 13 5 17 5 22 22 6 15 20 9 9 2 3 13 5 21 5 20 15 6 15 10 17 9
split_gain=0.000434555 0.00918359 0.0175875 0.00642977 0.00589513 0.00130822 0.000831438 0.00238895 0.00198538 0.000739617 0.000679182 0.00854111 0.0125818 0.00690224 0.00582487 0.00666028 0.00323584 0.00658391 0.00238582 0.00814109 0.00449252 0.00390711 0.00224508 0.00148964 0.0014218 0.00103552 0.000929662 0.00347839 0.0030057 0.0173433
threshold=12.880535946600002 5.1836832807500004 22.604947139800004 22.172877373800002 22.053438739150003 19.164717746300003 117.67112391160002 22.825270530250005 162.04221493815001 22.217208590350001 -0.16164499999999998 -0.25224999999999992 15.975373262050001 28.983869461100003 39.852039223600009 194.45262321395003 206.57490536735003 168.84984911130002 93.077108934250006 104.04332964835001 14.252017113900001 5.2472773321000004 13.6045160441 44.701063782750005 19.198394745150004 15.745367888000002 42.076928760450009 61.982402197500001 193.82504409230003 206.57490536735003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 8 9 -2 -8 11 14 13 23 15 25 -17 -18 19 20 22 -21 -16 -13 -25 -10 -12 -28 -29 -30
right_child=6 2 3 -5 5 -7 7 -9 10 -11 26 12 -14 -15 18 16 17 -19 -20 21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-2.3083771104682594e-05 -0.088138360011223438 0.097686596539277235 -0.026500188312933257 -0.1008253319103863 0.002258095310494266 -0.10007685865408772 0.0020434250235578317 0.0073777510133170316 -0.013493230908848831 -0.0017237858103450231 6.5348410309914448e-05 0.066004778315089899 0.094475238437190454 -0.10016064402826769 -0.055411924468745592 -0.10015561807818943 -0.10012548190683633 0.048114667241573324 0.00041543403611889065 0.013335539229341409 -0.10010563345192069 0.083925559021787638 0.074423942533536874 -0.058003299629482967 0.036212675276847919 0.098903541722246094 -0.00877384619905364 0.00088220584795160547 -0.049769421902405624 -9.0967669468625242e-05
leaf_weight=1.4435755665767116 0.0025588022379342537 0.010127200243978396 0.020132781817665091 0.027589133495723672 0.0047465945733771156 0.0016953967189348162 1.0500126693077616 0.59073932422495534 0.0010983227231720063 1.0347193819325182 35.563632111992973 0.0056856416643878971 0.02390677071471714 0.0063170805573804492 0.0022368183424830157 0.012346771219494457 0.0060916608183845256 0.0058958249518710204 0.50931461478330675 0.014489638644590741 0.0066480781107571829 0.017087978843164819 0.0032917197216875138 0.002792199481959301 0.0037568262490026427 0.0032310534770658705 0.5692978973078614 3.0835955467127296 0.081389586997388963 0.51456996290229995
leaf_count=359 201 18 24 19 178 52 20 102 79 29 2561 97 107 22 107 46 31 35 30 21 37 23 12 73 33 7 61 104 102 43
internal_value=-1.34178e-06 -0.00167003 -0.0386502 -0.0694693 0.0501135 -0.0246743 5.7018e-05 0.00176429 -5.59358e-05 0.000173637 -5.0362e-05 0.00322272 0.0465217 -0.0152738 6.24817e-05 -0.0438922 -0.0642244 -0.0272163 0.0023405 0.024749 -0.0447147 0.0515348 0.021893 0.0285555 -0.00395663 0.0703895 -0.000101678 -0.00149972 -0.000374272 -0.0068755
internal_weight=44.6226 1.50787 0.0642911 0.0477219 0.0165692 0.00644199 43.1147 2.67547 40.4392 2.08473 40.4367 0.624191 0.0424585 0.0185517 0.581732 0.0286636 0.0243343 0.0119875 0.553069 0.0437542 0.0121766 0.0315776 0.00552854 0.0122347 0.00654903 0.00432938 39.8125 4.24885 3.67956 0.59596
internal_count=4633 650 291 43 248 230 3983 151 3832 49 3631 760 332 225 428 198 112 66 230 200 156 44 119 203 106 86 2871 310 249 145
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=15 4 22 13 17 16 5 10 17 22 22 22 0 23 9 2 16 22 7 15 4 18 15 5 13 20 23 21 16 17
split_gain=0.000443782 0.00285477 0.00173333 0.00469083 0.0333824 0.00236951 0.00627791 0.00449887 0.00540502 0.00189365 0.00186716 0.00172444 0.0139542 0.0109144 0.0103985 0.00893248 0.00733431 0.0138989 0.00642704 0.00454591 0.00336368 0.00316115 0.0105095 0.00309333 0.0104053 0.0804141 0.00545291 0.0153717 0.00282082 0.00181005
threshold=37.882159664350006 163.62029285410003 -0.095074999999999993 117.46680109370001 194.99099661610003 22.624947093000003 22.127107789600004 61.950140699950005 192.92322630085002 -0.11534 -0.082484999999999989 -0.10040499999999999 86.420486603250012 0.099855000000000027 180.48474949425002 71.708303056200009 15.124964631250002 -0.10434500000000001 23.322419822750003 20.538897842700003 209.52275111965002 12.743963501900001 34.139075990150012 20.911722254300006 117.56896250265002 40.467253020850002 0.083555000000000032 2.3889051598000006 14.504966081100003 194.19264200700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 9 4 -4 7 -7 -5 -9 -3 -8 12 13 14 20 18 17 19 -14 28 -1 22 -13 -23 25 -25 27 -27 29 -17
right_child=1 2 3 5 -6 6 10 8 -10 -11 -12 21 15 -15 -16 16 -18 -19 -20 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10008865553589297 -0.090612793999502728 -0.0004684864542609934 0.073639283313675016 0.0064657115209580292 0.0014974127099850608 0.011452487553359675 0.0037212623551451233 -0.011459416599128313 -0.00089706512124478825 -0.0068472690254884998 -0.00023353783638106296 -0.07567301290206141 -0.014167910277649723 -0.058899861758308726 0.082139168017500486 0.014067803758532197 0.00084355996015458899 0.099008280637853108 -0.10032988758021594 -0.076345444131246068 0.015821091040460509 -0.00012647947994513399 0.089506333890921386 0.001758617505522453 -0.00084113894088272293 0.094490710169964659 -0.10100663068559675 -0.10073357602313214 0.090562128357639368 -0.07137238709769915
leaf_weight=0.0039427270549542426 0.0034421427619680802 3.0860857753732494 0.071764700308448393 0.56329456046202464 0.60387245894372654 0.59087573632132251 1.5605984892361675 0.63142203087159066 2.0818598570371876 0.54804688975980198 5.0792586014346197 0.0054650927863119083 0.021583166174508395 0.0085344732955832114 0.047853533421402972 0.012570085486520957 4.6697669474304515 0.021881107348141221 0.014455526529275176 0.0071933385785882811 0.0068594762864142567 21.274608494721779 0.013048884075487877 0.51851124732576126 3.0380194811746151 0.0057404428152949541 0.094396556085101224 0.013561735728657709 0.0040808118354931358 0.0030887933697445044
leaf_count=265 10 144 34 30 126 24 42 63 81 81 166 165 19 23 46 391 505 12 71 62 184 1545 14 62 37 59 51 26 20 275
internal_value=-1.44636e-06 0.000445709 0.000466862 0.00108343 0.00916016 0.000564084 0.00157497 -0.00166674 -0.00335509 -0.00143044 0.000695978 -0.000223942 0.00150735 0.0467609 0.0621346 0.00086785 0.00124665 0.0398077 -0.0487285 -0.00828844 -0.0264851 -0.000558351 0.0407475 -0.000589008 -0.00327007 -0.0149421 -0.0911038 -0.0426741 0.0165122 -0.00278571
internal_weight=44.6057 14.8205 14.8171 11.1829 0.675637 10.5073 7.23073 3.27658 2.71328 3.63413 6.63986 29.7852 4.82181 0.0671902 0.0586557 4.75462 4.71858 0.0488141 0.0360387 0.026933 0.0108022 24.9634 0.018514 24.9448 3.67023 0.63221 0.113699 0.0193022 0.0197397 0.0156589
internal_count=4633 801 791 566 160 406 232 174 144 225 208 3832 1873 518 495 1355 1265 760 90 748 449 1959 179 1780 235 198 136 85 686 666
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=21 19 15 22 22 22 15 15 7 18 16 20 4 15 16 16 18 7 17 2 21 16 16 21 6 0 15 20 5 22
split_gain=0.000513556 0.0176442 0.0212973 0.00889193 0.00215726 0.00289015 0.00176093 0.00300728 0.000605343 0.00485565 0.0285561 0.00443603 0.0111849 0.0174458 0.0061618 0.00538851 0.00262116 0.00255527 0.0037118 0.0183501 0.0220239 0.00223715 0.00159078 0.00129809 0.00193424 0.00107463 0.00100431 0.00136467 0.00134199 0.00464058
threshold=15.833449912500003 14.351157895250003 46.327654127900004 -0.14174999999999999 -0.054875 -0.033594999999999993 37.646552559600003 25.852338405700003 23.109894804950002 13.317304170000002 22.554947256700004 38.474425342400004 185.29521033610004 39.558912554250007 22.544947280100004 20.079953044350003 13.24088655595 22.812602664350003 188.27285108100003 147.79312796670004 5.5614473604500008 18.594956516900002 16.094962363000004 14.731151610350002 16.505385645700006 86.474255765850003 45.484733152800011 43.182896969600009 21.869642762900003 -0.078504999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 -5 -6 7 -2 9 16 11 12 -11 -14 15 21 17 18 -1 20 -20 22 -13 26 -25 -12 28 -28 -10 -30
right_child=1 -3 -4 4 5 -7 -8 -9 23 10 25 14 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00052280334715730601 0.033112399812723126 0.060920429331158626 0.0042449131664800471 -0.096343133675955261 -0.0020747854347418783 -0.093938315157417296 0.1000732053476165 -0.10007791786110923 -0.00017525393239644092 0.097706215186682571 -0.069834796976197225 0.0055197184682594302 -0.097108027113531434 0.10010900053732384 -0.0023743992700918249 -0.068339166012804417 0.0062481060648738413 -0.0042502414114219409 3.2548140805020767e-05 -0.00056714374788785667 0.087167653286226401 0.076691761389909671 -0.088567709642567827 0.0077032468671813115 -0.00082474809883451212 -0.10076795831943688 -0.0064155955279536023 0.00076586023310683715 0.00051879271930567483 0.0093336869751488513
leaf_weight=6.1175719138451345 0.0066701088587697299 0.048263584131063908 0.51790067629190162 0.030205217901905446 0.0067764693849312607 0.0069243057030229371 0.0021490734070539483 0.0022728891801584439 25.976559871869149 0.014607390862703906 0.021462986365193615 0.0081083171860605319 0.011326067753975932 0.0074265133007429531 0.49224931746721268 0.027388026682672262 0.59636496537727701 1.5689515300143737 0.058203935781420912 0.51435834319801188 0.0578264657242471 0.0035393399875829354 0.0023086392343731896 0.55137915325233311 0.5137860567192547 0.023557676351629198 0.55384066228174222 0.50668477622878072 5.6623136663141178 0.66764388537058117
leaf_count=840 121 32 5 56 6 42 1 36 2460 17 35 148 48 3 2 31 73 50 39 48 29 13 62 68 5 6 112 17 121 107
internal_value=-1.63083e-06 0.00285362 -0.00203819 -0.0612043 -0.0814145 -0.0485022 0.0187938 -0.00073831 -4.19783e-05 -0.00074753 -0.00936417 -0.003277 0.0320996 -0.0190049 -0.00548872 -0.0425682 -0.000155923 -0.000615124 0.000230068 0.00753626 0.0434584 0.0080052 -0.0153322 0.000153204 0.00358974 -0.086021 4.35005e-05 -0.00298453 0.000142902 0.00144853
internal_weight=44.5786 0.621162 0.572899 0.0549981 0.043906 0.0137008 0.0110921 0.008943 43.9575 9.52525 0.611974 0.566954 0.03336 0.0187526 0.533594 0.0413443 8.91328 8.31691 6.74796 0.630389 0.11603 0.0139563 0.010417 34.4322 1.06517 0.0450207 33.367 1.06053 32.3065 6.32996
internal_count=4633 299 267 262 104 48 158 157 4334 1444 365 324 68 51 256 254 1079 1006 956 116 68 223 210 2890 73 41 2817 129 2688 228
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=22 2 12 17 23 23 22 2 20 0 13 21 15 9 17 4 21 22 23 19 22 13 2 6 17 22 20 21 22 23
split_gain=0.000485513 0.00144122 0.0190221 0.00521809 0.00138147 0.00424734 0.00255535 0.0184607 0.0274164 0.0158543 0.00782595 0.00458349 0.00254202 0.00200612 0.00139432 0.00175812 0.00338717 0.00100568 0.00390967 0.00415685 0.00139992 0.00672716 0.00474528 0.0252121 0.00674528 0.00984344 0.00288382 0.00181093 0.00889269 0.0154255
threshold=-0.036264999999999999 63.19085977000001 84.828830943350013 182.75517825115003 0.096480000000000024 0.10214000000000002 0.048475000000000011 187.91736117530004 36.242939472700009 86.162394622750014 117.64961624655002 1.0000000180025095e-35 40.957632625650007 195.97407267990005 189.31980273685002 263.48865013970004 12.489184206400003 -0.051199999999999996 0.086255000000000026 12.451004585100002 -0.064729999999999996 109.40142670235001 71.708303056200009 15.345358541850002 188.70679832985002 -0.095854999999999996 38.238138001450004 1.0000000180025095e-35 -0.096559999999999993 0.083395000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 6 -6 7 8 -3 10 13 -11 14 -10 -7 16 -16 20 -19 -20 22 -22 23 -1 25 26 -25 28 -24 -30
right_child=1 4 -4 -5 5 12 -8 -9 9 11 -12 -13 -14 -15 15 -17 -18 18 19 -21 21 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.098244340983915227 0.0051094012733062417 0.090652369928297616 0.080720592317274104 -0.096823262659258849 0.0097243786535293475 -0.001873990629917817 0.00028767144276375982 -0.0009220477769844882 0.034723511548638987 -0.029250455555156731 0.099849346405728234 -0.09557920073435365 -0.0055367625389637276 -0.10023066660565844 0.010849109137003727 0.00059144413628492128 0.0013214805867599899 0.00033200645911273126 -0.00019437067076506025 -0.01268112313788056 -0.0021751282802550051 0.010753570687667108 0.051129913083898394 0.070539508785935498 0.04078752709460081 -0.10027173086662765 -0.018172787806183005 -0.00016027360076556908 0.08977920873080808 -0.085502150848616398
leaf_weight=0.02993496266100848 0.0089931501982069006 0.012778042980998605 0.023126057259332811 0.011373425457350095 0.5742153562175244 1.0328625443346995 6.6300441801824279 1.0481410517949736 0.0015864013659392384 0.012567472512908129 0.0077116543207012 0.060918556524888423 0.58602092161038388 0.0036036692035850137 0.58984399600601589 2.5311187436791101 1.0156163869396548 2.5651125718168126 0.4993749326228587 0.57195444032184639 1.0548784902794412 0.6507262760640059 0.033018812766929979 0.0073910631886064948 0.036816960302530788 0.010504769874387421 0.0072674897157867235 24.920131872513942 0.0073646375824614118 0.015775538765061881
leaf_count=102 20 13 12 25 64 45 582 209 63 12 6 119 38 4 48 73 10 37 12 41 63 76 400 17 25 9 23 2397 26 62
internal_value=-1.47161e-06 0.00048242 0.018658 -0.0518134 0.000426384 0.00152331 -0.000466362 -0.00482376 -0.0460633 -0.0662856 0.0359557 -0.0842358 0.000705101 -0.0589805 0.00141269 0.00223335 0.00482192 -0.000226636 -0.00178704 -0.00686072 -1.47015e-05 0.00275746 -0.000203315 -0.0228831 0.0135145 -0.0263892 0.0265573 -0.000119851 0.0178172 -0.0297168
internal_weight=44.5608 14.1505 0.0434926 0.0203666 14.107 6.32968 7.77735 1.14731 0.0991658 0.0863878 0.0129017 0.073486 5.75546 0.00519007 5.16944 4.13658 1.60546 30.4103 3.63644 1.07133 26.7738 1.7056 25.0682 0.0919152 0.0619803 0.0251633 0.0146586 24.9763 0.056159 0.0231402
internal_count=4633 1343 57 45 1286 278 1008 426 217 204 73 131 214 67 176 131 58 3290 90 53 3200 139 3061 176 74 49 40 2885 488 88
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=8 13 13 16 21 21 8 2 3 7 12 16 20 7 7 22 16 9 2 17 7 19 9 18 15 19 10 23 15 18
split_gain=0.000436961 0.0015687 0.00912234 0.00475358 0.00453483 0.00422166 0.00051642 0.000705586 0.00172637 0.00046715 0.00390989 0.020033 0.0170345 0.00349969 0.0155831 0.00483932 0.00359432 0.00243357 0.00246212 0.00190906 0.00986128 0.0225322 0.0228406 0.0211494 0.0113102 0.00194395 0.00180891 0.00225243 0.00192124 0.00131696
threshold=8.8430989333000021 117.67650082785001 117.15225149240001 21.979948601300006 1.9425901130500003 6.9984086918000008 8.7431769115000026 74.766480717350007 93.776108048150022 23.050081659550006 175.541285848 22.614947116400003 40.518963363600001 22.958251375150002 22.812602664350003 -0.011849999999999999 19.314954833200002 184.36538191430003 197.03438354685002 188.13858192940003 22.773029501100002 14.551174033150001 189.68479361675003 13.24088655595 37.491361913600009 14.451165964200003 74.257902021100008 -0.17949499999999999 21.881081380950004 13.471502260950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 9 -8 -9 10 19 13 -13 14 15 16 26 18 -17 -1 21 23 -23 -21 -25 -22 27 28 -12 -11
right_child=1 -3 -4 -5 5 -7 7 8 -10 29 11 12 -14 -15 -16 17 -18 -19 -20 20 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00061302048743104001 -0.075522294666656511 -0.001031001578746208 -0.10030720563225913 0.067776686023242605 0.039144320936658192 -0.041270073089236574 -0.0006465661876175993 0.0072635834343384087 0.00030046763865250242 0.0012591629060265874 -0.035252703095950057 0.042146984245732148 -0.095674185245513604 -0.0019522559813035635 -0.095633751321813329 0.07983743418239915 -0.099091292097548522 0.099980512565772547 -0.10001645297600251 0.089108611182245737 -0.0036364806852693375 0.046593624085321743 -0.089528938816792636 -0.071660263927639176 0.050091562889606728 0.0047629302300315531 0.063651555279746572 -0.0823305523396025 0.080409747680773622 -0.00023195516600388311
leaf_weight=6.0886120046331742 0.0091327766949110822 0.52194091181013391 0.010991476908543518 0.0086864906479604542 0.01584624343604446 0.011102826382710873 1.0150869280550971 0.54792942979838688 1.0168334475508798 7.7425170830196626 0.0028861853766527501 0.011416101068334572 0.041820359674233032 0.99566370980087981 0.020538843181896027 0.0016121319113294738 0.0038677208085520212 0.0079291065858342336 0.001441951993341295 0.064622085223163483 0.56494124793971401 0.022973874292802066 0.026597807445796207 0.015541511642425121 0.014988055292633362 0.53788761483156122 0.0043147445393305625 0.0032055767872223306 0.0028584954748112068 25.205419852704907
leaf_count=669 23 75 26 10 36 34 12 35 25 122 61 9 92 22 19 17 44 7 55 39 22 38 10 40 8 24 42 135 28 2854
internal_value=-1.87073e-06 -0.00273421 -0.0186772 0.00136456 -0.0146238 0.00601416 3.40351e-05 0.00140672 0.00273873 -5.15422e-05 -0.000715635 -0.00628229 -0.0661196 -0.00323195 -0.0294193 0.0189507 -0.0142668 0.0707668 -0.00507859 0.000117186 0.00368092 0.0282236 -0.0264433 0.0567037 -0.0118879 0.000460201 0.0104658 -0.0151741 0.0222998 0.000118446
internal_weight=44.5392 0.577701 0.0557598 0.0447683 0.0360818 0.0269491 43.9615 2.57985 1.56476 41.3817 8.43372 1.09755 0.0532365 1.04432 0.0486548 0.0281159 0.0171327 0.0109832 0.00305408 7.33616 1.24755 0.144723 0.0495717 0.0951517 0.0305296 1.10283 0.013265 0.00895026 0.00574468 32.9479
internal_count=4633 204 129 103 93 70 4429 72 60 4357 1381 531 101 430 408 389 310 79 72 850 181 135 48 87 48 46 266 224 89 2976
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=16 23 23 14 13 6 17 9 22 15 3 7 7 23 2 19 2 23 7 7 22 18 22 20 17 8 10 4 12 23
split_gain=0.00043068 0.00283527 0.00503939 0.000814949 0.000869452 0.000774483 0.00152555 0.00121039 0.000536143 0.00141395 0.00315309 0.00150607 0.010535 0.0099291 0.00662112 0.00617748 0.00390036 0.00102226 0.000855494 0.000904458 0.000790328 0.00156818 0.000954666 0.00340701 0.000754996 0.0083642 0.0105101 0.00302659 0.00278863 0.00158705
threshold=12.644970430600003 0.093635000000000024 0.075320000000000012 300.29716420680006 95.636521074450016 6.9201616884500003 177.73379099395004 40.734022239000005 0.0041150000000000015 36.776646943950006 93.794927255050013 23.883283491600004 23.393539929150005 0.074735000000000024 45.979371440700014 14.451165964200003 97.889449657450015 -0.22831499999999999 24.899526511700007 25.334697901700004 -0.0057149999999999996 13.344136431100003 -0.02903 42.409092016550012 205.09306577200002 8.4434108459500017 76.279622535200005 286.93691744620008 345.36678482495006 0.078770000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 20 11 -11 12 13 14 -10 -15 -16 -18 -13 -20 22 -22 24 -24 -2 26 28 -28 -26 -30
right_child=8 -3 -4 4 -6 6 -8 -9 9 10 -12 18 -14 15 16 -17 17 -19 19 -21 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.059581203170765595 -9.6398593701813685e-05 -0.0014160164149091973 -0.095711758679351111 -0.017611620073101738 0.080111911963257676 0.05512942957837208 -0.10001985187998577 0.089748457822007466 -0.10030366057472961 0.0089896022830902433 -0.0014294479064753517 0.0044161276798925057 -0.00061258846288147475 -0.10038103755087094 0.097158658315596613 0.00059955752134104479 -0.10009071324669067 0.029705751194731879 -0.0024294361658360325 0.00081810921521034805 -2.0133341355531601e-05 -0.0067176978333311037 0.0082381616133359818 -0.0011883148855061695 -0.092329905598409048 -0.00039621388535432487 -0.054718407126999671 0.055258488729366964 0.063877325505992455 -0.060155165916259204
leaf_weight=0.0015624388350212086 31.331552023748532 0.50048130777478705 0.0088972687062233956 0.0024175436076180196 0.0018306827860996577 0.0010373749327925452 0.0016289063899299627 0.0018565753511130545 0.0032991946209243181 0.60354266676608836 0.55991560106897964 0.55230782372058218 0.53683880634110892 0.026953402195672993 0.0078269497598171256 0.0078144758299458772 0.0014643075465748962 0.001036151928634931 1.0133528187890872 5.5791239573033318 1.0003455855758208 0.53739988464076294 0.60950701368632287 1.0336580013229921 0.025169454836940025 0.55104684369433699 0.0033474824688255475 0.0099117866329909432 0.001885671050331438 0.0022777343065172317
leaf_count=161 2204 177 595 106 22 21 35 22 3 83 51 71 43 101 20 16 65 50 37 138 7 54 116 52 92 88 58 96 14 35
internal_value=-2.01152e-06 -0.00286386 -0.0405439 0.00695623 0.0188089 0.00263887 -0.0396556 0.029023 3.17919e-05 0.000725332 0.00397542 0.000236155 -0.00464095 -0.0493274 0.0230249 -0.0776845 0.0624234 -0.0463051 0.000635641 0.000318918 -0.000143904 -0.00236075 -4.23512e-05 0.00230829 -0.000163337 -0.00369627 -0.0463916 0.0274933 -0.0797897 -0.00397892
internal_weight=44.5193 0.519712 0.0192308 0.0103335 0.00877108 0.0069404 0.00266628 0.00427412 43.9996 8.89348 1.16346 7.73002 0.585233 0.0483945 0.0136266 0.0347679 0.0103274 0.00250046 7.14478 6.59248 35.1061 1.53775 33.5684 1.64317 31.9252 0.593639 0.0425921 0.0132593 0.0293329 0.00416341
internal_count=4633 1139 962 367 206 184 56 128 3494 678 134 544 298 255 138 117 135 115 246 175 2816 61 2755 168 2587 383 295 154 141 49
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=20 12 7 18 6 0 14 3 18 10 20 21 9 16 17 17 19 7 22 22 15 23 17 18 22 2 17 23 23 7
split_gain=0.000389414 0.00694343 0.00826291 0.0171669 0.0110756 0.00280581 0.0274754 0.0158069 0.00983163 0.00546313 0.00283842 0.00232592 0.0221787 0.0124651 0.0102513 0.00756407 0.00566177 0.00217217 0.00166933 0.0382396 0.00966645 0.0149399 0.0115168 0.0088144 0.00446786 0.00212602 0.00211425 0.00176082 0.00154488 0.00131222
threshold=42.206017975500011 103.28033049195001 22.435297587800004 13.988302431200003 13.775321858200002 86.208098410950015 181.67250789200003 94.16862293520002 13.258241318650002 62.111448187750007 43.564719632750005 4.1758245803000014 197.89372115420002 22.574947209950004 200.68261045605001 204.73764675200002 13.551093343600002 24.407759398400003 -0.083834999999999993 -0.08725999999999999 30.505324983850006 0.087700000000000014 187.63270803470002 15.365045726500002 -0.15962499999999999 146.87900114440004 194.19264200700002 0.10821500000000002 0.088075000000000028 22.557405306150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3 9 10 -8 -9 12 13 16 -14 -16 17 29 19 20 21 22 -13 -24 27 -22 -25 -23 -17 -7
right_child=1 5 3 4 -6 11 7 8 -10 -11 -12 18 14 -15 15 28 -18 -19 -20 -21 25 24 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00016265523743663618 -0.087289843777468096 -0.00036176048035096867 0.077365757674445534 0.084960455411451752 -0.10081536098969984 -0.018820263778964206 -0.094311386292201121 -0.10012074424979973 0.096769437545505668 -0.030430372700336973 0.0045801833160419329 -0.068984837049177988 -0.096798240008880015 -0.10027712887847005 0.084771142987950687 -0.10013700802824931 0.10016118620537706 -0.10003363708986093 -0.00027506729842616349 0.078961524092896848 0.0013416684952841644 -0.029776614903638095 0.095311967491387414 0.052660280128950278 -0.095870568639199349 -0.0063809599697196634 -0.07151446813415914 0.098881436524052749 -0.0099093806140811737 0.090300497144890385
leaf_weight=33.953466675955454 0.019979072601372994 1.0192656158394253 0.014340718425955856 0.003974005283594372 0.016673581621944322 0.0025069715968584197 0.055106555261119072 0.0048920027772636487 0.0093149765991329403 0.01768342904392739 0.0055006813676392596 0.0059933181327328491 0.029557454930023819 0.0048477035015821448 0.0066109236067859456 0.0043693764769869858 0.020072383573278785 0.0018358372888922503 7.6171041361669189 0.064093836311655994 1.0166319970885522 0.0023841266462782959 0.040593586290341932 0.0020160117338150476 0.0091678467636029382 0.54898121073063766 0.0042867455470236848 0.0019207656993103228 0.0033545604340758928 0.0019664433900743461
leaf_count=2626 61 38 14 69 33 33 123 87 20 35 216 181 44 4 7 31 61 105 327 22 89 38 59 38 25 61 132 6 33 15
internal_value=-2.26421e-06 -0.000532778 -0.0359815 -0.00668336 -0.0650594 -0.000347205 -0.0050975 -0.0572823 0.0221644 -0.0787923 -0.0447042 0.000215325 -0.0173102 0.0471065 -0.0631425 0.00625312 0.0741886 -0.00844102 0.000356689 0.00319393 0.000218246 0.0375998 0.0615471 0.078229 -0.0564095 -0.00136627 -0.0317957 0.0276283 -0.0609505 0.0291475
internal_weight=44.5085 10.555 0.0549674 0.0349883 0.0206476 10.5001 1.11176 0.0924976 0.0197077 0.07279 0.0103927 9.3883 0.0751217 0.0312293 0.0438923 0.0143349 0.0263816 0.00630925 9.31317 1.69607 1.63198 0.0663624 0.0528897 0.0468963 0.0134727 1.56561 0.00630276 0.00430489 0.00772394 0.00447341
internal_count=4633 2007 177 116 102 1830 519 481 323 158 303 1311 333 218 115 71 214 153 978 651 629 479 410 229 69 150 170 44 64 48
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=9 2 20 15 3 10 16 15 12 22 17 4 23 3 0 0 16 20 8 9 18 15 5 2 7 16 16 20 0 23
split_gain=0.000367638 0.00286218 0.00108665 0.031144 0.0116961 0.00232729 0.00367432 0.00154389 0.00487108 0.0325114 0.0147751 0.0159873 0.00477202 0.00466196 0.00379417 0.00216464 0.00118864 0.00107467 0.00092809 0.0100604 0.00366433 0.00383889 0.00223608 0.00265906 0.00189317 0.00111815 0.00110448 0.000980003 0.00109419 0.000852259
threshold=194.03220695150003 45.979371440700014 42.154118731400011 38.469938489650012 94.16862293520002 61.944763783650011 22.604947139800004 37.491361913600009 111.90336595095002 -0.11534 198.11416596120003 196.82258699960002 0.070640000000000022 93.499196860750018 93.047535894850014 85.882794977150013 21.074950717600004 41.257948413050009 8.1436447804000007 186.70853236170004 13.317304170000002 25.716185026400002 14.608687763150002 188.61740261325005 20.714163848350005 11.949972055800002 9.7049773055000017 50.427417695700008 94.047642319350018 0.10385500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 5 29 6 16 8 -1 -10 12 -12 14 -9 -11 17 -4 -15 19 20 24 25 23 -21 -7 26 -22 28 -27 -5
right_child=1 -3 3 4 -6 18 -8 13 9 10 11 -13 -14 15 -16 -17 -18 -19 -20 22 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0001045844526072289 -0.057982534168522885 0.00018702211815181463 -0.012363451696780676 -0.10049231383131685 0.0015603064910013674 0.0096817597634161635 -0.10014923742098956 0.0094836705093929649 -0.00035025202692544181 0.079236527392950132 0.10013136819349147 -0.086945760814150772 -0.098047645995313848 2.6645766536195087e-05 -0.10004348039836836 -0.0038860810185328666 0.096041042912024255 0.0040176263985238006 0.00024866284103567087 -0.10003633838544966 0.0084083088453699006 0.082976730479994126 -0.1005397814494345 0.099704890438419971 -0.10005457845503492 -0.046408373756942733 -0.075460846454512981 -0.061207408361067528 0.042582707552140879 -0.069260802352481915
leaf_weight=4.6051715642421067 0.0084609480691132388 32.535210649681815 0.0049853865401957576 0.039241845146676613 0.0173870842576207 0.0027553748195965891 0.0059486418031156063 0.60550336399683136 0.51586201226324258 0.0028489006765043253 0.0096366307698190178 0.0086851136740293718 0.059734945925879801 1.9014523060105837 0.00201568074933689 1.0282136450223331 0.0012689265877270373 1.0457993680834077 2.0234549755550688 0.00132375409567942 0.003506375238048475 0.0094375264427375427 0.01223242185824347 0.0013423292921856955 0.0036609399605254112 0.0015933607630103106 0.0028435764504273209 0.001282641329181545 0.010398552814876894 0.011240175314355838
leaf_count=228 17 2141 230 65 25 27 7 55 438 42 3 112 153 51 65 31 7 18 32 66 190 65 25 5 75 61 113 135 131 20
internal_value=-2.22699e-06 0.000171899 -0.000476871 -0.0025103 -0.0691755 -0.000341349 -0.0438844 -2.9263e-05 -0.00120779 -0.00969245 -0.0678112 0.0114506 -0.0902915 0.00130954 0.00495033 6.45397e-05 0.00963055 0.0014428 -8.51301e-05 -0.0134924 0.0154666 0.0305672 -0.0824534 0.000530097 -0.0529302 0.0053632 -0.0291492 0.0218724 0.0307585 -0.0935384
internal_weight=44.4825 32.5437 11.9388 2.1539 0.0678691 2.08603 0.012203 9.78492 5.20395 0.598783 0.0829213 0.0183217 0.0645995 4.58097 0.00486458 3.97547 0.00625431 2.94725 2.07383 0.0503769 0.0354783 0.029062 0.0148985 0.00266608 0.00641631 0.0196245 0.00634995 0.0132746 0.0119919 0.050482
internal_count=4633 2158 2475 1279 110 1169 244 1196 1041 813 375 115 260 155 107 100 237 69 925 893 797 695 96 71 102 630 303 327 192 85
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=5 6 3 20 10 23 23 23 23 15 2 22 6 23 6 20 20 22 0 23 21 20 22 8 23 23 16 22 21 8
split_gain=0.000365631 0.00178941 0.00108208 0.00106593 0.00674226 0.00703257 0.00327493 0.00188543 0.00147314 0.00101251 0.00306251 0.00207643 0.00436719 0.0214829 0.013435 0.0130736 0.00577931 0.00151699 0.0124065 0.0119869 0.00675036 0.00510349 0.00507457 0.00785601 0.00254987 0.0110339 0.00246351 0.00240764 0.00665466 0.0455842
threshold=23.714185006400005 16.405383309150004 93.292185584700022 41.559097512700014 61.998532946250002 0.10249000000000003 0.10214000000000002 0.082325000000000023 -1.0000000180025095e-35 38.86986296220001 133.24279810655003 -0.094409999999999994 16.425383776450001 0.10307000000000002 15.635365317800002 41.808689985400001 43.118479346150004 -0.10040499999999999 86.420486603250012 0.099855000000000027 0.15802222800000001 40.408647214050006 -0.11963999999999998 8.3434888241000014 -0.249005 -0.27118499999999995 18.594956516900002 -0.059424999999999999 3.4465547941500003 8.7431769115000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 5 6 7 8 -5 17 -11 -12 13 14 16 -16 -13 18 19 21 22 -1 23 26 25 -19 -20 28 29 -26
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 12 -14 -15 15 -17 -18 24 20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.020820236391258545 -0.0061836821027616649 0.004059580831333392 -7.1645255378527078e-05 -0.024271460424767442 -0.0021784715040957044 -0.098051549858628767 0.10009068808509124 -0.0678729198414426 0.079034424021320326 0.0074135450989854176 -0.0021588631528918541 -0.074883135903859255 0.00042283539511289638 -1.3404761697083739e-05 0.022165981419524361 0.088461954091240649 0.036545321803561195 -0.068336967762467171 -0.0018446134086421409 -0.06722369731511689 0.00064323044681865603 0.093773654072226653 0.091479685967952334 -0.10016771365923888 -0.072363988377105976 0.074018170116762733 0.092296268034126563 0.00019297395353475873 -0.0010864893116340469 0.00046587239312468888
leaf_weight=0.014160139887563594 0.55086331492200979 0.53868016642809324 3.4369802754586876 0.0036087572693103151 0.50367788075170594 0.015397632619425394 0.0026613445952534684 0.0051204237207684855 0.0022354197608358542 0.70484868922358046 2.0685069596506196 0.012188566226086439 4.189469492410808 0.53385713909574406 0.056975209048687248 0.062239276274340227 0.0075303251214791081 0.0078058800076852832 0.0046956973762405305 0.007418069863206255 5.224615105705448 0.02970463618011765 0.014222588749560845 0.0046470608157278539 0.10354102287541067 0.018001017796416108 0.0068124182379847298 17.496200720932276 8.3272737517296154 0.50555968842218135
leaf_count=33 149 22 384 202 89 19 1 59 15 80 63 68 91 21 34 19 8 47 147 14 1158 94 28 12 262 39 10 1019 438 8
internal_value=-3.16957e-06 -0.000803459 -0.000146065 -0.000716765 -0.00487907 -0.0517455 0.000581465 -0.0235716 0.0152434 9.95922e-05 0.00113354 0.000494877 0.00162383 0.00910245 0.0441305 0.0567777 -0.0323304 -0.00014895 0.00139419 0.0503416 0.000916523 0.0702233 0.0479196 0.00957053 -0.00045843 0.0309596 0.0538836 -0.000489105 -0.00182452 -0.0119145
internal_weight=44.4595 5.05923 4.50836 3.96968 0.532701 0.0290236 0.0136259 0.0109646 0.00584418 39.4003 7.63562 6.93077 4.86226 0.672791 0.138933 0.119214 0.0197189 31.7647 5.30628 0.0512828 5.25499 0.0438648 0.0303778 0.0161552 26.4584 0.0258069 0.0115081 26.4326 8.93637 0.609101
internal_count=4633 940 791 769 385 296 277 276 217 3693 384 304 241 150 129 53 76 3309 1496 141 1355 127 197 169 1813 86 157 1727 708 270
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=16 21 9 6 6 20 20 3 17 9 9 21 20 21 6 22 20 8 22 16 2 20 23 22 22 21 21 23 23 20
split_gain=0.000332049 0.00247197 0.00144117 0.000409039 0.000381319 0.00185498 0.029581 0.0128646 0.00939351 0.00177466 0.0224711 0.00867952 0.00823211 0.00210176 0.00129581 0.00110334 0.00397157 0.00203651 0.00163253 0.00162186 0.000962243 0.000941729 0.00715939 0.0101452 0.00837482 0.00676279 0.0134433 0.0139729 0.0112402 0.00895519
threshold=12.644970430600003 3.0344668838000004 44.621685408200008 11.895277931250002 16.455384477450004 42.123054668150012 42.844429421150004 93.969677033550013 188.85216786605002 201.65416293750005 193.70978346765003 3.1113400544000003 44.202975721700007 7.3938557349000016 16.575387281250006 -0.053874999999999999 41.037275035300006 8.4434108459500017 -0.074029999999999999 22.654947022900004 193.30716668855004 40.300545846000013 -0.10696499999999999 -0.091639999999999985 -1.0000000180025095e-35 3.1734339793000008 2.0502020052500005 0.080375000000000016 0.091510000000000022 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 21 15 7 -7 -9 10 11 -8 -13 -14 -15 18 17 -17 20 -20 -6 22 23 -2 -25 26 27 -23 29 -28
right_child=4 -3 3 -5 5 6 9 8 -10 -11 -12 12 13 14 -16 16 -18 -19 19 -21 -22 25 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.040403955424325858 -0.056639812171611639 -0.0017500879857359278 -0.10007104555715346 -0.030113306104348311 0.00028018067845328286 -0.10049605339553885 0.098043158593537655 -0.10022151786002043 0.06313323808855098 -0.0015151933990879495 0.068238737727056339 -0.098076583034055753 0.088329063486718803 -0.10002767948315959 0.031974379465163787 0.0024453356103341342 -0.0090699226131066776 -0.0026549873573676014 0.0078855683042034063 0.0001632183276314276 -0.0040799762669691602 0.076906572886881464 -0.00082343251768399292 0.086883182334684783 0.0028512686249900013 0.00048349118998653384 -0.08159092931112949 -0.028018741096039298 0.093795904027007035 0.049432562770692967
leaf_weight=0.00108445204180621 0.010224693455036959 0.51192382573467887 0.0042166600972217416 0.0010423951079218119 9.0334593021771621 0.043998756307829567 0.0035863306767111016 0.0054330276365412997 0.0099982670516283179 1.0083402042658205 0.036487452293840761 0.020623561428686266 0.0032645738187504483 0.0013551026850393555 0.0016481750228845016 1.5514610798630313 0.5903837108666109 1.5802961090366805 0.55815797034847558 0.53041212077096134 0.53619504166581045 0.016225908912931852 9.0159182259132749 0.029267964444390948 0.019940353857179516 19.198781207192646 0.0079509240449624485 0.058272408759705741 0.0358560751828918 0.015167804260840967
leaf_count=161 49 744 201 33 343 54 10 41 22 43 33 109 21 46 35 50 81 61 27 16 92 55 714 27 50 1213 44 161 13 84
internal_value=-2.49295e-06 -0.00251888 -0.0645604 -0.0862048 2.71992e-05 -0.000371495 -0.00426401 -0.0729426 0.00561953 -0.000468274 0.0152959 -0.0480864 -0.0675747 0.0327877 -0.027586 -6.43415e-05 -0.00154657 -0.000128306 0.000453293 0.00412281 3.58778e-05 0.00024495 -0.00059539 0.0339984 0.0528315 0.00063944 0.0230711 -0.00516576 0.0587406 0.00437135
internal_weight=44.441 0.518267 0.00634351 0.00525906 43.9227 15.5151 1.13474 0.0594301 0.0154313 1.07531 0.0669652 0.0304777 0.0268914 0.00626785 0.00300328 14.3804 3.72214 3.13176 10.6582 1.08857 9.56965 28.4076 9.07535 0.059433 0.0492083 19.3323 0.133473 0.0744983 0.0589748 0.0231187
internal_count=4633 1139 395 234 3494 1084 414 117 63 297 254 221 211 102 81 670 192 111 478 43 435 2410 840 126 77 1570 357 216 141 128
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=21 19 15 22 22 22 15 15 0 22 20 6 19 19 20 15 9 21 20 9 20 9 15 21 8 9 10 18 0 7
split_gain=0.00041144 0.0145036 0.0156111 0.0074052 0.00217374 0.00231941 0.00139499 0.00277497 0.000482583 0.00375699 0.0395551 0.0256078 0.00808656 0.00667016 0.00276439 0.00172584 0.0255412 0.00195145 0.00560798 0.0375779 0.0116806 0.00658856 0.001652 0.00163777 0.0013462 0.0016297 0.00128548 0.0010993 0.00512575 0.00202362
threshold=15.833449912500003 14.351157895250003 46.327654127900004 -0.14174999999999999 -0.054875 -0.033594999999999993 37.646552559600003 25.852338405700003 86.345209775600011 -0.053874999999999999 40.467253020850002 16.565387047600002 14.451165964200003 14.551174033150001 41.243661560350013 34.969820938750011 185.98753508445003 7.0919822770000005 40.518963363600001 186.70853236170004 43.895345911700005 201.16241229375001 41.54912092575001 14.731151610350002 8.7431769115000026 199.17419511990002 57.772276765200012 13.328768336950002 86.624809421150005 22.929105819350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 -5 -6 7 -2 9 15 22 12 -12 14 -13 16 -1 18 -17 -20 21 -21 -11 27 -18 -26 -16 28 -10 -29
right_child=1 -3 -4 4 5 -7 -8 -9 23 10 11 13 -14 -15 26 17 24 -19 19 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00012283939533156945 0.035036673175388042 0.057871332285249669 0.003260411051796436 -0.09529505982125866 -0.0035557441604049029 -0.092020975262480875 0.10005975610664744 -0.10007164459734733 0.010240573048949616 -0.0054593398716824577 -0.10023865498216476 0.094452778520501157 -0.03935750883581942 -0.10014499392492711 0.051046280032693264 0.00018049977537970376 0.10013448489406392 0.00079741096403263705 -0.00017564476340029066 -0.10094054445773021 0.012356667884866404 -0.03707791419885758 0.0014251317529266705 0.0055992199402212523 0.095908121611885958 0.024269807820181698 -0.1000291131694014 -0.0062213041345070986 5.6422117650127063e-05 -3.0270151079764686e-05
leaf_weight=0.51738687805843397 0.0061819467947366036 0.044003250675132222 0.51440075199207058 0.02445183326781597 0.0065971529620583169 0.0053810629178356884 0.0017545259324833759 0.0020159018430128128 0.58882824851024596 0.51463428097534158 0.06745712407533222 0.012649818815845038 0.032246376673114696 0.0025030322105408223 0.0011077643576742355 1.8979792377640463 0.024002774676773697 6.1595268302818482 0.51923564075104867 0.058624680433723597 0.015140243496944095 0.022299452648837814 1.0800560063994451 0.54312564730866952 0.0063137572578852996 0.0063888247869954284 0.001145758366774885 0.53805795288607328 3.0753974217427142 28.134556649838991
leaf_count=457 121 32 5 56 6 42 1 36 31 50 59 25 29 15 96 48 25 152 42 72 14 42 32 77 5 35 29 243 97 2659
internal_value=-2.20897e-06 0.00258824 -0.00174968 -0.0573137 -0.0781983 -0.0432976 0.0191329 0.0018127 -3.79625e-05 -0.000613322 -0.004916 -0.0610099 -0.0805483 0.0509056 0.0762747 0.000184923 0.00559572 -0.000160765 -0.00250906 -0.0108054 -0.0682599 -0.0833426 -0.000796607 0.000153451 0.0862027 0.0598773 -0.025765 6.1985e-05 0.00169298 -0.000146448
internal_weight=44.4235 0.604786 0.560783 0.0463824 0.03643 0.0119782 0.00995237 0.00819785 43.8187 10.9387 1.7118 0.11711 0.0997035 0.0174064 0.0149033 9.2269 0.554092 8.67281 2.51328 0.6153 0.0960644 0.0809241 1.59469 32.88 0.0367054 0.0127026 0.00225352 32.3368 3.66423 28.6726
internal_count=4633 299 267 262 104 48 158 157 4334 1227 335 253 88 165 150 892 522 370 218 170 128 114 82 3107 65 40 125 3030 128 2902
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=21 19 15 22 22 15 15 4 7 13 20 15 21 23 23 3 20 22 22 9 8 16 21 13 15 20 0 15 22 5
split_gain=0.000332847 0.012189 0.0136113 0.00656208 0.00218856 0.00128288 0.00244733 0.00108364 0.000417206 0.00368949 0.0102366 0.00731446 0.00493864 0.00437424 0.00547536 0.00345633 0.000844859 0.00107026 0.00113606 0.00109262 0.00175783 0.000675155 0.00410632 0.0235699 0.0152704 0.00184027 0.000871223 0.000805 0.00197515 0.00186037
threshold=15.833449912500003 14.351157895250003 46.327654127900004 -0.14174999999999999 -0.054875 37.646552559600003 25.852338405700003 184.37197564920004 22.398098708400003 117.60122400020002 40.890797847750008 31.028113015250003 5.8920528450000011 0.4888550000000001 0.10453000000000003 94.031511570550009 49.292797572200008 -0.0309 -0.23557500000000001 66.544071737050004 3.5472317755000007 22.644947046300004 5.3499444300500008 117.60660091645001 42.629181320700006 41.835830569250014 85.882794977150013 44.732387748900003 -0.085550000000000001 23.195398057700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -5 6 -2 -6 9 10 12 16 13 14 15 -1 17 18 -12 -20 -21 27 23 24 25 -23 -24 29 -29 -10
right_child=1 -3 -4 4 7 -7 -8 -9 21 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.074976925145747789 0.031926158556089136 0.053888043921223296 0.0029410654993215816 -0.094202053428817836 -0.011449786948371704 0.10005406305521887 -0.10006482046001307 -0.072792933860762729 -0.00010744349754800115 -0.00069324695326654882 -0.032307358495765763 -0.09813454553190934 0.097247935066480218 0.10005838637630951 -0.091389071723677454 -0.1000213658474038 -0.073377905904094751 -0.062567297909982084 0.068820818753985893 -0.10004023381159684 0.056235880206870141 0.10013163510650283 0.0019675081426071745 0.0014316058740021377 -0.015524908005457012 0.065087666099953659 -0.00094232647459106713 0.00028688571338933818 -0.0071057022546135856 0.0056680897283527924
leaf_weight=0.0051019161211111053 0.0061098449944800848 0.042606566056065276 0.5132909396179457 0.022369077173335694 0.0060609816573531372 0.0015876464312896141 0.0018241814557775626 0.0054865272542095056 33.862289422498506 2.4515382699161279 0.0033917577955061579 0.020776549663295896 0.0067620454122874199 0.0032504202099516979 0.0068980002189391598 0.0014492026276233805 0.0016337763276617076 0.0020889657177384216 0.0044572981686883395 0.0012439609054126777 0.0017080709210119949 0.033128546576334794 1.5513472015585632 0.58406879878577911 0.020534038380446873 0.027361110056517646 3.0556061213023327 1.0256268578820309 0.55807103252384038 0.56705905224551045
leaf_count=32 121 32 5 56 3 1 36 45 2850 205 174 62 25 2 15 191 51 154 48 19 36 31 51 75 33 15 44 76 94 51
internal_value=-3.06907e-06 0.00233758 -0.00160759 -0.055357 -0.0759508 0.0179987 0.00157896 -0.0405955 -3.51006e-05 -0.00128679 -0.0260491 -0.0600757 0.0251475 -0.00404773 -0.0292084 0.0362648 -0.00563206 0.00295452 0.0156267 0.0375693 -0.00961753 4.10069e-05 0.00109793 0.00844312 0.0589864 0.0842803 3.75323e-05 -0.00011372 -0.00231815 -1.23192e-05
internal_weight=44.3947 0.599336 0.556729 0.0434383 0.0339166 0.00952167 0.00793403 0.0115475 43.7954 2.5103 0.058762 0.0353004 0.0234616 0.0166995 0.0134491 0.00655112 0.0145238 0.0128901 0.0108011 0.00740933 0.00295203 41.2851 5.27205 0.665092 0.0810237 0.0604897 4.60695 36.013 1.5837 34.4293
internal_count=4633 299 267 262 104 158 157 48 4334 1014 809 544 265 240 238 223 482 431 277 103 55 3320 249 154 79 46 95 3071 170 2901
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=23 10 22 10 2 9 15 3 9 0 21 20 17 22 18 20 15 23 23 9 9 17 15 20 8 3 19 17 2 15
split_gain=0.000323584 0.00244426 0.0135343 0.00541839 0.0025204 0.00188083 0.00132371 0.00337874 0.00108029 0.000844446 0.00079176 0.00086282 0.00142429 0.000765778 0.000679738 0.000776182 0.00055413 0.00138941 0.00799351 0.0398805 0.0257593 0.00234844 0.00216326 0.00159593 0.00363277 0.00127776 0.00139492 0.0103426 0.00895552 0.0132013
threshold=1.0000000180025095e-35 61.93938686740001 -0.06828999999999999 61.740440965750004 63.548891378550003 203.42345995920002 39.864684991950007 97.889448987750015 70.238863950400017 71.249517373150013 15.004713615700002 41.444941515100005 190.37043331840002 -0.11534 14.414681958350002 39.571921479100006 37.882159664350006 0.10249000000000003 0.094595000000000026 200.84251237905002 195.46053662500003 191.06791329340004 45.484733152800011 40.986363433950011 8.543332867800002 91.80009132230002 14.451165964200003 202.72018094520004 219.56639384385002 43.79812286300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 -4 9 -6 11 12 14 -13 15 -3 -2 18 25 20 -20 23 -23 -19 -25 -18 -27 28 29 -28
right_child=16 5 6 -5 8 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 17 21 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.088707318069564209 -0.00014745133508155457 0.00409196748707289 0.10004330522412319 -0.10015809079495226 -0.051872474344067866 -0.0064725819134311153 0.10016973110822316 -0.1000497778035887 -0.10002775380874843 0.046452200015262443 -0.0040031720582251931 0.00035530372954796025 0.0054615750381057778 -0.0050948956298064339 -0.0032928754288515829 -0.00021202479970386877 0.0049126596159865775 -0.0010353137423283188 0.0099907357503778507 -0.00040208777710507026 0.096869734451327461 -0.0087316160892842078 0.00010321442947908132 0.0093295417163668116 -0.00054661524269245833 -0.00062292021343078867 0.048775556846614616 -0.00059619202300842172 0.092391812446569022 -0.059260599075373135
leaf_weight=0.003029650384632987 26.963890843868271 0.52837731229242146 0.0025441609323134653 0.0078404944021599476 0.0015726764910937163 0.54066719984298117 0.014010574464919046 0.0012627557319611071 0.0014391175342836071 0.0019646248884797046 0.51311597944008003 0.5066893136468309 0.56746368522994606 0.52481810892924208 0.51841260478782425 2.0242446281451407 0.57828795061243266 2.4558856291114353 0.059748304229287785 0.53904125541566827 0.079586375804865384 0.59430605884517695 0.51933545683277771 0.58216239351398247 1.0338848944120114 4.63402630835796 0.038454170890417916 0.50969634687439225 0.022166360971169752 0.01602325053343634
leaf_count=11 2755 58 2 42 70 117 4 114 121 38 83 116 140 109 77 109 116 41 33 43 21 58 20 43 18 137 38 27 41 31
internal_value=-2.59829e-06 -0.00070197 0.0261649 -0.0410692 0.0167976 -0.000859986 0.0859618 0.0336724 -0.0269811 0.00273726 -0.000274519 0.000135166 0.000858896 -0.00241769 8.4156e-06 0.000678876 0.000101646 0.000677559 0.00165418 0.0119251 0.059615 -0.000542291 -0.00461158 0.000570628 0.00301116 0.000452604 -4.14605e-05 0.00455399 0.0388038 0.0169993
internal_weight=44.3839 5.75745 0.0336641 0.0158466 0.00800607 5.72379 0.0178175 0.00380692 0.00497642 0.0035373 5.18312 4.67001 3.6385 1.03151 3.07103 2.55262 38.6265 11.6626 6.47703 0.678376 0.139335 5.18557 1.11364 4.07193 1.61605 5.79865 5.22037 0.58634 0.0766438 0.0544774
internal_count=4633 1211 402 282 240 809 120 116 229 108 692 609 384 225 244 167 3422 667 487 97 54 180 78 102 61 390 274 137 110 69
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=21 17 21 17 20 9 16 15 23 17 23 9 20 20 13 18 2 9 6 10 9 20 2 6 22 20 5 22 23 8
split_gain=0.000331156 0.00186713 0.00165853 0.00405303 0.00132841 0.0138707 0.0107007 0.00608903 0.00463501 0.0171596 0.00827618 0.00316447 0.00144612 0.000976197 0.0167416 0.00339987 0.00166296 0.0111012 0.0112995 0.0129033 0.00821034 0.00140322 0.0033578 0.000991348 0.00163928 0.00509887 0.0635959 0.00224255 0.00147211 0.00140768
threshold=4.5589219677500008 162.04221493815001 4.8542393434000006 191.86029796145002 42.243697547450004 202.70031010240004 22.664946999500003 31.975879077800005 0.083395000000000011 192.44445991605002 0.083070000000000019 66.136595672450014 42.876019054300009 39.198779702000003 113.98793627290001 13.552878921100001 63.548891378550003 198.73585755510001 14.845346859150002 80.538140213850014 190.64005357525002 36.165040341950011 82.092636011950006 16.465384711100004 -0.059424999999999999 41.037275035300006 23.195398057700004 -0.094409999999999994 0.10020000000000003 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 8 7 12 9 10 11 -6 -7 14 16 -16 -4 20 19 -19 21 -18 -23 29 27 -26 -27 -25 -29 -15
right_child=2 4 13 -5 5 6 -8 -9 -10 -11 -12 -13 -14 23 15 -17 17 18 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.075735030049638052 0.010214887359073895 -0.00016664610901685623 0.0013720954337116912 -0.00037373039561579762 0.022443777525632744 0.038698802712266535 0.047185435498046047 -0.10053776340003757 -0.0031496285001516907 0.091633285472068893 0.081548189583952074 -0.10021993953667015 -0.050763792787722056 -0.00014993235823764032 0.03524141426175393 0.092583484852821321 0.098991429241219633 -0.10012467193332185 0.069956441260983715 0.089134438261283061 -0.10031814693828517 0.10002767274499103 -0.10006269122929874 -0.0060748765110486399 -0.00065405883378116423 -0.0982609302075272 0.0011160988451649814 -0.00093556424403903275 0.0023113608679856371 0.0019469683023587874
leaf_weight=0.0032859490867725985 0.5573222490958355 15.511532187945997 0.50702015194110628 1.0288009195276115 0.0025850853361276691 0.0042597404611655057 0.0079577931096537213 0.030019157674189501 0.52900786006171652 0.021937507525692013 0.0042925141460727892 0.011281046626754332 0.0031377950704580826 12.979423708563063 0.01971146528785539 0.021748040802776814 0.0022412384375753982 0.011630277731399019 0.019764660393917666 0.005218849248520562 0.018702369420315001 0.0016259507974609733 0.0017321805199017604 0.5609322800388038 2.0456323065704392 0.073487481969948365 0.52050512944276495 3.0398520772346274 2.5827410730192923 4.2496714417033479
leaf_count=150 46 1572 5 35 60 21 12 115 75 108 4 98 28 1366 27 18 20 52 16 41 36 2 43 171 41 34 132 74 30 201
internal_value=-1.13939e-06 -0.00036265 0.000205281 0.00334683 -0.000347292 -0.00490741 -0.0581165 -0.0805122 -0.000665067 0.0321149 -0.0397893 -0.0773515 0.000751666 1.83876e-05 0.00397477 0.0653208 -0.000503514 -0.0161148 0.0186642 -0.0415035 -0.068514 0.0377144 -0.0031823 -7.41572e-05 -0.000936162 -0.00302239 -0.0111786 -4.55929e-05 0.000555912 0.000367282
internal_weight=44.3771 16.1293 28.2478 1.58612 16.126 0.614479 0.0453745 0.0374167 0.569104 0.0400962 0.0181586 0.0138661 0.00739754 26.6616 0.609395 0.0414595 0.567936 0.0609155 0.0366138 0.0168491 0.0243017 0.00559937 0.00335813 26.0522 8.82315 2.63962 0.593993 6.18353 5.62259 17.2291
internal_count=4633 2243 2390 81 2093 521 176 164 345 270 162 158 49 2309 260 45 215 210 109 93 101 65 45 2049 482 207 166 275 104 1567
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=22 16 9 9 20 17 12 5 19 22 10 21 8 4 19 9 22 17 5 22 6 16 2 18 23 6 2 23 22 22
split_gain=0.000293541 0.000869843 0.00105068 0.00369598 0.00251231 0.00142852 0.00111449 0.00347499 0.0233813 0.00866945 0.00762661 0.00338273 0.0289662 0.00267128 0.00191412 0.000906524 0.000798124 0.00456133 0.0128308 0.00549687 0.038931 0.012934 0.00469301 0.020026 0.00496046 0.00366379 0.00362296 0.00437305 0.00330992 0.00605985
threshold=-0.036264999999999999 22.654947022900004 204.68881850780005 210.85023439230002 42.498713093000006 196.58703564235003 165.75658866060004 17.687678651600006 14.451165964200003 0.11061500000000003 68.20618276945001 4.9210127084000002 7.8438787148500007 170.02009443710003 14.351157895250003 201.65416293750005 -0.053874999999999999 179.03071761140004 18.678742451450002 -0.064729999999999996 14.865347326450001 22.634947069650003 71.708303056200009 13.24088655595 -0.49124499999999999 16.305380972600002 77.002902305750027 0.081235000000000016 -0.087660000000000002 -0.22147500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 6 4 -4 -5 7 -2 9 -9 13 12 -8 -11 -14 -13 17 18 -1 22 -21 -22 23 -19 -24 -25 -18 -28 29 -20
right_child=1 -3 3 5 -6 -7 11 8 -10 10 -12 15 14 -15 -16 -17 26 19 28 20 21 -23 24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.090924508176311716 -0.00037781299524764921 0.0040003923795936111 0.011011421374607045 -0.0051491020628017595 0.0014307058953565398 0.0007507102956577005 -0.00024572137831427527 -0.1005818199474672 -0.0010512187181289346 -0.028450216292267395 0.022918112918035374 0.00014231646360970889 0.089091140723222606 -0.091227940305015576 0.054661321237144747 -0.004219008283881851 0.00018252005711647819 0.028310386176165703 -0.015663815026102708 -0.0027401897153916765 0.081680149992658518 0.013525143017472438 0.074890214324020418 -0.10037767866518249 -9.0217007999994134e-05 -0.033160690374735423 0.00020264386576985066 -0.012362614771442904 -0.065367445286250339 0.082789239758773558
leaf_weight=0.020535342020127856 3.0369622140271009 0.63216595076926374 0.58160041718625188 0.51298743963575288 0.51700502838654661 2.0522653077257527 0.50682291208457808 0.031711612938049583 0.50257050433719996 0.012040152127156034 0.016055346379289404 5.0778908076716958 0.030259831488365307 0.015509096639760855 0.034622591849256423 0.52595066989499617 3.5312952930107762 0.034913315743313578 0.014937044763051242 0.5294548633181887 0.084210738132242113 0.041599188105465146 0.0088263326557534993 0.024095008251737049 24.837780517292391 0.012222562043461949 0.52977321313267622 0.58044275864383321 0.0047445594304633678 0.010751905081747283
leaf_count=235 191 108 90 60 73 127 134 134 9 14 10 291 22 32 19 29 20 32 481 49 43 22 25 83 2109 10 24 61 17 79
internal_value=-1.92352e-06 0.000375172 0.000204837 0.0016494 0.00650273 -0.000429107 -0.000335761 -0.0017303 -0.00883802 -0.0607978 -0.0318648 0.000480531 0.00780798 -0.0637915 0.0707187 -0.000267017 -0.000177434 4.11236e-05 -0.0298444 0.000100687 0.00914161 0.0591446 -0.000137062 -0.0257683 -6.35815e-05 -0.077756 -0.00138401 -0.00636672 0.0113701 0.0255429
internal_weight=44.352 14.0864 13.4543 3.66386 1.09861 2.56525 9.7904 3.61485 0.577887 0.0753162 0.0436046 6.17555 0.571705 0.0275492 0.0648824 5.60384 30.2656 25.6241 0.0509689 25.5731 0.655265 0.12581 24.9178 0.0712309 24.8466 0.0363176 4.64151 1.11022 0.0304335 0.0256889
internal_count=4633 1343 1235 350 163 187 885 390 199 190 56 495 175 46 41 320 3290 3185 812 2373 114 65 2259 125 2134 93 105 85 577 560
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=0 20 22 15 21 22 20 9 13 16 8 16 22 22 8 21 4 15 16 17 23 17 15 23 7 16 13 20 3 0
split_gain=0.000311304 0.00241263 0.0313667 0.0062258 0.00348125 0.025229 0.00902983 0.00579407 0.00301085 0.00122888 0.00335113 0.00134223 0.000886834 0.00291129 0.00113345 0.000859156 0.0306468 0.00910836 0.00293128 0.00109435 0.00115539 0.000852617 0.0058918 0.00515282 0.00226516 0.00114136 0.0332727 0.0387799 0.0261692 0.0192682
threshold=86.345209775600011 41.965446242000006 -0.075639999999999999 43.79812286300001 11.007427546000001 -0.086800000000000002 43.321682097200004 194.57718764590001 116.51508691550002 22.614947116400003 8.4434108459500017 22.624947093000003 -0.053874999999999999 -0.036264999999999999 8.6432548896500023 14.731151610350002 250.04947801505003 25.852338405700003 15.664963368500002 203.65799419860002 0.080375000000000016 191.20566072810004 37.882159664350006 -0.54009999999999991 23.109894804950002 18.684956306450005 104.19926021995002 43.61821939175001 85.667718326750006 97.789976036950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 6 -6 8 -8 10 -1 -11 -13 -14 -15 21 -17 18 19 20 -18 22 -2 -23 -25 26 29 28 -28 -26
right_child=15 2 3 -5 5 -7 7 -9 -10 11 -12 12 13 14 -16 16 17 -19 -20 -21 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.00025169848819223752 0.00024045375703845022 -0.0025463741090303738 -0.098761742843436112 -0.0034226027413440927 -0.099314058820682172 0.092777768671249899 0.046488480680005426 0.10004780124330699 -0.10015647461657934 -0.0052607628317327326 0.0087015240779071031 0.00039093448313873833 -0.0082860368804299183 0.0039650847478837825 -0.0024686157094169188 -0.003801648323350594 0.018253370877888777 0.090958273857074445 -0.10018822731929181 0.079870817573919603 -0.10008211464577357 0.092711044474504234 0.010562120313513321 -0.0065235423230095959 0.075835417546912628 0.00013084050751747595 -0.099704897284281266 0.083654031473957668 0.027033297341799153 -0.00051551606567809885
leaf_weight=1.5323045401607687 8.7850537486117481 1.0628101117494191 0.041044186486250633 0.0082213735199871962 0.014356711968005698 0.026250916320350259 0.002232492204115033 0.0050378759624436498 0.0037550134857227135 0.55595045008521804 0.57490361536864032 5.9970413604086161 0.53497412387196175 0.5418447677584477 0.55360162296938142 0.51370954867611784 0.004275247101817925 0.048053567179543677 0.0027957999937715527 0.0021597990386575949 0.0010223957916615234 0.0059622146049517202 0.59018197699333619 0.56422502328062307 0.033584065240034877 20.11473562444786 0.085789648649267636 0.01786144454672467 0.02011136071087094 2.0905330504780473
leaf_count=336 1112 306 165 35 46 8 29 4 42 20 51 177 17 29 34 61 88 60 43 29 23 6 42 90 64 686 170 8 31 821
internal_value=-1.62002e-06 -0.000450576 -0.00476635 -0.0828517 -0.00131448 0.0240428 -0.0470449 0.0210174 -0.0454787 3.74711e-05 0.00219098 -0.000517053 -0.000171293 -0.00223929 0.00071371 0.000154781 0.00399646 0.0727013 -0.012863 0.0198753 -0.00458428 8.67642e-05 0.000890215 -0.000241697 -0.00026587 -0.000107984 -0.00224506 -0.0526475 -0.0756364 0.000691656
internal_weight=44.3344 11.4543 1.16371 0.0492656 1.11444 0.051633 0.0253821 0.0110254 0.00598751 10.2906 2.10721 8.18341 7.62746 1.63042 1.09545 32.8801 0.572016 0.0583068 0.0102532 0.00745744 0.00529764 32.308 9.37524 22.9328 22.9268 22.3626 2.24788 0.123762 0.105901 2.12412
internal_count=4633 1299 635 200 435 129 121 75 71 664 387 277 257 80 63 3334 304 243 183 140 111 3030 1154 1876 1870 1780 1094 209 201 885
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=14 9 3 20 22 6 13 0 18 13 10 6 7 6 5 18 16 0 22 17 23 9 9 3 23 21 18 13 13 20
split_gain=0.000358432 0.00609308 0.0146635 0.00903999 0.0141992 0.00717255 0.0068113 0.0156937 0.00890578 0.0061816 0.0055149 0.0051199 0.00400531 0.00307885 0.0046272 0.00288593 0.0316724 0.0162112 0.0104081 0.00984155 0.00850305 0.00621571 0.00395167 0.00359126 0.00847435 0.00278151 0.00330834 0.00264421 0.0023956 0.00211781
threshold=264.19645454725008 192.20980299475005 92.585121096400016 40.636252116050009 -0.059424999999999999 15.825369757250002 104.19926021995002 97.886760529650019 15.589604336850003 117.39690118230001 68.20618276945001 13.855323727400002 26.296311413900003 13.665319288000001 14.608687763150002 13.988302431200003 18.634956423400002 88.350799540950007 0.0027500000000000003 204.37664599445003 0.08919500000000001 213.92163633680002 220.34006501145004 90.461239173300015 0.087245000000000031 5.9607024329000007 17.370891598500005 81.769454037550005 96.975373223400013 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 10 7 -3 -9 -5 -2 13 28 14 25 -8 -17 19 21 -18 -21 23 -23 24 -19 29 -27 -14 -12 -10
right_child=1 6 3 9 -6 -7 15 8 11 -11 12 -13 27 -15 -16 16 17 18 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00015834834183232026 -0.10015188260722026 0.088494606708647408 -0.10023158086410629 0.01672199296770158 0.099542386033980107 0.10007877642153325 -5.8006050490956068e-05 -0.10010660796198323 0.06410896969642986 -0.10063164034357973 -0.00039146248604626929 -0.10014444739809465 0.035649726911000094 0.10005800056437497 -0.10004222672377382 -0.091316556855350839 -0.098154515518613428 0.093535060592201333 -0.0015986608679835678 -0.064573108074978999 0.057254275659908628 -0.056788460127617152 0.037864495001465298 0.091484959944246547 -0.0063443231323504386 -0.10008990694690306 0.033839327671475385 -0.093547322597552815 0.072265386407728741 -0.040626637167810259
leaf_weight=33.635373231812892 0.0048629192841480031 0.028261359861061153 0.0065794697896706111 0.0051743602781812994 0.0077469873031077441 0.0087780962639953941 9.8242160182382072 0.0083100481953124472 0.015077359512661204 0.03386669143593668 0.0080642675009295894 0.0035129077004967249 0.0024329080943527584 0.0048922059359028927 0.00315306894697187 0.04161909931571095 0.026305138358566182 0.015043845230081843 0.52094730036333203 0.012486049075960182 0.010586633401999279 0.0093498071673820959 0.0083497180430640583 0.018757313402602449 0.019513589865255199 0.0031600157780919949 0.0044302185446041253 0.004540696064872729 0.010377851921743897 0.002214149139747156
leaf_count=2441 57 29 42 127 5 8 299 35 122 72 259 7 269 3 36 137 17 29 39 40 29 22 22 7 29 28 67 191 116 49
internal_value=-1.8653e-06 -0.000506788 -0.0260713 -0.0601462 0.00779557 0.0204891 -0.000283467 0.0301545 -0.00668948 -0.085078 -0.00258484 0.0146141 0.0160832 0.0268574 0.0140836 -0.000494972 -0.00678064 -0.00129477 0.00329703 -0.0563431 -0.00867402 0.0392109 -0.0121361 0.0562572 0.037136 0.0285458 -0.021919 -0.0484739 0.0404944 0.0506977
internal_weight=44.308 10.6726 0.0924242 0.0533675 0.0143265 0.0390567 10.5802 0.0730113 0.04475 0.0390411 0.0302786 0.0364399 0.0254157 0.032927 0.0280348 10.5072 0.682958 0.641339 0.591962 0.0493778 0.0230727 0.0710143 0.0176995 0.0533147 0.0345574 0.0248817 0.00759023 0.0069736 0.0184421 0.0172915
internal_count=4633 2192 1146 246 47 900 1046 376 347 199 892 312 835 305 302 670 371 234 148 86 69 109 44 65 58 266 95 460 375 171
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=8 13 13 13 13 13 22 2 7 16 19 17 9 8 5 7 10 21 22 17 2 13 14 16 13 15 3 6 9 7
split_gain=0.000303748 0.00114807 0.00803882 0.0026335 0.000960055 0.0118769 0.000344591 0.00344697 0.0104724 0.0012375 0.000841399 0.000818965 0.00657687 0.00964315 0.00660231 0.00791328 0.00691587 0.00321313 0.00280597 0.00198982 0.000813831 0.00283713 0.0413211 0.0110848 0.00984973 0.00501053 0.00530337 0.00263921 0.00177778 0.00180323
threshold=8.8430989333000021 117.67650082785001 117.15225149240001 112.36141910395001 114.86706208155002 113.62230596715001 -0.036264999999999999 63.19085977000001 25.334697901700004 22.654947022900004 14.551174033150001 205.09306577200002 221.38017838285003 8.7431769115000026 21.869642762900003 23.393539929150005 76.279622535200005 10.899813468900001 -0.117885 246.55589432395001 137.50513673700002 113.98793627290001 267.17386634195003 15.839962959300001 103.191088421 20.937157557000003 78.524485074150007 13.500315432750002 211.71843659965 25.522455861100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 11 8 -8 10 -9 20 13 14 15 -13 18 19 -17 -18 -1 22 25 24 27 26 -22 28 29 -24
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00038641208609213975 -0.049404205099297611 -0.00090765710969700091 -0.10028494266883757 0.10003652372836783 0.02953462722255806 -0.088700563544887812 -0.020608542557070744 -7.4546828881154596e-06 0.087806869220655337 0.0047204318533649228 0.0040407420696411565 0.099353759678298362 -1.8333527174566962e-05 0.1000440855615201 0.036641273998684797 -0.043059698209811273 -0.087959387863549787 0.076671644062764138 -0.10017838426820727 0.060901583408785369 0.082740922510276427 -0.00033983461302785419 0.023357386749591445 -0.0028719429491716637 0.08719933340416898 -0.094704757667198131 -0.075195911833433202 -0.10004734513685608 0.065519409997511588 -0.049579540722930103
leaf_weight=16.015948799746564 0.007863737881620092 0.52123469857463078 0.0093649260133190637 0.0059736048278864473 0.019054295615774208 0.0075459934075254864 0.018547241411186799 12.851273312477213 0.017146635493862306 0.62107074626692416 0.53479307597237458 0.0030426435420172751 0.50891661758802087 0.0050167406443506471 0.008709875674960621 0.012123192449649878 0.0031327141996018715 0.0042512882439433852 0.029598963306625592 0.0012587508913313172 0.0034683374744809425 12.427887857966612 0.0077286624672170887 0.53894227249735316 0.027000886347238406 0.05503485926848839 0.005493869565981413 0.0025432157789064816 0.0042258095696925393 0.0060377005099382999
leaf_count=1206 27 75 26 8 31 37 29 1131 13 69 28 6 114 5 39 35 168 60 97 18 46 480 182 194 29 88 59 35 35 263
internal_value=-2.21912e-06 -0.00229365 -0.0167995 0.00253488 0.0150736 -0.0053075 2.77144e-05 0.000435827 0.0314721 0.000356738 0.000154277 -0.000165443 -0.00389919 -0.0333184 -0.044089 -0.0572548 -0.0667158 0.0147015 -0.0835814 -0.0452905 -9.1517e-05 -0.000676796 -0.00711472 0.00121105 0.0475019 -0.0834133 -0.014075 -0.00469407 0.00878424 -0.00863155
internal_weight=44.2842 0.571037 0.0498026 0.0404376 0.0325739 0.0135196 43.7132 14.0428 0.0356939 14.0071 13.3861 29.6704 0.576051 0.0671342 0.0621174 0.0534076 0.0503649 0.00864275 0.0417222 0.00439147 29.0943 13.0784 0.650476 0.586479 0.0475363 0.0639971 0.00896221 0.0205354 0.0179922 0.0137664
internal_count=4633 204 129 103 76 45 4429 1270 42 1228 1159 3159 542 428 423 384 378 246 132 186 2617 1411 931 738 544 193 105 515 480 445
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=22 22 23 5 18 20 8 17 22 23 22 18 8 21 12 22 20 4 16 14 16 6 17 13 17 22 19 23 7 13
split_gain=0.000315741 0.000626028 0.000880789 0.00370811 0.0217664 0.00475494 0.000938394 0.000866839 0.000575066 0.0023099 0.000831399 0.000959711 0.000751431 0.0010373 0.000737659 0.000700036 0.00232835 0.000785642 0.00894613 0.0185299 0.019825 0.0118419 0.00816498 0.00802654 0.00800623 0.005254 0.00463249 0.004542 0.00349487 0.00273704
threshold=0.18839000000000003 0.20852500000000004 0.099855000000000027 13.713273242250002 13.921859755900002 38.621016321050007 8.4434108459500017 190.37043331840002 0.0041150000000000015 0.096480000000000024 -0.0057149999999999996 13.344136431100003 8.3434888241000014 4.0344380320500006 143.62136700335003 -0.02903 42.409092016550012 240.27283890470002 20.564951910200005 267.17386634195003 15.839962959300001 14.935348962050002 218.22336811130003 102.83621194775002 172.68891404560003 -0.15962499999999999 13.451085274650001 0.09721500000000001 22.958251375150002 101.31185618785001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 -5 -7 -4 10 12 15 -12 13 -10 -15 17 -17 -1 19 24 23 22 -22 29 -19 27 -23 -26 -20 -21
right_child=1 2 7 4 -6 6 -8 -9 9 -11 11 -13 -14 14 -16 16 -18 18 28 20 21 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00028084285630553376 -0.0040713842333852225 -0.00090825935958303524 -0.0013962162164046113 0.086327431888990724 -0.095627504620668907 0.024936948729937247 -0.033363907908265711 0.0043695779267128127 0.0048019030321816737 0.0068690808423104328 -0.0005532683746924666 -0.0058020018732996715 -0.003227913303511425 -0.0012981500382827046 0.0011096767955581712 0.0069889976232969039 -0.00086266595204714629 0.068802203265520168 -0.0082190340777386749 0.01313055034150227 -0.096557150773449951 0.082912030877175108 0.02639439657742983 0.079706345641137946 -0.080576989883573452 -0.09731468905623239 -0.068668682774680329 0.070626374500158184 -6.0217672006524588e-05 -0.092247463127653362
leaf_weight=19.665519911923617 0.55669967969948286 0.50277452072463646 0.51359598499227521 0.011344735135679684 0.024426966749572898 0.0052392691304703476 0.0058360988470553821 0.52964093808818824 0.54877445058467866 0.58955425519702842 0.99673284557046204 0.53553379713221716 0.54285173611401649 1.9873424703955116 3.5364958696685571 0.59658302666464358 1.0293064044645044 0.0037338568033368344 0.5504051320554727 0.021261390789834897 0.029403787168350348 0.0081350487525213566 0.0066165526678219058 0.027960542553429946 0.0041766044583839701 0.041545376431897818 0.0026804938983673319 0.0037889211921040555 11.384173869077541 0.0027880023325188566
leaf_count=1523 36 123 36 21 78 32 9 44 137 101 7 58 64 91 208 128 55 47 116 708 223 49 61 33 57 126 35 11 384 32
internal_value=-2.51728e-06 -0.00118469 -0.0001758 -0.00341552 -0.030324 0.0408249 -0.00578434 0.00153102 5.78206e-05 0.000871209 -0.000110052 -0.00238772 0.000336693 0.000655346 0.000243399 -5.49202e-06 0.00201832 -0.000109123 -0.000743613 -0.0248436 0.000774355 -0.0464191 -0.0739723 0.0432729 -0.0724018 -0.0830507 0.0453447 -0.00865485 -0.00043649 0.000914269
internal_weight=44.2649 2.14956 1.59286 0.549622 0.0468471 0.0224201 0.0110754 1.04324 42.1154 7.20502 34.9103 1.53227 6.61546 6.07261 5.52384 33.3781 1.62589 31.7522 12.0867 0.152091 0.0988458 0.0468359 0.0360203 0.0520099 0.0532448 0.0495109 0.0108155 0.00796553 11.9346 0.0240494
internal_count=4633 379 343 263 140 62 41 80 4254 601 3653 65 500 436 299 3588 183 3405 1882 1382 1141 368 284 773 241 194 84 68 500 740
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=5 22 20 22 6 20 5 23 17 17 17 22 12 7 22 6 10 12 8 9 17 16 6 6 0 12 12 20 20 16
split_gain=0.000287914 0.00179351 0.00317668 0.00221795 0.0113486 0.0097426 0.00726108 0.00606255 0.00401346 0.00388603 0.00490683 0.00333949 0.00278064 0.00233406 0.00158927 0.00132434 0.00114558 0.00111719 0.015017 0.0136228 0.0109716 0.00964115 0.00738386 0.00679757 0.0032818 0.00259658 0.00210189 0.00158871 0.00116025 0.00256037
threshold=23.714185006400005 -0.63026499999999996 41.037275035300006 -0.16164499999999998 16.245379570700006 40.986363433950011 16.043149448600001 0.12001500000000002 197.02652249450003 203.37411447725003 188.70679832985002 -0.58835000000000004 161.47699165635004 25.662597900150004 -0.54488499999999995 16.405383309150004 65.644082171150004 247.65401887280004 8.3434888241000014 208.65287229730004 200.68261045605001 22.544947280100004 16.355382140900002 15.885371159150003 96.870523356300012 275.08099959820004 232.35148227425003 40.00488309970001 40.986363433950011 15.564963602350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 9 11 10 12 -3 16 -10 -13 -2 -8 26 20 -20 -19 -21 23 24 -22 -26 -5 -27 -29 -30
right_child=15 3 -4 17 5 -7 7 -9 13 -11 -12 14 -14 -15 -16 -17 -18 18 19 21 22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=0.033339131869305476 -0.0053466785139729481 0.094065130901213698 -0.086774954980765096 3.7476841020794908e-05 -1.8322681552900155e-05 0.098498711644721612 0.019911427324129899 0.080943848947691577 0.026183864516651043 0.048595069176937206 -0.097684628042482291 -0.10002773958291573 0.035227885808424224 -0.10005852172247426 0.0263632064447357 -0.0001471994883601848 -0.10009841531435171 -0.0029035144519215434 -0.09595038882484018 -0.075758499994840689 -0.069162260565796732 0.040192036927403009 -0.10020135236917851 0.10021274506425717 0.085141928941330172 -0.10005204916572408 0.0060509349221031117 0.099924675764878235 0.051623930018546565 -0.10002688175726655
leaf_weight=0.0034516904456428632 0.54980899007509432 0.0098516703491511315 0.0060808013431525865 37.883195521887266 0.017844884824285145 0.022945355955471314 0.0010489098700463551 0.0036283890876802607 0.0028676692769806769 0.0032231109587144138 0.018555340638769735 0.0012837512877819099 0.0056774894610529536 0.0029931960014038528 0.004421041225920852 4.4933004605590172 0.0032912056198185491 0.52038431753703163 0.032172875384276267 0.011404074652554996 0.0035944489671919542 0.019319415452628164 0.0030203685855667564 0.021204742544796318 0.006353945581358874 0.0013467551268359773 0.5903063618340586 0.0013987735134719514 0.0030600302460177531 0.0017499815332939761
leaf_count=40 149 29 19 2086 26 27 75 9 24 26 58 28 100 162 106 791 31 322 39 36 42 36 15 11 24 46 142 3 103 28
internal_value=-2.83265e-06 8.86535e-05 -0.043282 9.92013e-05 0.0151527 0.0553996 -0.0137288 -0.0415194 0.0322371 -0.0554942 -0.0672358 0.0588078 -0.0108362 -0.0382892 -0.00207859 -0.000714056 -0.0710947 6.16114e-05 -0.00413231 -0.0504714 0.0010527 -0.00284697 0.0503889 0.0621392 0.0160158 0.0380272 0.000129742 -0.0015946 0.0197619 -0.00354976
internal_weight=44.2488 39.2057 0.00953249 39.1961 0.097632 0.0407902 0.0568418 0.0354244 0.0214173 0.0317961 0.0285729 0.0155565 0.0100176 0.00586087 0.00570479 5.04311 0.00434012 39.0985 0.62501 0.0628964 0.562113 0.0307235 0.041729 0.0387087 0.0175039 0.0139095 38.4735 0.00755554 0.00620879 0.00481001
internal_count=4633 3693 59 3634 701 53 648 299 349 290 264 163 206 186 134 940 106 2933 705 111 594 72 272 257 246 204 2228 180 134 131
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=9 9 15 17 18 20 20 14 12 23 4 21 12 16 21 22 19 23 8 0 13 22 22 20 2 8 8 20 21 22
split_gain=0.000312073 0.00287269 0.00498456 0.0403376 0.0120277 0.00829017 0.0103601 0.00203911 0.00236978 0.00177225 0.00173944 0.00098176 0.0131432 0.00318714 0.000887149 0.00177624 0.000682473 0.00301381 0.00234758 0.0014241 0.00082501 0.000743695 0.00522413 0.00503081 0.0189604 0.0130861 0.0113668 0.0151583 0.00163863 0.00269356
threshold=203.09362050815002 201.65416293750005 24.673905035600004 204.73764675200002 13.629518043050002 41.257948413050009 39.522095559600011 147.98468416440002 82.088033630950022 1.0000000180025095e-35 157.77812180380002 9.5763142249000008 94.177001085000015 22.584947186600004 5.7892729308500011 -0.083330000000000001 14.551174033150001 -0.55393499999999996 8.4434108459500017 86.780739992750014 117.67112391160002 -0.053874999999999999 -0.064729999999999996 38.474425342400004 154.46567853970001 8.6432548896500023 8.2435668022500028 35.476804824450006 3.0344668838000004 -0.040509999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 -4 6 -6 -2 -9 -10 -11 12 -12 -13 -14 -16 17 18 -1 -18 21 22 23 24 25 26 27 -19 -23 -30
right_child=7 2 3 -5 5 -7 -8 8 9 10 11 13 14 -15 15 -17 19 20 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.023752058633362657 0.044464183969491589 0.0021861058201784645 -0.013728856852745931 0.0013221904935573866 0.045858833545515683 -0.10113150098834822 -0.089823860305606351 -0.10007572815333786 -0.0052697675872502014 -0.10014235577157982 0.080092721980959125 -0.0077812706740374316 0.00026396140418428202 0.0015661347425947889 0.0072586279856879004 0.0010970499978645335 -0.0056773087210605921 0.078489329518821371 0.10017868394168242 -3.8218147774597835e-05 0.002989875341982938 0.0018900399668010271 0.0095515812366370953 -5.6141602770620943e-05 -0.092013559079729301 -0.072696212814825245 0.078193972534141981 -0.10037078201419991 -0.0080414085316429171 -0.00076299434380929323
leaf_weight=0.0021589751715919139 0.010487623021389392 0.51927288537622718 0.035760423694966903 0.5114533753348951 0.009930284906658926 0.063940744654587434 0.012987397651158972 0.0023491742020124154 0.53589769989467129 0.0017138893285836279 0.020930215609266223 0.56243825454288909 8.7695793622991278 1.0379000797356637 0.57279790611222337 2.5538091935324294 0.63537749317380532 0.0093798928731270437 0.0052340133115649223 1.5172639787779187 0.9723827121491827 2.1092919889552979 0.60873461534840601 14.374072733733847 0.012416907202591004 0.0090643448056653142 0.053780192143676686 0.0095753429732733375 0.54227380311970463 8.1530194308576025
leaf_count=70 24 41 21 12 16 25 34 28 118 6 41 170 775 31 94 76 131 69 1 25 151 276 59 1433 199 6 27 103 26 545
internal_value=-2.60506e-06 -0.000183985 -0.00507839 -0.0110276 -0.0625398 -0.0826357 -0.0310322 0.000386349 0.000353464 0.00037025 0.000593819 0.000606592 0.000918894 -0.00171901 0.000779596 0.00222586 1.05736e-05 0.00014787 0.0639872 -0.00170266 0.000130295 2.28596e-05 0.000476643 9.48262e-05 0.0231271 0.040605 0.0547247 -0.0118629 -0.000610362 -0.00121691
internal_weight=44.2353 30.1674 1.15335 0.634072 0.122619 0.0868584 0.0229177 14.0679 14.0574 14.0551 13.5192 13.5175 11.9171 1.60034 11.8962 3.12661 29.014 26.8614 0.00739299 2.15264 26.854 25.8816 15.077 14.4683 0.0942167 0.0817998 0.0727354 0.0189552 10.8046 8.69529
internal_count=4633 3270 149 108 96 75 50 1363 1339 1311 1193 1187 986 201 945 170 3121 2965 71 156 2894 2743 1896 1837 404 205 199 172 847 571
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=21 17 21 17 20 9 16 15 23 17 23 9 17 20 7 22 6 8 5 22 20 22 22 22 20 21 6 23 23 4
split_gain=0.000351669 0.00158833 0.00150924 0.00343464 0.0010086 0.0120397 0.00902082 0.0058689 0.00421354 0.014713 0.0072447 0.00289744 0.00126724 0.000958459 0.0145254 0.0077889 0.000907484 0.00143536 0.00426321 0.00123216 0.00358588 0.0472335 0.00280063 0.00170372 0.00115671 0.00209883 0.00295789 0.00104712 0.000791449 0.00222245
threshold=4.5589219677500008 162.04221493815001 4.8542393434000006 191.86029796145002 42.243697547450004 202.70031010240004 22.664946999500003 31.975879077800005 0.083395000000000011 192.44445991605002 0.083070000000000019 66.136595672450014 207.11089388870002 39.198779702000003 23.695207782600004 -0.091149999999999995 16.465384711100004 8.543332867800002 22.382820633700003 -0.059424999999999999 41.037275035300006 0.050115000000000014 -0.017745 -0.094409999999999994 40.330620469300008 6.5613067478000007 16.445384243750002 0.10020000000000003 0.085715000000000027 179.89634997090005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 8 7 12 9 10 11 -6 -7 14 15 -4 17 24 -19 23 -21 22 -22 -18 25 -15 -27 -25 -26 -30
right_child=2 4 13 -5 5 6 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 19 18 -20 20 21 -23 -24 27 28 26 -28 -29 29 -31
leaf_value=-0.072699591227714452 0.0095658497335835407 -0.00020545802992852832 0.006567633995615981 -0.00020819231197147163 0.020568999614915602 0.038491290134299493 0.042998976976040201 -0.10049073491101662 -0.0028429026733099191 0.090326509372055316 0.078682886369388694 -0.10019219275753484 -0.049541902739634817 0.0010278118222402368 -0.00068666386855355168 0.087975985536914256 -0.0053743235810306744 0.0098749438068978616 0.00032140928182341501 -0.00072529287131258783 -0.10077930622643005 0.00043904558707658656 -0.04931065618825578 -0.00084538148534382164 -0.00054191929534350483 -0.010315129294003312 0.00021483422774532126 0.001895764390105427 0.0070850769212186977 0.0005220925728045418
leaf_weight=0.0030359702826306947 0.55311820023141933 15.471500027962593 0.019355935468951202 1.0272291609596775 0.002489380725600899 0.0041147542923312122 0.0073909976592858575 0.026429373919086174 0.52874153974098936 0.019835018576031871 0.0040262256807181976 0.0098416263607634669 0.0027135311531836237 1.0279268924506166 0.54743170957650233 0.029919496752491614 0.55971877718084595 0.6054306894911855 2.0443260761432285 2.0425970832818914 0.051375329298816275 0.51826639766806792 0.013311654185941713 3.0396071024550224 5.590722760701806 0.56012643349000135 0.50934448139742017 2.5734177040512805 0.56231239109183562 6.2615291688466677
leaf_count=150 46 1572 28 35 60 14 12 115 75 108 4 98 35 36 184 48 171 65 42 41 44 57 65 74 826 94 4 30 80 420
internal_value=-2.76878e-06 -0.000375818 0.000210426 0.0032127 -0.000362161 -0.00436562 -0.0569306 -0.0791384 -0.00058341 0.0324261 -0.0377848 -0.075813 0.00350728 3.17655e-05 0.00399428 0.0559979 -5.93155e-05 0.000364021 0.00250425 -0.000885065 -0.00269959 -0.00961729 -0.0901878 -0.000113263 -2.67664e-05 -0.00219884 -0.00530015 0.000411359 0.000340198 0.00106291
internal_weight=44.2172 16.0801 28.1371 1.58035 16.0771 0.605582 0.0406487 0.0332577 0.564934 0.0361923 0.0163572 0.012331 0.00682829 26.5567 0.596707 0.0492754 25.96 17.1617 2.64976 8.79829 2.62555 0.582953 0.064687 6.17274 14.512 2.0974 1.06947 5.61302 12.4146 6.82384
internal_count=4633 2243 2390 81 2093 521 176 164 345 270 162 158 49 2309 260 76 2049 1567 107 482 207 166 109 275 1460 134 98 104 1326 500
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=5 22 5 3 22 6 20 5 23 17 17 17 22 2 7 22 0 5 5 21 6 23 18 21 23 9 20 17 20 23
split_gain=0.000350856 0.00151685 0.00293583 0.00312323 0.00200952 0.00965105 0.00919798 0.00631059 0.00501519 0.00348214 0.00347765 0.00462627 0.00303742 0.00254348 0.00215054 0.00143844 0.00128542 0.00120817 0.00152165 0.00111895 0.0280984 0.00491322 0.00599768 0.00401625 0.00314682 0.0044041 0.00297978 0.00114863 0.00107535 0.000907991
threshold=23.714185006400005 -0.63026499999999996 19.221712148250003 86.092494711350014 -0.16164499999999998 16.245379570700006 40.986363433950011 16.043149448600001 0.12001500000000002 197.02652249450003 203.37411447725003 188.70679832985002 -0.58835000000000004 118.20523333310003 25.662597900150004 -0.54488499999999995 95.746747857800017 20.971847224900007 23.195398057700004 6.5613067478000007 16.405383309150004 0.097645000000000023 13.921859755900002 2.5883591406000002 0.093185000000000032 226.58992707320002 42.720329370750001 197.02652249450003 37.688226470200007 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 9 10 12 11 13 -3 -9 -11 -14 17 -15 -19 20 -2 22 23 24 25 26 28 -21 -22 -17
right_child=19 4 -4 -5 -6 6 -8 8 -10 14 -12 -13 15 16 -16 29 -18 18 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.063489423757705374 -0.093606998643633657 0.092799827943735369 -0.10031303411764443 0.10004005333897228 7.295999152002478e-05 0.00011939567746041527 0.098110281860664228 -0.092199302517779302 0.077194027528795534 0.024292590129383288 0.045883459366739508 -0.097075226298871123 -0.1000251664689828 0.090251733083157315 -0.10005296194420499 -0.014372292808292523 -0.054681581721016094 -0.084894070656812565 0.0751472491223069 -0.00072263838030214335 -0.0047222290133666234 0.00081887653261233755 0.088122164193857419 -0.0970969258121651 0.068016514676008138 0.093151665730668951 0.071900612813404902 0.0042405402116363579 -0.10007925041190152 0.077935688025207173
leaf_weight=0.0024669412244396893 0.033664701128340413 0.0090020978085969539 0.0043270437000728634 0.0022179557126946747 39.061130304118834 0.017766046834708504 0.020786732101669259 0.0026946203994197004 0.0032823139190440989 0.0028671761208300941 0.0031637508991479981 0.016589282703876052 0.0011665039589887636 0.0028695484750844713 0.0027012601467881481 0.0024978805503162171 0.0016472911948639535 0.0012074279570013502 0.0011695291414071107 3.5554017846982013 0.0013757133599803248 0.88081467447204886 0.0033196645753719159 0.012275201046353268 0.0031718263890070366 0.0020140134074608804 0.0013475492891359417 0.53668312684830244 0.0084258566134849389 0.0018584590012400426
leaf_count=50 74 29 7 2 2933 26 27 88 9 24 26 58 28 37 162 88 28 42 11 318 123 41 7 156 5 9 11 40 156 18
internal_value=-2.91072e-06 9.81483e-05 -0.0409234 0.0139298 0.00010759 0.0149285 0.0529537 -0.0128798 -0.0400329 0.0312061 -0.0531466 -0.065115 0.0569815 -0.0098195 -0.0360277 -0.00140141 0.0223808 0.0465767 -0.00614928 -0.000788386 -0.00388715 -0.00057802 -0.0391127 -0.0538759 -0.0213967 -0.042942 -0.0675264 -7.171e-05 -0.0866953 0.0250072
internal_weight=44.1999 39.1614 0.00901194 0.0046849 39.1524 0.0912699 0.0385528 0.0527171 0.0326238 0.0200934 0.0293415 0.0261777 0.0145249 0.00958842 0.00556844 0.00552284 0.0068938 0.00524651 0.00237696 5.03849 0.946409 0.912744 0.0319298 0.0286102 0.016335 0.0131631 0.0111491 4.09208 0.00980157 0.00435634
internal_count=4633 3693 59 52 3634 701 53 648 299 349 290 264 163 206 186 134 118 90 53 940 582 508 467 460 304 299 290 358 279 106
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=7 5 22 22 19 6 21 6 16 10 13 6 16 16 3 13 15 18 7 18 16 0 12 19 5 23 4 6 20 0
split_gain=0.000342194 0.00498587 0.00492793 0.00483803 0.00361205 0.00200111 0.00171359 0.0014624 0.000747784 0.00133722 0.00040235 0.000364613 0.00373692 0.0232414 0.0220504 0.0144955 0.0109418 0.0189789 0.0200971 0.00574398 0.002149 0.00283165 0.00498554 0.00151835 0.00117588 0.00396373 0.00394789 0.00154229 0.00369516 0.0150668
threshold=22.093462376800005 23.374630421750002 -0.11051999999999999 -0.047144999999999999 14.451165964200003 16.585387514950003 5.9607024329000007 13.855323727400002 18.924955745200005 73.007768990450018 104.92245545700001 14.745344522600002 20.834951278800002 18.369957043050004 88.813214339350012 113.19215266625001 31.445204138150004 14.390586827150001 24.453757170650004 14.912399602950002 21.754949127450004 88.350799540950007 95.011694655150009 12.851036860900001 20.201591378100002 -0.27651499999999996 157.77812180380002 16.355382140900002 43.219899330700009 88.122280599850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -5 8 9 -1 -8 -2 13 23 16 -16 -15 -18 -19 -20 -14 22 -22 -13 -24 -26 -27 28 29 -28
right_child=11 -3 3 6 -6 -7 10 -9 -10 -11 -12 12 20 14 15 -17 17 18 19 -21 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.094073036833663887 -0.00031644856283330491 -0.00043205230649238501 -0.098499663189625247 -0.056375688855497458 0.093837124562091506 -0.077438816802360241 0.025449968230209633 0.079216074055353067 0.036491412723874989 0.029145772970467134 0.10001345271163974 0.094505000347006041 -0.0060262330883360995 0.0014776082960299324 0.089488606007708499 0.0014511870849809984 -0.091681560834579665 0.081967490787353492 -0.10024545835474596 0.0090287159629049204 0.042152211350983543 0.0072277267482418577 0.0046454613291152837 0.058724633334588217 0.088749035529877673 -0.10032850452315943 -0.041246551475927207 5.9967609194515847e-05 0.0025507357059435108 -0.0014345277378503901
leaf_weight=0.0021823435159724625 17.413345695490339 0.87163854982610534 0.015375856097193719 0.0019560409122202907 0.0034801137589965956 0.0042021854674203496 0.001374205443573473 0.0021157138292780542 0.0016651400655973703 0.0014767137577944567 0.0015287788992282003 0.020852004187608908 0.56765187858764221 0.62951368986068701 0.045636363240191713 0.031689100978837814 0.035759367508944706 0.01930277599603869 0.013041453696814642 0.00762159731362999 0.028069908323238191 0.55983659235789573 0.52904115559795428 0.027502332769756777 0.0050175125943664458 0.0039324802346410994 0.11692248556210205 22.199912799308784 0.51649578545406882 0.50836509518558159
leaf_count=71 2355 640 31 26 6 10 36 84 10 49 5 12 69 108 32 28 36 14 19 33 26 58 36 32 2 2 94 670 28 11
internal_value=-2.98181e-06 -0.00192532 -0.038738 -0.0710119 0.00444735 -0.0222735 0.01597 0.0088848 -0.0190632 -0.0443447 0.0647168 3.73041e-05 0.000275454 0.00687308 0.0027158 0.0534096 -0.00284249 -0.038756 0.00859902 -0.0599395 5.64787e-05 0.000197599 3.29774e-05 0.0741543 -1.65326e-05 -0.000122157 -0.000141257 -0.000124378 -0.00370864 -0.00887898
internal_weight=44.1865 0.906996 0.0353571 0.0202349 0.0151222 0.0116421 0.00485903 0.00743991 0.0053242 0.00365906 0.00290298 43.2795 25.8662 0.830919 0.782564 0.0773255 0.705239 0.0757252 0.0399658 0.0206631 25.0352 24.4676 23.9078 0.0483543 23.8797 23.3506 23.3456 23.3417 1.14178 0.625288
internal_count=4633 968 328 98 230 224 67 214 130 120 41 3665 1310 314 270 60 210 102 66 52 996 927 869 44 843 807 805 803 133 105
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=22 21 22 23 6 22 17 17 23 22 20 14 23 22 7 21 7 16 22 21 19 18 17 10 21 17 21 3 6 10
split_gain=0.000323795 0.0022373 0.00605441 0.00775745 0.00656989 0.0034933 0.00319803 0.00352057 0.00181611 0.00143984 0.00619654 0.00208044 0.00427613 0.0017707 0.00231431 0.0125967 0.0113879 0.00545045 0.00183644 0.00250904 0.00120878 0.00836952 0.00688626 0.00161536 0.0059269 0.0624553 0.00553533 0.00856368 0.00151344 0.00178558
threshold=-0.079369999999999996 1.0000000180025095e-35 -0.096559999999999993 0.083555000000000032 14.825346391850003 -0.13006999999999999 170.71754227170001 218.22336811130003 0.10487000000000003 -0.085550000000000001 42.055256506450007 156.96193988595004 0.083070000000000019 -0.088039999999999993 22.557405306150006 4.4218562789000009 22.398098708400003 19.314954833200002 -0.14815999999999999 2.9212203061500004 14.351157895250003 12.722397935550001 180.19381692845005 61.982402197500001 12.265872381800003 195.18216166535004 2.2033311313000001 93.609423644100005 16.535386346650004 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 8 -1 -8 -6 11 -11 12 -3 14 15 18 17 -17 19 -13 21 22 -2 -22 25 26 27 -25 29 -23
right_child=20 9 3 -5 5 -7 7 -9 -10 10 -12 13 -14 -15 -16 16 -18 -19 -20 -21 23 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.075906963964089594 -0.063154071103534104 0.024081378574571492 0.080713244564683706 -0.085304778591596561 -0.030767817162989743 0.095401853745830156 -0.094368384631836652 0.076577109525008569 0.091077835369893057 -0.011591860444426933 -0.00020607922348554305 -0.078813126842088549 -0.058370760180171691 0.0055376898118427815 -0.00020955426560836547 0.00075625230916863666 0.036182652305797522 -0.10015310792436456 0.099460847910160119 0.084437899223315113 -0.00090729808705260055 0.021927763296272974 0.10016227441827688 0.076682561929935542 0.00023419562651669039 0.0012755449007003732 0.092722403261036576 -0.060751408105634779 -0.0054391300149669621 -0.00012374611023381322
leaf_weight=0.0023610925818044748 0.0031709076643132708 0.010006590971886165 0.0040323080620383806 0.0093196646030736519 0.004057837580568875 0.017592969749067325 0.0056888864805288777 0.0015284349075350978 0.0017511750866106013 0.58589983664667444 2.5954281809736024 0.0014933357313533504 0.0169348738509143 0.57078543759756684 15.910477877803258 0.0087046690447407649 0.025510699177008433 0.013900041838870614 0.016199697136519586 0.0025474297281735669 1.9955836510927856 0.036797069898517942 0.013896937533614206 0.015447883088199776 3.080177261379049 1.0696250167803354 0.085590971000783611 0.0064173807768383986 0.54275052450818506 17.515325859021385
leaf_count=25 157 25 13 47 217 19 143 17 14 97 145 47 26 77 1408 304 24 71 20 27 123 11 4 62 53 118 50 9 49 1231
internal_value=-2.5633e-06 -0.00030288 0.021646 -0.0351672 0.0446465 0.0732008 -0.0251174 -0.0581667 0.00596357 -0.00035435 -0.00230298 1.9626e-05 -0.0277464 6.48269e-05 -0.000130671 0.0182301 -0.0096124 -0.0612947 0.0844171 0.0241056 0.00024154 -0.000172316 0.0698209 0.00144031 0.00254075 0.00857653 0.0812509 0.0363462 -0.000238336 -7.75163e-05
internal_weight=44.169 19.8042 0.0463324 0.013352 0.0329804 0.023402 0.00957841 0.00721732 0.00580901 19.7579 3.18133 16.5766 0.0269415 16.5496 15.9788 0.0683559 0.0481154 0.0226047 0.0202405 0.00404077 24.3648 18.1119 0.0170678 6.25284 4.25726 1.17708 0.107456 0.0218653 18.0949 17.5521
internal_count=4633 2766 495 60 435 250 185 160 231 2271 242 2029 51 1978 1901 493 399 375 94 74 1867 1452 161 415 292 239 121 71 1291 1242
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=8 7 7 7 13 7 13 8 5 20 22 9 15 20 22 20 23 20 20 16 20 6 21 17 22 15 21 23 20 2
split_gain=0.000315549 0.000735522 0.0068424 0.0083934 0.00285644 0.00177141 0.00162074 0.000486702 0.000652893 0.000357465 0.0074676 0.0113088 0.00481509 0.00354205 0.00236 0.0019856 0.01393 0.00773471 0.0184507 0.0024518 0.00197363 0.00550627 0.00206308 0.00118005 0.00108394 0.00157597 0.000987906 0.000970607 0.0009352 0.000933171
threshold=8.8430989333000021 23.322419822750003 22.598495330900004 22.398098708400003 121.22795401815002 21.115414688150004 117.51519334005 8.7431769115000026 21.990725385850002 43.182896969600009 -0.095854999999999996 194.57718764590001 38.86986296220001 44.279556297950009 -0.156745 42.91168285345001 -0.23921499999999998 43.084051236300006 42.982930821650008 22.624947093000003 43.663128814500006 16.305380972600002 7.961078016750001 188.51582982015003 -0.18437499999999998 19.198394745150004 16.639784844150004 0.10131500000000003 50.189067467950004 282.08781659895004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -4 9 -9 15 11 12 13 -11 24 29 -17 18 -18 -20 -13 22 -22 -12 25 -15 -27 -19 -26 -1
right_child=1 -3 6 -5 -6 -7 -8 8 -10 10 23 20 -14 14 -16 16 17 27 19 -21 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=1.6342770965333266e-06 0.0014207903018430546 -0.0012854218319359604 -0.032720322900585588 0.09757186218692758 0.028508205415539223 -0.086112173501540989 -0.090705487802756682 0.0032740922563839858 3.4181340248249839e-05 0.074392593962520528 -0.0041311648719005289 0.0914134241429755 -0.10027177623936941 -0.078374791508903419 -0.10011951324075324 3.3980112891973008e-05 -0.098261054970180131 -0.093539824627408313 0.059925011152961422 -0.0042159103326142615 -0.10004210036916386 0.096564324411197555 0.03039146246546981 0.0009521772374550372 0.086968406791973263 0.02633683619045073 -0.070721973505239608 -0.053840332888512657 -0.01808275551868006 -0.0041502032110309582
leaf_weight=35.728512830137475 0.0035458046396347198 0.51983339856235489 0.010455911515009575 0.0089266742847939895 0.0066743688051928976 0.0066438264057211427 0.0089434596613244821 1.055086266349462 1.5151923394192861 0.0058427768408842997 0.52333526139410569 0.022138560218763814 0.0050919023161100077 0.0028906137664138614 0.0027862727357789189 0.50011265422690343 0.017210608179478504 0.023838305648340885 0.015866824610334618 0.0095444835421290009 0.0026675712836095045 0.0072483063618165033 0.0022233918170968536 3.5849050873247519 0.002270258421937398 0.0058989338316273177 0.0012754256965683552 0.0083036894579625598 0.0013521497649406911 0.54968180503897812
leaf_count=2448 34 59 22 10 30 29 20 34 38 114 257 20 14 124 170 6 36 61 38 17 85 10 15 215 45 161 35 14 76 396
internal_value=-1.17494e-06 -0.00234921 -0.0145862 0.0191616 -0.0223436 -0.0556523 -0.0594525 2.92585e-05 0.00136415 -5.43785e-05 0.000823179 0.0353582 -0.0125246 0.00749657 -0.0162297 -0.000153674 -0.0059847 -0.046245 -0.0183134 0.0358337 0.073645 0.0412406 -0.0407481 0.000304627 0.000847317 -0.0160351 0.00908215 -0.0832837 0.0477556 -6.12737e-05
internal_weight=44.1583 0.565023 0.04519 0.0257907 0.016864 0.0101896 0.0193994 43.5933 2.57028 41.023 4.16993 0.0616862 0.0274083 0.0223164 0.0164737 36.8531 0.574877 0.0747639 0.0426219 0.0254113 0.0342778 0.0121393 0.00489096 4.10824 0.0136874 0.010065 0.00717436 0.032142 0.00362241 36.2782
internal_count=4633 204 145 103 93 63 42 4429 72 4357 1341 869 739 725 611 3016 172 166 91 55 130 110 100 472 441 320 196 75 121 2844
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=15 22 0 9 9 3 8 22 0 16 22 0 23 9 16 22 12 23 23 4 20 21 5 13 20 23 5 8 9 6
split_gain=0.000312208 0.00135744 0.00273867 0.0124224 0.0448846 0.00927033 0.0079013 0.00199145 0.00150987 0.0015021 0.00132783 0.00731016 0.00797209 0.00685842 0.00612887 0.0116825 0.0034387 0.00320802 0.006733 0.00243702 0.00213428 0.00206553 0.00182972 0.00535203 0.0554697 0.00666103 0.00685136 0.0017954 0.00174859 0.00156003
threshold=37.882159664350006 -0.095074999999999993 86.345209775600011 201.40496258350001 201.16241229375001 92.913112988300014 8.3434888241000014 -0.083834999999999993 86.036037090600004 22.584947186600004 -0.10040499999999999 86.420486603250012 0.099855000000000027 180.48474949425002 15.124964631250002 -0.10434500000000001 157.18216850795002 -0.27118499999999995 -0.249005 209.52275111965002 34.515670600900002 5.0750534271500012 20.911722254300006 117.56896250265002 40.371455563000005 0.082025000000000028 21.043187000650004 8.4434108459500017 187.24995708280002 15.345358541850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 9 8 4 5 6 -4 -5 -3 -2 11 12 13 19 15 16 28 20 29 -1 -12 -15 -20 24 -24 26 -26 -18 -13 -19
right_child=1 2 3 7 -6 -7 -8 -9 -10 -11 17 14 -14 21 -16 -17 27 18 22 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10005819374150178 -0.00041944799324781601 0.00031089530273504992 -0.0027200700086074774 0.0056386219360891913 0.00074994294530101268 0.080518699052685772 0.063385963643958959 -0.0012171109386305426 -0.0048351595340923393 -0.0059972459094736917 0.040603275192226986 0.018407718270783489 -0.056802075560943681 0.049032541428747134 0.00060834546486198456 0.098551651533749285 -2.4416653889180677e-05 0.033291440328309503 -0.00014828566600365878 0.014190301654666063 -0.1001570287950429 0.099174693919428666 0.00050720700703802215 -0.00088680180264018532 0.094441099656361049 -0.10068680941263403 -0.10033050388383498 0.088995141731276983 -0.10006217841099972 0.098607906554708719
leaf_weight=0.0028184008193335996 3.0330348435477954 7.1068033917130418 0.033271128909291625 0.53249129526710737 0.52063306176569313 0.095914196048397571 0.03960187039047014 2.0739141000362906 0.61988253542327232 0.57421320350971417 0.0013624420817486263 0.0016671682037500473 0.0072732539628646 0.014737237242798074 4.6702917373272941 0.018369814898684944 0.012172235254155415 0.0070220696425716822 21.118647552947284 0.0055312685293049668 0.0051449177313390715 0.018563848885094103 0.51260577834051613 3.0289447236559681 0.0037330529303289941 0.068696728752932756 0.0034986759417825475 0.0027837810912387803 0.0049300926629882724 0.0076298783529198388
leaf_count=265 76 259 37 25 6 27 14 136 64 157 8 63 23 20 580 12 571 31 1471 184 91 26 69 62 58 78 77 6 123 14
internal_value=-1.26304e-06 0.000376473 0.000927521 0.003341 0.0152781 0.060091 0.0332044 0.000183522 -0.000101953 -0.00130734 -0.000188487 0.00134129 0.0397968 0.0566653 0.000941856 0.0399567 -0.00998369 -0.000482558 -0.000464101 -0.0243739 -0.0706861 0.0769845 -0.000504242 -0.0025823 -0.0113083 -0.0910768 0.000211527 0.0165449 -0.0701241 0.0673044
internal_weight=44.1462 14.6298 11.0225 3.29583 0.68942 0.168787 0.072873 2.60641 7.72669 3.60725 29.5164 4.75914 0.048924 0.0416508 4.71021 0.0399231 0.0215533 24.7573 24.7508 0.00834967 0.00650736 0.0333011 24.7361 3.61748 0.588534 0.0759285 0.00723173 0.014956 0.00659726 0.0146519
internal_count=4633 801 568 245 84 78 51 161 323 233 3832 1873 518 495 1355 775 763 1959 1860 449 99 46 1815 344 282 213 135 577 186 45
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=18 7 6 14 23 2 23 17 6 5 3 15 17 6 22 4 9 21 19 21 16 7 21 6 16 20 5 20 21 0
split_gain=0.000292484 0.00345294 0.0256318 0.00825536 0.0051837 0.00327553 0.00302145 0.0215584 0.00484026 0.0028272 0.00249414 0.0254904 0.0113003 0.0105194 0.00982079 0.0121107 0.0152078 0.00411422 0.0438858 0.0170643 0.0220997 0.00480636 0.00279321 0.00177848 0.00370725 0.00153069 0.00152987 0.00135018 0.00276674 0.00111598
threshold=13.988302431200003 23.853977146050003 14.785345457250001 156.96193988595004 0.082855000000000026 113.96113505555 -0.091114999999999988 193.94976740385002 13.705320222600003 13.153721664750002 85.589753040950015 34.563011034450007 200.85989963400002 16.165377701450002 -0.083004999999999982 398.74932484100003 202.38851837455002 6.9984086918000008 12.851036860900001 10.581646629650001 15.184964490950003 24.103872582350004 7.6045750414500004 14.845346859150002 15.484963789400002 41.873095646600007 22.458857822500004 42.498713093000006 8.1054293463000011 90.321439350550008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 -2 -3 -4 -6 7 -5 9 -9 17 12 22 -14 -13 16 -16 -8 19 27 -21 -20 -12 24 -22 -18 -17 -19 -29 -1
right_child=1 3 4 6 5 -7 10 8 -10 -11 11 14 13 -15 15 26 25 18 21 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0001050471455552827 -0.00033012976064108205 -0.10043231676935516 -0.020001510066908743 -0.092662601216445317 -0.10042111184960892 -0.047781216336938041 0.00015865414071147095 0.025351922486416302 0.063497144244349726 -0.1000558847068682 0.05662812326292186 0.0032423561152093517 -0.04583781683604593 0.065608974790288779 0.020408989401468111 0.090794930993901124 -0.099290839239821238 -0.096841303785087429 -0.0046308337371019489 -0.0018588247151858476 0.095002911619957109 -0.10020649700787487 0.099518769653834549 0.10056341718778922 0.015731335602286432 -0.062020236498944337 0.020215014272674078 0.083205548323569037 -0.10007832422576957 0.0046125414019715129
leaf_weight=27.324083740107742 0.53864361667615135 0.0081883863921533573 0.018956077330585686 0.024215220634797474 0.032441812587762797 0.018597314343207216 14.230516349717728 0.0039135044031837754 0.01950619248231078 0.0033249781467930006 0.028155035179225574 0.53319864639092884 0.017602005445723989 0.016324106720276177 0.020185108958685305 0.0062903967009333428 0.026681256347728777 0.01853324762925268 0.005846563244254809 0.51959850882790093 0.012538206977467325 0.052592657912256868 0.032957350157424514 0.016377817839384079 0.01114217098688286 0.018772181236272445 0.0060007444346865668 0.0013472087217820663 0.0021191044699921946 0.56053824127733065
leaf_count=1673 276 13 13 126 30 26 1247 106 23 32 20 54 33 15 24 15 33 71 19 241 17 157 25 1 36 32 27 17 39 192
internal_value=-8.41835e-07 -0.000338142 -0.00772776 -5.04962e-05 -0.0646558 -0.0812405 2.10036e-06 -0.0243079 0.037582 -0.0322538 8.16312e-05 0.00588837 0.0540666 0.00778664 -0.00160398 -0.0347629 -0.0518217 -0.000194116 -0.00803685 0.000262783 0.0036587 -0.0906446 0.0797587 0.075227 0.0577038 -0.0838982 0.0563366 -0.0861274 -0.0288437 0.000195657
internal_weight=44.1292 16.2446 0.608639 15.6359 0.0699952 0.0510391 15.6277 0.0509599 0.0267447 0.00723848 15.5768 0.706167 0.0950385 0.0339261 0.611128 0.0779297 0.0656385 14.8706 0.640095 0.581656 0.559657 0.0584392 0.0611124 0.0400582 0.0236804 0.0454534 0.0122911 0.0219996 0.00346631 27.8846
internal_count=4633 2768 345 2423 69 56 2410 287 161 138 2123 278 93 48 185 131 89 1845 598 422 295 176 45 54 53 65 42 127 56 1865
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=21 17 20 22 20 9 19 22 7 20 10 9 2 21 6 21 20 2 23 5 5 3 22 16 3 20 22 23 22 9
split_gain=0.000304713 0.00132188 0.000990125 0.00999281 0.00539669 0.00338128 0.00289241 0.00377131 0.00388885 0.000959554 0.0155212 0.00326472 0.00085864 0.000837258 0.0020813 0.000763493 0.00126442 0.00111672 0.000899033 0.000842437 0.00219448 0.0202437 0.0115462 0.0022914 0.00439975 0.00141519 0.02373 0.0156753 0.00876346 0.00615516
threshold=4.5589219677500008 162.04221493815001 34.515670600900002 0.24901000000000004 32.724174661450007 192.57902085675002 13.951125619400001 0.11061500000000003 23.822419043000004 39.198779702000003 65.571493801650021 195.34352961910002 35.561888367500011 4.8542393434000006 14.355335410100002 3.4893684343500007 39.571921479100006 45.979371440700014 0.092485000000000026 23.714185006400005 21.990725385850002 94.383699585650007 -0.08158 22.624947093000003 93.181958801350021 41.319407281650008 -0.101255 0.079745000000000024 -0.027754999999999998 212.20546459280004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -6 10 11 -2 -4 14 -11 17 -17 -14 -18 20 25 22 -22 24 -24 -19 -27 29 -29 -28
right_child=9 2 12 -5 6 -7 -8 -9 -10 13 -12 -13 15 -15 -16 16 18 19 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.069444163793662403 0.09463298036535657 0.061962180190067356 -0.062521333286443118 -0.094869392936710262 0.071931438446489082 -0.080260705681995462 0.10006240050330442 0.084697454774078806 -0.100076485297453 -0.00035832536953379424 -0.00010352011803352914 0.036702725057207064 0.046732498841798337 -2.4803738121650497e-05 0.0072519778189860029 -0.0058658427842466221 -0.00040164599213898529 0.00041829523230399294 -0.0046827339988037555 -0.0027263726617254534 -0.001608130670186338 -0.001325479849473901 0.083957194746664784 0.095864594815754892 0.015570407378835225 0.0027992028479422691 0.08668583213576575 -0.097678539437320383 -0.0032941864864323364 -0.10011205966353379
leaf_weight=0.0027683810614850249 0.019158977450414394 0.0025041861230502413 0.0022229179448886019 0.0066626470593356265 0.0021985187120421301 0.0050280420973034534 0.011464146547950804 0.005833127391994708 0.0032684361170698395 1.0074684690628846 0.55594308362165046 0.01976339184329845 0.0051574928520466959 25.901210805192424 0.55861997921454065 0.53179909618703991 5.5379505315576329 7.2500199533994296 0.53820416266034943 0.89729493551962214 0.031174588990381835 0.54728843056773258 0.024209494146361865 0.025398109981324524 0.015387030616693664 0.51831283393925531 0.0090217309729613282 0.048439576525781014 0.012344193679115545 0.002192720718539932
leaf_count=150 36 155 9 54 31 11 14 4 54 39 207 26 10 2049 33 41 251 576 42 306 33 14 36 29 16 151 95 103 50 8
internal_value=-1.70137e-06 -0.000349434 -0.000337504 0.0160112 0.0403955 -0.0329769 0.064673 0.0287697 -0.030904 0.000197011 0.00417051 0.0652181 -0.000375277 0.000110956 0.00235625 -0.000366639 -0.00119008 0.000213068 -0.00078085 0.000187493 0.000495681 0.00610976 0.0484229 0.0724202 0.0573824 3.49321e-05 -0.00467342 -0.0584686 -0.0785106 0.0501619
internal_weight=44.0983 16.0361 16.0334 0.0369591 0.0302965 0.00753223 0.0227642 0.0113001 0.00546695 28.0622 0.594865 0.0389224 15.9964 27.4673 1.56609 15.9942 6.60795 9.38624 6.07615 9.38108 8.48379 0.643458 0.0961692 0.0649946 0.0395965 7.84033 0.590311 0.0719982 0.0607838 0.0112145
internal_count=4633 2243 2093 323 269 166 103 89 85 2390 269 62 1770 2121 72 1761 334 1427 293 1417 1111 128 114 81 52 983 407 256 153 103
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=9 22 0 12 20 2 20 5 13 14 8 13 0 3 23 16 18 12 2 0 4 4 9 2 20 13 18 22 22 16
split_gain=0.000286812 0.00385167 0.0116891 0.0122904 0.00701238 0.00446692 0.00310062 0.00185551 0.00259733 0.00138793 0.0011916 0.00364946 0.000900315 0.00878988 0.00634253 0.00678149 0.00240741 0.00149588 0.00114655 0.000816103 0.00247871 0.00430368 0.000768974 0.00478441 0.00133748 0.00415321 0.00145469 0.00118284 0.0145528 0.0159416
threshold=186.70853236170004 -0.066979999999999998 85.866664228400012 160.67073594290002 39.032633164100012 197.03438354685002 43.477771593600004 23.499898996300001 118.06363879865002 414.58009066150004 3.0476216663000004 105.21549739325002 85.732241321850012 94.297668925450012 0.088260000000000019 22.634947069650003 13.317304170000002 58.770113158150004 35.561888367500011 85.769879735700016 128.88186563570002 143.58239362595003 194.03220695150003 59.078594408600004 40.574766824850009 117.57433941890001 13.602243858600003 0.12419000000000002 0.22387500000000005 22.564947233300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 10 -7 -3 -9 -8 11 -5 13 14 15 -2 -17 -14 -19 -20 -21 -22 24 -24 -23 26 -26 -25 29 -29
right_child=12 2 3 5 -6 6 9 8 -10 -11 -12 -13 17 -15 -16 16 -18 18 19 20 21 22 23 27 25 -27 -28 28 -30 -31
leaf_value=0.00041632640601327016 -0.10014626590023545 0.098927427422640102 0.068801655134348064 -0.100014092402399 -0.10036289778373719 -0.084990046810127701 -0.024619079849276342 -0.10006653247141624 0.09445136286299291 0.080356902996681329 0.09957274417736689 0.10009546207664849 0.10001466315357806 -0.00084415221360455324 -0.10018580167066189 0.058100405651304345 -0.020263718917358127 -0.1001904213012732 0.0038817393233352513 -0.10026045524783447 0.056815724587833752 0.00016751164796695146 -0.062160036219605808 5.8199917126207338e-05 0.00030248029551094421 -0.010420750138155337 -0.0055895385967886469 0.007528929473576397 -0.0013330599645606696 0.10008822332341183
leaf_weight=4.4628675401185429 0.0068037578726948258 0.017767450829787854 0.002975950204618715 0.0013509310888917695 0.01387719799205045 0.0035290355399688333 0.0021614106890788243 0.0011976801241478366 0.0016081725663070756 0.0030181749450690631 0.0091544174192677019 0.0028009312227368355 0.0014945750590474862 0.58764566898614845 0.015328854656559088 0.0079380655643319642 0.0077453503399738102 0.001142870052716626 0.52667382971411925 0.0024697027402059693 0.013292445524711094 4.1019858608158044 0.012329443163255571 30.514246914893654 2.0673339686500478 0.55536375505653257 0.52555266401883205 0.045839845949107949 0.53870846580413634 0.03132214849574666
leaf_count=1411 42 23 42 119 66 85 57 163 6 38 11 1 4 146 56 21 19 1 13 2 13 162 39 1681 60 29 123 74 114 12
internal_value=-1.29206e-06 0.000753134 0.0260407 -0.00622209 -0.0704916 0.0429784 -0.0127016 0.0869931 0.0114213 0.036551 0.0794196 0.0349839 -8.75274e-05 -0.00385141 -0.050583 -0.0167703 0.0193998 -2.70676e-05 -3.09078e-05 -2.79678e-05 -8.15794e-05 -7.51374e-05 -9.48344e-05 0.000121105 -0.00102237 -0.00257272 -0.000891774 0.000145772 0.00448466 0.0451013
internal_weight=44.0855 4.52231 0.0594414 0.038868 0.0168531 0.0220149 0.00870862 0.0205733 0.00280585 0.00517959 0.0133063 0.00415186 39.5632 0.625462 0.037816 0.0224872 0.0156834 38.9378 38.9363 38.9351 38.4084 38.406 38.3927 31.1424 7.25024 3.14825 2.59289 31.1301 0.61587 0.077162
internal_count=4633 2022 611 419 108 311 180 192 169 95 131 120 2611 284 138 82 40 2327 2323 2322 2309 2307 2294 1920 374 212 183 1881 200 86
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=8 7 7 7 13 7 8 5 3 18 2 20 20 22 8 0 6 15 6 13 21 3 7 18 17 7 23 8 21 2
split_gain=0.000246233 0.000665077 0.00564556 0.00761276 0.00277632 0.0013631 0.000347494 0.000627893 0.000369834 0.00172575 0.0191358 0.0248344 0.00137412 0.00109758 0.0053896 0.00406834 0.00377329 0.00445186 0.00430694 0.00258954 0.000827431 0.000659703 0.00329546 0.000522784 0.00275157 0.000956457 0.0140253 0.00786334 0.00681992 0.000903806
threshold=8.8430989333000021 23.322419822750003 22.598495330900004 22.398098708400003 121.22795401815002 21.115414688150004 8.7431769115000026 21.990725385850002 93.776108048150022 12.964611930900002 133.03767462420004 43.131467368600006 42.243697547450004 -0.27494999999999997 8.3434888241000014 87.261973998100004 15.400359826950002 24.140213186200004 13.825323026450002 101.03763345850001 5.8920528450000011 93.499196860750018 22.907491544400003 13.278511569200001 189.44392401325004 23.109894804950002 0.088075000000000028 8.543332867800002 2.3889051598000006 45.979371440700014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 8 -8 13 -10 11 12 -11 14 15 -1 17 18 19 20 -17 23 -23 24 -15 26 -25 28 -28 -27
right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 -12 -13 -14 21 -16 16 -18 -19 -20 -21 -22 22 -24 25 -26 29 27 -29 -30 -31
leaf_value=-0.10036728740012618 -0.005635367901637516 -0.0010980855075022444 -0.056068053227045493 0.097029325889146839 0.027430067920187734 -0.08510113002191376 0.0030312314895623161 -0.00014962415306467332 -7.685019993835333e-06 0.098950627572992597 -0.00041158883602195956 -0.054499098734244036 0.059893270073810449 4.484760569187945e-05 -0.063471492095938303 0.010588465268848433 0.10006679437244864 -0.074394195548357425 -0.10007809503984039 0.0783282997288028 -0.10001349999736092 -0.0082547274718470891 -8.2899033627503526e-05 0.00057080791514816374 0.0075566393374163592 0.054891185636156928 -0.070559493616411492 -0.10042962848854252 0.029944344189821837 -6.0017326503730362e-05
leaf_weight=0.0029919375883457602 0.0033417368092533151 0.51964133443217975 0.018264164298400942 0.0080472997492506693 0.0066400119469562915 0.0060967351022327421 1.0521423883728851 1.51296462358448 3.4585753864224698 0.039391252081056538 0.5473305321148203 0.015499541143071838 0.011678402021061629 3.6006127400697912 0.01545609366596068 0.0019278990016516348 0.0050731422525132066 0.0053744249889859921 0.002125783920860159 0.0098371304396920323 0.0010419852624180548 0.58858441157730057 3.0543809994476305 0.52722703878905897 0.56401983096657193 0.0029934132833265839 0.01330181724563928 0.02165469984174706 0.013711257228363749 28.444756085535047
leaf_count=3 34 59 42 10 30 29 34 38 583 93 193 27 6 97 39 151 6 41 10 35 69 78 44 247 59 4 10 11 36 2515
internal_value=-8.66595e-07 -0.00208059 -0.0141247 0.017628 -0.0221125 -0.0569659 2.59962e-05 0.00115508 -4.4734e-05 0.000859596 0.00574566 0.0563705 0.0900191 -0.000144608 -0.0159601 0.00992223 0.0229236 0.00365171 0.031741 0.0536211 -0.0282163 -0.000125788 -0.0014032 1.44293e-05 0.00106218 -0.000135913 -0.00417059 -0.0555351 -0.0195459 -5.42351e-05
internal_weight=44.0747 0.562031 0.0423899 0.0241258 0.0160785 0.00943847 43.5127 2.56511 40.9475 4.07248 0.6139 0.0665692 0.0510697 36.8751 0.0438284 0.0283723 0.0253804 0.0203072 0.0149328 0.012807 0.00296988 36.8312 3.64297 33.1883 4.16463 29.0236 0.575895 0.0486678 0.0270131 28.4477
internal_count=4633 204 145 103 93 63 4429 72 4357 902 319 126 99 3455 354 315 312 306 265 255 220 3101 122 2979 156 2823 304 57 46 2519
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=9 22 0 12 20 2 20 5 13 12 8 13 0 23 6 23 16 3 23 12 6 7 0 4 9 2 22 20 23 16
split_gain=0.000275323 0.00306677 0.0101763 0.0109818 0.00623594 0.00410768 0.00269195 0.00167833 0.00234036 0.00120962 0.00107376 0.0033026 0.000729718 0.00627887 0.00663925 0.00484959 0.00493281 0.00677685 0.0037544 0.00314283 0.00145002 0.000608714 0.000606408 0.00133077 0.000594105 0.00406665 0.00115383 0.0032493 0.0387138 0.0177588
threshold=186.70853236170004 -0.066979999999999998 85.866664228400012 160.67073594290002 39.032633164100012 197.03438354685002 43.477771593600004 23.499898996300001 118.06363879865002 316.7844411196001 3.0476216663000004 105.21549739325002 85.732241321850012 0.10087500000000002 16.465384711100004 0.093955000000000025 22.634947069650003 95.002044955650021 -0.53179999999999994 160.67073594290002 21.760508430800005 22.375171215700004 85.769879735700016 143.58239362595003 194.03220695150003 59.078594408600004 -0.040509999999999997 40.636252116050009 0.10876000000000002 22.584947186600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 7 4 -4 10 -7 -3 -9 -8 11 -5 13 14 -2 16 -16 19 -14 -18 -19 -1 -20 -24 26 -26 27 -25 29 -29
right_child=12 2 3 5 -6 6 9 8 -10 -11 -12 -13 18 -15 15 -17 17 20 22 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00091065293505520294 -0.10022492969229135 0.098562326922075894 0.064563571600193187 -0.1000127536858708 -0.10032794145982581 -0.0824639935084754 -0.026867898114143016 -0.10005991097223804 0.093328210000075157 0.074047294155855967 0.099463112611270457 0.10008637142814879 0.096148425150359998 -0.00060660252580667666 -0.10013810631435234 -0.10012518628312539 0.093728953626259048 -0.10006285537129284 0.0033373123998538326 0.0079391532136194043 -0.011270552360402506 0.0014535312936361012 0.027770366579827416 1.6801644212978617e-05 -0.058297221221279838 0.00011293824462336603 0.00020498630565595505 -0.014475769943216785 -0.00017468986149209742 -0.09169706775316637
leaf_weight=1.8871045604587191 0.012742941812745268 0.015337745198403016 0.002806717799360107 0.0012227133413149635 0.012543873244990511 0.003291970025201818 0.001964845572839824 0.0010886580228832701 0.0014718072970936191 0.0030033323666032175 0.0082508339710329892 0.0025347578339278698 0.004058192021210937 0.57531135615465701 0.0041312860800957188 0.0056839231356207156 0.0089213078608736396 0.0042267382505087872 0.5242406708348345 0.0081907319175797966 0.0032559079784277856 2.5752392756950284 0.01714076624192884 2.0691998710655581 0.01192411971532692 31.114326455603056 4.0567974729899188 0.050873997269043403 1.0034500135634514 0.071828550513600931
leaf_count=694 50 23 42 119 66 85 54 163 6 41 11 1 3 63 45 25 9 32 13 39 21 717 20 104 39 1878 94 141 7 28
internal_value=-6.09747e-07 0.000739117 0.0245352 -0.00637579 -0.070179 0.0419465 -0.0123329 0.0860507 0.0111035 0.0341367 0.0792836 0.0349724 -8.50804e-05 -0.00348192 -0.0385637 -0.0157288 0.000970473 0.0179542 -3.07586e-05 0.0526654 -0.0614268 0.000453729 -4.07873e-05 -8.69108e-05 -9.93526e-05 9.0562e-05 -0.000914466 -0.00233572 -0.00665825 -0.0596802
internal_weight=44.0622 4.51586 0.0535173 0.035619 0.0153506 0.0202685 0.00826015 0.0178982 0.00256047 0.00496818 0.0120083 0.00375747 39.5463 0.622464 0.0471528 0.0344099 0.028726 0.0245947 38.9238 0.017112 0.00748265 4.46234 38.9198 38.3955 38.3784 31.1263 7.25215 3.19535 1.12615 0.122703
internal_count=4633 2022 611 419 108 311 180 192 169 95 131 120 2611 284 221 171 146 101 2327 48 53 1411 2324 2311 2291 1917 374 280 176 169
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=6 0 10 17 0 20 7 17 4 16 20 20 0 23 4 12 2 22 4 23 6 21 0 10 8 23 3 21 13 10
split_gain=0.000291494 0.00311901 0.028866 0.0240626 0.019135 0.0127807 0.00738523 0.00145124 0.00437274 0.00120021 0.0215075 0.00485362 0.00172633 0.00321375 0.00128931 0.00469093 0.00371289 0.00343278 0.00292462 0.000917782 0.000886464 0.00249023 0.000820724 0.0399146 0.0124575 0.0101033 0.00366993 0.0013293 0.0254997 0.0128794
threshold=14.745344522600002 90.321439350550008 66.859265246100009 188.85216786605002 93.308316333500017 37.817254840650008 23.913271136350005 162.04221493815001 143.58239362595003 21.754949127450004 37.817254840650008 43.477771593600004 88.350799540950007 -0.27651499999999996 150.69347026435003 95.011694655150009 71.708303056200009 -0.095854999999999996 157.77812180380002 -1.0000000180025095e-35 16.355382140900002 9.6397968770500011 95.988709089550014 69.633754036750005 7.943800736700001 0.089045000000000027 84.850427055100013 6.9984086918000008 104.19926021995002 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 9 6 -4 5 -5 -3 -1 -9 10 -2 -12 13 -11 17 -16 -17 -15 -18 -13 21 -20 23 -10 25 26 -25 -24 29 -29
right_child=1 2 3 4 -6 -7 -8 8 22 12 11 19 -14 14 15 16 18 -19 20 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.085804752454026759 0.00023289368814915628 0.035329222476208753 0.063623172422172233 -0.010479083850810693 0.00065817483512763163 -0.10020261564139839 0.1000610053019657 0.080063465233780981 0.00036633767975135514 0.085880419763344054 -0.098903769085524701 -0.019094345518609532 0.0056629112684473543 0.016793331089870297 0.050569283709859129 0.10012618875346327 -0.10024294789339883 -0.081361238435908367 -0.0072861432759942467 0.075767758615025327 9.029941475357744e-05 0.0020873490362142057 0.00010045766943244184 0.086589742708147927 -0.10028424720716021 -0.10015470125489739 -0.05928284846239891 0.081412618505025416 -0.10042597938177872 -0.0030272973870333411
leaf_weight=0.0019856779718442344 0.54990425761418227 0.035508584749435523 0.055631547671509907 0.030615493486038758 0.60518206845716804 0.032976488406347926 0.03499513745191507 0.0067664631824254631 2.0372935638414411 0.0043563086073906679 0.028092653199733197 0.0034029183164632215 0.54975179902248683 0.0074651192117016762 0.018329567858020535 0.0037001599557723299 0.0029132114723350302 0.006816609714635713 0.58835545660283617 0.0014563860243868012 23.536183804388735 0.54685854689608959 14.696659959829484 0.0085714313508588047 0.053042944729384089 0.0065789513132585844 0.0021591328896373172 0.018686379490632232 0.026595908184418704 0.54188701664242889
leaf_count=253 235 20 33 19 142 62 35 8 180 4 257 154 45 20 12 1 2 22 96 28 752 44 1156 55 238 29 115 65 54 497
internal_value=-1.20205e-06 0.000206704 0.00637652 0.000431552 -0.004825 -0.0570064 0.0674594 -0.000319539 -0.000309783 1.69593e-05 -0.00446942 -0.0829419 0.00012046 -2.82455e-06 -1.79652e-05 -5.94693e-07 -3.81554e-05 -0.0300554 -5.31761e-05 0.00933685 -4.13456e-05 -0.00277072 -0.000341053 -0.00219095 -0.0762459 -0.00258323 0.0572382 -8.59519e-05 -0.00475172 -0.000212543
internal_weight=44.0427 26.6425 0.794909 0.724406 0.668774 0.063592 0.0705037 17.4002 17.3982 25.8476 0.582856 0.032952 25.2647 24.715 24.7106 24.6963 24.678 0.0142817 24.6743 0.0048593 24.6714 1.13521 17.3915 2.10765 0.0703525 0.0173095 0.0107306 15.2838 0.587169 0.560573
internal_count=4633 1983 311 256 223 81 55 2650 2397 1672 674 439 998 953 949 907 895 42 894 182 892 140 2389 617 437 199 170 1772 616 562
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=15 22 0 9 8 3 8 22 20 18 6 6 16 17 16 22 22 23 0 0 23 9 3 23 23 14 20 7 18 4
split_gain=0.000253983 0.00106663 0.00196429 0.00963182 0.0299789 0.0169766 0.00692666 0.00146418 0.00132299 0.0133069 0.0188994 0.00792371 0.00162579 0.00115554 0.00114921 0.000913199 0.0112025 0.0107583 0.00928741 0.00613757 0.00694173 0.00688347 0.00593224 0.00314851 0.00596874 0.00243345 0.00231712 0.00308954 0.00669796 0.00531072
threshold=37.882159664350006 -0.095074999999999993 86.345209775600011 201.40496258350001 8.6432548896500023 92.585121096400016 8.3434888241000014 -0.083834999999999993 41.873095646600007 13.023955459300002 16.495385412050002 16.515385879350003 22.634947069650003 197.78839148195001 22.584947186600004 -0.101255 -0.11051999999999999 0.089965000000000031 93.843319501450011 86.420486603250012 0.099855000000000027 201.16241229375001 94.472418703950012 -0.27118499999999995 -0.249005 129.42733769190002 32.724174661450007 22.093462376800005 12.743963501900001 143.58239362595003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 14 8 4 5 6 -4 -5 -3 -10 12 -12 -11 -9 -2 16 19 18 -18 20 21 22 -1 -17 -25 -26 -27 -28 -29 -30
right_child=1 2 3 7 -6 -7 -8 13 9 10 11 -13 -14 -15 -16 23 17 -19 -20 -21 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.097264176677648903 -0.00037696396879176937 0.00033648151254268144 -0.021850610942561213 0.0048112346526556354 0.0016376703418709176 0.075429420133467984 0.046780184886748885 0.00036043932580879476 0.0010217892081489984 -0.10037923309402906 0.058944520796148016 -0.039822579687619972 -0.050997975015603693 -0.0049505574594015909 -0.0052591381227306243 -0.072798855812566732 0.054055459376461439 0.08373111132928443 -0.10024987804844482 0.00026588483613539815 -0.055189357074664949 -0.06557964174900216 -0.012124833512536124 0.066803196488711691 -0.071435576915026458 -0.063814220638255925 -0.060304272899235171 0.0872350367264354 0.08592442030031161 -0.00042357286789513704
leaf_weight=0.023519203750048123 3.0317294354353517 7.1177729921000701 0.033341608507726384 0.52936698728984799 0.51203651446849108 0.10324353430769406 0.026310079556424171 1.5084401590393102 0.52239969455946766 0.032106175955192384 0.017152491193201058 0.01542968191748173 0.0084145088921872002 0.56241035116136107 0.57331377695868457 0.006005240299628122 0.0083762719368878913 0.031220497289714655 0.0073000522865822029 4.1424922594373417 0.0064961152112914524 0.0039949919213881904 0.0062817124221430367 0.01321619327057888 0.004823921255559748 0.0057613834402044919 0.0086034647025233779 0.0087246240209449821 0.0071247873274832276 25.138392452552299
leaf_count=28 76 139 33 25 5 34 12 19 38 79 14 29 24 117 157 101 13 30 52 1256 23 19 440 48 12 89 198 9 7 1507
internal_value=-1.87155e-06 0.000339209 0.000828893 0.00288071 0.0135249 0.0508907 0.00841981 0.000117823 -4.23347e-05 -0.00457015 -0.0445307 0.0121722 -0.0901247 -0.00108194 -0.00115338 -0.000171048 0.0011886 0.0497919 -0.0178005 0.000643669 0.0394844 0.0576822 0.0742062 -0.000399324 -0.000382062 -0.000417334 -0.000403723 -0.000389204 -0.000368711 -0.000399107
internal_weight=44.0158 14.5935 10.9884 3.27515 0.674932 0.162895 0.0596517 2.60022 7.71328 0.595503 0.0731029 0.0325822 0.0405207 2.07085 3.60504 29.4223 4.22968 0.0468968 0.0156763 4.18278 0.040292 0.0337959 0.0298009 25.1927 25.1866 25.1734 25.1686 25.1628 25.1542 25.1455
internal_count=4633 801 568 245 84 79 45 161 323 184 146 43 103 136 233 3832 1861 95 65 1766 510 487 468 1971 1870 1822 1810 1721 1523 1514
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=22 20 12 12 17 23 23 22 2 20 0 13 21 21 8 20 0 21 16 16 15 20 23 5 13 20 6 5 23 9
split_gain=0.00025447 0.00252494 0.00276868 0.0137126 0.00338486 0.000757915 0.00286256 0.0011325 0.0141744 0.0221524 0.0115721 0.00456805 0.00423847 0.00228012 0.000795012 0.00154556 0.000672491 0.000710519 0.00231371 0.000716837 0.000645066 0.000525284 0.0128972 0.0137197 0.0136151 0.0073522 0.00556431 0.00400163 0.00304238 0.00230038
threshold=-0.036264999999999999 32.724174661450007 87.111491403900018 84.828830943350013 177.73379099395004 0.096480000000000024 0.10214000000000002 0.048475000000000011 187.91736117530004 36.242939472700009 86.162394622750014 117.64961624655002 1.0000000180025095e-35 9.4810485893500012 8.1436447804000007 41.641174900500005 86.345209775600011 12.377125061300001 22.584947186600004 20.629951758200004 42.968808980200009 43.477771593600004 0.08326500000000002 21.252944829650001 108.06526301150002 45.044778924400006 14.355335410100002 21.438877744300004 0.081235000000000016 203.80256579455002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 3 4 -3 7 -7 8 9 -4 11 13 -12 -11 15 -14 -8 18 19 -18 -10 -1 25 24 26 27 29 28 -23 -24
right_child=1 2 5 -5 -6 6 16 -9 20 10 12 -13 14 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022504050039539095 -0.075149786643266853 0.0034952558082023324 0.089644920216065488 0.089623306606340866 -0.10014338113012167 0.0079928340452341054 -0.0027634700643726969 0.00014655846706592589 0.0022105174392967599 -0.1001449809877558 -0.024959399175525088 0.099897848968390809 -0.0090403684174227405 0.07258928485239001 -0.10080364124811117 -0.10009322841305113 0.0035659828603970389 -0.00037203962393891497 0.0078045258170248684 -0.00065942651168801787 -0.0027612321505925603 -0.056248327074883878 0.024882441395792522 0.090258170195378254 -0.077026027906506991 -1.8068509399160105e-05 0.10037121948471478 -0.093856580015716895 0.081062150763306251 -0.10003685992190328
leaf_weight=29.397824707299659 0.0044280489739784148 0.0063342237695759307 0.010608153537378651 0.016970459082982892 0.0062714918685742305 0.55370430392005499 0.58071792601656103 6.5995413457158119 0.53152923390163287 0.002465396158619404 0.010579492361101783 0.00526442981913533 0.0029706009960639435 0.0011074620372846233 0.039366878554574214 0.005005422898760159 0.54593212429028071 2.513453100850298 0.54119316514697846 1.5175741749735605 0.51267971726258565 0.0038456885344179117 0.0045891734427421218 0.032861399824525961 0.013695692839974072 0.51324064371101352 0.010832077823579311 0.013215115284081147 0.0027801993404352743 0.0021717623165784516
leaf_count=2323 70 21 11 14 23 59 48 535 168 54 12 6 12 11 20 87 73 42 13 25 39 90 69 96 48 510 1 70 62 21
internal_value=-1.05636e-06 0.000350844 0.000374718 0.0309384 -0.0480662 0.000310028 0.00112843 -0.000352713 -0.00329051 -0.0445906 -0.0659208 0.0406684 -0.0821832 -0.0466034 -0.0949707 -0.0661814 0.000461479 0.00082739 0.0019848 0.00045847 -0.000230484 -0.000165394 0.00277062 0.0451324 -0.0022616 -0.00232712 0.0559405 -0.0620568 0.00136667 -0.0152444
internal_weight=44.0028 14.0077 14.0033 0.0295762 0.0126057 13.9737 6.25257 7.72112 1.12158 0.0773678 0.0667597 0.00883729 0.0579224 0.00357286 0.0473429 0.00797602 5.69887 5.11815 2.6047 2.06351 1.04421 29.9951 0.597232 0.0641501 0.0312887 0.533082 0.017593 0.019841 0.00662589 0.00676094
internal_count=4633 1343 1273 58 44 1215 260 955 420 213 202 71 131 65 119 99 201 153 111 98 207 3290 967 235 139 732 91 222 152 90
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=16 10 18 9 3 8 15 18 19 10 10 8 0 18 0 18 18 7 4 4 15 18 14 3 23 17 21 20 3 19
split_gain=0.000263177 0.00248893 0.00289024 0.00268189 0.00103533 0.000860854 0.000579602 0.00807152 0.00697938 0.00467803 0.00331945 0.0022206 0.00100068 0.00423566 0.00199277 0.000548832 0.000293837 0.00233723 0.0202012 0.00731727 0.0148231 0.0092176 0.0064908 0.00318583 0.00315447 0.0193402 0.004381 0.00199353 0.00173249 0.023317
threshold=14.034967180100002 81.210254746450019 17.781810820850005 66.544071737050004 83.866451379300017 2.1483234697000007 20.734744936600006 15.957401718700002 12.250988447150002 76.279622535200005 77.209829048350016 7.4441906275000003 101.61296349840002 16.399957653700003 101.80384402570002 14.390586827150001 13.988302431200003 23.853977146050003 147.36370056065002 165.86037890555002 30.505324983850006 14.262527874400002 156.96193988595004 82.605564516150011 -0.091114999999999988 193.94976740385002 1.2847270946000002 40.330620469300008 85.589753040950015 14.151141757350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -2 12 -10 -11 -12 -9 -14 -15 -6 -8 18 -18 -20 21 -21 -19 -23 25 -24 -27 -28 -26 -30
right_child=6 -3 -4 -5 15 -7 16 8 9 10 11 -13 13 14 -16 -17 17 22 19 20 -22 23 24 -25 28 26 27 -29 29 -31
leaf_value=0.020837150814402385 -6.565885273753911e-05 -0.0010127781181125495 0.10000992397466693 -0.10006530669934499 -0.00081264351188319842 -0.094484640817216789 0.00018593438178344593 0.091715720684127922 -0.10017229712467335 0.10003566882265913 0.054705572856404684 -0.1000824114445133 0.098214391017282798 0.047898497393948358 -0.10002873396390027 0.090690629248441734 0.00067474332416047548 -0.10036584571742529 -0.1008386047299189 0.06882985044423319 -0.078737239011857474 0.070619496457755268 -0.10133923539394925 -0.10013854716598303 -0.00023576600796419253 0.092667675575284825 -0.043986834901481427 0.038822889827771413 0.053076068687325263 -0.0021341725885530537
leaf_weight=0.0010608765788096552 0.50673149495551051 1.0141784960730558 0.0012625182280316958 0.0069226896195078713 0.0015449910422571378 0.0016604182052617489 27.807684674721891 0.015957748240907677 0.0042743831461393711 0.003599463845603168 0.0016161211275633747 0.0021730181465500209 0.0069231006264089956 0.0016361048037651926 0.0020538795204352311 0.0011385326700095177 0.51298153921379785 0.0064545142122359725 0.02334451544614069 0.016027248373106318 0.031359673674728583 0.0013472731144474883 0.018865460716480764 0.0057799784533045795 13.283998497642484 0.0087400190944233458 0.0056009079125942662 0.0060443549441515643 0.087690965210918459 0.59913339476224792
leaf_count=67 179 1055 5 126 61 37 1605 15 7 4 24 19 18 3 56 12 10 10 14 26 38 25 30 83 775 13 14 28 103 171
internal_value=-1.02827e-06 -0.00158243 -0.0440938 -0.0588522 -0.00606489 -0.0495273 3.6805e-05 0.00327728 0.0475829 -0.0169056 0.031265 -0.0340632 0.0758894 0.0520931 -0.0344392 0.0380092 -4.82989e-06 -0.000367983 -0.00652896 -0.0539915 -0.0339302 0.026755 -0.000108279 -0.0678599 -6.20895e-05 -0.0283715 0.0391562 -0.00100529 1.74451e-05 0.00491485
internal_weight=43.9878 1.02777 0.01359 0.0123275 0.00540482 0.00272129 42.96 0.544965 0.0382338 0.011663 0.0073886 0.00378914 0.0265708 0.0106131 0.00368998 0.00268352 42.4151 14.6074 0.59084 0.0778587 0.0545142 0.0231545 14.0165 0.00712725 14.0101 0.0392507 0.0203853 0.0116453 13.9708 0.686824
internal_count=4633 1363 308 303 177 104 3270 325 146 54 47 43 92 77 59 73 2945 1340 196 186 172 134 1144 108 1134 85 55 42 1049 274
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=22 16 4 12 2 21 22 21 6 22 10 19 23 5 18 13 22 20 23 2 8 17 6 3 21 7 20 6 3 12
split_gain=0.000235523 0.00122392 0.0100763 0.00763088 0.00424941 0.002663 0.0048948 0.00476607 0.00450093 0.0031142 0.00234312 0.00160063 0.00158744 0.00147381 0.00128541 0.0025348 0.00247623 0.00119546 0.0160906 0.00985512 0.00407016 0.0040377 0.00151591 0.00532467 0.0368944 0.0124989 0.026687 0.00212418 0.00113857 0.00104071
threshold=-0.079369999999999996 15.124964631250002 173.16684681400002 156.08429227995003 136.64906039505004 1.0000000180025095e-35 -0.096559999999999993 0.37234627945000004 14.825346391850003 -0.13006999999999999 71.104340634100012 12.250988447150002 0.10487000000000003 14.121416629950001 17.327266398450003 95.811270852950017 -0.15734499999999998 43.426369480700011 0.08326500000000002 90.05676182820001 8.4434108459500017 197.02652249450003 16.265380038000004 82.912048743050008 8.9448347342500032 24.227986230350002 36.859113051050009 15.345358541850002 92.316275283350009 285.94642765385009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 -5 6 8 -7 10 12 -3 14 -10 -4 16 29 -6 22 -19 20 -20 -21 23 -9 25 26 -25 -26 -24 -16
right_child=-2 5 3 4 11 7 -8 17 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 21 -22 -23 28 24 27 -27 -28 -29 -30 -31
leaf_value=0.09724699933398849 0.00020733502153878964 -0.10009788982705339 -0.00076542419584098602 0.10010016326903599 0.022723699094295099 -0.090219586610556207 -0.02889369413108785 -0.00048093214626385259 -0.030106893998989949 0.0943913966161396 0.026415230654226841 -0.082807131910633117 0.089802751369920539 -0.10013749887812236 -0.10002997826832094 0.089423180961858362 -0.077704113007083131 -0.001120197359387203 -0.094024693551479285 0.089765114958205397 0.040998481926058129 0.0065571174863045811 0.0043697576516962561 0.050072431203350878 -0.099971238024188433 0.0014123774956658938 -0.093678161046239938 -0.058686599430373389 -0.00018651826143206306 0.027321039854941678
leaf_weight=0.01148445146759694 24.25645098169764 0.0025216211371059663 0.0018085328430674829 0.0051708752289414397 0.0068186207082119865 0.0058990361528711279 0.011344438863661509 3.0431391790833007 0.0037216910813597766 0.015397378025227228 0.0034901983804940598 0.0021690707873902584 0.0015697146091042669 0.0085408581962469476 0.0012836482010873352 0.0042617126168806863 0.0038366380157555668 0.52737948306623295 0.0053302147071008221 0.036733960819390177 0.0038415017515944783 0.0069323936659202437 0.56962798398490022 0.019123476332879252 0.039294514162975247 0.56217886861963962 0.039777216928996495 0.018251480337937664 14.753844285124663 0.001283117594279154
leaf_count=13 1867 14 160 2 193 10 33 186 180 16 35 79 14 77 148 18 145 334 18 104 28 20 73 22 64 129 40 15 415 181
internal_value=-1.31694e-06 -0.000258019 0.0159191 -0.0106355 0.0194396 -0.000296393 0.0261348 -0.000347616 0.049515 0.0716473 -0.0266499 -0.00178316 0.00546474 -0.0827725 0.00826885 0.0421395 -0.0134373 -0.000320602 0.00415093 0.0567623 -0.0374713 0.0765552 -0.000456828 -0.00226712 -0.0102768 -0.00317945 -0.0470062 -0.0868773 -1.71453e-05 -0.0363676
internal_weight=43.9725 19.7161 0.0466575 0.0351731 0.0248237 19.6694 0.038045 19.6314 0.0267006 0.0206888 0.00601182 0.0196528 0.00529141 0.0103494 0.0174837 0.00682848 0.0106553 19.6255 0.580218 0.0528381 0.00917172 0.0436664 19.0452 3.72176 0.678626 0.62108 0.0589007 0.057546 15.3235 0.00256677
internal_count=4633 2766 1016 1003 766 1750 292 1458 259 210 49 764 194 237 685 347 338 1448 504 170 46 124 944 456 270 191 62 79 488 329
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=15 22 12 16 21 15 15 22 0 19 15 2 12 20 19 19 22 13 20 15 5 13 5 13 13 13 3 15 22 22
split_gain=0.000230259 0.000838247 0.0037977 0.00120775 0.000913181 0.00144998 0.000795848 0.000528707 0.00839812 0.00794553 0.00229642 0.00143088 0.00675533 0.00255602 0.00142274 0.00137562 0.0172278 0.00876195 0.00263411 0.0033052 0.00138833 0.00327615 0.0027953 0.0024663 0.00134664 0.00118349 0.0025076 0.00109024 0.000887691 0.00147689
threshold=41.29990759910001 -0.06828999999999999 234.58875745590004 22.604947139800004 6.5613067478000007 43.376643616500012 40.726271367500011 -0.101255 85.968825637350008 14.451165964200003 36.136500007950012 72.043920985000014 94.177001085000015 40.574766824850009 14.351157895250003 13.151061067750001 -0.14008999999999996 108.49810477050001 39.955516828000007 18.939493156800005 16.043149448600001 104.04332964835001 15.479362323100002 99.658454437600014 116.86189801435002 103.89008753490002 81.93344998355002 19.198394745150004 -0.08158 -0.085550000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 7 8 9 10 14 12 13 -10 24 16 17 18 19 -13 21 22 23 -20 27 26 -18 -1 29 -9
right_child=1 2 3 -5 -6 -7 -8 28 11 -11 -12 15 -14 -15 -16 -17 25 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.075586105329754544 -0.00016502707563233979 0.0084146602231179781 0.0021653645475622312 -0.0045645767975484742 0.00059839450153889172 -0.0062268685944222831 -0.0037925043936536881 -0.0007797768685335678 -0.081465621076795891 0.093505732228862257 -0.10005753555951158 0.055634200108875459 0.057278926098446349 0.0029210445036955946 0.099248071341284938 0.00011875967503482696 -0.044228670792332107 0.081118373469985933 -0.01324531719564051 -0.093864404795584139 -0.00044318759858500084 0.098207801988917445 -0.1001192505862617 0.085227147209442009 -0.10001885624634338 0.100013515653959 0.10006474935382106 0.031122771837679211 7.8446552626187677e-05 -0.0060044908069863462
leaf_weight=0.0011676362069515944 1.3824636356700901 0.65617931477740299 0.52492147435796688 0.54197991775623677 6.0949771642778003 0.55221629560763563 0.58124813257199903 6.1537913662850032 0.012459804393529228 0.018759043020509125 0.0023468628691034618 0.0019578968016012999 0.0073145335773006073 0.005041756550681952 0.0015166950383900257 5.1247230283333778 0.0019296105537485167 0.013537939433717838 0.0069611539523319887 0.0060441227806744546 0.50947248954263458 0.0048353864717114439 0.0022283157959464015 0.0040077088101568847 0.0012882496032107227 0.018775651660689618 0.0032045197840542272 0.0053192180515200249 21.11983515850109 0.59318438968036158
leaf_count=70 34 83 23 69 134 162 75 351 50 20 11 166 7 37 3 331 124 9 381 80 135 7 5 67 179 7 4 221 1639 149
internal_value=-1.58069e-06 0.000427033 0.00242836 -0.00125341 -2.43116e-06 -0.00189526 -0.000123804 -6.03763e-05 0.000812416 0.0532352 -0.0116723 0.000533948 -0.0234263 -0.057156 0.0106515 0.000638306 0.00528533 0.00166675 -0.000341836 -0.0572858 0.000521979 0.0277907 0.00199024 0.0227337 -0.0066311 0.0883795 0.0458335 0.0119151 -0.000240558 -0.00123913
internal_weight=43.9537 9.75274 1.72308 1.0669 8.02966 1.93468 34.201 33.6197 5.75289 0.0303977 0.0116387 5.72249 0.0248161 0.0175016 0.0092918 5.69768 0.572955 0.549045 0.535507 0.00800202 0.527505 0.0180326 0.0131972 0.0109689 0.0077751 0.0239098 0.00513413 0.00648685 27.8668 6.74698
internal_count=4633 505 175 92 330 196 4128 4053 1914 504 484 1410 94 87 473 1316 985 850 841 246 595 460 453 448 470 135 128 291 2139 500
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=20 22 9 15 20 22 17 14 20 22 12 21 17 16 4 12 7 6 20 20 22 7 16 21 17 19 23 5 21 23
split_gain=0.000287131 0.00485324 0.00899433 0.00379165 0.00267251 0.00175712 0.00167663 0.00296736 0.00137896 0.000960401 0.00122126 0.00106808 0.000847756 0.00501424 0.000740821 0.000649911 0.0105344 0.00395313 0.00928652 0.0098083 0.00135162 0.000980145 0.00141109 0.000704319 0.000549204 0.00053638 0.000435575 0.000741997 0.00104316 0.000400955
threshold=43.182896969600009 -0.095854999999999996 194.57718764590001 38.86986296220001 44.279556297950009 -0.156745 192.28474763930004 185.69548234475005 42.91168285345001 -0.237895 322.74414298955008 5.3283630236500015 191.06791329340004 18.664956353200004 190.32489633170002 285.94642765385009 23.960918281000001 16.285380505300001 41.559097512700014 39.896141435400004 -0.11334499999999999 25.764895874800001 18.044957803000003 1.1709819147500002 188.51582982015003 14.651182102100002 -0.15148999999999999 2.7155367820000005 6.5613067478000007 0.10385500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 14 9 12 -8 15 11 26 -6 13 -4 -2 25 20 18 19 -18 -17 -21 -23 -20 -3 -1 -11 -28 -29 -26
right_child=1 24 6 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 23 21 -22 22 -24 -25 29 -27 27 28 -30 -31
leaf_value=-1.2540236478718825e-05 0.099609804536623839 -0.0026446314682526586 -0.10002603162262794 -0.1002584096748957 0.016376249814197191 -0.10007582650111557 0.096187560201177913 -0.045281779851450425 -0.0049948324448151034 0.06363741054698778 -0.057823075414745718 -0.1000148277044213 0.10024643141358508 0.099946486040470114 0.015274245913450814 -0.0364629596672843 -0.092214897586056555 0.0010282398014446947 -0.035033485158891729 0.094985961153011819 -0.10035765685654033 -0.069266159731433283 0.081238222656977138 -0.10022171052644541 0.0013630900696344718 0.0031510971857922603 0.071675783933637813 0.05995960437769652 -0.056861834835520986 -0.00093940027471402102
leaf_weight=37.62424847954604 0.0030896808803498868 0.52346120300788612 0.0015839019797567735 0.0041385139525971218 0.0014054588172592855 0.0021135833272755153 0.0029285064883879377 0.0030031254558480214 0.56469618408829703 0.0028012264852858015 0.001874246047179895 0.0017958936347151067 0.013127638318110257 0.0060184048256815004 0.0015712807172687526 0.0046051296764026963 0.0052470466178410344 0.5185374439690662 0.001897021822969692 0.0074331235746285529 0.011778721099890754 0.0010041310999429065 0.0016410565112892073 0.013122147947854934 3.0719294050737354 0.54366291050337068 0.0015196250284713626 0.0012248728834265421 0.0020331566179585536 1.0033321810327462
leaf_count=2553 9 268 88 14 77 170 4 36 182 33 94 123 3 6 105 28 146 35 18 34 44 49 6 111 208 62 43 20 51 13
internal_value=-9.35765e-07 0.000742226 0.0316579 -0.0133503 0.00516169 -0.0156741 0.0714431 0.0245631 -8.88521e-05 -0.00157711 0.0144547 -0.0489168 0.0848572 0.0582832 0.071179 -1.73272e-05 -0.00338328 -0.00102472 -0.0361064 0.0186587 -0.0823983 0.0763825 0.0241057 -0.091988 0.000404552 3.25225e-05 0.0323289 0.0139722 -0.0129422 0.000796215
internal_weight=43.9468 4.64895 0.0502291 0.0235675 0.019429 0.0147681 0.0266616 0.00593163 39.2979 0.0126545 0.00945313 0.00320135 0.0207299 0.00760231 0.00466096 38.7332 0.565266 0.548882 0.0303445 0.0153254 0.0163839 0.0100783 0.00264519 0.0150192 4.59872 38.1679 0.00757888 0.00477765 0.00325803 4.07526
internal_count=4633 1365 876 739 725 611 137 40 3268 441 241 200 97 94 114 3086 471 399 364 235 72 89 55 129 489 2615 147 114 71 221
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=9 2 19 2 0 23 16 17 7 21 9 12 16 4 7 4 7 23 5 18 13 20 21 8 21 17 8 9 14 22
split_gain=0.000282655 0.00228913 0.00788869 0.00275174 0.000760735 0.00506084 0.00479734 0.00523313 0.0066192 0.00352202 0.00121655 0.00113926 0.000665386 0.00309201 0.000585845 0.00301014 0.000523699 0.00126163 0.00119597 0.000514891 0.0111874 0.0104359 0.0027849 0.00414936 0.00306176 0.00241543 0.00545394 0.0042225 0.00104931 0.000853686
threshold=186.70853236170004 72.043920985000014 14.451165964200003 60.643165405350004 85.732241321850012 0.10087500000000002 22.634947069650003 187.52613723835003 22.703933514050004 2.0976681454000006 196.51002155900002 58.770113158150004 22.674946976100003 128.88186563570002 22.557405306150006 141.79569928155004 22.929105819350003 0.10526500000000003 21.324133279950001 12.98549864095 117.54207792135001 41.835830569250014 0.98843639725000021 7.7439566930000003 2.3889051598000006 189.00567661160002 8.1436447804000007 66.544071737050004 301.50888169040007 -0.24023999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 10 -9 -10 -8 -6 13 -13 -15 -16 17 18 -17 -3 22 -22 23 28 -24 26 27 29 -21 -26
right_child=4 19 -4 -5 11 -7 7 8 9 -11 -12 12 -14 14 15 16 -18 -19 -20 20 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.028349519677261438 -0.10012768663456313 -1.0536021845388312e-05 0.10004240701325647 -0.077192151816681029 0.10001163134957963 -0.0011304633839855434 -0.10019844476237841 0.075941830967350077 0.0084972180837391206 -0.1001225783632273 -0.032004112600328968 -0.10021668047324171 0.0033229986963925285 0.0031691080841143374 0.10005321163629229 -0.0018434133746068019 -3.0090978582877757e-05 -0.0058303333594190996 0.0035134279233189057 -0.10001023617819138 0.099675495833898564 0.00010666678039289477 -0.078267553163427914 0.10007045959499368 -0.062775025917733332 0.0010069314941201079 0.099921228694983627 -0.096377582714915006 0.012109476617445039 0.02312644183346612
leaf_weight=0.0046745235243327299 0.0093928526941969848 3.3836060164081494 0.0095150183406076394 0.0052390327092908251 0.0011382455995762033 0.5727332149902935 0.0069215109140259301 0.0088963912048711791 0.0070613764182780869 0.00517143437787837 0.0042054105177840029 0.0030836588120938249 0.58148146038138193 0.54791135965934401 0.0029992267955013521 1.5360608050505176 35.03928934951756 0.53429528608182852 0.57196877386846257 0.0014668922125948541 0.022422415124822126 0.019841231113446156 0.0049783294719788476 0.0065018479654099792 0.0014669809156249141 1.0261306888339352 0.0026200235505484662 0.010084394378966355 0.0019368835544150437 0.0054733180704650284
leaf_count=24 98 569 29 16 4 63 22 17 24 31 29 3 77 50 2 38 2073 28 52 231 22 32 49 4 65 485 5 78 141 272
internal_value=-8.96175e-07 0.000749411 0.0350007 -0.0274263 -8.66337e-05 -0.00357794 -0.0372342 -0.0189199 0.0103096 -0.0374219 -0.0744245 -3.13763e-05 -3.43099e-05 -8.53673e-05 -7.72912e-05 -0.000124492 -0.000132465 -0.00149003 -0.000389949 0.000601089 0.00247746 0.0529316 0.00046704 0.0532418 -3.04765e-05 0.000341965 -0.0343922 -0.0550624 -0.0362097 0.00496933
internal_weight=43.9386 4.50596 0.0194286 0.00991356 39.4326 0.614382 0.041649 0.0322561 0.0211292 0.0122328 0.0111269 38.8182 38.8171 38.2356 38.2325 37.6846 37.6816 2.64232 2.10803 4.48653 1.10292 0.0422636 1.06066 0.00990562 1.05075 1.04578 0.0196447 0.0170247 0.00340378 0.0069403
internal_count=4633 2022 69 40 2611 284 221 123 72 55 51 2327 2323 2246 2243 2193 2191 118 90 1953 1384 54 1330 376 954 905 420 415 372 337
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=20 23 8 6 15 22 21 21 21 13 22 13 21 9 4 3 7 17 13 15 15 5 8 21 6 7 21 23 20 23
split_gain=0.000267447 0.00847704 0.00804128 0.00516579 0.00164258 0.00141231 0.00541823 0.00325513 0.00278214 0.00275563 0.00133447 0.000828678 0.00113045 0.000888503 0.0018047 0.000750753 0.000703259 0.000451863 0.000297162 0.000230602 0.000985966 0.000743658 0.00191857 0.00393151 0.000805916 0.000648004 0.000806035 0.000748799 0.000540311 0.00162548
threshold=43.735142172100005 0.086555000000000021 8.4434108459500017 13.915325129350002 27.220712026400005 -0.084259999999999988 3.4465547941500003 6.4178488307500006 6.5613067478000007 116.51508691550002 -0.088880000000000001 115.53111123975002 17.629804977050004 61.192192081150004 325.36462540085006 82.605564516150011 23.365573965200003 174.72950843050003 92.146902421150017 41.29990759910001 40.726271367500011 23.714185006400005 8.543332867800002 13.811848270300002 16.405383309150004 23.209106085000005 7.515317457250001 0.094385000000000011 42.686561923500008 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 5 3 4 15 6 10 -8 -9 11 17 12 13 -10 -15 16 -3 -2 -14 20 28 22 23 -21 -23 26 -26 -27 -1 -30
right_child=1 2 -4 -5 -6 -7 7 8 9 -11 -12 -13 18 14 -16 -17 -18 -19 -20 21 -22 24 -24 -25 25 27 -28 -29 29 -31
leaf_value=3.2784238165703437e-05 0.048644510096910926 0.085282271513748842 0.090940886654553271 -0.10013854362934978 0.098845184573335187 0.00067106651735790782 -0.096890934355325378 0.094672292482075218 -0.10001119184594352 -0.10007472708567709 0.10003661700691452 0.05297910160474565 -0.00057784576710800939 -0.10001740090302461 0.086897698044516691 -0.071322430197136619 -0.027864665757911279 -0.030436051092330097 0.064314673052003127 0.010261014590017428 -0.0042749745980544575 -0.0041188498744670933 -0.00019664669733261868 0.00020562116645147637 -0.00014625575026788672 -0.0003979505900315251 -0.0047348419029649407 0.0030826753725422536 0.0018665660795689995 -0.002971834710451331
leaf_weight=28.920294017250544 0.001431859657797574 0.001101707225602877 0.019895466765923686 0.0043801114444903533 0.0027829798896163993 1.5190003296774137 0.0077691113246314272 0.0019359019579496825 0.0020120773831595606 0.0042458727007770323 0.0035887590565834007 0.0020816636698555158 0.0015236429865126411 0.0010341287199686633 0.0010320961691192565 0.0011338977506234471 0.0010956127670513904 0.0014585833459648256 0.001314468529178825 0.62745768628553644 0.57640520910172099 0.54012508024187145 3.0776406753179799 1.022414771260628 1.3695062766690282 1.531507907398691 0.53135157377834463 1.0363339308823922 1.0435824206431692 2.0748461292731362
leaf_count=2551 80 13 36 19 11 202 192 5 219 73 8 19 29 51 26 30 99 27 49 102 72 64 51 19 86 81 53 18 151 197
internal_value=-6.80744e-07 0.00127724 0.0535816 -0.0172454 0.0421378 0.000250706 -0.0214471 -0.0442467 -0.0173031 -0.0336708 0.0593076 -0.00233722 -0.018986 -0.0527117 -0.00665179 -0.00523686 0.0288657 0.00873866 0.0294771 -4.83204e-05 -0.000175813 0.00037876 0.00127834 0.00402976 -0.000470298 -2.93032e-05 -0.00142891 0.00100677 -0.000102066 -0.00135266
internal_weight=43.9303 1.57882 0.0303898 0.0104943 0.0061142 1.54843 0.0294282 0.022949 0.0151799 0.013244 0.0064792 0.00899808 0.00691641 0.0040783 0.00206622 0.00333122 0.00219732 0.00289044 0.00283811 42.3515 32.6151 9.73634 4.72751 1.64987 5.00882 4.4687 1.90086 2.56784 32.0387 3.11843
internal_count=4633 1188 208 172 153 980 778 663 471 466 115 393 374 296 77 142 112 107 78 3445 2971 474 172 121 302 238 139 99 2899 348
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=20 22 14 20 23 17 6 4 20 22 15 3 5 18 5 12 13 17 3 23 9 19 22 17 19 23 20 6 6 19
split_gain=0.000317134 0.00451861 0.00802832 0.00507144 0.0025026 0.00242065 0.00204136 0.0017191 0.00133667 0.000952088 0.000569097 0.000902255 0.000758105 0.000729044 0.000603358 0.000528885 0.00791507 0.0101699 0.00662645 0.0058158 0.00251413 0.00106438 0.00173326 0.000453364 0.000429105 0.000377458 0.000821493 0.00216589 0.0057884 0.0322409
threshold=43.182896969600009 -0.095854999999999996 227.64501646235001 44.461493122800007 0.08079500000000002 187.63270803470002 15.345358541850002 208.25848595475003 42.91168285345001 -0.23890999999999998 15.508466602900002 69.085308578100012 23.881206071300003 11.890615410500002 19.426367441400004 285.94642765385009 117.51519334005 204.55825889135002 87.963661570150023 -0.25420999999999999 235.66332262790004 12.951044929850001 -0.11963999999999998 188.51582982015003 14.651182102100002 0.091885000000000022 40.986363433950011 16.445384243750002 14.745344522600002 14.551174033150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 9 6 -2 -5 15 -4 11 -11 14 -14 -12 24 17 19 20 -17 -19 22 -21 -3 25 -1 -27 28 -28 -30
right_child=1 23 4 7 -6 -7 -8 -9 -10 10 12 -13 13 -15 -16 16 -18 18 -20 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00031437845420931429 -0.10002451998954268 -0.0022976545293039528 -0.078265561588731533 -0.078841964716104676 -0.086989761942082355 0.09321865968127406 0.056402585394136763 0.041268071510062204 -0.0049250813461796314 0.042008469420041154 0.0026237493740752325 -0.080189263163502764 0.034971428934222448 -0.069681807790460543 0.094625549759300709 0.080196283276724414 0.00039505820889362164 -0.086419718174873122 0.072053238842036668 0.058435531346759377 0.084123287723987722 -0.10028425347407438 -0.10002335425913969 0.00082927523460800574 0.0028155196118207337 -0.00013162383671454315 0.00044270998064802487 -0.0003160250345151988 0.055649829653979258 0.00033951755188850349
leaf_weight=20.04773071198947 0.0012160676324125532 0.52321936515637446 0.0013149881837070118 0.0029673854151965875 0.0048761290078287453 0.021342667814678862 0.0026570269802874691 0.0019912951850926675 0.56421221904556418 0.0010673873692951252 0.0010804168700992989 0.0013925070429259279 0.0016041479438797523 0.001137786785420758 0.0020951078522557509 0.0020921913104601361 0.51735485086011579 0.0053900209223977707 0.0096443256697966717 0.0011630280164426684 0.0010295139420763988 0.023025967817204673 0.0016982401916243459 4.0741069480984216 0.54222001059440472 12.223385905738935 1.5356708291153958 3.1648078008581564 0.13274041877252774 0.51146699127275497
leaf_count=1633 80 268 99 159 65 21 31 29 182 57 154 85 41 32 23 13 75 139 31 83 16 47 67 221 62 586 123 103 101 7
internal_value=-4.57794e-07 0.000781192 0.0324067 0.0618399 -0.0285558 0.0800198 0.00728787 -0.0306085 -9.28238e-05 0.000841766 0.0132592 -0.0271657 0.0300639 -0.00845523 0.0633235 -2.24091e-05 -0.00306942 -0.0437649 0.0196532 -0.0801752 -0.0590694 -0.0931364 -0.0356141 0.000473401 2.24199e-05 -1.78417e-05 0.00032055 0.00135468 0.00378025 0.0117363
internal_weight=43.9257 4.64207 0.0447429 0.0301744 0.0145685 0.0252158 0.00387309 0.00495868 39.2836 0.00969234 0.00837735 0.00245989 0.00591746 0.00274193 0.00317552 38.7194 0.561398 0.0440433 0.0160639 0.0279794 0.00641953 0.0258872 0.00286127 4.59733 38.158 37.6158 17.5681 5.34469 2.17988 0.644207
internal_count=4633 1365 876 320 556 132 111 188 3268 491 392 142 250 73 177 3086 471 396 186 210 155 197 150 489 2615 2553 920 334 231 108
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=9 2 19 22 2 3 21 19 23 9 3 18 18 23 16 4 7 7 17 7 23 20 17 9 14 9 2 22 20 13
split_gain=0.000265774 0.00207064 0.00705424 0.00222696 0.000692663 0.000539707 0.00391068 0.00800663 0.00507345 0.00346057 0.00289428 0.00414421 0.00423881 0.00398141 0.000634725 0.00151335 0.000409323 0.000422706 0.0010629 0.00040557 0.000738566 0.00132945 0.00187966 0.000522573 0.00185327 0.00196044 0.00118803 0.00203927 0.00707643 0.00922997
threshold=186.70853236170004 72.043920985000014 14.451165964200003 -0.088274999999999992 45.979371440700014 93.862138708350017 0.54612131245000006 14.351157895250003 0.10087500000000002 202.49517884540003 97.889448987750015 13.015629076450002 13.1052958007 0.10087500000000002 22.674946976100003 143.58239362595003 22.557405306150006 22.929105819350003 191.06791329340004 23.322419822750003 0.096480000000000024 41.489621506400006 192.80507188075003 196.40176798710004 156.96193988595004 197.47612518640003 59.078594408600004 -0.22754499999999997 39.788107623550012 104.04332964835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 14 -7 8 9 -8 11 -9 -13 -14 15 -6 -17 18 -18 20 -19 22 -22 -21 -25 -26 -27 28 -28 -30
right_child=4 -3 -4 -5 5 6 7 10 -10 -11 -12 12 13 -15 -16 16 17 19 -20 23 21 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.021841159126397221 -0.030476324178198479 0.00059140303101582392 0.100038383214897 -0.074900933958793367 0.041360657646081204 -0.00032340418785142556 -0.10008358510969553 -0.097066162740961748 0.071938182373613532 0.060307434827761797 0.019832660182917659 0.018431489954514057 -0.10009410968626786 0.018107140868669488 0.0032492966830541246 0.002633293964367909 -0.0003104066343195828 -8.9370619610804687e-05 -0.0052188369855726549 -0.0011728141203664101 0.0087563925465758176 -0.00035873680283757177 0.00041560260413880164 -0.046469454216843314 0.0058894103748003282 -0.10001322110328606 -0.043083182642302521 -0.00016168124044287267 -0.05895642177925986 0.088277258027124716
leaf_weight=0.0049316823477525418 0.0074971013091261742 4.4808230235659083 0.0086121318163350224 0.0045978958360509692 0.008809773338739002 0.54757897738454531 0.0037855528967014598 0.016103344104756445 0.011049783937693292 0.0020867243612059383 0.005453634235664139 0.0099561208117506794 0.010120609503523781 0.0039665032636548867 0.58097766200580636 0.54382789444206636 2.0849362439740839 4.0732534471335375 0.55957628973976614 4.5981819340391246 0.55070240647182822 1.0279412789859632 0.53042776102665812 0.0085829523122836759 0.55350540651126579 0.0011907745210945056 0.010819997374203139 23.646154297097599 0.005533833162671197 0.018465142934928735
leaf_count=24 20 1953 29 16 12 18 42 30 17 25 29 22 83 7 77 45 64 88 54 355 24 18 25 8 46 26 100 1270 75 31
internal_value=-2.59325e-07 0.00072791 0.0344439 -0.0248356 -8.33636e-05 -7.75823e-05 -0.00302873 -0.0267223 0.0320218 -0.0430883 -0.048522 -0.0578075 -0.0315134 -0.0668122 -3.11812e-05 -8.10448e-05 -9.05989e-05 -0.000129924 -0.00134903 -3.78763e-05 0.00069712 0.00221607 0.00466421 -0.000195422 -1.00486e-05 6.40482e-06 -0.000131094 -0.000126072 0.0240569 0.0543272
internal_weight=43.9195 4.49896 0.0181417 0.00952958 39.4205 39.413 0.610101 0.0625223 0.0169221 0.00587228 0.0456002 0.0401466 0.0240432 0.0140871 38.8029 38.2219 38.2131 37.6693 2.64451 35.0248 6.18232 2.10907 1.08113 28.8424 24.2443 24.2357 23.6822 23.681 0.034819 0.023999
internal_count=4633 2022 69 40 2611 2591 273 255 84 67 171 142 112 90 2318 2241 2229 2184 118 2066 155 67 49 1911 1556 1548 1502 1476 206 106
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=20 22 21 16 21 22 15 9 16 20 7 22 0 13 19 12 13 17 7 10 23 7 19 22 17 19 5 23 5 18
split_gain=0.000272802 0.00238623 0.00892672 0.00429335 0.00377689 0.00355972 0.0026097 0.00170738 0.0014021 0.00121795 0.00111452 0.000987331 0.000763168 0.000729388 0.000456216 0.000436178 0.00724456 0.00899512 0.00601581 0.00525023 0.00523382 0.00252352 0.00101429 0.00155382 0.00041072 0.000351115 0.000318377 0.00271705 0.00208339 0.000853879
threshold=43.182896969600009 -0.093604999999999994 6.9984086918000008 18.304957195050005 13.367933388000003 -0.15397999999999998 38.992510055900006 61.192192081150004 17.204959767300004 42.91168285345001 23.989000783400005 -0.21563499999999999 89.711159354950013 92.146902421150017 13.451085274650001 285.94642765385009 117.51519334005 204.55825889135002 25.121320584100001 65.644082171150004 -0.25420999999999999 29.808425272250002 12.951044929850001 -0.11963999999999998 174.72950843050003 14.651182102100002 23.714185006400005 -0.55393499999999996 22.958759589950002 13.378437733750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 11 5 7 8 -4 13 15 -5 24 14 -6 -9 25 17 20 -19 -20 -17 -21 23 -22 -2 26 27 -1 -29 -28
right_child=1 -3 4 10 6 -7 -8 12 -10 -11 -12 -13 -14 -15 -16 16 -18 18 19 21 22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.090451211917368018 0.043348356116697101 0.00049525327352016233 -0.10001627116096933 0.038681774805719112 -0.027037796911196257 -0.10014772308206846 0.098767888467596293 0.040288669471501309 -0.10002100370652078 -0.0046973510238891847 0.093618394475161237 -0.10001649606700341 0.076989913344486183 0.058558338170383598 -0.05213921226228925 0.077032692931826935 0.00039162345064601374 0.098508523119320304 0.10001696248285902 -0.1000490041051148 0.054725035941045878 0.069723823352231332 -0.10025712128234601 -0.10002114413512005 -0.038692504382215047 0.0025514685741654499 -0.0002774787807396852 -2.7145720268357895e-05 0.006050835156334828 -0.004545623935139455
leaf_weight=0.0033269548239819305 0.0013074247125413043 4.5906321001186559 0.0012081810260317081 0.0047536944405379691 0.0019907046728757649 0.0078334733660695433 0.0032502412977919448 0.0010314494064260771 0.0014182756484579784 0.56450560480342105 0.016548186434192758 0.0014077800501582916 0.0021309012653887294 0.0019913799773689789 0.001107361496103465 0.0019655616026384567 0.51716035555418216 0.0057256467451054513 0.0022729964366590139 0.0059378074384455193 0.0011230709827605972 0.0010269514529963469 0.020838731885987727 0.0015367649757209731 0.00114430415146205 0.54095689777977796 3.4242873631223811 33.066795171152826 0.57375125866157972 0.54306032917384062
leaf_count=9 88 472 105 35 95 76 11 40 82 182 67 124 36 56 51 13 75 19 12 95 83 60 47 67 27 62 450 1954 73 67
internal_value=-2.53234e-07 0.000725071 0.0231133 0.063776 -0.0234731 -0.0569037 0.0279691 0.00493601 -0.0146416 -8.59042e-05 0.0813588 -0.0332691 0.0346339 0.0157675 -0.00756553 -1.86553e-05 -0.00279533 -0.0435637 0.0179701 -0.0319483 -0.0797226 -0.0750161 -0.0928346 -0.0346822 0.00505713 2.19253e-05 -1.44567e-05 8.54533e-05 7.65164e-05 -0.000861713
internal_weight=43.912 4.63776 0.0471234 0.0251614 0.021962 0.0133114 0.0086506 0.00547789 0.00540036 39.2743 0.0213019 0.00385951 0.00426971 0.00398208 0.00213881 38.7098 0.557588 0.0404275 0.0149634 0.00923776 0.0254641 0.00696476 0.0234986 0.00265984 0.00245173 38.1522 37.6112 33.6439 33.6405 3.96735
internal_count=4633 1365 893 341 552 308 244 232 233 3268 102 239 127 151 91 3086 471 396 186 167 210 155 197 150 115 2615 2553 2036 2027 517
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=16 3 10 10 15 23 3 10 9 15 23 20 21 9 15 10 5 20 0 18 9 8 8 18 21 9 20 22 2 15
split_gain=0.000277023 0.00105563 0.00103637 0.000829355 0.00124686 0.00270377 0.00120487 0.00171031 0.000561857 0.0018266 0.000387211 0.00216146 0.0141 0.00978881 0.0043945 0.00228379 0.00182649 0.00331416 0.0007429 0.0194305 0.00112496 0.00488668 0.00151843 0.000783731 0.000473928 0.00111544 0.00092404 0.00738316 0.00617698 0.000678881
threshold=22.644947046300004 92.367355987800025 62.079186690200011 61.987779113750001 41.29990759910001 0.08376500000000002 94.383699585650007 61.93938686740001 185.62570708695003 45.102215827400009 1.0000000180025095e-35 38.324118171300007 0.87557407920000008 202.49517884540003 23.116804452750003 69.545034918450014 18.057701168700003 35.119813570500007 86.162394622750014 13.063922652800002 190.64005357525002 8.2435668022500028 8.1436447804000007 14.414681958350002 15.109659503850002 194.57718764590001 34.214889417600013 0.11873000000000002 113.96113505555 44.732387748900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 -3 7 -6 -5 -10 11 12 13 14 -1 -14 -16 -18 19 -13 21 22 -21 -20 26 -26 27 28 -12 -28
right_child=1 2 -4 8 6 -7 -8 -9 9 -11 24 18 15 -15 16 -17 17 -19 23 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.079108454582196799 0.0048351693245215375 0.00055005081998718661 -0.0040358630970094974 0.00073635774981525056 0.0074043419252242566 -0.0081278477015341213 -0.00084862464015666604 -0.0006020773756857784 0.0077187274625421937 -0.00061236553732874673 0.085191134351147446 0.00025535504559663451 -0.029930312220662243 -0.10018284119034766 0.098834688125006509 -0.10051051152545439 0.077940360807190245 -0.10011463259330478 0.00035898073332857349 -0.044496415283858545 -0.10042197880370213 -0.10106307158269563 0.10002890457925517 -0.0037786655949697901 -0.001239028942080589 0.0052105315260298378 3.1693707888717949e-05 -0.094963492513226791 -0.088124787950176919 -0.0025430136080977633
leaf_weight=0.0019892659904336965 0.53372065347139042 1.0098629045751293 0.52867534827191764 1.5146439768564053 0.56138906535539967 0.55710717026886403 1.4140051323449823 0.50846224669867723 0.55137937759945976 0.50348051757634948 0.0070354083315053492 0.50858990933394377 0.0064677621672117871 0.0046251344368224414 0.012244762425723366 0.01574457443974564 0.0037269248056190909 0.0014528698416143015 3.0499526743120557 0.0011544809389256736 0.017408340572046654 0.0080078259779838845 0.0019630393944680691 0.53862914909976201 0.52299952528084748 0.55031147432515581 29.897985391044269 0.0079028271963909082 0.0029056444904356684 1.0604112513145825
leaf_count=130 59 21 32 31 44 92 51 28 30 21 27 282 31 17 13 60 63 29 171 74 26 4 3 240 177 59 2546 41 100 131
internal_value=-3.07875e-07 0.000545111 0.00022483 0.000565073 -0.000326349 -0.00253522 0.00106714 0.00359918 0.0019704 0.00374233 -0.000115993 -0.00102221 -0.0225199 0.0305548 0.0617016 -0.0799591 0.0777771 0.0279981 -0.000781209 -0.0042497 -0.0845487 -0.059711 0.0465083 -0.00026206 1.97059e-06 0.00206781 -6.96097e-05 -0.0228193 0.0345331 -5.64972e-05
internal_weight=43.9042 7.68273 7.14901 6.62033 4.05083 1.56697 2.48386 1.06985 2.5695 1.05486 36.2215 4.17196 0.0462513 0.024039 0.0194138 0.0222123 0.0174246 0.00517979 4.12571 0.537124 0.0285337 0.0111253 0.00311752 3.58858 32.0496 1.07331 30.9762 0.0178439 0.00994105 30.9584
internal_count=4633 409 350 318 236 113 123 72 82 51 4224 1143 343 252 235 91 105 92 800 389 107 81 77 411 3081 236 2845 168 127 2677
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=9 23 23 2 19 2 2 0 22 22 22 16 23 16 22 7 22 16 5 23 19 9 18 22 22 0 0 4 4 16
split_gain=0.00026624 0.00217377 0.00207748 0.00179206 0.00645443 0.00262975 0.000510651 0.000407211 0.00299303 0.00844309 0.00678652 0.00629735 0.00357218 0.000500588 0.000491082 0.000388182 0.00040419 0.000943634 0.000798303 0.000715707 0.000715014 0.000671399 0.00141636 0.0213494 0.00682949 0.0030936 0.00860929 0.00178812 0.00168036 0.00135759
threshold=186.70853236170004 -0.53179999999999994 -0.27651499999999996 72.043920985000014 14.451165964200003 60.643165405350004 45.979371440700014 85.732241321850012 -0.054875 -0.082654999999999992 -0.088039999999999993 23.044946110900003 0.082535000000000011 22.674946976100003 -0.14174999999999999 22.557405306150006 -0.036264999999999999 22.644947046300004 22.327062271350005 0.13026500000000005 14.551174033150001 194.03220695150003 13.391483899700001 -0.054875 -0.16533 87.261973998100004 92.464140480550014 267.69992774740007 212.32969527125002 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -4 8 9 10 11 12 -8 15 -14 -9 19 18 20 21 -18 22 29 24 27 -26 -27 -24 -28 -17
right_child=1 2 6 -5 -6 -7 7 13 -10 -11 -12 -13 14 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.030989209669456744 0.083010977025509788 -0.067502033818304927 -0.026549732863148257 0.00060559375408792738 0.10003472312622382 -0.076257228856440762 0.020213341702238957 0.0025672371274776408 -0.00062229934358218851 -0.10017352308001684 0.057292028548249885 0.058937805755980982 -0.054795477872200272 0.0028808783705641925 -0.10015562239621251 0.0019874222626578759 0.00015583574091793218 0.004398054058897395 -0.0035218285810691796 -0.0039774277821880855 0.0039129356836732736 -9.343565622425655e-05 -0.027078469514614286 0.00082256797084204972 -0.10063952262994069 0.030808767967628398 -0.10050860954375994 0.053128118005200876 -0.031678813366263499 -0.0031292779045076335
leaf_weight=0.0044765853831608693 0.0031479726958839596 0.0045710686391505764 0.0072883613247814996 4.4801447773866245 0.0077976805732760104 0.0046731594874529492 0.003831905270665458 0.54530537566824122 0.56020414743372882 0.011781518217077291 0.012355274097814117 0.0054192791658351771 0.003125244083634013 0.5789868979604752 0.010100322137297727 1.0367650521911587 11.713156825252891 0.54476174281754275 0.56638893764557074 0.53576215647491565 0.52942964769317846 21.117140195154448 0.0057292526032672875 0.50272375247725387 0.024386873866774295 0.0087681119694025256 0.017405465687630794 0.0053988249784691078 0.0044546768046921361 1.0374218547949565
leaf_count=24 4 12 20 1953 29 16 33 50 82 38 19 19 25 77 56 36 529 26 66 63 24 1224 32 3 12 10 84 14 31 22
internal_value=-5.80904e-07 -8.37918e-05 -9.04322e-05 0.000728371 0.0331851 -0.0237861 -8.26089e-05 -7.77105e-05 -0.00264816 -0.026995 -0.0022433 -0.0349693 -0.0648043 -3.74827e-05 -0.0894369 -8.17213e-05 -0.000120088 0.000321866 0.000148507 -0.000362998 0.000318311 -0.000281498 -0.00178405 -0.00620435 -0.0596127 -0.0740645 -0.0529049 0.011834 -0.0864824 -0.000571738
internal_weight=43.8929 39.3958 39.3927 4.49709 0.0169474 0.00914974 39.3881 39.3808 0.606818 0.0466135 0.034832 0.0224768 0.0170575 38.774 0.0132256 38.195 37.6497 13.3537 12.809 24.296 12.2426 23.7602 2.64305 0.568867 0.0661432 0.0550151 0.0306283 0.0111281 0.0218601 2.07419
internal_count=4633 2611 2607 2022 69 40 2595 2575 272 190 152 133 114 2303 81 2226 2176 645 619 1531 553 1468 244 186 183 137 125 46 115 58
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=16 3 6 6 20 20 23 9 19 21 16 23 21 9 10 6 6 4 23 4 20 20 19 6 21 9 2 5 10 21
split_gain=0.00023551 0.000716471 0.000782327 0.00112928 0.000746683 0.000385824 0.000553541 0.000310495 0.00181196 0.00219128 0.0120744 0.00916963 0.000884298 0.00391669 0.030382 0.0147051 0.0115598 0.000599963 0.00113403 0.000680105 0.00813385 0.00610332 0.00425884 0.00425658 0.00315009 0.00204365 0.00186739 0.0121316 0.00471588 0.00121373
threshold=22.644947046300004 92.367355987800025 16.395383075500003 16.435384010100005 41.909642283050012 41.257948413050009 0.10336500000000003 199.89081775665002 14.551174033150001 0.15802222800000001 19.134955254150004 0.10336500000000003 11.155580190950003 201.65416293750005 61.93938686740001 13.825323026450002 13.705320222600003 258.68722567540004 0.10336500000000003 278.75859950360007 41.319407281650008 40.21994457600001 13.351077205700003 13.705320222600003 6.3374497763500015 210.61272793875003 253.84121610105004 22.053438739150003 75.28220456885002 10.899813468900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 6 -5 -1 9 10 11 -9 17 -14 -15 16 -16 18 -11 25 21 22 23 24 -21 -19 27 28 -22 -30
right_child=1 2 3 4 -6 -7 -8 8 -10 12 -12 -13 13 14 15 -17 -18 19 -20 20 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00041768292700385774 0.0040468230308654349 -0.0034425943341624614 0.0035401746297627473 0.00036407639477505706 -0.0035796476972321297 0.002075854275699496 -0.0030959674447910276 -0.097430943123482827 0.0057944630676187584 0.00036584123525158313 0.058036164490895048 0.018308737141014421 0.001483905720132983 -0.00046167402887055566 -0.092593718895579685 -0.096185347840925639 0.098477952999552754 -0.0071001770463531861 0.0050138243475422364 0.052080672424479807 -0.1004536271061354 0.08725958807318876 -0.069325918025000557 0.080385807525034159 -0.1000595748480895 -0.0002144300678980578 0.0005970699113030881 0.033117025205201787 -0.022502023427929216 0.10002440665051736
leaf_weight=17.076984506781148 0.5307681641097578 0.53411638442685205 1.052232883909255 3.4629402673260192 0.53618949875854571 1.0261742809443601 0.53361409149601957 0.01969519844142098 0.55592613005323599 13.221749803718145 0.013010333621423342 0.010491689801284565 1.0266538456880865 0.50051045697182428 0.0052856056939385452 0.052863545879084484 0.0078971206821734086 0.54830799655258156 0.54662675980082909 0.0024504528883576579 0.016120127146962204 0.018826535076456707 0.0052786466815177837 0.00851211910139682 0.0030608665690099457 2.0151333799315108 0.52651996144052959 0.019761245415452322 0.0018524820404373079 0.001434523263014853
leaf_count=2722 59 34 37 121 98 25 35 115 53 525 14 26 18 4 90 90 10 37 67 24 69 60 19 17 24 52 113 30 43 2
internal_value=-1.07479e-06 0.000502057 0.000238743 0.000536159 -3.24628e-05 0.000346208 -9.79036e-05 -0.000107747 0.000168956 5.65367e-07 -0.0224959 -0.0572047 5.30126e-05 -0.00219935 -0.00887377 -0.0726221 0.0218679 0.000264903 0.000550374 -0.000976066 0.00204323 0.0467485 0.00723542 0.0360543 -0.0324147 -0.00168726 -0.000970003 -0.0220353 -0.0781941 0.0309713
internal_weight=43.881 7.67604 7.14527 6.61115 5.55892 5.02273 3.99655 36.205 19.128 18.572 0.0431972 0.0301869 18.5288 1.59321 0.566557 0.0660463 0.0131827 16.9356 13.7684 3.16726 0.603817 0.0381286 0.0193021 0.0140234 0.00551132 2.56344 0.565688 0.0391684 0.0194071 0.00328701
internal_count=4633 409 350 316 279 181 156 4224 1502 1449 155 141 1294 212 194 190 100 1082 592 490 401 144 84 65 48 89 257 144 114 45
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=6 0 10 17 22 21 7 22 17 4 10 2 7 16 0 9 18 23 6 23 5 6 12 21 15 4 18 20 16 5
split_gain=0.000229803 0.00254119 0.0221357 0.0209636 0.0132344 0.0139943 0.00786592 0.00571972 0.00123069 0.00346975 0.00113725 0.00209851 0.00836224 0.00355645 0.00137914 0.00107187 0.000968602 0.00188975 0.000667089 0.00111171 0.00054689 0.000459599 0.00224186 0.00046094 0.00058323 0.00104156 0.000998725 0.00118086 0.000906839 0.000794113
threshold=14.745344522600002 90.321439350550008 66.859265246100009 188.85216786605002 -0.060989999999999996 0.87557407920000008 23.913271136350005 -0.10771499999999999 162.04221493815001 143.58239362595003 64.369753017350021 72.043920985000014 22.532843451200005 22.624947093000003 88.350799540950007 186.70853236170004 13.988302431200003 -0.55393499999999996 14.415336812050002 0.084565000000000015 20.201591378100002 16.355382140900002 217.08460102575 15.833449912500003 41.29990759910001 299.67482098205011 13.531614672700002 43.111435027700004 22.674946976100003 24.225659292200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 10 6 -4 5 -5 -3 -7 -1 -10 11 12 13 -2 16 -15 17 -13 -11 -20 -19 22 -22 24 25 28 29 -28 -23 -26
right_child=1 2 3 4 -6 7 -8 -9 9 18 -12 14 -14 15 -16 -17 -18 20 19 -21 21 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.085749590469275952 0.027246654163981216 0.02939683927525278 0.063519686610413267 0.056062881841124013 0.00045330052485234552 -0.029775377411549394 0.10005194913861977 -0.10021289016988005 0.078500988454262927 -0.00014455173522739015 -0.0044173551923054532 0.073025476096862524 0.085101113008314577 -0.022708518330494247 0.0050556595054867129 -0.085895249494035264 -0.0042170393540874127 0.0032724674402989798 0.00055178476743356249 -0.0059713990224797833 -0.0064850698544905317 -5.7628761092714295e-05 0.0025640101965126415 0.0029120082627066336 0.00061902917678382824 -0.0048239743173056565 0.006589263336678159 -4.8710050108893244e-05 -0.0042501805910071912 -0.0023411605003076518
leaf_weight=0.0016847269843250903 0.010151808764027659 0.033616990449103379 0.049424218304920942 0.01034687961328018 0.58968501646359073 0.01916922367394136 0.029657224949914962 0.028921987444789465 0.0055892923519448292 16.293568614964382 0.56607566785436958 0.0035494716968739173 0.013800544264086057 0.0052069041776121594 0.54521839936387451 0.0055422019593152072 0.54015912716377812 0.51664144382811983 0.5160554400581534 0.52914738989797749 0.55445354348857134 11.709589450796202 0.54082875594197111 0.5607642125220299 7.0118904285691297 0.51713408119521886 0.57211781194368316 0.50415576378511417 0.53968708430693446 1.0407496361327018
leaf_count=253 22 20 33 17 123 35 35 48 8 2166 137 56 31 14 49 26 92 10 98 125 94 558 52 67 102 78 70 17 56 141
internal_value=-1.55275e-06 0.000183564 0.00587938 0.000742121 -0.00404514 -0.0494378 0.0625136 -0.0721364 -0.000284558 -0.000276257 1.53232e-05 0.000114929 0.0246893 -0.0151997 8.1031e-05 -0.0552874 -2.91709e-05 6.48037e-05 -0.000301651 -0.00275066 5.40437e-05 -1.65582e-05 -0.00201681 8.10031e-05 8.4978e-06 -0.000427937 0.000618834 0.00347986 -0.000242347 0.000236445
internal_weight=43.8646 26.5185 0.760822 0.697547 0.648123 0.0584381 0.0632742 0.0480912 17.346 17.3444 25.7577 25.1916 0.0347015 0.0209009 25.1569 0.0107491 24.6117 24.0716 17.3388 1.0452 24.068 23.5514 1.09528 22.4561 21.8953 12.7664 9.12891 1.07627 12.2493 8.05264
internal_count=4633 1983 311 256 223 100 55 83 2650 2397 1672 1535 93 62 1442 40 1393 1301 2389 223 1245 1235 146 1089 1022 692 330 87 614 243
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=16 22 18 21 18 17 5 5 17 7 17 15 17 7 17 23 8 23 9 5 15 9 6 23 22 15 19 18 4 16
split_gain=0.000227889 0.00152656 0.000594982 0.00234625 0.0175577 0.0105748 0.00892057 0.0130408 0.00047921 0.000409625 0.0103386 0.00437949 0.00378995 0.00778864 0.00221165 0.00183686 0.00182225 0.00160844 0.000949258 0.000816028 0.000806588 0.000416041 0.000539347 0.000395733 0.00050072 0.000385487 0.000374708 0.000373426 0.000921802 0.00156515
threshold=22.634947069650003 -0.096559999999999993 12.880535946600002 5.3499444300500008 13.037923179150001 191.86029796145002 23.636018850950002 22.327062271350005 182.37451917730002 22.557405306150006 189.44392401325004 37.882159664350006 184.58362717140002 22.040683815500007 190.68993848360003 0.093325000000000033 5.1459841250500009 0.095235000000000028 71.932467616300016 21.100330328400002 22.853312863800003 58.084576609100004 16.575387281250006 0.25799500000000009 -0.06828999999999999 19.314972497650004 11.550931964450003 13.24088655595 258.0058769042501 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 8 4 -4 -6 7 -7 -3 10 11 12 13 15 -12 16 18 19 20 -16 25 -22 -23 24 -5 26 -1 28 -11 -30
right_child=1 2 3 23 5 6 -8 -9 -10 27 14 -13 -14 -15 17 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.014931842386836877 -0.0047067733405882555 0.00030053121586737691 -0.00078805274668623272 0.00070805118279337789 0.083896902063967105 -0.0098168497956932499 -0.051386394710203648 0.085930027146518956 -0.0034428819321797341 -0.00019971169081750263 0.099270416324425528 -0.059330507493473218 -0.00052035696878390935 0.095773078032879211 -0.066895587939017662 -0.075225865415898346 0.092170377417960081 0.086238864156178485 -0.10000273341163624 0.030871649882446419 0.086418475037030956 -0.031674387135874525 0.057325010497950871 0.001976511186914256 -0.0013811596346339013 -0.082529597974230928 -0.060153126939269011 -4.5871723486064462e-05 0.00034872137843565344 -0.0074499025124195491
leaf_weight=0.0018400325543266316 0.55117679692409538 0.86538224139007869 0.52454177373306077 4.5409386016341742 0.040247719451599551 0.028848600468336372 0.014126464558785301 0.028062792156561045 0.56539963334134313 3.0894059282772934 0.01272239097191985 0.012144026516750728 0.51463740092643295 0.012490461929477892 0.0017544394907176289 0.0034959284826356915 0.0020841555929962405 0.0024990391757455654 0.0010719513676235026 0.0016629162802601627 0.0010635928295812391 0.001366665765090147 0.0013570364973958249 1.5366936573846031 1.534950592708469 0.0010679977260039664 0.0010404704881090687 28.934450188863259 0.50139329796982657 0.52871934977895307
leaf_count=80 136 31 26 54 23 39 29 33 30 79 19 26 81 32 39 49 23 9 437 16 19 54 40 17 42 49 35 3042 5 39
internal_value=-1.0383e-06 0.000412236 0.000703735 0.00103027 0.00686604 0.0429434 0.0197405 0.0373956 -0.00117875 -0.000126772 0.00252572 5.96443e-05 0.00139153 0.0379983 0.0757798 -0.0121576 0.00808521 0.0252666 -0.0118117 -0.0193212 0.000409008 0.0333795 0.012668 0.000542851 0.000180254 -0.0312154 -0.0121897 -0.000172697 -0.00106349 -0.00365403
internal_weight=43.8566 10.2304 9.67919 8.24841 0.635827 0.111286 0.0710379 0.0569114 1.43078 33.6263 0.572299 0.55366 0.541516 0.0268783 0.0186388 0.0143878 0.0108919 0.00591639 0.00880775 0.00341736 0.0077358 0.0037873 0.0027237 7.61258 6.07589 0.0039485 0.0028805 33.054 4.11952 1.03011
internal_count=4633 460 324 263 150 124 101 72 61 4173 1008 925 899 818 83 786 737 64 714 55 277 113 94 113 96 164 115 3165 123 44
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=22 12 12 18 4 23 9 22 22 9 9 7 20 21 22 23 15 20 13 17 21 13 21 0 2 12 10 7 20 16
split_gain=0.000213643 0.00204791 0.0123972 0.00320539 0.000865529 0.000688036 0.00253155 0.0188007 0.0078913 0.00575368 0.00338659 0.000848564 0.00804375 0.00678928 0.01819 0.0102179 0.00318595 0.0014101 0.00496024 0.000914192 0.000815303 0.00179377 0.000680577 0.00207985 0.000529259 0.00697193 0.00883964 0.0138555 0.00561927 0.00458732
threshold=-0.036264999999999999 87.111491403900018 84.828830943350013 13.758874730250001 141.79569928155004 0.096480000000000024 200.15236065845002 0.25783500000000009 -0.0098449999999999979 202.86134752310002 207.52229237540004 25.806080957700004 36.859113051050009 4.0873253509500005 -0.016014999999999998 0.092675000000000021 30.247508226550003 40.467253020850002 111.12203990580001 198.79333437865003 13.811848270300002 107.39583693700001 5.6297227860000012 100.01333091085002 121.36426933400001 154.32008656120004 62.025417527550012 23.365573965200003 41.641174900500005 20.629951758200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 11 22 8 -8 -10 -11 12 16 14 -14 17 -3 18 19 -16 21 -15 23 -7 -6 26 -26 -28 -29 -27
right_child=1 5 -4 -5 24 6 7 -9 9 10 -12 -13 13 20 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=0.032986648828587171 0.001356368231854743 0.085374040584832209 0.086571471668106872 -0.10015842689173285 0.00023755505666858256 0.0067736326297586765 0.00017618372512358894 -0.00037172902360863101 0.099193366497283345 0.0042625848411269734 0.064488828428179837 0.00051171694940635502 0.094987997187461329 -0.00049480230110424085 -0.10049920380717206 0.071103118848184807 0.012312784854341802 -0.094793696447278961 0.0048724856946266697 -0.061354092999689837 0.00025163135113113517 -0.0076035388329074348 -0.00030054288895664744 -0.00066527351598487426 -0.090347853876716136 -0.018333730387595903 0.089102203057985274 0.013695280989345316 -0.10033023148409714 -0.00029230182579419194
leaf_weight=0.0078798967288226107 0.0065160341582631842 0.014494270913595897 0.015643470032311591 0.0059513012114500441 15.794249729791268 0.6028341108321903 0.024888309416361665 0.50789264616242225 0.029562257986981311 0.015421096165521675 0.023663900568340779 4.5371315101373977 0.0093123950041587022 1.0042067554784142 0.012972233311814241 0.0056591314623801727 0.010146728222025558 0.016338005453931215 0.0089083224975183839 0.011046166151572834 1.517337553883263 0.54902876203871498 4.0405808946261548 0.99819697260608964 0.01958122152317332 0.14237902500213628 0.010372977612377099 0.0070938169835683676 0.011060562907970528 13.891425502130877
leaf_count=35 21 46 14 29 1128 41 26 22 12 17 45 345 37 140 37 20 11 88 29 13 71 167 86 26 66 1412 40 41 27 541
internal_value=-2.26508e-07 0.000322628 0.0272864 -0.0471019 -0.000151128 0.000268253 0.00104832 0.00721575 0.0484153 0.0659046 0.0407264 -0.000364493 -0.00162278 -0.00207013 -0.0342457 -0.0561574 0.0552887 -0.070776 -0.0588586 -0.0824962 -0.00139701 -0.00300756 0.000390834 0.00213569 -0.000159868 -0.000605617 -0.038609 -0.00309534 -0.0557748 -0.00047534
internal_weight=43.8518 13.9677 0.0281108 0.0124673 29.884 13.9396 6.24304 0.601428 0.0935356 0.0686473 0.039085 7.69658 3.15945 3.13481 0.0642363 0.0549239 0.024641 0.0492647 0.0329267 0.0240184 3.07057 1.55324 5.64161 1.60103 29.8762 14.0819 0.0481086 0.0285274 0.0181544 14.0338
internal_count=4633 1343 64 50 3290 1279 275 122 100 74 62 1004 659 602 224 187 57 167 79 50 378 307 153 67 3255 2127 174 108 68 1953
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=18 21 17 23 18 17 22 2 12 23 4 7 21 16 16 17 7 19 21 16 16 0 23 18 17 18 7 16 13 13
split_gain=0.000274734 0.00202473 0.00983826 0.00685096 0.00649523 0.00790653 0.00531871 0.00228594 0.0018709 0.00171194 0.00075407 0.000507934 0.00062002 0.000538658 0.000439022 0.000887902 0.000964403 0.000987634 0.000741732 0.00153953 0.000721448 0.00348289 0.000680009 0.00066904 0.00227563 0.000637188 0.00047909 0.00402938 0.00452431 0.00263377
threshold=12.880535946600002 0.49227235280000009 182.02915412410002 0.10249000000000003 12.722397935550001 180.19381692845005 -0.074029999999999999 92.716362671650018 66.834523482800009 0.10176000000000003 143.58239362595003 18.038259374700004 3.4893684343500007 19.304954856600002 22.624947093000003 199.05253715360001 23.623818563000004 14.351157895250003 5.0192588681500014 22.664946999500003 22.614947116400003 86.780739992750014 0.25799500000000009 13.304953393500002 188.27285108100003 13.037923179150001 22.929105819350003 22.544947280100004 113.95029785905002 113.89115178020002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 7 -4 8 -3 11 -2 -9 -13 -14 20 16 18 -18 19 -16 23 -22 -20 24 25 -12 27 28 29 -25
right_child=10 2 3 -5 -6 -7 -8 9 -10 -11 14 12 13 -15 15 -17 17 -19 22 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00054893106631789649 0.025319625747658687 0.017351878640083078 -0.06099949592611429 -0.1004584649345906 -0.10030512618155706 0.095842412205601482 0.050657663451025695 0.050488491427380336 -0.100095042627252 0.098832566133705627 0.0011285495506970062 0.038750833244924988 -0.01282192457188097 -0.10002545742542367 0.0068949300094628381 0.0044814879220386409 0.00062580309705370174 -0.0055275736977071577 2.8205346289576365e-05 -0.0006212748528140389 -0.0086686694940145241 0.00055001957863230104 0.0027746604074048598 -0.014068738179114942 0.007006628535181453 -0.0031557392331472444 -9.6483132371653085e-05 -0.00091041108259841842 -0.066866971344656079 0.097611151021079701
leaf_weight=1.3994025880019023 0.011802461733160352 0.0020740955369547009 0.0095250073350712228 0.016985136260302625 0.0037460779251645695 0.013036799128038012 0.0077268852488234776 0.0011869401313572281 0.0039193826622678785 0.002148164147307341 1.0269169586885554 0.0011404838448925148 0.0017503384013970447 0.0011898785284794045 0.54740516497440228 0.5557667771081477 0.5128836905923897 0.53077047454735293 7.1239232391026075 0.54267535378244247 0.56257731006303346 1.5093966002896193 1.0321193315030539 0.0099628829315808742 0.58339445704507031 0.52442281442053218 26.772460413506106 0.50359948974562485 0.019940545627321171 0.0026796350466611338
leaf_count=150 21 15 31 21 22 10 12 100 38 7 84 20 191 33 54 86 22 31 176 38 62 17 17 306 82 122 2823 8 29 5
internal_value=-3.99485e-08 -0.00134694 -0.0186797 -0.0553756 0.0229323 0.0403888 -0.0109898 -0.0135244 -0.0594515 0.0235941 4.64909e-05 -0.00708844 -0.0238356 -0.0481124 3.94494e-05 0.000588227 0.000377945 -0.00250362 0.000703201 0.00315313 -0.000149404 -0.00195302 0.00037576 -2.24814e-05 0.00168246 -0.000319733 -0.000155758 -0.00311545 -0.0371962 0.00960229
internal_weight=43.8365 1.46383 0.0644292 0.034237 0.0301922 0.0264461 0.0172519 0.0134093 0.00599348 0.00741581 42.3727 0.00526764 0.0040807 0.00294022 42.3609 10.8455 10.2898 1.04365 9.24612 1.09008 31.5154 2.07197 8.15604 29.4434 2.13473 1.55134 27.3086 0.536183 0.0325831 0.0126425
internal_count=4633 650 500 64 436 414 43 404 53 351 3983 344 244 224 3962 424 338 53 285 92 3538 79 193 3459 288 206 3171 348 340 311
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=21 21 22 23 7 7 22 23 15 14 22 13 20 23 16 22 9 22 23 23 21 20 22 22 23 5 20 20 21 8
split_gain=0.000226861 0.000922791 0.000867143 0.0158574 0.0131625 0.0170798 0.0049796 0.00483265 0.00144297 0.00197838 0.000963354 0.000798877 0.00158084 0.00336114 0.00150153 0.0253233 0.0122167 0.011708 0.00234273 0.00233669 0.00150407 0.00139944 0.000980199 0.000774939 0.00106638 0.0168755 0.00700588 0.00356508 0.000761217 0.000515201
threshold=6.5280300271500007 6.151769958900001 -0.095074999999999993 0.092675000000000021 22.870118039000001 22.435297587800004 -0.16164499999999998 0.10821500000000002 30.404760455250003 190.74237499335001 -0.092084999999999986 117.60660091645001 40.21994457600001 0.083395000000000011 22.604947139800004 -0.08158 202.38851837455002 -0.053874999999999999 -0.27118499999999995 -0.26568999999999993 4.7516206878500009 33.672706184800013 -0.016014999999999998 -0.11692 -0.24748499999999998 23.605484525250002 39.788107623550012 44.131787411600008 21.779899400000001 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 23 5 -5 7 -6 9 -8 -4 14 -13 -14 18 -16 20 -18 21 -20 -17 -1 -19 24 -2 26 -26 -28 -29 -12
right_child=2 -3 10 4 6 -7 8 -9 -10 -11 29 12 13 -15 15 16 17 22 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.024615174108574441 -0.00085856892561093846 -0.0043363579456560551 0.0046330453345912702 -0.095781088305716189 -0.083340789882580563 0.09429454103723095 -0.014861268618047353 0.054553660715547396 -0.10055695070898357 -0.10015220994540799 3.9622899308271807e-05 -8.2490034686032819e-05 0.0012598951069933602 -0.0098505748255055918 -0.002328864361987793 0.066289268624303441 -0.10013423191460287 0.10002448150520765 0.086039673707654932 -1.978661572657902e-05 0.099442131197223893 -0.10009055396336926 0.031267931870340611 -0.0033928135277445214 -0.041857379520014913 -0.00026590520347022898 0.0955882045535216 -0.033299803615336729 0.065942792712699427 0.0013247746355378367
leaf_weight=0.001192807754081592 0.99929601096589293 0.52887636085684775 0.54231725422162114 0.0076804439858050291 0.0048829921182464986 0.012295800609422258 0.0053494538587983698 0.0053001347164673973 0.030954115933127468 0.0055319647529721294 12.852428230709 2.4365239184363854 0.51114456239258721 0.5826678994095289 0.54666224175929301 0.026076058557008674 0.0081083084296551533 0.0045298150107555557 0.0031555429610560229 19.496754925246158 0.028796549660910387 0.0036642402109816619 0.0038235546307987534 0.51650183461158206 0.0050764740020187151 0.50550366188466134 0.030329343950498355 0.0028230591477118585 0.0010642420778310679 4.1191198499690307
leaf_count=17 116 71 41 33 39 18 9 28 30 31 758 135 47 93 95 26 17 25 23 2161 28 70 16 89 25 98 63 286 19 126
internal_value=-1.21887e-07 -0.00020519 0.000252288 -0.0016516 -0.0477841 0.0212145 -0.074281 -0.0115692 -0.0895456 -0.058222 0.000484116 -0.000112818 -0.00150031 -0.00465859 0.000130604 0.00498349 0.0610209 -0.0145351 -2.31568e-05 -5.86018e-06 0.0836875 -0.069465 0.0685528 -3.97767e-05 0.00108182 0.00464099 0.0677679 0.0840322 -0.00612976 0.000351539
internal_weight=43.8284 24.182 19.6465 2.13259 0.0719949 0.0199762 0.0520187 0.0101831 0.0418355 0.0108814 17.5139 23.6531 3.53034 1.09381 20.1228 0.617997 0.0713343 0.0164617 19.5048 19.4999 0.0548726 0.00485705 0.00835337 2.06059 1.54409 0.544797 0.0392931 0.0342166 0.0038873 16.9715
internal_count=4633 2824 1809 884 188 51 137 67 70 40 925 2753 275 140 2478 207 112 58 2271 2184 54 87 41 696 607 491 393 368 305 884
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=18 16 7 7 7 16 7 17 10 3 2 20 22 23 16 5 19 3 23 23 20 21 12 15 2 17 20 16 15 4
split_gain=0.000227914 0.0015526 0.01491 0.00707478 0.0021274 0.00104171 0.000832757 0.00078562 0.000461806 0.000307254 0.000937294 0.00224925 0.000312766 0.00180345 0.000717779 0.00067382 0.000804231 0.000430896 0.00233906 0.000713858 0.00345658 0.000803142 0.0198553 0.00310052 0.0016735 0.00364704 0.00215168 0.00371494 0.00161426 0.00085416
threshold=12.880535946600002 22.704946905950003 22.343045670750005 22.093462376800005 21.115414688150004 21.004950881300005 19.052023743050004 171.19957438235002 55.887667615750004 93.776108048150022 131.42729508740004 42.783136484500005 -0.036264999999999999 -0.55393499999999996 22.644947046300004 22.327062271350005 14.551174033150001 93.499196860750018 0.10876000000000002 0.10526500000000003 41.037275035300006 14.028898926300002 191.62027512645003 25.852338405700003 45.979371440700014 170.27155321280003 34.515670600900002 19.134955254150004 22.853312863800003 143.58239362595003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 12 11 -11 13 -2 15 16 -14 19 -19 21 -21 24 -23 28 -15 -26 27 -27 -24 -28
right_child=9 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 14 17 -16 -17 -18 18 -20 20 -22 22 23 -25 25 26 29 -29 -30 -31
leaf_value=-0.058325645820553496 0.079776945407286637 -0.00066529735005845859 -0.090946776994562148 0.083335089268121276 -0.067107481753200568 0.091819477479557321 -0.06719063604584391 0.083883615310222717 0.030346913225914398 0.0077355946429179387 -0.00012555516651787028 -0.0013875046032912903 0.00018090513250045245 0.080000214195101893 0.0038436802844722764 -0.0031809989330477094 0.0041639637689416704 -0.0070952463063313756 0.00013089699968690021 -0.0080042815823468411 0.0031711108235676182 -0.0016003904234654148 0.031849650254897423 0.080679972921918669 0.080995095696897834 -0.084542218119944335 0.043160011908821128 0.076387747470472139 -0.10013462048551323 -0.00014983996185504795
leaf_weight=0.0011609782837168625 0.0028159245424238524 1.417051840931151 0.017447968524358259 0.012349974043900147 0.0058902777047844523 0.0014104803381940201 0.001524517764734945 0.0012808540567295079 0.0011886624647559074 0.5668213474789614 2.5477749226208193 0.51648420008314133 11.729134181326938 0.0026087811421103826 0.56363866707587895 0.56434481174779527 0.52982831346162207 0.57625634165404394 2.0118441464728676 0.5714585295556267 0.53671525372619633 0.50640842525152441 0.0030270007771783227 0.036227457793525986 0.0055445077105379372 0.0017533440643359164 0.0045546980400165129 0.0078861576366762165 0.0013355374234347295 21.06965224604242
leaf_count=168 10 84 13 12 32 18 249 37 37 132 270 39 902 5 60 76 24 81 12 147 54 66 116 53 169 116 8 14 32 1597
internal_value=1.91233e-07 -0.00122854 -0.0201179 0.029702 -0.0234755 0.0156692 -0.00516647 0.0208787 -0.013467 4.2525e-05 0.000922092 0.003386 -3.99482e-05 -0.000246518 0.000351037 0.000197521 0.000353052 -0.000255413 -0.00147805 -0.000116305 -0.00259177 1.04679e-05 0.00379353 0.0710891 -8.76418e-05 -9.75487e-05 -0.000118874 0.0471159 -0.00855571 -0.00014048
internal_weight=43.8154 1.45931 0.0422537 0.0248057 0.0124558 0.00656549 0.00515501 0.00363049 0.00234964 42.3561 3.63108 1.08331 38.725 25.3381 13.3869 12.8233 12.259 25.3353 2.5881 22.7472 1.10817 21.639 0.546998 0.04059 21.092 21.0894 21.0838 0.0096395 0.00436254 21.0742
internal_count=4633 650 566 553 541 509 491 242 205 3983 441 171 3542 2480 1062 1002 926 2470 93 2377 201 2176 267 201 1909 1904 1735 130 148 1605
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=5 6 5 22 6 20 13 12 8 9 17 6 16 6 3 12 12 21 9 22 22 3 22 21 23 4 22 12 12 7
split_gain=0.000209586 0.00120214 0.000651067 0.00141935 0.000610724 0.000925717 0.000509524 0.000406503 0.0119114 0.00833899 0.00679348 0.00636862 0.00619491 0.00451179 0.00306605 0.00155808 0.00120416 0.0167312 0.00869508 0.00884574 0.00524469 0.00270789 0.00470199 0.00216455 0.00095046 0.00115737 0.000726106 0.00060128 0.000571296 0.000911424
threshold=23.714185006400005 16.405383309150004 23.195398057700004 -0.094409999999999994 16.485385178400005 40.986363433950011 117.60660091645001 247.65401887280004 8.3434888241000014 208.65287229730004 200.68261045605001 16.355382140900002 22.544947280100004 15.885371159150003 82.831394999100013 275.08099959820004 226.26044291545003 14.202008575100001 195.74493321760002 0.011900000000000003 0.12616000000000002 89.883220675300024 -0.057599999999999998 11.668114288100002 0.090850000000000028 435.77004285395009 -0.038374999999999999 306.76722874735003 212.31925379130004 23.493869161500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 5 -3 -6 16 10 -10 -9 13 26 14 15 -12 28 18 -18 21 -21 22 23 -20 25 27 -11 -17 -1 -30
right_child=1 4 3 -5 6 -7 -8 8 9 12 11 -13 -14 -15 -16 24 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.8780291508095092e-05 -0.0050866175316667695 -0.0010142780644071994 -0.0013200414871653047 0.0059816474596116748 1.0938624372816581e-05 0.0049358383085119206 -0.0027574895241348463 -0.00134675251022676 -0.094879156468826373 -0.041985972060668245 0.082050784869591234 -0.10020291531234965 0.03995775585199976 0.10019659673556103 -0.075255250834489015 -0.0066126010848562792 -0.050452334421356916 -0.0012915869902751656 -0.10005168191702983 -0.10033759964762733 0.05379508100265399 0.10018237593058783 0.090830767436672094 0.036137582581161225 -0.070654244917621706 -0.063506505500325799 -0.1001158868980383 0.07918566172609709 0.00075516799158423459 -0.0050744081041610651
leaf_weight=35.480791625905418 0.53534221142395111 0.50908048062410649 0.50695221315874051 0.56063147269247682 2.5246293517107041 0.53758962315065162 0.902454951781689 0.52180214558756666 0.022713854997391536 0.0042307620158714698 0.0054505508703090524 0.0027005265947082071 0.011868492462781433 0.014294940454419702 0.0026976460124217292 0.0011660607889634189 0.0070951557935950973 0.51905957402058789 0.002408893472804873 0.0044843071009381674 0.0043483895478035883 0.032806555973365903 0.0084904374509022235 0.0022637425686298229 0.0012128050920177311 0.0010801597270808927 0.0043666834244504571 0.0027270963680408045 0.51321439901511501 0.56174685420512871
leaf_count=2298 149 17 39 74 453 96 225 419 35 27 30 15 37 8 47 52 57 38 33 13 32 11 27 10 49 113 15 50 28 136
internal_value=4.77856e-07 -0.000608267 7.90659e-05 0.00251437 -7.2375e-05 0.00204181 -0.000718072 1.01636e-05 -0.00258005 -0.0531647 0.0013688 0.0465966 -0.00686842 0.0604439 0.0208004 0.0430683 5.17552e-05 0.00456871 0.0537119 0.0671979 -0.0244572 0.0848087 0.0464926 -0.0340723 0.00872101 0.0280777 -0.0715104 0.0534878 -2.00299e-05 -0.00229122
internal_weight=43.8097 5.0091 38.8006 1.06758 4.47375 1.04667 3.42708 37.733 0.596312 0.0431798 0.553132 0.0313298 0.0204659 0.0286293 0.0143343 0.0116367 37.1367 0.580957 0.0618975 0.0548023 0.0088327 0.0459696 0.0131631 0.00467264 0.00618612 0.00497332 0.00859745 0.00389316 36.5558 1.07496
internal_count=4633 940 3693 113 791 113 678 3580 897 114 783 364 79 349 341 294 2683 221 183 126 45 81 70 43 264 215 42 102 2462 164
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=23 21 6 9 5 13 5 18 21 20 19 21 20 16 5 17 15 7 15 4 22 12 15 15 16 10 4 22 2 2
split_gain=0.000232172 0.000897738 0.0120765 0.00804285 0.00782427 0.00285591 0.00158703 0.000551854 0.000418199 0.000424902 0.000560759 0.000964001 0.000333431 0.000307561 0.00869648 0.00577737 0.00188984 0.00269754 0.00187212 0.00109916 0.000264732 0.000513387 0.000508987 0.000431725 0.00665371 0.00995989 0.00389407 0.00302315 0.00150652 0.00120977
threshold=1.0000000180025095e-35 2.2033311313000001 14.475338213950002 203.42345995920002 20.769304081650002 101.51349054760001 23.435546682850003 16.115468395400004 15.004713615700002 41.444941515100005 14.251149826300002 3.3069203559500004 41.32819714970001 22.664946999500003 23.286780469550006 186.18082682465004 30.505324983850006 24.227986230350002 37.491361913600009 333.92249592315005 0.18839000000000003 189.97915716370002 18.019770707250004 20.734744936600006 14.184966829400002 76.279622535200005 267.06082587310004 -0.071969999999999992 45.979371440700014 52.497771754550008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 -6 -1 9 10 11 -3 -12 14 15 18 17 -17 19 -11 23 22 -22 24 -2 -26 -27 -28 -25 -30
right_child=20 8 3 -5 6 -7 -8 -9 -10 13 12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 28 25 26 27 -29 29 -31
leaf_value=-0.030842670739323359 0.00014079844410518145 0.00078824381789995316 0.086670340708463911 -0.064081591985129513 -0.10012756176672821 -0.10049949381120732 0.018852249155547635 0.060502903282152409 -0.0032046199435782521 -0.10002169672719433 0.0027385611019270914 -0.0044310079424842207 0.0001777215949689543 -0.00057458811282094422 -0.00070365843424652699 0.08037526394159121 -0.10050732498833961 -0.085890784550810673 0.10008162005403856 0.036887830928042716 -0.00053369943978491183 0.0016832081017158199 -0.0042554423815834184 0.054123210471882267 -0.093252606277392222 0.084635874078192577 0.056631095184417939 -0.10006817693195783 -0.056553613303885045 0.00010843952960394225
leaf_weight=0.0013885139794122736 0.51533311020726813 1.007031908844124 0.017049732356099412 0.0076937108703987169 0.0031049984836939428 0.014030090616529378 0.0017545937581253668 0.0012629411780119906 0.51278729394027056 0.0010749829512013412 1.032628958183011 0.54562264515023318 1.0016110942233354 0.99663242554412079 0.50238460801336582 0.0015375153450185577 0.01590029981421992 0.002670941940174032 0.0023956266231834888 0.0012902006688761958 0.99779807707408863 0.53366565089201623 0.58168219386603681 0.0051631808091688871 0.0044313946445058141 0.023799934034375525 0.0027911123767410118 0.0022029335143542985 0.0037684671460728172 35.459853136465014
leaf_count=57 855 18 21 14 21 31 212 76 128 67 36 161 6 9 230 20 27 46 1 30 34 100 125 23 48 67 48 12 9 2101
internal_value=7.35486e-07 -0.000596323 -0.0144663 0.0238781 0.0547661 -0.0825122 -0.057169 0.0126671 -0.000482166 -0.00020901 0.000385307 -0.00104587 0.00147767 -0.0016079 -0.0035611 -0.0612837 -0.0847356 -0.0251472 0.0377728 -0.025338 8.95157e-05 -0.000998307 -0.00190432 0.000153338 0.00293728 0.0463113 0.0677902 -0.0124908 0.000110282 0.000102418
internal_weight=43.8003 5.66985 0.0462846 0.029603 0.0219093 0.0166815 0.00485959 0.00265146 5.62357 5.11078 3.58689 1.55265 2.03424 1.52389 0.527254 0.0248696 0.0201088 0.00420846 0.00476081 0.00236518 38.1305 2.11315 1.57948 36.0173 0.548558 0.0332254 0.028794 0.00499405 35.4688 35.4636
internal_count=4633 1211 432 268 254 164 233 133 779 651 221 179 42 430 421 191 93 66 98 97 3422 259 159 3163 1030 175 127 60 2133 2110
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=8 8 5 3 18 2 7 13 0 23 20 0 21 0 3 3 3 3 15 15 13 10 18 5 22 22 22 20 17 20
split_gain=0.000200034 0.000215098 0.000503937 0.000301952 0.00122189 0.0155776 0.0194096 0.00056801 0.000365516 0.000900878 0.00160343 0.000489592 0.00056888 0.0119614 0.00173751 0.0161052 0.00256165 0.00334838 0.000723354 0.00206886 0.00167282 0.000379942 0.000524202 0.000750345 0.00280478 0.000488482 0.00147568 0.00336377 0.0464674 0.00275734
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 93.776108048150022 12.964611930900002 133.03767462420004 22.375171215700004 117.73026999045001 85.990333302400003 0.10876000000000002 40.518963363600001 86.036037090600004 14.849677877150002 86.393602021950016 93.017962855400015 92.738363209800013 90.100985783850021 75.790323155500019 43.376643616500012 41.54912092575001 117.67650082785001 61.987779113750001 13.480563334700001 21.701709660250007 -0.095854999999999996 -0.095854999999999996 -0.059424999999999999 40.767054867700004 200.17087924040001 42.91168285345001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -5 6 7 -6 9 10 -1 -10 18 -14 15 16 17 -15 19 21 -20 -13 23 -23 -25 -24 27 28 -27 -29
right_child=-2 2 -4 4 5 -7 -8 -9 11 -11 -12 12 13 14 -16 -17 -18 -19 20 -21 -22 22 25 24 -26 26 -28 29 -30 -31
leaf_value=0.0004434081107622433 -0.0018933997259075086 0.0026051668396724079 -0.00025271270467533191 6.8159684012037572e-05 -0.10008944936883304 2.9487235506342046e-05 0.084921415949266887 -0.038429907075701035 0.0030006556144170763 8.1396981921722579e-05 -0.0073125634497986551 -0.0012111153694580234 -0.064502424738544048 0.029420986599004457 -0.0013643906918753496 0.10010374275724397 0.015524668516834539 -0.079830459122519182 -0.006303479058053247 0.0060914378443468094 0.001586214260309444 0.00036697629936457868 0.00082761626223209778 -0.0020074453679473684 0.0082155174886640297 -0.094138370738276939 0.00015145595318499311 9.9859060028794239e-05 0.00042082749420600113 -0.0075584420121260392
leaf_weight=0.52241776059280842 0.55065317405944725 1.0432658031349995 1.5101080435782135 3.4439376422990771 0.006019479268020933 0.54167608409439438 0.042574706250888994 0.001987245228519896 0.52607357730914728 2.0109198811987881 0.54422383456744683 2.5468348286868112 0.030151264787491971 0.0036492433781710734 0.49965621234150603 0.01539622968994081 0.0077882376740490136 0.012130376408362675 0.56735760625065157 0.56007811008009767 0.51058435460436158 4.5663370595642858 4.1651265377520295 0.5166112762561994 0.55853251830467321 0.05775719240903332 13.774836856158037 3.5959809922649244 0.5185278226860548 0.54084775945699615
leaf_count=16 204 34 38 583 90 193 32 4 15 13 67 41 19 109 5 7 20 153 101 54 8 142 1160 20 35 132 920 237 74 107
internal_value=5.34645e-07 2.46528e-05 0.000914969 -3.1219e-05 0.000789694 0.00498537 0.0580578 -0.0847857 -0.00012162 -0.00116467 -0.00351386 -2.60096e-05 -7.41892e-05 -0.00320943 0.000221667 0.0205605 -0.0314029 -0.0545646 -1.92855e-05 6.81512e-05 -0.0025664 -4.12314e-05 6.40716e-05 0.000926583 0.00330334 -0.000150727 -0.000371136 -0.0018985 -0.00905621 -0.000901385
internal_weight=43.792 43.2414 2.55337 40.688 4.0362 0.592258 0.0505814 0.00800672 36.6518 3.07756 1.06664 33.5743 33.0482 0.568772 0.53862 0.0389641 0.0235679 0.0157796 32.4794 31.4015 1.07794 30.8414 28.2946 5.64148 1.07514 22.6531 18.488 4.71311 0.576285 4.13683
internal_count=4633 4429 72 4357 902 319 126 94 3455 96 83 3359 3344 313 294 289 282 262 3031 2922 109 2868 2827 197 55 2630 1470 550 206 344
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=21 6 7 7 7 15 7 22 13 5 15 2 19 21 8 16 2 21 21 23 16 12 17 21 23 6 6 18 16 13
split_gain=0.000240401 0.00539884 0.0176537 0.00598128 0.00490659 0.00481943 0.000567422 0.00074347 0.000561111 0.000542606 0.000332826 0.00109504 0.000391335 0.000371333 0.000610268 0.000375147 0.000631874 0.0012839 0.000450461 0.00224484 0.00168035 0.00131105 0.000939782 0.00143955 0.0140986 0.00714452 0.0118463 0.0030476 0.00591674 0.00228899
threshold=15.833449912500003 16.475384944750001 23.602039070650005 22.747724408400003 25.662597900150004 38.567335632300008 26.168093931450006 -0.15689999999999998 117.56358558635002 21.701709660250007 45.793006327050001 247.02271001585004 14.651182102100002 14.849677877150002 8.543332867800002 22.624947093000003 197.03438354685002 11.772995266200001 11.534227923400001 -0.27651499999999996 22.604947139800004 151.57463967635002 198.79333437865003 13.687513146100002 0.11071500000000002 14.845346859150002 13.855323727400002 13.679220276500002 22.584947186600004 104.09978726910002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 -4 8 -6 -8 9 -2 12 -12 13 15 -15 18 -17 -18 19 21 -21 -1 23 24 25 26 29 28 -27 -20
right_child=1 -3 4 -5 6 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 22 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10008907526120581 0.073940538556226856 -0.000992351183446348 -0.10024653303090166 0.099330436020621887 0.084888184201939554 -0.047309370736994531 0.05085299831407613 -0.059624982985528645 0.10005292367531504 -0.011931476916866085 -0.0051006317303997125 0.0004606669312087499 0.0026946895100730455 -0.0042662670606567936 -7.9148102503952085e-05 0.00023846301542694264 0.0063070038762691755 0.00031103410070901536 -0.031587963708648019 -0.00011342700632762905 -0.0056452296213438946 0.020065797664298102 -0.0023840120055390141 0.00022949850582015599 0.0013344413089186565 -0.024752247243882822 -0.10009755683393964 0.098614039587772345 0.097719920930729384 0.099328372994696087
leaf_weight=0.0035155639293026333 0.0020240368630997096 0.52180746479044893 0.0099723189674971735 0.023697155063139519 0.0013503294248948814 0.0063624869362683967 0.0014500284086746982 0.0010503790102239776 0.0036855692742392421 0.0011561543599327706 0.54045858442886086 1.026596173923451 0.54279387893040976 0.53342451658322332 1.0018526441053834 8.6029896966386996 0.55127820805955607 1.0139649783232014 0.0016460805886103769 26.70487616380861 0.56064688818514596 0.001224374439407816 0.52754812065408341 1.0188176673567313 0.51776868209174154 0.0071960295637882856 0.0069876799079793264 0.024413038583588786 0.0087303696054732427 0.0070792911332659969
leaf_count=90 32 53 68 29 6 9 26 48 3 25 155 94 67 88 12 221 87 12 97 2983 42 67 132 75 24 41 21 8 5 13
internal_value=3.03605e-07 0.00203594 0.0331735 0.0692602 -0.0632244 0.0153921 0.0326526 0.00444306 0.0734974 0.0427219 -2.66735e-05 -0.00145736 2.71722e-05 -8.06196e-06 -0.00153394 5.11576e-05 0.00057471 0.00242281 -0.000129976 -0.000239137 -0.000227175 -0.0690518 0.00127408 0.00248579 0.00649182 0.0541316 -0.00307207 0.0764136 0.0423833 0.0746304
internal_weight=43.7764 0.572556 0.0507485 0.0369254 0.0138231 0.0132282 0.00385074 0.00250041 0.00686576 0.00318019 43.2038 1.56705 41.6368 41.094 1.53528 39.5587 10.1682 1.56524 29.3904 27.2703 27.2655 0.00473994 2.12019 1.59264 0.573821 0.0560525 0.0157131 0.0403394 0.0159264 0.00872537
internal_count=4633 299 246 98 148 69 80 74 60 57 4334 249 4085 4018 100 3918 320 99 3598 3182 3025 157 416 284 209 185 131 54 46 110
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=23 2 14 2 6 19 15 19 0 23 2 20 3 15 4 4 7 9 2 21 21 9 16 14 20 13 21 12 9 20
split_gain=0.000237094 0.00237452 0.0015039 0.00132804 0.000753162 0.0074957 0.00449099 0.00591951 0.00289157 0.000397344 0.00225067 0.0234478 0.00820537 0.0156561 0.00620105 0.00362925 0.00430736 0.00091738 0.000570633 0.000389473 0.000680428 0.000815381 0.000387144 0.00136848 0.00992118 0.0125513 0.00339803 0.0038534 0.00236997 0.00182039
threshold=0.091290000000000024 54.465024697200008 129.42733769190002 45.979371440700014 16.565387047600002 14.351157895250003 34.139075990150012 14.551174033150001 85.823648898300021 0.088145000000000015 141.45287911200003 43.182896969600009 92.367355987800025 40.42701969085001 286.93691744620008 292.86872700255009 28.961691114250005 201.40496258350001 85.298498744850022 15.004713615700002 12.842902196200003 195.13041324455003 22.634947069650003 274.77420769625007 41.972095654800007 116.87802876315001 10.738578069800001 333.39123805920008 70.238863950400017 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 9 -6 -7 8 -8 19 17 12 13 14 -12 -16 -17 18 -11 20 22 -22 23 -5 29 26 27 28 -26 -25
right_child=1 -3 3 4 5 6 7 -9 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.056788629500410887 -0.048138512071943459 0.00027134374118362951 0.1000449874735499 -0.00021079342539398078 0.00042821586140118938 0.088665494661314459 0.017454075798882262 0.065742804594875012 -0.10006876860829227 0.00025167042203429944 -0.094169020181848473 0.00042490415546034331 -0.10066040054735853 0.098025978158741395 0.092986871292658368 -0.088877935650259227 0.090011173506258702 0.0036217712189583334 -0.0028117063428186226 -0.0028125217910893643 0.0002956166283488769 0.0051333791319156602 0.0010570747824708399 -0.030039956522939917 0.0043333758833431057 -0.10031830181234572 0.079820675883604031 0.057281900637024132 -0.10010885363394587 -0.00031299860578841367
leaf_weight=0.0046984994373805425 0.010137281832842571 20.600784072559268 0.0013212936464722649 14.261754417400214 0.51781285593884163 0.015434876223480387 0.0038514433761065447 0.010631989730541136 0.0045869799760112073 1.5236883245698476 0.020541107782207746 0.5049329712717423 0.030447366751886307 0.0075395490664504896 0.0030571092023592428 0.0047904109928945671 0.001871974310370117 0.52498930211291339 1.0119039773368355 0.52190760836057037 1.0062961386040594 0.53288898857892508 2.0654348456311018 0.021458415467191405 0.0038151111372766167 0.023575857152664526 0.0050295336615464583 0.0046474309350008633 0.005046647400570814 0.5148375074717122
leaf_count=25 27 1249 1 1035 434 17 29 20 14 20 44 45 42 10 7 37 34 104 33 246 111 44 149 246 128 52 98 62 93 177
internal_value=8.26304e-07 0.000247534 -0.000218739 -0.00020726 -0.000212981 0.00343545 0.0485644 0.016108 -0.0464293 -0.000302143 -0.00126009 -0.00701097 -0.0620257 -0.0309061 -0.0630301 0.00277872 -0.0386143 -0.000183076 -0.000970862 -0.000118613 -4.23869e-05 0.00197052 -0.000225654 -0.000404182 -0.00517254 -0.0519083 0.00965507 -0.0164679 -0.055145 -0.00150244
internal_weight=43.7697 20.6109 23.1588 23.1541 23.1528 0.552318 0.0345053 0.0190704 0.00843842 22.6005 3.63376 0.57318 0.0682475 0.0378002 0.0302606 0.00971949 0.00666239 3.06058 2.53559 18.9667 18.4448 1.53919 16.9056 14.8402 0.578411 0.0421146 0.0185387 0.0135092 0.00886176 0.536296
internal_count=4633 1276 3357 3332 3331 514 80 63 43 2817 376 219 174 132 122 78 71 157 53 2441 2195 155 2040 1891 856 433 381 283 221 423
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=21 6 7 7 7 23 7 22 6 6 15 22 21 8 21 14 4 0 22 3 6 8 5 5 7 0 7 15 15 22
split_gain=0.000198108 0.00485001 0.0157147 0.00557195 0.00450615 0.00411952 0.000504874 0.000623466 0.000495288 0.000444661 0.000283787 0.00108847 0.000350361 0.000469067 0.000376105 0.00031604 0.0177719 0.00549141 0.00435505 0.00279424 0.00289452 0.00275541 0.00110179 0.00164067 0.00120694 0.000850381 0.000751379 0.000602359 0.000565334 0.000595432
threshold=15.833449912500003 16.475384944750001 23.602039070650005 22.747724408400003 25.662597900150004 0.089965000000000031 26.168093931450006 -0.15689999999999998 16.435384010100005 13.400313096150002 46.055224235250002 -0.086139999999999994 14.849677877150002 8.543332867800002 14.731151610350002 301.50888169040007 308.58584608000007 85.882794977150013 -0.086139999999999994 82.705037467000025 13.665319288000001 8.0437227585500022 14.608687763150002 11.188452238700002 24.277136467000002 110.98492854115001 24.573979631000004 25.186533201700005 40.042228346200012 -0.047144999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 -4 8 -6 -8 9 -2 12 -12 14 -14 15 -1 -17 18 27 20 21 22 23 25 -24 -19 -27 -18 -21 -30
right_child=1 -3 4 -5 6 -7 7 -9 -10 -11 11 -13 13 -15 -16 16 17 19 -20 28 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-2.027510418534227e-05 -0.0039876009758151318 -0.00090964029243903184 -0.10022314336413195 0.09912419620485137 0.08234776786949842 -0.040322026264437316 0.047189551872901823 -0.055505172314530206 0.10004802278635756 0.077067266240740645 0.001643767171874942 -0.0047812456740961807 -0.0038576818632407961 -0.00018913025327758925 0.0027596227112878791 0.085044611224496594 -0.00040145016186544268 -0.10000775163769887 0.097000866663507074 -0.0036050084310901734 0.070604916827024661 -0.10003055670479084 0.034953192541996136 0.058593558970933581 -0.10002092838933539 0.070203732072451328 -0.036676435505466787 -0.10003861214844645 0.0027341552900803975 -0.0020243628271129467
leaf_weight=38.429935914581982 0.0011698865448738216 0.5219556279802724 0.0090243378118204376 0.021455849651811576 0.0012588982208399111 0.0064686173541304015 0.0014164143284602923 0.0010146751400128542 0.0033443827414885163 0.0016058571345638484 0.51527772006252093 0.5400002734937448 0.53468036930283247 1.0011207267816642 0.51423374989516091 0.025012206438060791 0.0011580874079992762 0.0010073023120784437 0.0097239307875837122 0.53274228858723027 0.011100405344222963 0.0021826320046676164 0.0012317705523017261 0.0081589130327355264 0.0014334765246672987 0.0011229373247172436 0.0015878083896831065 0.0012745000117888594 0.53450772726898776 0.51760111474106885
leaf_count=2836 42 53 68 29 6 17 26 48 3 7 121 113 89 12 14 32 35 137 23 212 38 44 21 105 33 21 281 50 63 54
internal_value=1.41364e-07 0.00185437 0.0327082 0.0681359 -0.0621551 0.0153204 0.0309453 0.00432738 0.0741313 0.0429053 -2.42774e-05 -0.001644 1.62938e-05 -0.00146632 7.23857e-05 3.79077e-05 0.00139316 0.000105457 0.0670641 -0.000399283 0.0310154 0.00473952 0.0204644 0.0335036 -0.0376413 -0.021554 0.0075991 -0.0526041 -0.000950831 0.000393129
internal_weight=43.7538 0.568715 0.0467589 0.0340446 0.0127143 0.0125887 0.00368999 0.00243109 0.00612013 0.00277574 43.1851 1.05528 42.1298 1.5358 40.594 40.0798 1.64985 1.62483 0.0121565 1.61268 0.0278252 0.0167248 0.0145422 0.011877 0.00266525 0.00371805 0.00271075 0.00243259 1.58485 1.05211
internal_count=4633 299 246 98 148 69 80 74 52 49 4334 234 4100 101 3999 3985 1149 1117 108 1009 680 642 598 544 54 439 302 85 329 117
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=23 6 19 15 21 0 14 14 14 22 23 22 3 5 18 17 7 13 9 21 23 0 17 7 22 4 7 17 20 7
split_gain=0.000214083 0.000645597 0.00679706 0.00397649 0.00508986 0.00522937 0.00181665 0.00207678 0.000942925 0.00148074 0.00045758 0.00081173 0.00520369 0.00875661 0.00398388 0.00309806 0.001954 0.00162483 0.00153553 0.00139725 0.000831356 0.000609136 0.000411253 0.0096778 0.0128762 0.00449191 0.00432743 0.000795065 0.00308945 0.000863887
threshold=0.090465000000000031 16.565387047600002 14.351157895250003 34.139075990150012 5.7328850847000004 85.866664228400012 129.42733769190002 142.92771580715001 144.12207640715005 -0.60723499999999997 0.089345000000000022 -0.14510999999999999 91.996348765800022 23.435546682850003 14.549241649450002 174.47088669260003 24.872345000050004 104.04332964835001 66.136595672450014 16.464809133250004 -0.17949499999999999 98.230883170350012 200.85989963400002 24.277136467000002 -0.082275000000000001 157.77812180380002 22.227765484150002 197.91512403570002 42.081757894750005 24.314922763450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 -1 -8 -9 -10 11 12 14 -14 15 -11 17 20 -15 21 -16 -18 25 24 -24 26 -2 29 -29 -27
right_child=22 2 3 4 -6 -7 7 8 9 10 -12 -13 13 18 16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.081785450055629191 0.0044803713859386867 0.00044590212794183088 0.086654078600432338 0.042769982870915019 0.085759339982640376 -0.10008774126395872 0.10003600733355367 -0.075775228840928494 -0.10013706750852416 0.055547045688433078 -0.0023567569221960472 -0.0002118193336074428 0.093719316815253417 0.024693115041269375 0.042026716468473932 -0.092001655134541976 -0.012284610792784013 0.095535778352850265 -0.093606514634750837 0.043218473052104661 -0.076760741867984039 -0.10001457110162529 0.021428227207136281 0.00025741163616169996 -0.072717842794416718 0.00056143230330345077 -0.081882647917768892 0.0080818741270325539 -0.0025709874101146695 -0.0012705187768573347
leaf_weight=0.0027354848644013377 0.010474885355748031 0.51776899248883523 0.014573241448033514 0.0051391859515206306 0.0062995737298479062 0.0051103702680848073 0.0020632029627475337 0.0016550165164542765 0.0014852226299585372 0.0017226348051865821 1.0166075003956105 20.977877908124153 0.013820551775967749 0.0015660852852050757 0.0013938667322399567 0.0081825912088633324 0.0013178886223812469 0.0040337469792177671 0.0036648252337054821 0.0018706156635985849 0.0010205596794445881 0.0019812629863690846 0.022438699338927393 1.5641164052649519 0.041202790443550241 15.320222232075016 0.013005723132763158 0.57417312834351253 0.51770062036456466 3.0939739991184352
leaf_count=7 29 440 22 33 12 14 2 5 50 56 104 1653 98 44 27 106 12 13 103 45 88 331 31 321 31 477 24 105 18 332
internal_value=5.99054e-07 -0.000213473 0.00317416 0.048563 0.0150198 -0.0284581 -0.000297828 -0.000287714 -0.000297107 -0.000291438 -0.000284708 -0.000184489 0.0139461 0.0520103 -0.0197469 -0.0663412 0.0199784 0.0566994 -0.0581887 -0.0258232 -0.00818384 -0.0649697 0.000229186 -0.00129794 -0.0395238 0.00035647 -0.0433554 0.000409088 0.00303093 0.000253626
internal_weight=43.7492 22.5919 0.548891 0.0311224 0.0165491 0.0102496 22.043 22.0403 22.0382 22.0365 22.0351 21.0185 0.0405746 0.0190515 0.0215232 0.00990523 0.0116179 0.00644817 0.00523091 0.00516977 0.00241443 0.00329915 21.1573 1.62776 0.0636415 19.5296 0.0234806 19.5061 1.09187 18.4142
internal_count=4633 3265 521 81 59 47 2744 2737 2735 2730 2680 2576 923 245 678 162 516 128 147 388 115 343 1368 383 62 985 53 932 123 809
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=22 2 14 7 6 16 23 9 0 15 18 9 14 10 20 9 15 22 20 5 15 5 15 22 22 3 5 21 20 21
split_gain=0.000223445 0.000611374 0.00831368 0.00631981 0.00803871 0.00402066 0.0115292 0.0085749 0.0146456 0.0114848 0.00957898 0.00681218 0.00656572 0.00317748 0.00264843 0.0020542 0.00356927 0.00197672 0.00164015 0.00117157 0.00114244 0.00103372 0.00204488 0.000823532 0.00101785 0.002373 0.000754752 0.0194708 0.00910487 0.00106323
threshold=-0.036264999999999999 121.36426933400001 216.18714566720004 22.721067571950005 16.505385645700006 20.629951758200004 0.098085000000000019 204.99169312540002 93.910530954700008 28.298162031900002 16.435318745950003 198.44478460200003 317.91822013045004 76.279622535200005 42.320906304050006 213.52050414910005 26.243701454300005 -0.16533 41.741384785950011 20.315138807500002 27.471913688500003 13.477720021600001 26.243701454300005 -0.051199999999999996 -0.074029999999999999 93.716961969300016 21.556055031700001 5.7892729308500011 42.081757894750005 11.891204580750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 4 -3 6 7 9 -9 11 15 20 17 -12 21 -10 -17 18 -8 -11 -4 22 -15 24 -7 -26 29 -28 -29 -1
right_child=-2 2 5 -5 -6 23 12 8 10 19 13 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00026232513327662237 0.0003309294298228469 0.099160057847121189 0.0095654937293926795 -0.079518414542792654 -0.10010197763988188 -0.00051351163291172696 -0.084621649281295133 0.062065880174304026 -0.095349932022499084 -0.10007721505696132 -0.10010709563065778 0.08597589926324542 0.060862902464267989 -0.10003679478022048 -0.057408974195652364 0.036265186672573037 -0.10011276247342382 -0.1004980217499498 0.039339833421449512 -0.011990716085660581 -0.10012861009556225 0.074829254847788115 0.095003457581413264 -0.0042246369270429887 0.0074006259716830379 -0.00071203247446704424 -0.00068491697382633753 0.090158612959623366 0.0095955594319864831 -0.0042722853939236071
leaf_weight=14.290049366765963 13.939149798258436 0.005191659746283217 0.016281694983521194 0.022819248108135071 0.0033188362701750407 11.760268157448044 0.0022721691393678958 0.014281782217437922 0.026352343238443154 0.0062417010170761067 0.0020495114595178174 0.023353120820132744 0.0032996994976612617 0.0010871017136964145 0.0025077064214933395 0.0035880485974075773 0.0041257218449857191 0.022488504650252428 0.0020129548292562305 0.0019917216118585657 0.0010082292447357579 0.0076965743565580169 0.0010633675815370225 0.52709302676902225 0.56240158504078763 1.0046122344938337 0.88749051136593493 0.035898134690796724 0.023026411680092451 0.53647713417668796
leaf_count=729 1343 10 859 21 53 454 27 26 69 46 13 41 48 88 36 13 27 93 13 48 10 38 6 26 53 9 286 21 39 88
internal_value=4.52732e-07 -0.000154128 -0.000634426 -0.05209 0.0214539 -0.000519244 -0.0172784 -0.00247312 -0.0269334 0.0289313 -0.0531571 0.050749 -0.0722337 0.0152085 0.034338 -0.0820643 -0.0366768 -0.0886371 -0.0263902 -0.0787685 0.00316889 0.0577028 -0.00359297 -0.000347833 -0.000194505 0.0021996 0.000273017 0.00301096 0.0586764 9.82466e-05
internal_weight=43.7395 29.8003 14.0274 0.0313297 0.0085105 13.9961 0.141702 0.111629 0.0627522 0.0488765 0.0484704 0.040643 0.0300733 0.0144043 0.0123548 0.0340661 0.00771377 0.0267736 0.00428512 0.00823342 0.0172899 0.00984704 0.00215047 13.8544 13.3273 1.56701 15.7729 0.946415 0.0589245 14.8265
internal_count=4633 3290 2127 84 63 2043 1501 1320 316 1004 290 910 181 181 168 109 40 133 40 94 869 132 94 542 516 62 1163 346 60 817
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=8 22 23 8 5 5 23 23 9 7 2 2 16 15 9 23 9 6 2 8 16 17 10 21 16 21 15 23 22 20
split_gain=0.000204199 0.000246247 0.00110957 0.00096946 0.000689983 0.000932672 0.000731184 0.000507319 0.00143464 0.00128718 0.000539099 0.000491433 0.00446295 0.00979157 0.0105382 0.0132176 0.00964592 0.0106775 0.00939878 0.00828587 0.00523367 0.00326971 0.00268713 0.00257702 0.00212033 0.0015125 0.00112697 0.000968587 0.000917541 0.000909132
threshold=8.8430989333000021 -0.02903 -0.55393499999999996 8.4434108459500017 22.887221773600004 22.217208590350001 0.093325000000000033 0.098950000000000024 200.95377551580003 23.822419043000004 82.092636011950006 121.36426933400001 20.629951758200004 28.579157549250002 207.09414646890002 0.092185000000000031 210.85023439230002 14.935348962050002 166.72194812590001 7.8438787148500007 18.094957686100003 204.45912381470004 77.443724905700023 5.4349223666500004 9.7049773055000017 2.9212203061500004 27.471913688500003 -0.225495 -0.59087999999999996 40.806664626150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 9 -9 -3 -11 -4 13 14 15 19 27 -18 23 26 22 25 -20 -16 -24 28 -13 -15 -17 -26
right_child=-2 4 11 -5 6 -7 -8 8 -10 10 -12 12 -14 16 18 21 17 -19 20 -21 -22 -23 24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0078156983840308777 -0.0019142938118786288 -0.0047739300580929853 0.00026974006413129742 0.10007024972230534 0.00011679320787329649 -0.0037254356573428135 0.0053751249480559768 0.00049809822756400354 0.0060165838637205914 0.0033251880742585778 1.3425293926145539e-05 0.011038505429741996 -0.00037042034508130657 -0.032716741897223199 -0.024713140471776664 0.056612833339826918 -0.081406651593494986 0.090149632520118025 0.089066882905460082 0.096508219605582132 -0.10014942500924956 0.057166182096593202 0.07143761124886637 -0.10043297608278633 -0.1000261132808711 -0.10027972582536282 -0.097433357655429986 -0.096739171864580031 -0.066027699944193885 0.005352821354643501
leaf_weight=0.0013971209097886064 0.55009891875603401 0.5451736806072115 15.258946929331554 0.0020625065080821514 0.5102745343562336 0.58218707916706414 0.54890316656863547 3.0470631814771871 0.55724013123916627 0.5348896459595317 6.0636310160216436 0.01608626766354114 15.387566501501281 0.0025954011902626908 0.0061173298101135911 0.0011001676338520117 0.0069015158020988565 0.0076484677938424284 0.0070675207181238875 0.022974079594561658 0.0029329618264455357 0.002054030789537393 0.0022406928672551452 0.016944825304825883 0.0018888425520644514 0.0085141036589304608 0.0010184451705050881 0.026396481398994809 0.0013693245099302568 0.0014450036110122966
leaf_count=48 204 169 1144 1 197 53 43 102 73 57 461 842 559 27 34 7 57 9 15 16 8 40 36 39 37 68 30 140 41 76
internal_value=2.12111e-07 2.46053e-05 -0.000126899 0.0565021 0.000401064 0.000172893 0.00284185 0.000384054 0.00135128 -0.000103953 0.000281884 -0.000133263 -0.000529415 -0.0186123 -8.01531e-05 0.0288239 -0.0576643 0.00877508 -0.039816 0.0572753 0.0202002 -0.058638 0.0481214 -0.080348 -0.00379027 -0.0802944 0.0045799 -0.0910078 -0.0113909 -0.0543513
internal_weight=43.7247 43.1746 30.7853 0.00345963 12.3894 11.3302 1.05918 10.748 3.6043 7.14369 6.59852 30.7818 15.5229 0.135295 0.0917536 0.0531164 0.0435419 0.01455 0.0386372 0.0400788 0.015575 0.0130376 0.0126421 0.0230622 0.00557454 0.0109836 0.0171047 0.0289919 0.00246949 0.00333385
internal_count=4633 4429 3274 49 1155 915 240 862 175 687 518 3225 2081 1522 1289 1044 233 66 245 888 172 156 164 73 149 116 872 167 48 113
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=22 22 7 2 16 2 21 20 20 20 17 4 17 16 20 2 5 13 12 4 22 21 10 22 23 21 2 21 20 23
split_gain=0.000187693 0.00070359 0.0138231 0.0121546 0.00570922 0.0106537 0.0031962 0.00116703 0.00026041 0.000291829 0.000228092 0.00418014 0.00100682 0.000529894 0.0199909 0.0113398 0.00877649 0.00264988 0.00227031 0.000983738 0.0013105 0.000918339 0.00662023 0.0115609 0.0109949 0.011606 0.00580747 0.0034989 0.00306794 0.00315307
threshold=0.22387500000000005 0.11061500000000003 23.131311951800004 210.71970372160004 22.564947233300003 161.07012613040004 12.575665986150002 38.238138001450004 37.817254840650008 37.041406607950009 191.06791329340004 156.40313730310001 191.40027208745002 18.634956423400002 40.574766824850009 62.357017394150006 13.6045160441 109.08687710110001 87.111491403900018 292.86872700255009 -0.090369999999999992 2.3083050893000006 70.077349628250019 -0.074029999999999999 0.083070000000000019 1.2219980417000003 69.881082014850008 2.7200266080500004 39.117456157700005 0.093955000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 7 -5 -4 9 -2 -1 -12 -13 14 16 -15 -14 19 -17 -18 -21 22 23 24 -20 -26 -23 -28 -25 -30
right_child=8 2 3 6 -6 -7 -8 -9 -10 -11 11 12 13 15 -16 18 17 -19 21 20 -22 26 -24 28 25 -27 27 -29 29 -31
leaf_value=0.00026640305920165065 -0.0018298278492507769 -0.0017677653856477038 0.051124436964752412 0.010491517029330377 0.10007343901509905 -0.049819103422555577 -0.10051901875535214 0.098237780849477346 -0.0028758799754466159 0.0015518312790071583 -0.054890116108915116 -0.0044917661139782889 0.049631071898715261 0.10006434830758409 -0.00017642726187118676 -0.10013501560195007 -0.10026193510017634 -0.0083791851926108361 0.07085032938823646 0.016280195315100051 -0.10005312283032622 -0.10071636307705861 0.00039169952937991921 0.093045133108187378 0.014376587993709526 -0.093550396509819625 -0.038315913819541352 -5.4629105905381119e-05 -0.0032224381388901604 0.069441080292535998
leaf_weight=17.338416441472951 0.51241036236402526 0.55939201137585504 0.0099129528965224006 0.0045966331347483402 0.025295825342709577 0.0098537540995986411 0.005951955167198264 0.011195806175087086 0.53113185468931634 0.50837592934840359 0.013972126951560138 0.52902176743748697 0.0055164086229203537 0.01133464579470711 2.0769924694284785 0.0022632726759209678 0.030522766726260642 0.0040159303607651955 0.014719423625024208 0.0017817739176706482 0.0021210976058227962 0.0057380962098275692 1.0250950303786508 0.020620304945626167 0.024320740660186857 0.016878687249118229 0.023928899055877362 20.363285184471167 0.009819660592256696 0.015239530359394848
leaf_count=2047 99 95 15 31 11 35 13 37 218 8 20 45 233 6 666 22 136 6 76 18 24 3 48 12 41 33 33 551 33 18
internal_value=-2.88711e-08 3.9726e-05 0.00336674 0.0463593 0.0648292 0.0360352 -0.0521453 0.0761127 -0.00108007 -0.000145681 -1.04327e-05 -0.000208798 -0.000177206 -8.07114e-05 -0.00158881 6.78313e-05 -0.0683232 -0.0852498 1.51675e-05 -0.0942172 -0.0469436 2.57005e-05 0.00280491 0.0271534 -0.00333488 -0.0298392 -0.000127848 -9.95372e-05 0.0644759 0.0409673
internal_weight=43.7137 42.1618 0.626199 0.0668069 0.0562583 0.0309625 0.0105486 0.0211088 1.55192 1.02079 41.5356 24.1972 24.1832 23.6542 2.12095 21.5332 0.043958 0.0384416 21.5219 0.0344256 0.00390287 21.5196 1.12669 0.101598 0.0559189 0.0411994 20.393 20.3872 0.0456795 0.0250592
internal_count=4633 4308 237 142 98 87 44 52 325 107 4071 2024 2004 1959 1083 876 417 184 870 178 42 848 261 213 150 74 587 584 63 51
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=10 4 21 13 10 9 20 18 15 12 15 17 8 22 21 7 19 16 21 10 8 22 6 6 6 18 10 18 2 22
split_gain=0.000166952 0.0031736 0.00175926 0.0291077 0.00911842 0.00817483 0.00657447 0.00178653 0.00153789 0.0233418 0.0094895 0.00281766 0.00156954 0.00136914 0.00127392 0.00112958 0.00112337 0.00144828 0.000824372 0.00974165 0.00656041 0.00265997 0.000777203 0.00168433 0.000568959 0.00100818 0.000496059 0.000491864 0.015551 0.00649004
threshold=71.053259929650025 143.58239362595003 6.9984086918000008 104.19926021995002 75.629015667650023 214.94003843055003 43.384297312450009 16.693547963350003 28.579157549250002 100.38148940995002 27.063546193350003 191.20566072810004 5.1459841250500009 -0.080234999999999987 11.668114288100002 19.052023743050004 13.251069136700002 18.804956025800003 1.9176293050000004 77.094225348750015 7.943800736700001 -0.102645 13.745321157250002 13.705320222600003 3.6650856341500009 16.435318745950003 80.677940036650014 13.988302431200003 98.91243606750001 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 18 4 22 6 7 -6 9 -1 11 12 14 -9 15 -11 -12 -18 19 20 -3 -22 23 -4 25 -8 -26 -10 29 -29
right_child=1 2 3 -5 5 -7 24 13 27 10 16 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0012698035639092014 0.089254950508319095 0.03054520381661668 -0.030596943861306798 -0.10018050885443718 -0.10013729027588346 0.00047907060478906974 0.055904500951611348 0.035140278642225208 0.00012107888420296643 0.026025390630212804 0.099472689563045447 -0.093047069947276434 0.10001105653322835 -0.081925131768987983 0.053452457597686492 -0.080215384686757013 0.100027384981072 0.032953524954978448 8.1094947388254265e-05 -0.00055592732582107997 -0.015770945550862066 -0.096794809690395014 0.10010190283534677 0.1000279262660415 -0.0061799205327024605 -0.067224471116222415 0.072603772375010853 -0.010655504783763555 0.00016711910947543517 -0.092980040230784988
leaf_weight=0.52126782306918029 0.0039576660201409144 0.0067141157437514689 0.0016561415948050948 0.030872847226262934 0.015960975592063775 0.5054213369856706 0.001294913806304975 0.0019316145183392308 27.63901833759682 0.0016500671688975954 0.030237947859559355 0.0031924245332231047 0.0018034041531791445 0.0020693493479070338 0.002358781724465242 0.0025432767877653362 0.0060366005804439737 0.0068974255213447577 13.126899166145845 0.51690297585363654 0.0050623527212962918 0.020298027500530225 0.0086700440442655236 0.0024436729727312922 0.0010831042940546709 0.0013670197977584397 0.0030491213801084882 0.015222450794681208 1.1881572461809922 0.025817042689594838
leaf_count=114 4 39 64 155 114 69 42 58 1096 133 30 45 13 39 101 335 7 36 837 478 28 58 6 3 94 169 31 21 385 29
internal_value=1.111e-07 -0.000280796 -0.00030566 -0.00572026 -0.000368809 -0.00237258 -0.0562401 -0.0851592 0.000136115 0.00525253 0.067385 -0.0131338 0.0173989 -0.0254074 -0.00533928 -0.03841 0.0889227 0.0642584 -7.76793e-05 -0.00387422 -0.0573508 -0.0806211 0.0831372 0.0472613 0.0287274 -0.00732763 0.0519537 3.40303e-05 -0.0019233 -0.0624441
internal_weight=43.6999 14.2557 14.2517 0.57582 0.544947 0.532177 0.0267561 0.0199619 29.4442 0.575988 0.0547199 0.011548 0.00835553 0.00400096 0.00655213 0.00419334 0.043172 0.012934 13.6759 0.548977 0.0320745 0.0253604 0.0127699 0.00409981 0.00679416 0.00266193 0.00413223 28.8682 1.2292 0.0410395
internal_count=4633 2288 2284 844 689 616 547 211 2345 814 700 627 582 97 569 468 73 43 1440 603 125 86 73 67 336 211 125 1531 435 50
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=20 2 7 3 17 21 16 22 21 9 6 19 8 5 16 8 21 16 18 13 22 21 15 21 23 7 7 9 3 16
split_gain=0.000171725 0.00909747 0.00723274 0.0104491 0.000550691 0.000776164 0.00995763 0.00996302 0.00158877 0.00840735 0.00817707 0.00824521 0.00741368 0.00604807 0.0048891 0.00148913 0.00170496 0.00103362 0.00246864 0.000999366 0.000957761 0.000818762 0.000734183 0.000453753 0.00115665 0.0223437 0.00412477 0.00476794 0.000452108 0.000434995
threshold=38.474425342400004 60.643165405350004 23.781511574300001 87.399085362750014 162.04221493815001 0.37234627945000004 22.624947093000003 -0.102645 1.8675847688500002 193.00469145105004 14.815346158200002 14.351157895250003 7.943800736700001 16.043149448600001 22.684946952700002 8.0437227585500022 1.0853204796000002 18.634956423400002 15.220675120050002 117.48293184245001 -0.15022499999999997 2.0976681454000006 19.935988437250003 1.9425901130500003 0.085855000000000029 24.414825394400005 23.263685695600007 194.57718764590001 81.355431485500006 19.134955254150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 -2 22 6 7 20 9 12 13 -12 19 15 -13 16 -11 18 -9 -7 28 -10 -3 29 -25 26 27 -26 -6 -1
right_child=1 4 -4 -5 5 8 -8 17 21 10 11 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0026986550732293049 0.075646094508171793 -0.10003249963132255 -0.10141712475808634 -0.070644188896390098 0.062019095123403735 -0.011618858190231472 0.094212661787323182 0.048883672488510985 -0.0039536899017495178 0.0882593994462781 0.089422666354548264 -0.035510620434538828 -0.1001372937250113 -0.10010875957635712 0.067338972298462099 0.10003126885890951 -0.070504592031832639 -0.10017193634053695 -0.10009838264371303 0.10004378494167915 0.099109791736014058 1.3740183405417002e-05 0.014548008023017213 -6.288736226546575e-05 0.077027324464342281 -0.00091128170046264167 0.091070842627577309 -0.011469743585862106 -0.0288596178461165 0.00035906707846543074
leaf_weight=0.53702197426850506 0.0082550520237373304 0.0012634324242178909 0.015663042597363841 0.01195123340767168 0.001059574459896238 0.0011668557819731759 0.0063837437337497241 0.0017554172913615265 0.52749721173800068 0.0011226888671345137 0.025237550067686243 0.012309303987422027 0.010012822634280383 0.0071362919770479039 0.0074008143930086581 0.0023758253009873442 0.0017016353920458194 0.012446704331068759 0.0030354537224317468 0.0025598908541724086 0.0035552902863855715 37.408310148110232 0.0010033009371550605 1.0228020261424045 0.013076992298115986 0.51287960279595868 0.03019517205370903 0.011391084959086584 0.0011325167870381847 3.4812952446459633
leaf_count=522 13 158 31 37 15 59 33 13 111 21 31 39 28 43 28 4 30 28 40 2 5 2596 181 110 29 128 27 21 78 172
internal_value=-3.1513e-07 -7.64132e-05 -0.0504142 -0.0108789 -2.89459e-05 -2.60086e-05 -0.0162765 -0.0469633 -1.34515e-05 0.014929 0.0317789 0.0515724 -0.0553229 -0.0403385 0.00310765 0.0416856 -0.00739478 -0.0849797 -0.04551 0.0650819 0.0670556 -4.14269e-05 -0.0493169 0.000516276 0.00194601 0.00556637 0.0663432 0.0358276 0.0150677 -4.95776e-05
internal_weight=43.683 38.0743 0.0358693 0.0202063 38.0385 38.0362 0.0293687 0.022985 38.0068 0.0710237 0.0572841 0.0449477 0.0137396 0.0123364 0.0197101 0.00520015 0.00282432 0.0172376 0.00479087 0.00372675 0.00574738 37.9358 0.00226673 5.60866 1.59034 0.567543 0.0546632 0.0244681 0.00219209 4.01832
internal_count=4633 3624 81 50 3543 3204 212 179 2992 285 196 98 89 98 67 55 51 81 53 61 98 2707 339 1009 315 205 77 50 93 694
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=23 23 3 14 14 6 2 7 14 23 17 12 22 6 22 9 7 9 16 15 22 12 22 13 5 6 0 21 21 20
split_gain=0.00016018 0.000519297 0.00134363 0.00101204 0.00095998 0.000679026 0.00946528 0.00674272 0.00079574 0.000347313 0.000401889 0.0114967 0.0108436 0.0113972 0.00157748 0.000728632 0.00038154 0.000802832 0.000686634 0.00138729 0.000757237 0.000468867 0.00068627 0.000566309 0.00125608 0.00245532 0.000541669 0.000392472 0.000471956 0.000314953
threshold=0.090465000000000031 0.088565000000000019 83.613736315050019 129.42733769190002 142.92771580715001 16.565387047600002 153.89888490650003 21.833224794850004 144.12207640715005 0.09117500000000002 201.00900942685004 122.54271974380002 -0.084729999999999986 14.825346391850003 -0.58319500000000002 204.51365672970005 24.385896469550001 203.09362050815002 22.574947209950004 37.491361913600009 -0.075639999999999999 197.98050398640004 -0.02903 117.71413924170001 21.701709660250007 16.385382841850003 85.968825637350008 9.027058870800003 6.7697770556500005 38.621016321050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 8 7 -7 -6 -2 16 15 13 14 -13 -12 18 -18 19 20 -11 23 26 24 -20 -26 -23 28 -19 -22
right_child=9 2 -4 4 5 6 -8 -9 -10 10 11 12 -14 -15 -16 -17 17 27 21 -21 29 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.048802830804064598 0.0027107709152364616 -0.00015446124456795212 -0.0059255023073278594 0.070343656588086875 -0.07311683247987498 -0.080311163687772524 0.00068672602743431613 0.086614528550426159 -0.00011914322555233966 0.0040518752449543128 -0.059375793313723849 0.023631273068049539 -0.003307389781979855 0.084067339368297939 -0.093144432090473503 -0.10029688367259507 -0.0043217521887744196 -0.00033025893652181826 0.00039247651940749802 0.0062403633291784576 0.0019795330023522737 -0.00040990115218841563 0.0007755864032994548 -0.00058354193897790934 -0.00088548863914221379 0.0086264411568969628 -0.002780572308724495 -0.0025285877851607395 0.0031646709353479636 -0.00086050678457931192
leaf_weight=0.0042541449524858823 0.53602003467352943 1.5064676191299065 0.55098774843427367 0.0019385796724716844 0.0014934328646657438 0.0027515626288961972 0.5166456542126534 0.020072839986823965 19.95154594522489 0.54878128674056181 0.0078608685291939873 0.00152288212382956 0.563174965735457 0.026802562538591701 0.0048122191283008764 0.0097459413941578532 0.53774414520497815 1.5379708466555508 3.5616316233208618 0.56025591920786144 0.52536577509861393 2.5188402693220411 2.5446052132980128 2.4194253059217772 0.50091457341477486 0.59221381572569953 1.5611826210424622 0.51960460396180641 0.51603378872277961 1.5208518579704291
leaf_count=25 55 103 111 9 5 296 146 23 2547 118 24 29 161 25 102 21 180 142 51 39 36 45 45 65 13 45 37 59 15 61
internal_value=-1.35929e-07 -0.000185435 -0.00169995 -3.34227e-05 -2.32994e-05 -2.9956e-05 0.00347084 0.066491 -0.000124607 0.000197806 0.000132353 -0.00238777 -3.63279e-05 0.0555554 -0.065073 -0.0820269 0.000209844 -0.000807595 0.000397669 0.00172762 0.000753322 9.13414e-05 -0.000513221 0.000657484 0.00130254 0.0042677 -0.00131702 -7.33279e-05 0.000547783 -0.000131327
internal_weight=43.6715 22.5562 2.05746 20.4987 20.4944 20.4925 0.53947 0.0228244 19.953 21.1154 20.5793 0.613919 0.596313 0.0331377 0.0063351 0.0176068 19.9654 3.11135 16.8541 3.15525 2.595 13.6988 6.62463 7.07419 4.65476 1.09313 4.08002 2.57361 2.054 2.04622
internal_count=4633 3265 214 3051 3026 3017 465 319 2552 1368 1313 362 317 156 131 45 951 396 555 254 215 301 127 174 109 58 82 216 157 97
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=5 6 18 18 18 15 23 19 13 22 22 6 14 16 19 10 4 20 16 4 6 3 13 23 6 22 7 16 9 6
split_gain=0.000180367 0.000830635 0.000500028 0.000458117 0.000538643 0.000349697 0.00237568 0.0197553 0.012052 0.016396 0.00868053 0.000317916 0.00129344 0.0111254 0.00667734 0.00584598 0.00729944 0.00266086 0.00615329 0.00508615 0.00513739 0.00567368 0.00222561 0.00177071 0.00206164 0.00169894 0.00157576 0.00189393 0.00125405 0.00122643
threshold=23.714185006400005 16.405383309150004 13.602243858600003 13.360173059150002 13.278511569200001 41.54912092575001 0.077440000000000023 14.551174033150001 117.62810858150002 -0.051199999999999996 -0.06828999999999999 16.455384477450004 286.3521236806501 22.624947093000003 14.551174033150001 62.041548276350007 288.62150107035001 42.670715716450012 16.234962035600002 315.43554467000007 15.885371159150003 82.705037467000025 98.599201934150003 0.080960000000000018 15.945372561050002 -0.15580499999999997 26.168093931450006 11.949972055800002 205.73475031020004 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 11 -7 8 9 10 -8 12 -1 14 15 -14 -17 19 26 -18 21 22 25 24 -20 -21 27 -19 -24 -30
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 16 17 18 23 20 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=6.1811772675861399e-05 -0.0042862708224289487 -0.00090404616457986475 0.002768741384418049 -0.0032526443473867837 0.0018397476286598259 -0.00055484636166731297 0.0098172764141730151 -0.0014391193161244558 0.08514318682058479 -0.043389534171755034 0.09840867678396488 -0.00049704818184082011 -0.10033691768231004 0.067788100557389472 0.084135180505379353 0.073499265240522735 -0.0011211354456277739 -0.058473257493649435 -0.10003553181386793 0.063273249358935024 0.10019016620486175 -0.086401749135405631 0.089837853406418117 -0.10039734995262675 0.10000866660775871 -0.10001821873103203 -0.038348541782706608 0.067549679880257729 -0.015652225808246812 0.07397079091191025
leaf_weight=25.621455821121973 0.53558615229011586 2.3903948603041263 0.5287467615091187 0.5262603955944839 1.0211160722317911 2.0026320424431385 0.021288272422794186 0.5610539557710581 0.044047503470210359 0.026673425811167828 0.02302023127231223 9.7314203931566308 0.0056927362125325223 0.026720046404079767 0.0097049712703665136 0.013748365061106993 0.52396516728414966 0.001463536834860335 0.0010159168636603164 0.0010035634361070947 0.009909120766678825 0.0045220865589072892 0.0064195315638926331 0.0099835766038722795 0.0010452263886691071 0.0017451715874925305 0.0032674832872452439 0.0064397798555688723 0.0032393425190093694 0.0028882744477414235
leaf_count=1930 149 647 59 61 24 37 40 25 25 30 11 294 22 37 12 39 235 77 87 121 5 57 28 43 6 180 214 87 42 9
internal_value=1.08697e-07 -0.000564937 -0.000118707 -0.000506421 -8.27878e-05 7.321e-05 0.00117549 0.00630093 0.0440529 0.0185545 0.0558444 -8.84197e-06 0.000172117 0.00463846 0.00185428 0.00051524 0.00148725 -0.000228876 -0.0333956 0.00116176 0.0413997 0.012004 0.0410968 -0.0829758 0.00140888 -0.0404005 0.0200634 0.0442127 0.0589506 0.0265919
internal_weight=43.6665 5.0021 4.46652 3.93777 3.41151 38.6644 2.67872 0.676083 0.115029 0.0709819 0.0443085 35.9857 26.2542 0.632774 0.606054 0.596349 0.590656 0.576908 0.0232155 0.553692 0.0297271 0.019818 0.0152959 0.0120447 0.00206114 0.00274874 0.0111708 0.00790332 0.0125471 0.00612762
internal_count=4633 940 791 732 671 3693 168 131 106 81 51 3525 3231 1301 1264 1252 1230 1191 514 677 442 437 380 136 93 301 378 164 79 51
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=8 22 14 16 2 16 23 15 0 9 9 8 14 7 18 22 6 22 22 2 17 18 6 7 15 22 5 7 21 21
split_gain=0.000166724 0.000193935 0.000623405 0.00054689 0.000486779 0.00408207 0.00812783 0.0064835 0.012398 0.0115378 0.00952261 0.00686721 0.00503369 0.00252025 0.00290112 0.00215751 0.00452074 0.00175845 0.00123314 0.00113938 0.00104066 0.000805317 0.00121949 0.00117669 0.000881167 0.000737443 0.00160044 0.000944241 0.000655366 0.000645388
threshold=8.8430989333000021 -0.036264999999999999 129.42733769190002 22.654947022900004 121.36426933400001 20.629951758200004 0.098085000000000019 28.579157549250002 93.910530954700008 207.09414646890002 211.71843659965 7.8438787148500007 317.91822013045004 25.830248520250006 17.370891598500005 -0.074029999999999999 16.245379570700006 -0.16533 -0.051199999999999996 172.27786944220003 201.81829107560003 16.693547963350003 3.6650856341500009 24.040556609400003 18.871799531050005 -0.074029999999999999 22.627560662300002 22.958251375150002 10.899813468900001 10.899813468900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 28 6 7 9 15 11 -11 21 17 -12 -15 16 -9 19 25 -8 -16 23 -23 -6 -25 27 -27 -7 -4 -24
right_child=-2 3 4 -5 5 18 12 8 -10 10 13 -13 -14 14 20 -17 -18 -19 -20 -21 -22 22 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.065984540875738754 -0.0017296453308627481 0.00019680708542750143 0.0001324578754264855 0.0032765267128505408 0.0068165742972902607 -0.0045265140752373733 0.032254595295192832 -0.10007049974649807 -0.093545811150367739 -0.10036386219610033 0.083420258617422596 0.085839860486382383 0.057719449288835489 -0.06173955792425339 0.097354225949052034 0.091337978892202853 0.086862633630810648 -0.10041861211100551 -0.0051046926474528007 -0.077246235543154823 -0.0021964147288330376 -0.058105689897162915 0.019216695819168659 0.0020563141520442067 -0.10005003424647768 -0.00053002041693567779 0.0061584409795938672 -0.00027933885332966617 0.0035239065583538157 0.094288643412006823
leaf_weight=0.001426400702245866 0.54975283991909307 13.297855508786387 14.634863680364422 0.60273966913700938 0.0086520621063251001 0.54909401336946118 0.0018012888310110489 0.0024425892009825034 0.018685541006820294 0.012970752009778153 0.0042528959766059424 0.020663608340981909 0.0027037440732239132 0.0049411047223202331 0.0022622198751989231 0.0049222721136175096 0.0027505058934025328 0.017603707044408938 0.53452118416225758 0.0020112212828771181 0.001959753375821105 0.0011887224958205293 0.0023659099987202725 0.001362301947184342 0.002226581307404718 1.0128867095918384 0.55311936567159126 11.212170037909869 0.59287053218787455 0.0022194008351874572
leaf_count=13 204 1198 949 72 427 134 13 17 138 29 9 25 48 37 27 6 25 91 22 27 94 248 102 81 63 15 49 321 125 24
internal_value=8.22116e-07 2.28898e-05 -0.000123429 0.000330346 -0.000126658 -0.000552733 -0.0190746 -0.00576988 -0.0452721 0.0117156 -0.0392677 0.0464967 -0.0708517 0.0198009 -0.00972701 0.0439011 -0.00106197 -0.0870835 -0.000395082 -0.0255106 0.0511449 0.00136925 0.0321539 -0.0131518 -0.0612915 -0.000206192 0.00183237 -0.000477625 0.000264499 0.0555533
internal_weight=43.6593 43.1095 29.2089 13.9006 29.2075 13.9798 0.117986 0.0938662 0.0288009 0.0650653 0.0263867 0.0386786 0.02412 0.013416 0.00916308 0.0101154 0.0051931 0.0214162 13.8618 0.00381251 0.00422197 0.018015 0.00577403 0.0122409 0.00358888 13.3273 1.56601 11.7613 15.2277 0.00458531
internal_count=4633 4429 3159 1270 3146 2072 1531 1352 186 1166 196 970 179 167 158 48 42 131 541 40 121 945 374 571 144 519 64 455 1074 126
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=5 23 17 18 18 15 23 19 13 3 3 22 7 21 23 21 15 14 5 21 19 5 5 23 18 23 22 5 6 12
split_gain=0.000180068 0.000728464 0.000588894 0.000850964 0.000384767 0.000303049 0.00171921 0.0173418 0.0113276 0.0116697 0.000728077 0.000279531 0.00155329 0.0118944 0.00520577 0.00353645 0.00240014 0.00125472 0.00125028 0.00109661 0.000739742 0.0162223 0.00375345 0.00482509 0.00443213 0.00285834 0.0032834 0.00175685 0.00293821 0.000869475
threshold=23.714185006400005 0.11071500000000002 199.05253715360001 13.360173059150002 13.278511569200001 41.54912092575001 0.077440000000000023 14.551174033150001 117.35926276845002 93.499196860750018 90.100985783850021 -0.095854999999999996 22.557405306150006 6.9984086918000008 -0.083149999999999988 15.678076857950002 31.584168001000005 144.12207640715005 19.327153142150006 3.5267096012500008 13.151061067750001 17.352342178450005 17.756175227850004 0.10336500000000003 13.829007611650001 0.094385000000000011 -0.59496499999999986 16.546942136250003 13.185308072600002 208.33288250865004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 11 -7 8 10 -10 -8 12 13 14 19 -15 18 -13 -16 -1 21 25 -23 24 -24 27 -27 28 -14 -28
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12 17 20 15 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.019101191532519414 -0.00068441379567843528 -0.004084228841723353 0.0029715850745564679 -0.0042782595620050375 0.001635336589291699 -0.0003642600443126346 -0.0077383868533303368 -0.0016139803919107865 0.088629937513915805 0.015194493397539156 -0.045576028312842201 -0.042248690510275577 -0.024257911942992091 -0.090266192771167097 0.079000933051751807 0.058582163947414612 0.095580993446030507 -0.000144094135506021 -0.049066152411136793 -0.10006023517427248 0.00016087558359664244 0.099340043029948047 0.05795189694689571 0.085463263317720237 -0.10009170392781896 0.021880543097357364 -0.093497481052971287 -0.0001449879947575674 0.069538162697765096 -0.026658780262873317
leaf_weight=0.0012416471892127126 2.3871313508663592 0.52605314708695505 0.5323433992816885 0.53534150032238148 1.0207643183846071 2.0051170463792967 0.011126581943244562 0.56019581172586186 0.050994722791074309 0.037591503489238676 0.009366406018671114 0.0070794224811966391 0.0052618271808607684 0.0090814549222044683 0.0012544797968752066 0.0019365383617468987 0.017075835708965315 27.717335433974672 0.0019430317684577814 0.0020430175978976006 7.6473435527799865 0.019400574768496881 0.0033020767520923764 0.008202605924452655 0.0038355032061829775 0.0051598530054874922 0.0074927148723354375 0.50234219685211912 0.0091427840832807306 0.002629208556207574
leaf_count=32 679 47 70 116 28 37 36 25 34 26 10 20 637 90 31 42 21 1883 77 20 397 7 10 4 36 38 91 31 27 31
internal_value=4.88737e-07 -0.000564104 -0.000150353 -0.00057182 1.04192e-05 7.35565e-05 0.00110056 0.00548909 0.0419682 0.0574677 -0.0250322 -2.7953e-06 0.000508256 0.0216591 0.0617703 -0.0641044 0.0806918 -0.000154846 0.00117841 -0.0550156 0.000419225 0.0039051 0.0701117 0.033147 -0.0269756 -0.000418104 -0.0430409 0.000842381 0.0352756 -0.0761359
internal_weight=43.6491 5.00163 4.47558 3.94324 3.4079 38.6475 2.67439 0.669275 0.109079 0.0885862 0.020493 35.9731 8.24869 0.034576 0.023558 0.011018 0.0202733 27.7244 0.00319751 0.00328466 8.21411 0.566769 0.0347408 0.0153402 0.00713758 0.532029 0.0152818 0.516747 0.0144046 0.0101219
internal_count=4633 940 893 823 707 3693 168 131 106 60 46 3525 1622 313 181 132 129 1903 108 52 1309 912 57 50 46 855 160 695 664 122
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=15 7 20 12 18 20 16 13 19 16 8 6 17 15 13 0 21 6 2 21 22 22 20 2 8 23 2 4 23 7
split_gain=0.000173787 0.000757365 0.000205153 0.000177109 0.00895007 0.00322074 0.00506404 0.0042839 0.00370615 0.00341026 0.00160361 0.00131357 0.00110947 0.00171443 0.000896607 0.00113179 0.000860743 0.000494577 0.000407623 0.00624565 0.0195573 0.00769953 0.0185881 0.00704608 0.00594977 0.00273676 0.0013284 0.00125586 0.000960766 0.000868699
threshold=46.435439118750004 23.543468673550006 42.206017975500011 266.21985070420004 13.758874730250001 43.067541470150012 22.584947186600004 104.30679854515002 14.251149826300002 16.234962035600002 8.2435668022500028 12.255286342800002 204.73764675200002 35.929665612950011 95.636521074450016 109.03310793845002 1.8675847688500002 16.565387047600002 206.22726210890002 12.575665986150002 -0.087660000000000002 -0.084259999999999988 40.722669576350008 228.51532141640004 8.2435668022500028 0.084365000000000009 224.74008820395002 312.89209607035008 -0.55393499999999996 24.745523433100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 18 17 6 7 10 9 14 11 16 -9 -14 15 -7 -6 -5 28 20 25 -22 29 24 26 27 -24 -20 -1 -23
right_child=1 2 -4 4 5 8 -8 12 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.060565400122667326 -0.0041194588713717494 -0.00086928849853747884 0.0019613242426873914 -0.099068034782005321 0.039777469507817929 -0.076813107263273422 0.00076941017940980873 -0.10030134213353442 0.088158932687927738 -0.10008916126292185 -0.10003123911517522 0.091388971322835161 -0.1001111142631988 0.0018794319963997841 0.088589046685970577 0.046886164234007495 -0.057942294716875925 -0.045676001011226271 0.075674340965097633 0.00030529654756351291 0.098068549221961843 0.099698551681107306 -0.030023366767955174 0.075920141268313757 -0.094813348887168719 -0.097692508165652295 0.10007304207646811 -0.048033499683344916 -1.3501410931793539e-05 0.060833653630732933
leaf_weight=0.0026182063492460319 0.52683504754796828 0.5119394427151176 0.51224267208739604 0.0093399240162076458 0.0020777565433959663 0.0011008554901721368 0.516864299009967 0.0088583077395014698 0.0087710397583578015 0.0025972880358295924 0.0010176271881530141 0.002498466984079073 0.0031165426741637256 0.0034981215712832636 0.0021872658672918988 0.0022543427183004949 0.0015920540040674364 0.0021307164887702798 0.0014290717077106172 2.0462342834561285 0.022714887854818067 0.016329816362487815 0.0012381208640368504 0.0042711656190288485 0.014533178330225383 0.011808413985356037 0.0021439956035465002 0.0019274572417185554 39.389727743112097 0.0088777858868001047
leaf_count=50 129 34 44 77 119 118 65 30 21 81 14 13 25 26 19 99 160 36 20 97 6 15 56 33 61 64 1 54 3017 49
internal_value=1.1121e-06 -0.00103843 0.000546437 3.94177e-05 -0.0017146 8.78508e-05 -0.00125909 -0.0475305 0.0430607 -0.00553521 0.0162733 0.0354609 -0.077162 -0.0461741 0.0387743 0.00629988 -0.00261577 -0.0891503 6.34066e-05 0.00141033 0.0279268 0.0501998 0.0272574 -0.0394965 -0.0670129 -0.0750436 0.0524475 0.0046362 -9.47504e-06 0.0860108
internal_weight=43.6428 1.55102 1.02418 42.0918 0.567905 0.556434 0.539523 0.0226589 0.0169108 0.00813975 0.0071859 0.00616828 0.015473 0.00661466 0.00554246 0.0033552 0.00366981 0.0114706 41.5239 2.13151 0.0852739 0.070109 0.0473941 0.0221865 0.0179153 0.0151649 0.00338212 0.00335653 39.3923 0.0252076
internal_count=4633 207 78 4426 903 790 452 387 338 317 306 292 81 51 236 217 279 113 3523 456 359 221 215 151 118 138 57 74 3067 64
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=9 17 5 23 23 17 21 6 20 20 21 13 0 17 5 19 15 6 6 9 10 22 16 7 18 8 16 23 22 21
split_gain=0.000157325 0.000239672 0.000237947 0.00156866 0.0012753 0.00342957 0.0027862 0.000905822 0.016812 0.0126151 0.0105292 0.00964486 0.012003 0.00708596 0.00257772 0.00127951 0.00353154 0.000898631 0.00346618 0.0191583 0.0134087 0.01335 0.0151182 0.00828547 0.000984198 0.000881836 0.00037608 0.000594418 0.000322935 0.00460452
threshold=217.47560379410001 199.89028782265004 20.743195000100005 -0.27118499999999995 -0.249005 194.75204781875001 0.63092463060000015 16.355382140900002 41.542492784600007 36.377496227400009 5.0655779142000013 113.98793627290001 87.261973998100004 186.34046889365004 22.627560662300002 14.151141757350002 36.136500007950012 14.815346158200002 16.415383542800004 194.82237869650001 66.859265246100009 -0.079369999999999996 19.154955207400004 24.899526511700007 13.304953393500002 8.0437227585500022 22.614947116400003 0.085910000000000028 -0.057599999999999998 0.37234627945000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 25 5 6 -5 8 9 13 11 15 -13 -4 -14 16 -11 28 19 -19 -21 23 -23 -22 -20 -1 27 -10 29 -6
right_child=1 -3 7 4 17 -7 -8 -9 26 10 -12 12 14 -15 -16 -17 -18 18 24 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0043206346818001696 -0.0027323144400687484 -0.00023004973907700131 -0.051071398816183833 0.071101935240766453 -0.059600391519549649 0.080880176446709612 -0.087014605889394719 2.4721243813961072e-06 -0.0012949009434315413 0.061190420252594684 -0.098853707423445389 -0.06778970449559292 0.10002959463320693 0.088453513019894361 0.012534866548688996 -0.10052302458410133 -0.10010276241363347 -0.00073105439815616133 0.001122453742597281 0.081911244960106711 -0.082335169943826184 0.082369821118059725 -0.011193189843602881 0.025071879058038385 -0.0037186020488806475 -0.10008383994583823 -0.0021037258749581986 0.003484377295574383 0.0002768901352278785 -0.00054750423126454688
leaf_weight=0.0015921859087687498 0.51057976800386429 1.5292948719157946 0.0056662662903985131 0.0017409923330209687 0.013241678591088824 0.0065575901680066384 0.0030967055676516808 20.8851536530373 0.50499814951347921 0.0020799633838718959 0.036399355980847758 0.010712285307818092 0.010019372264650883 0.010178518965176409 0.0050716561163426386 0.012192710360977799 0.0039080145081697992 0.53496751833881662 2.031044738090714 0.050114946396206506 0.017329398752736203 0.040234009342384192 0.030257616570452228 0.012265490286608838 0.52942220902885129 0.0024279185017803684 0.53010343745336297 0.53692481239394141 11.138249907004635 4.627057618343704
leaf_count=81 124 255 40 21 204 28 29 1205 182 20 38 11 36 16 24 7 36 62 46 38 32 29 25 19 64 9 49 75 686 1142
internal_value=1.06902e-06 -0.000856366 4.31208e-05 0.00030344 0.000316631 0.0337603 -0.0301116 -0.000176641 -0.00241899 -0.0429939 -0.059069 -0.0261448 0.013162 0.0385579 0.0706252 -0.0819318 -0.0440765 0.000296599 0.00181198 0.00812935 0.0396871 0.0185448 0.0422091 -0.0378207 0.000121479 -0.0621563 6.4715e-05 0.00116796 -1.51136e-05 -0.000716019
internal_weight=43.6329 2.03987 41.593 19.0396 19.0356 0.0113953 0.0048377 22.5534 1.66825 0.0962281 0.0803834 0.043984 0.0258033 0.0158448 0.015091 0.0181807 0.00598798 19.0242 3.24564 0.685169 0.150201 0.100087 0.0704916 0.0295949 2.56047 0.0040201 1.57203 1.04192 15.7785 4.6403
internal_count=4633 379 4254 2515 2425 78 50 1739 534 228 172 134 71 56 60 63 56 2347 315 205 143 105 54 51 110 90 306 257 2032 1346
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=20 2 7 0 10 22 5 20 8 3 13 15 21 21 23 9 8 9 9 21 6 6 2 18 2 7 8 9 18 20
split_gain=0.000146396 0.00784642 0.0066509 0.00885444 0.00389522 0.00467748 0.00573465 0.00490199 0.0037871 0.0013191 0.00127715 0.000792862 0.000567315 0.00915818 0.00854154 0.00373464 0.00742513 0.00636721 0.00442336 0.00508483 0.00383283 0.00174169 0.00103663 0.000942206 0.00039088 0.000374989 0.00121242 0.000619935 0.000662426 0.0204929
threshold=38.474425342400004 60.643165405350004 23.781511574300001 92.168410086200012 61.821094709650005 -0.043559999999999995 31.373072367600006 42.498713093000006 8.8430989333000021 103.28787291370001 117.82167756690002 30.632308446700005 2.0976681454000006 1.9425901130500003 0.085235000000000019 194.03220695150003 7.943800736700001 202.70031010240004 201.16241229375001 0.98843639725000021 12.145283772600001 16.425383776450001 206.22726210890002 13.471502260950002 62.357017394150006 22.773029501100002 8.4434108459500017 188.55070358395002 12.947178517500001 42.243697547450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 10 -9 -7 -8 13 15 21 16 20 18 19 -17 22 -15 -6 -18 -14 26 27 28 -26 -30
right_child=1 4 -4 -5 12 8 11 9 -10 -11 -12 -13 24 14 -16 17 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00047841059434265102 -0.066883727899911191 -0.097826573554302299 -0.10128163276071099 0.073334873670204914 -0.10003485804305755 -0.022430633205078633 -0.0070333687616900278 0.093366368709372344 -0.060151201077288496 -0.040173269442236648 0.098309024542837686 0.10002680021772997 0.002791917332976132 -0.020481204219789828 -0.1008559560418527 -0.032995230031260578 -0.10023077169467097 -0.0016186673447057998 0.10006693552460688 0.064637695238315793 0.088894812863042696 0.10000172345631338 0.021873769215095821 -0.049285496631908926 -9.0600166411405882e-06 -9.2270054200911848e-05 0.00525138305155258 -0.0029669709497938132 0.078887825467571782 -0.0010193839700849859
leaf_weight=5.598349310118599 0.011111537404308147 0.017416034159964511 0.013963725053175224 0.0075727098083007141 0.0018317739974582636 0.0010786581337512979 0.0010082066458352293 0.0018250522721032772 0.0031976117352314759 0.0012438372625116489 0.0046647250055684708 0.0022037420530978125 0.51346163052949023 0.0020791587515986967 0.016760020309448009 0.0099701189355627662 0.0094647944906682824 0.53203965179788015 0.009896078894326088 0.011472661675568929 0.0052132256856793902 0.0028369987558107823 0.0011264581669183649 0.0058890269356197686 2.0223174499519749 33.176136933791362 0.56117206988054835 0.51536965738890206 0.034193414508464914 0.52287393761636292
leaf_count=1009 37 52 31 13 51 127 60 23 27 74 7 6 9 11 14 38 36 180 11 37 75 56 67 18 119 2016 98 14 61 256
internal_value=9.8528e-07 -6.93155e-05 -0.0490722 -0.0100532 -2.71997e-05 -0.0345589 -0.0578127 -0.077292 0.0270719 0.039242 0.075633 0.0664214 2.49518e-06 -0.00302611 -0.066858 -0.000668602 -0.0397054 0.000961476 0.0447646 0.0192419 0.0373039 0.0490467 -0.0536136 -0.0806905 5.18492e-05 1.36509e-05 0.000974843 0.000199378 0.000832025 0.00388541
internal_weight=43.6177 38.0194 0.032648 0.0186842 37.9867 0.0326379 0.0236969 0.0204849 0.00894099 0.00306889 0.00574338 0.00321195 37.9541 0.60858 0.0216762 0.586904 0.0235253 0.563379 0.0313389 0.0214428 0.00817146 0.00491616 0.00295823 0.0153538 37.3455 36.8321 3.65593 3.09475 2.57938 0.557067
internal_count=4633 3624 81 50 3543 376 215 149 161 97 134 66 3167 594 81 513 247 266 86 75 193 67 118 54 2573 2564 548 450 436 317
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=15 7 20 14 18 19 15 22 8 16 20 17 13 6 7 2 6 13 20 7 20 17 23 10 13 16 23 4 22 9
split_gain=0.000142311 0.000610662 0.000167277 0.000150178 0.00804302 0.00279498 0.00469204 0.00406228 0.00549094 0.00142356 0.00138178 0.000999659 0.000626647 0.000411255 0.000644523 0.00032701 0.000814134 0.0067313 0.0200441 0.00665927 0.00319489 0.00241759 0.000686851 0.000434842 0.000385266 0.000995661 0.000277308 0.000233225 0.000374522 0.000241452
threshold=46.435439118750004 23.543468673550006 42.206017975500011 329.73756363125005 13.758874730250001 14.351157895250003 42.076928760450009 -0.083004999999999982 8.2435668022500028 14.854965262600002 45.044778924400006 185.06340398685003 101.03763345850001 15.945372561050002 25.412871131150002 206.22726210890002 16.465384711100004 117.46680109370001 42.783136484500005 25.121320584100001 41.289992964000007 205.45998821870003 -0.55393499999999996 61.966271448700006 116.87802876315001 15.839962959300001 0.42293500000000012 286.93691744620008 -0.124155 217.47560379410001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 15 11 7 -7 -6 9 10 -9 -5 -11 14 -10 22 17 18 19 -17 21 -21 -1 -18 25 -20 -25 29 -29 -24
right_child=1 2 -4 4 5 6 -8 8 13 12 -12 -13 -14 -15 -16 16 23 -19 24 20 -22 -23 27 26 -26 -27 -28 28 -30 -31
leaf_value=0.053867445860413546 -0.0037022016697575572 -0.00079303254728583367 0.0017640331279544304 -0.013121071980233346 0.00047583165998812727 -0.02072380589211166 0.079456865745380717 -0.10001733304677858 -0.096571215877595692 0.08574436722081194 0.027232223924756889 -0.10020702959143563 0.01422793024224266 -0.10028001934486297 -0.022116420957413781 0.096106897647153203 0.0024449556148454319 0.0012043234034623798 0.0081887277517793695 -0.034322576620352784 -0.094661767103667915 0.090554951868276334 8.8360126415098104e-05 -0.002719202420888201 -0.10047589966482598 -0.10015458693979758 0.00056519198715743646 0.00046146475474622361 -0.0033389681979677992 -0.0010358593871177219
leaf_weight=0.002366252626585629 0.52793705271652314 0.51177923465922937 0.51154427804846136 0.001540823716401186 0.51707758310644103 0.00803796174341187 0.011174650337579806 0.0015760436013493306 0.0025686213775770747 0.0026536394917116013 0.0018609837843708288 0.0091198239030950701 0.0022761206536188183 0.0078611914468638133 0.0021241230897937058 0.029384437227752414 0.513856081951657 0.5282702301046811 0.0013542452152162099 0.0027422541301689307 0.002644703715191099 0.0035666311470534673 36.310004594338274 0.52702579483099021 0.0063995142409112304 0.0022700220233495827 0.50186936557292938 0.50500909891937906 0.53296398689130375 2.0165120216012005
leaf_count=50 129 34 44 88 541 36 32 118 18 19 53 37 28 12 26 44 48 41 39 32 44 24 2601 54 4 20 2 82 188 145
internal_value=7.29124e-07 -0.000939885 0.000485207 3.54258e-05 -0.00157977 6.63667e-05 0.0375444 -0.00127202 -0.044472 0.0182825 -0.0311179 -0.0876202 0.0527245 -0.0862959 -0.06287 5.75349e-05 0.00126755 0.00447339 0.0401823 0.073101 -0.00240099 0.036275 -7.60813e-06 6.93035e-05 -0.0857222 -0.059671 -0.00111716 -1.08466e-05 -0.00148993 2.92104e-05
internal_weight=43.6054 1.55126 1.02332 42.0541 0.567872 0.557211 0.0192126 0.537998 0.0209207 0.00836679 0.00343703 0.0106606 0.00492976 0.0125539 0.00469274 41.4862 2.11938 0.576632 0.0483618 0.038338 0.00895359 0.00630889 39.3669 1.54275 0.0100238 0.00362427 1.0289 39.3645 1.03797 38.3265
internal_count=4633 207 78 4426 1008 883 68 815 274 218 171 125 47 56 44 3418 352 248 207 144 100 56 3066 104 63 59 56 3016 270 2746
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=8 22 16 12 12 20 13 22 0 17 22 23 0 13 2 22 13 13 0 18 22 3 20 3 13 21 23 10 20 2
split_gain=0.000127464 0.000171631 0.000403576 0.00372988 0.00674988 0.00037963 0.0019972 0.00144353 0.000525418 0.000505779 0.000409744 0.000388797 0.000653931 0.000933858 0.000368515 0.00129072 0.00219766 0.00977126 0.0107537 0.00402683 0.00368742 0.00337316 0.0031165 0.00345677 0.00217665 0.00197169 0.00194413 0.00124539 0.00106897 0.000898291
threshold=8.8430989333000021 -0.036264999999999999 22.654947022900004 87.111491403900018 86.655272465950006 41.489621506400006 117.46680109370001 1.0000000180025095e-35 86.474255765850003 204.45912381470004 0.0041150000000000015 0.11458500000000002 96.324766355850002 117.66037007905001 121.36426933400001 -0.057599999999999998 108.49810477050001 104.19926021995002 97.789976036950009 17.327266398450003 -0.087660000000000002 82.081315180750025 40.722669576350008 78.965392207550011 95.811270852950017 0.26805182810000011 -0.51222499999999993 80.677940036650014 33.96174662340001 263.5517324101001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 7 -7 -5 10 11 -9 12 13 -10 -1 16 17 18 21 20 22 -16 -20 27 29 -19 -18 -24 -28 -21
right_child=-2 2 -4 5 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 26 25 19 24 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00022269214653979687 -0.0015133969627105614 -0.016897329404404356 0.0028502712597282269 0.0055086416798983944 0.10005803269438318 0.00012146185727288715 -0.006276513591256575 0.00025978498568631495 -0.0058717010500997438 0.0028238717551745994 0.0042641990436784244 0.0013374338217562608 -0.00016670464600604265 0.00010726604455358783 0.094609926194202165 -0.0051872315592612151 0.089105727291001399 0.021031480663245419 -0.087394734394125304 -0.10001518359000737 -0.093734843670485152 -0.023241713974240255 -0.080401815180976333 0.078284749467959047 0.063015563174373609 -0.091538954266382908 -0.10007151184884598 0.014605210421468777 -0.00020903725503705462 0.018818754170114756
leaf_weight=15.209743076357187 0.54899009886176386 0.0095387785967105954 0.59816881944971179 0.55298696769847122 0.010223530931398273 5.053204931573446 0.5400516572029942 0.50086746200349697 0.54662422929959553 0.52396580359841838 0.52165942056655012 1.0216690896951108 3.5098857078740586 0.50035407394170761 0.012927757758516512 0.56120617364999859 0.0024371388849723221 0.0017181146668789884 0.0042524729744664045 0.0014114967331786757 0.01028651046793172 0.0029904515901987274 0.0031253274155282895 0.0046389958117885044 0.0061944658913262174 0.016483162083318348 0.0010719993939208852 0.0024702650023389339 13.318444909645967 0.0011579801977265811
leaf_count=1087 204 38 72 92 6 530 69 4 111 85 40 23 198 2 16 74 24 30 129 197 60 192 76 46 56 131 26 108 699 208
internal_value=7.2312e-07 2.00319e-05 0.000309348 0.000194992 0.0436066 0.000130348 -0.000496289 0.000586839 0.000204848 -0.000146666 0.0023027 -0.000425675 -0.000820972 -0.00301433 -0.00011777 -0.000488955 -0.000292033 -0.0182693 0.0047855 -0.0273401 -0.0479498 0.0724699 -0.0154403 0.0144568 0.0309185 -0.0809128 -0.000200734 -0.0384594 -0.000217075 -0.0464606
internal_weight=43.5988 43.0498 13.8892 13.291 0.0197623 13.2713 5.59326 7.67801 7.12503 6.1025 1.02253 5.57853 4.55686 1.04698 29.1606 13.9508 13.3896 0.067657 0.0494557 0.0335375 0.0247736 0.0159182 0.0144871 0.0102346 0.00876394 0.0182013 13.322 0.00559559 13.3195 0.00256948
internal_count=4633 4429 1270 1198 44 1154 599 555 463 419 44 334 311 113 3159 2072 1998 1249 1088 880 419 208 359 230 461 161 749 184 725 405
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=15 21 16 22 16 23 18 23 15 19 18 20 22 20 23 7 22 22 17 12 2 13 0 5 23 10 22 21 5 22
split_gain=0.000151132 0.000624313 0.000176214 0.000887634 0.000594721 0.0018136 0.000703361 0.0145807 0.00922203 0.0054081 0.00390739 0.00132928 0.00474594 0.00360267 0.00217004 0.00171881 0.00273914 0.00105547 0.000820809 0.000699748 0.00060159 0.000500768 0.000473905 0.00111545 0.0019034 0.000433684 0.000390961 0.000793534 0.000342552 0.000278622
threshold=46.435439118750004 15.294585115650001 22.624947093000003 -0.096559999999999993 22.614947116400003 0.12672500000000003 13.304953393500002 0.091705000000000023 36.548474543700003 14.351157895250003 13.087929333200002 34.515670600900002 0.23643500000000003 32.724174661450007 -0.27651499999999996 23.960918281000001 0.11061500000000003 -0.11534 162.04221493815001 151.57463967635002 45.979371440700014 117.48293184245001 86.208098410950015 21.438877744300004 0.082535000000000011 61.987779113750001 -0.051199999999999996 2.3223121640500004 22.825270530250005 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 7 21 9 10 -9 12 13 19 -13 -15 17 -17 -16 -8 -20 -1 26 -24 -25 -22 28 -28 -5 -27
right_child=1 -3 3 22 5 -7 11 8 -10 -11 -12 14 -14 15 18 16 -18 -19 20 -21 25 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=-0.0011830830936731323 -0.0037097638395172969 0.00049996997800925015 -0.003577417670432648 -0.00024213172158281867 -0.0066548311155564688 5.723738492068269e-05 -0.10008705489815797 0.017041585050718854 0.07257021679055109 0.05890150883469724 -0.098580696310808791 -0.083015746885384253 -0.10010621790755828 0.099052292451401805 -0.085178419743524511 0.029819688521717177 0.079076478029609154 -0.10005442932401641 0.055291656046590469 0.0052292999116241986 -0.0029679053340491398 0.0025856535155700314 0.00043182449850199753 -0.00026720205245835084 0.0081634245071532593 0.00051071840433939938 0.00097818211720168691 -0.0043981427630651552 0.0013048924514115854 -0.00023863510018255668
leaf_weight=1.0262885357455105 0.54105420786680625 1.009720906991731 0.54424759020844149 3.5552799499992025 0.54879579280310431 1.5106988635961898 0.0016893198030770934 0.0049828009147317998 0.046132429968565702 0.0071695530132274135 0.0070699561492801877 0.0031570714813601288 0.0025896398970536713 0.0073285577941000213 0.0011340276215453518 0.0010138144117610715 0.0042751855529843397 0.0016347570372632347 0.0019605468987781141 0.0010069266430255321 0.51855670830196388 0.53707569384065879 3.0365028617034113 0.50757980397611369 0.56689367617218522 6.662134009140309 0.55678036327299085 0.54156251015862722 2.3958352537351857 19.441403474466984
leaf_count=582 187 20 90 83 64 8 23 39 38 10 9 46 55 25 181 27 7 28 5 93 33 132 43 35 38 1248 23 62 41 1358
internal_value=7.00959e-07 -0.000968776 3.64624e-05 0.000366061 -9.07077e-05 -0.00173133 2.87855e-05 0.00204615 0.0483223 -0.00987128 -0.0507806 -9.45156e-05 0.0259794 0.0452446 -0.000113647 0.0652977 0.0295697 -0.0503415 -0.000103817 -0.0607561 -0.000100193 0.000111623 0.000558368 0.00141169 0.00418081 -0.000104273 6.07458e-05 -0.00167274 0.000380678 -4.73854e-05
internal_weight=43.5916 1.55078 42.0408 11.7047 30.3361 2.05949 28.2766 1.62872 0.0653547 0.0192223 0.0120528 26.6479 0.0195382 0.0169486 26.6283 0.0142523 0.00692376 0.00264857 26.6252 0.00269625 26.6241 1.56336 11.1604 4.11098 1.07447 26.6221 7.04946 1.09834 5.95112 26.1035
internal_count=4633 207 4426 415 4011 72 3939 810 96 58 48 3129 258 203 2871 87 62 55 2825 116 2644 714 325 116 73 2639 209 85 124 2606
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=5 23 6 13 10 0 22 16 21 10 22 8 6 17 6 20 21 3 0 22 9 15 22 6 6 15 7 19 19 21
split_gain=0.000160167 0.00151883 0.000998983 0.00933883 0.0122426 0.0107448 0.0100779 0.0116984 0.00921777 0.00104946 0.000959797 0.000872213 0.000812422 0.000702741 0.000658402 0.0156586 0.0112719 0.00819151 0.00869551 0.00600237 0.00199697 0.0015515 0.000575184 0.005669 0.00239424 0.00140462 0.0011852 0.00104779 0.00075293 0.00156542
threshold=20.743195000100005 -0.27118499999999995 14.815346158200002 113.62230596715001 66.859265246100009 92.168410086200012 -0.079369999999999996 19.079955382750004 8.7680435256500022 64.630533455950015 0.09450500000000002 8.0437227585500022 16.505385645700006 162.04221493815001 16.355382140900002 41.529896397300007 5.0655779142000013 88.974521827200007 87.261973998100004 -0.08158 198.73585755510001 41.831907381600011 -0.14510999999999999 13.825323026450002 13.665319288000001 23.949961253350004 23.032419884600003 10.250827068050002 10.550851274900003 2.7200266080500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 13 4 -4 10 8 -8 -7 12 -6 -1 -5 -3 15 16 17 -2 21 -20 -18 -19 23 24 25 27 -27 -15 -29 -30
right_child=14 2 3 9 5 6 7 -9 -10 -11 -12 -13 -14 22 -16 -17 20 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0023763224165832871 -0.089262080949536471 -0.082360855815129738 0.081686466999706844 0.0049073068828424989 -0.044543911474806998 0.023103793412921916 0.080506997449494647 -0.00080325877370897823 -0.085323231979799602 -0.0033880714754138865 -0.10011554198915795 -0.10006658095033404 0.00056673923298452362 -0.070898497084544251 -3.1651041453686396e-05 0.00018698070609559649 -0.055286704582982377 -0.10043148094932275 -0.0079864434549400658 0.086629667220318007 -0.10091410943363377 -0.023576740572938716 -5.7885234435030551e-05 -0.10006078896404134 0.07498896210482757 0.027243071601361826 -0.1000297906944929 0.074303315800814992 0.058591607482141407 -0.037935763532083402
leaf_weight=0.0014848222351159226 0.010346481662622697 0.001038035216196386 0.031518467469140332 0.54805880117783168 0.0055407794461643789 0.017763300216984468 0.038314063524012121 0.032878271207664511 0.014036064414540306 0.53179911400366098 0.007078341431039803 0.0023771225849031907 2.0225105398440064 0.0013836652570722594 20.882855911401087 1.5789881737007929 0.016078983649848055 0.0057755773681221201 0.012820229590488452 0.014056245125175337 0.023776686031624195 0.004817817869479768 17.759528975913728 0.0059744746903334081 0.0045502687789848997 0.0010326372862354835 0.0025104951889201033 0.0021422792991083739 0.0031001642007204289 0.0036677433747042132
leaf_count=83 59 180 28 54 20 34 34 27 28 41 28 13 56 165 1261 339 30 36 31 48 22 9 1393 34 8 43 88 62 86 293
internal_value=8.53253e-07 0.000199311 0.000210824 0.00182307 0.0264401 0.0113785 0.0220497 0.042956 -0.0247553 0.000655614 -0.0757153 -0.0625071 0.00149217 -8.37511e-05 -0.000184304 -0.00209701 -0.0432321 -0.0104961 0.0112534 0.0414973 -0.0825066 -0.0654784 -7.89486e-05 -0.015434 0.0120633 -0.00862966 -0.0629364 0.0100627 0.0226351 0.00628037
internal_weight=43.5878 21.0383 21.0344 3.2495 0.147129 0.115611 0.102992 0.0711923 0.0317994 3.10237 0.0126191 0.00386194 2.57057 17.7849 22.5495 1.66666 0.087672 0.0478164 0.0374699 0.0268765 0.0398557 0.0105934 17.7839 0.0243617 0.0183873 0.013837 0.00354313 0.0102939 0.00891019 0.00676791
internal_count=4633 2798 2702 350 199 171 123 61 62 151 48 96 110 2352 1835 574 235 183 124 79 52 45 2172 779 745 737 131 606 441 379
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=9 17 17 0 16 21 17 21 19 23 6 21 23 5 20 15 9 9 9 9 9 9 9 9 5 22 13 2 9 23
split_gain=0.000131096 0.000521493 0.000850237 0.00145521 0.000799763 0.000555626 0.000516416 0.00244475 0.00797359 0.00783245 0.00230408 0.000445645 0.00043393 0.000420055 0.000409923 0.000356566 0.00292942 0.00302002 0.000536929 0.00102552 0.000606525 0.00048063 0.000336409 0.000912417 0.00124582 0.000572336 0.000441441 0.000316282 0.000814993 0.000603766
threshold=204.68881850780005 196.39284362915004 200.85989963400002 88.350799540950007 22.544947280100004 3.4465547941500003 197.78839148195001 1.1709819147500002 13.751109481500002 -0.089139999999999997 15.945372561050002 10.681001598350003 0.080375000000000016 16.411347766100004 43.276780833950006 29.712811603950005 221.38017838285003 219.19610828025003 213.03443802080002 214.94003843055003 208.34925031750001 210.25104900155003 199.17419511990002 198.14098854835004 22.627560662300002 0.0041150000000000015 104.19926021995002 171.06275453495002 200.95377551580003 0.093185000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 15 -2 22 8 9 -8 -9 12 -7 -11 -14 16 17 18 20 -20 -4 -22 23 -1 -25 26 -24 29 -29 -28
right_child=1 2 4 -5 -6 11 7 10 -10 13 -12 -13 14 -15 -16 -17 -18 -19 19 -21 21 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=3.5158097515584799e-06 -0.003500673262797046 0.00064985618070480754 -0.029706354248399233 0.0069952183983015134 0.0039032929028285646 -0.0015712280523921826 0.081547245587909836 -0.0004532874527021617 0.048645599310278669 -0.040772421237062768 -0.0071613567912773169 -0.0029052255560712611 0.00030234683900824704 -0.10022332798896277 0.0033871448380895391 0.00013237352520347614 -0.00075812184428938716 0.025012602349006919 0.022784395024968533 -0.052688165386673216 -0.10007304118111532 -0.05699566876404312 0.0031696587618413293 -0.0064808480779175465 0.0004569629511940313 0.0038127010209868251 -3.0293888590550831e-05 0.0014133074515454329 -0.0041674648657142902 0.0026413626356063271
leaf_weight=18.367820435684347 0.54268915384600536 1.0227624174179366 0.0048569468273541574 0.5589375212463662 0.53338004853247856 1.0023026206661709 0.0036104729738100647 4.0537022432514185 0.032365381302952301 0.0013928579717197862 0.5860674214539684 0.50894886633664604 2.5333998727256328 0.0080992701637114806 0.51902736770068703 4.0403114376553191 0.50198579975721924 0.0071554538870111086 0.0026806342823419982 0.0054826880149465573 0.003956900908072214 0.0074981750113920498 0.52879042474685967 0.52301938723843366 0.51240174915406556 0.52396306067623921 4.551756591706976 0.51404812566974534 0.5330020389040584 1.0389505834168629
leaf_count=2250 214 46 32 150 92 23 28 493 37 116 126 71 112 16 41 136 125 27 21 44 23 40 59 25 29 49 117 14 37 40
internal_value=5.82037e-07 0.000285285 0.000866242 0.00289217 0.000238826 -0.000475729 -0.000105091 -0.00107448 0.0220008 -0.0438159 -0.00130061 -0.000116018 0.000234082 -0.0914996 0.000826878 -0.000188499 -0.002618 -0.0321346 -0.0488418 -0.0279048 -0.0593197 -0.0718758 6.25426e-05 -0.000159297 -0.00304751 0.000622247 0.000388985 0.000167466 -0.00142759 0.000466194
internal_weight=43.5744 11.7954 6.68901 1.5817 5.10731 5.10637 31.779 4.68524 0.045468 0.0131026 4.63977 4.56368 4.05473 0.00949213 3.05243 4.57393 0.533617 0.0316308 0.0244753 0.00816332 0.016312 0.0114551 27.0938 19.4032 1.03542 7.69051 7.16655 6.63776 1.04705 5.59071
internal_count=4633 1197 736 196 540 461 3436 816 197 160 619 247 176 132 153 448 312 187 160 65 95 63 2620 2304 54 316 267 208 51 157
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=15 7 19 22 2 18 4 19 22 4 18 3 5 20 22 18 15 7 17 5 2 19 16 16 3 6 20 5 16 22
split_gain=0.000161603 0.000613588 0.000238618 0.000167159 0.000164063 0.00497865 0.00267106 0.00312543 0.00594035 0.00281411 0.00561282 0.00207896 0.00187487 0.00180389 0.000998201 0.000939454 0.00065993 0.000476829 0.000475008 0.000899717 0.00022782 0.000635209 0.0131857 0.00643503 0.0028167 0.00214832 0.00107525 0.000853131 0.0007519 0.000183708
threshold=46.435439118750004 23.543468673550006 14.651182102100002 -0.082484999999999989 236.24065663045005 13.758874730250001 338.43307385465005 14.351157895250003 -0.071969999999999992 371.16724128940001 14.693728290050002 87.963661570150023 30.133297129900004 44.749265482150008 -0.077085000000000001 16.622853636350005 28.298162031900002 24.227986230350002 199.45200027940004 20.743195000100005 206.22726210890002 14.351157895250003 22.604947139800004 18.764956119400004 82.441568570200005 13.005303866850001 40.574766824850009 12.901187908600003 13.534968349350001 -0.091639999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 20 12 -7 9 -9 -8 18 13 -6 14 15 -12 -17 -15 19 -11 29 22 23 24 25 27 -23 28 -22 -1
right_child=1 3 -4 -5 5 6 7 8 -10 10 11 -13 -14 17 -16 16 -18 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00032984851084896577 -0.0037728223686075524 0.0017045571709406928 0.0021287964813457524 -0.00085242649295453146 -0.093394181400832776 -0.050563382953059045 0.00083302406173613132 -0.038638403763322199 0.099276508271459354 -0.10008127719486846 -0.085963885395092199 0.097230355016187972 0.028061712287915559 0.081484487830640148 -0.10001578922647691 -0.025641623502992334 0.078567172185706413 0.010170462225666702 -0.099208334516684177 0.015209426361998563 -0.045303974472389111 0.0019224805826621014 -0.00011664050474210982 0.091011142904873152 -0.088439482619329615 0.075928112983341067 -0.0036134616568583955 -0.083644834258177217 0.07149791989967566 -0.00015601664116138202
leaf_weight=10.770810448828909 0.52737319555659112 0.51152565991361598 0.53860891620092743 0.51114209324207116 0.0078903488492573226 0.010439940365642997 0.50817536299661503 0.0049595716262160758 0.0084344130177669285 0.0015982598497288796 0.0011731380930371281 0.002333456071198726 0.0015149960509028846 0.0018597194450142851 0.0020318238753348023 0.0013041624483591113 0.0011379493528415434 0.0018908942899518166 0.0081016906073969608 0.0011741668253222315 0.0011040286022189205 1.0184228195357716 0.51231355526255129 0.024730603207402169 0.0027623964098153495 0.0043898335425183177 0.53524971727347281 0.0015593134682774235 0.0011005290943728596 28.045347036112702
leaf_count=1465 129 36 70 42 74 24 58 24 32 18 32 14 67 59 117 207 12 175 23 29 61 23 26 26 97 27 65 24 34 1543
internal_value=5.23575e-07 -0.00100221 3.75123e-05 0.000426545 1.03586e-05 -0.00168353 -0.00046004 0.000501188 0.0482089 -0.000702692 -0.0352262 0.0127485 -0.0738303 -0.00822839 -0.0439338 -0.0124149 0.0229165 0.0455311 -0.086982 -0.0512538 3.37076e-05 0.00104778 0.0039752 0.062783 -0.00116827 0.0283984 1.53145e-05 -0.027036 0.0130043 -2.11975e-05
internal_weight=43.5705 1.55004 42.0204 1.02267 41.4818 0.56402 0.554615 0.544175 0.013394 0.530781 0.0226053 0.0117311 0.00940534 0.00939769 0.00564707 0.00361525 0.00244211 0.00375061 0.0108741 0.00277243 40.9178 2.10163 0.54796 0.0356467 0.0109161 0.0081537 1.55367 0.00376387 0.00220456 38.8162
internal_count=4633 207 4426 78 4356 965 824 800 56 744 686 616 141 602 368 251 219 234 70 47 3391 383 295 269 243 146 88 119 95 3008
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=23 23 6 0 22 7 13 7 2 13 16 20 20 23 15 14 20 14 12 20 0 21 5 5 0 15 23 2 22 6
split_gain=0.000146722 0.000579446 0.00164976 0.000458804 0.000770102 0.00315694 0.000561666 0.000604747 0.000802779 0.00129414 0.000261664 0.000220088 0.000192603 0.00867647 0.00836845 0.00415301 0.00148268 0.00105989 0.00141839 0.000341685 0.000653687 0.000344251 0.000367701 0.00048373 0.000889381 0.000417138 0.00126218 0.000405941 0.00768155 0.00804014
threshold=0.10249000000000003 0.098950000000000024 14.905348261050003 86.345209775600011 -0.086139999999999994 22.791048179400004 108.49810477050001 22.995234593000003 171.06275453495002 117.56358558635002 22.544947280100004 41.32819714970001 43.477771593600004 0.08326500000000002 27.220712026400005 217.29343847750002 47.74983977685001 129.42733769190002 66.834523482800009 42.123054668150012 86.345209775600011 15.833449912500003 24.367802910700004 22.958759589950002 86.692020874450009 39.864684991950007 -0.24748499999999998 183.27506507165003 -0.0057149999999999996 16.435384010100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 11 -6 -5 -8 9 -9 -10 -2 17 -14 16 -16 -15 -1 -19 21 -21 22 23 25 -25 27 -27 -20 29 -29
right_child=3 2 -4 6 5 -7 7 8 10 -11 -12 -13 13 14 15 -17 -18 18 19 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.05688455008503597 -0.00093450851793150922 -0.0017231018839439967 0.0061424272811605451 -0.0027678937742969013 -0.00035630228762467084 -0.0089055965587578403 -0.0025811534436502546 0.0066650915513819468 -0.00073644047020233984 -0.0003127070168858089 0.0010014440448971238 0.00096652080020347966 -0.00014058485788876829 -0.094736732339014945 0.0098303746192893258 0.083940135424575027 0.018435588565806342 0.10001882140722998 0.00011083712264622055 -0.0040107041391963293 -0.00037121911526762145 0.0026725681370250096 -0.0025352438411944396 0.0050410921734026833 -0.00077782761367641701 0.00018510631479027868 -0.0054036940451032515 0.0611007019454676 -0.00033904910766399346 -0.10024110137180112
leaf_weight=0.0032783070878420464 1.0128399293367354 0.50928457177787467 0.55975601285021526 0.54165544802421006 1.9332701695673402 0.55618231943140006 0.53006521104612137 0.56626700907690952 1.509101845094847 0.50091022648848593 2.0341717983828858 1.5273915069526252 1.5294425816775317 0.0043760428324476344 0.010554753359699021 0.02666412893247383 0.0015739993139682884 0.0014171800738570486 19.334918387655883 0.54105770687926114 5.6149334691656696 0.52656835241064115 0.52277119543186046 0.54592718949510899 0.50623247999351406 1.5144778636267804 0.55115866535970681 0.034166790960855398 0.51094520263484389 0.0033956197003135449
leaf_count=22 32 87 64 251 57 45 33 56 22 6 30 39 880 236 38 31 42 5 908 212 413 45 379 74 24 14 82 352 140 14
internal_value=5.95911e-07 0.000105387 0.00239534 -0.000320795 -0.00101641 -0.00226635 0.000294941 0.000617671 0.000985441 0.00338986 0.000261268 0.000208543 2.83654e-05 0.00110732 0.0453195 0.0629236 -0.0647986 -2.77981e-05 -2.16278e-05 -2.63213e-05 -0.000691098 0.000143835 8.72312e-05 0.000146835 0.0022414 4.6429e-05 -0.00130611 0.000186941 0.0028696 0.0465155
internal_weight=43.5648 32.8529 1.06904 10.7119 5.02968 2.48945 5.68217 5.14052 4.61045 1.06718 3.54327 2.54023 31.7839 1.57261 0.0431689 0.0372189 0.00595004 30.2112 30.208 30.2066 6.15599 24.0506 23.524 23.0012 1.05216 21.9491 2.06564 19.8834 0.548508 0.0375624
internal_count=4633 4062 151 571 173 102 398 147 114 62 52 71 3911 1227 347 69 278 2684 2662 2657 625 2032 1987 1608 98 1510 96 1414 506 366
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=15 21 19 16 16 18 22 18 23 15 18 15 23 12 15 18 22 15 23 8 5 0 23 5 10 20 20 19 20 9
split_gain=0.000131148 0.000609776 0.000190975 0.000178543 0.000543004 0.00128563 0.000516406 0.000513421 0.0113876 0.00806797 0.00566523 0.00338195 0.00110287 0.00105594 0.000579442 0.00664251 0.00882536 0.00381904 0.00695152 0.000434181 0.000402269 0.00176595 0.00209311 0.000452109 0.00035652 0.00301121 0.00405276 0.00239708 0.00309677 0.00219541
threshold=46.435439118750004 15.294585115650001 14.651182102100002 22.624947093000003 22.614947116400003 13.531614672700002 -0.094409999999999994 13.304953393500002 0.091705000000000023 36.548474543700003 13.087929333200002 33.995989817300007 -0.27651499999999996 151.57463967635002 39.203018015350004 12.964611930900002 -0.079369999999999996 35.133229767950006 0.088260000000000019 8.4434108459500017 21.556055031700001 86.09518316945001 -0.16179999999999997 20.743195000100005 61.993156030000002 32.724174661450007 34.515670600900002 13.951125619400001 33.361153777850006 193.70978346765003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -5 8 14 10 11 -10 13 -9 15 -1 17 18 19 -17 23 -22 -23 -8 -14 -26 27 28 -27 -30
right_child=1 -3 -4 6 5 -7 20 12 9 -11 -12 -13 24 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=1.0968057408528075e-05 -0.0036126574760584917 0.00054857357061573241 0.0019065293302044336 -0.0026745518747234589 -0.0041402548588545703 0.00085971361376893348 0.00077813295599088699 -0.10006305733632691 -0.02358853037569339 0.067828315669873296 -0.070062476507833663 0.10003392733233514 -0.0026973318983466643 0.0095498818885701442 -0.0026580378250656194 0.04146880812448555 -0.061719987550641175 0.10008379156495961 -0.10036134988007926 0.1000779787736424 0.00024558120809050688 -1.3274348612684498e-05 0.0088341668193284862 -0.001109845992458955 -0.10010323160763468 0.078251679193809945 -6.8412986606820541e-05 0.10004486166743987 0.06067730931768614 -0.10003885886751451
leaf_weight=1.0108908102360352 0.54065806250949933 1.0099889771917672 0.53777627205249601 0.54144396399101324 1.0482577812144875 1.0095031451094199 2.5281072022262361 0.0021468251957632431 0.0040839447254795713 0.042723736027255654 0.0086914724652160658 0.0048303675866918638 0.51927793164171276 0.0014879977850249665 0.51810822773495591 0.0017979150834435131 0.0061301069416276324 0.016771676484495401 0.0031570519445267564 0.0042561755690257996 4.9885148169141473 0.50038506055716425 0.57428468389480236 2.5454620476011769 0.0030076936140294155 0.0040286665946088762 25.575857705435574 0.0062094730092212566 0.0012666625756323491 0.0025836278408981617
leaf_count=531 187 20 70 86 36 36 53 13 38 38 13 6 35 47 33 86 33 19 5 4 106 3 70 54 150 25 2767 10 27 32
internal_value=8.29978e-07 -0.000902307 3.41652e-05 9.88656e-06 -0.000120012 -0.00168735 0.000341301 -3.73445e-06 0.00172292 0.0443531 -0.012614 0.0433983 -0.000110937 -0.0551905 7.54718e-05 0.00143333 0.0462083 0.0716717 0.019939 0.0826725 0.000487925 0.0010377 0.00471464 -0.000169086 -0.000103269 -5.06362e-05 -3.88766e-05 0.0535809 0.0169622 -0.0471667
internal_weight=43.5617 1.55065 42.011 41.4733 29.7951 2.05776 11.6782 27.7373 1.62144 0.0603295 0.0176058 0.00891431 26.1159 0.00363482 1.56111 1.043 0.0321129 0.0259828 0.00921114 0.00605409 11.1368 6.06318 1.07467 5.07357 26.1122 25.593 25.5899 0.0140884 0.00787896 0.00385029
internal_count=4633 207 4426 4356 3984 72 372 3912 806 95 57 44 3106 60 711 678 147 114 95 90 286 179 73 107 3046 3011 2861 94 84 59
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=23 23 6 14 16 10 15 23 9 21 16 17 6 6 3 7 16 22 23 6 7 7 7 7 7 7 19 23 17 5
split_gain=0.000139578 0.000531883 0.00143332 0.00045996 0.000680445 0.0121452 0.00231019 0.000450506 0.00130792 0.000203466 0.000191693 0.000627457 0.000854774 0.000706655 0.000914052 0.000498675 0.000370929 0.00125654 0.000340987 0.000347361 0.00598713 0.00288515 0.00201134 0.00147438 0.00120788 0.000887696 0.000598061 0.000271613 0.000928763 0.00256599
threshold=0.10249000000000003 0.098950000000000024 14.905348261050003 186.51427598835002 20.604951816700005 71.830224329350003 31.890196708700007 0.10821500000000002 188.90361612170003 8.0448977205000016 22.624947093000003 196.21449749970003 16.405383309150004 16.455384477450004 93.862138708350017 22.502236473750006 22.594947163200004 -0.086139999999999994 0.09721500000000001 16.565387047600002 24.176603375500004 22.870118039000001 22.626138143200006 22.398098708400003 22.172877373800002 20.869210126600006 14.451165964200003 0.090465000000000031 168.62011096010002 18.160071980500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -2 5 6 -5 8 -6 -9 16 12 -12 14 -14 -15 18 -18 19 26 21 22 23 24 25 -21 27 28 29 -1
right_child=3 2 -4 4 7 -7 -8 9 -10 -11 11 -13 13 15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10008375869634741 -0.0030185229020844658 -0.0015347068611361698 0.005799699697535448 0.083875775887841703 0.00041303880183233936 -0.00049808795266426912 0.031041257295546888 -0.0010963172575543217 -0.0057742633483258369 0.0001795745450327304 -0.003633440763788633 0.0037508153900534615 0.0058466324964090242 -0.0028371074337346378 -9.5795919947214489e-05 0.00044422304667320663 0.00011479120843334436 -0.0054411247265365057 -0.0025045523431656089 -0.015996485719526925 0.00041319361708669171 0.083331421516703474 -0.10010550169906414 0.08878102549604977 -0.1001722650266923 0.093594356122935804 -0.0032663356306787805 0.00078076182918423564 -6.7552866885579033e-05 0.030336069292996877
leaf_weight=0.0032325570000217288 0.59326890084652006 0.50982268012254894 0.55815613318350188 0.019383401317774607 0.88249089553573756 0.52658162738557768 0.014441885999531223 1.5433222213377158 0.55746507295953052 6.5732044883143317 0.52375129359734174 0.55066068065320894 0.52932495252230161 0.53259389172609406 0.50656316946324154 3.5518486547759665 1.5208219804310661 0.55584732159485284 0.52232733498012507 0.0020138590193611305 0.50249070236168336 0.013205842118622968 0.0014234483533073217 0.002660352206326877 0.0010342996101826429 0.0011676794404156254 0.54044348223326366 4.6351607663016194 17.279434696485517 0.0028286725121508538
leaf_count=242 102 87 64 22 21 212 28 48 45 93 30 97 31 95 25 101 55 79 70 413 4 21 6 5 1 22 83 417 1940 174
internal_value=1.17109e-06 0.00010339 0.00229846 -0.000312323 -0.000153627 0.00323302 0.0613178 -0.000352226 -0.00198232 -6.30307e-05 2.96211e-05 0.000528744 0.000214386 0.000607974 0.00294071 1.63515e-05 -9.12329e-05 -0.00137232 2.19397e-05 7.93533e-05 0.00262454 0.0542941 0.00809182 0.0304899 -0.00629403 0.0242252 1.99766e-05 0.000100999 -8.12815e-05 -0.039219
internal_weight=43.557 32.8468 1.06798 10.7102 10.1169 0.560407 0.0338253 9.55648 1.43996 8.11653 31.7788 6.19474 5.64408 5.12033 1.03589 4.08444 25.5841 2.07667 23.5074 22.9851 0.523996 0.0215055 0.00829964 0.00687619 0.00421584 0.00318154 22.4611 21.9207 17.2855 0.00606123
internal_count=4633 4062 151 571 469 262 50 207 66 141 3911 379 282 252 56 196 3532 134 3398 3328 472 468 447 441 436 435 2856 2773 2356 416
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=6 13 21 23 22 22 15 7 2 17 4 21 21 22 21 9 16 20 12 16 21 0 20 20 13 20 23 8 8 4
split_gain=0.000251423 0.000927672 0.000590799 0.000449219 0.000435691 0.000267086 0.000155797 0.000604438 0.00017019 0.00408201 0.00900129 0.00794135 0.00822131 0.00441794 0.00687517 0.00383565 0.00339133 0.00404642 0.00250232 0.0022584 0.00162103 0.000845796 0.00083599 0.0118719 0.0104055 0.0123262 0.000658439 0.001594 0.000606007 0.00203059
threshold=6.355148487000001 92.980324441600018 8.8671606832000016 0.074735000000000024 -0.15022499999999997 0.034600000000000013 46.435439118750004 23.543468673550006 206.22726210890002 198.79333437865003 308.58584608000007 9.1670574189500034 8.0448977205000016 -0.043559999999999995 9.9821454294500018 212.80230024750003 22.604947139800004 41.319407281650008 378.75571401605004 22.494947397000004 2.2033311313000001 93.047535894850014 40.621691032550004 42.844429421150004 117.50981642375002 42.055256506450007 0.11458500000000002 7.7439566930000003 8.543332867800002 310.44950696480004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -4 8 -8 -2 22 -11 12 15 14 -13 16 17 26 20 -19 21 -17 -10 24 25 28 27 -12 29 -24
right_child=6 4 3 -5 -6 -7 7 -9 9 10 11 13 -14 -15 -16 18 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.046111651687044612 -1.1532765058321683e-05 -0.015640369144936508 0.079826608592221279 -0.019010211674325379 -0.10001837841395467 0.014707085148859288 -0.0037313003265035715 0.0004376790186665554 0.0010397259070701994 0.086781745487035822 0.085738036515850491 -0.1004559811691097 0.099401045792564952 -0.094045029109766212 0.073209096767561002 0.053217291888177636 0.065566719770774023 0.031855749695755303 0.037184373540407108 -0.10011807236666539 -0.092225882354776689 -0.047723206268222379 0.099819196347500291 0.00090154409857564309 -0.094710627625267427 -0.097112093164028621 0.093233384969201902 -0.064641424780321616 0.10011816938398024 -0.022312642540427738
leaf_weight=0.001591748510178681 39.325445429727289 0.0010014146034855731 0.0014262847777148369 0.0014249494221069137 0.0015735169792054915 0.0011279189463273553 0.52698442054255323 1.0226258963978834 2.0315680862722356 0.017272983885049942 0.0016764906733852669 0.0038910572029635659 0.011996629749454257 0.010073029870653727 0.0055043570698103395 0.0013705104574910365 0.012050485767758801 0.0017996778352453724 0.0032879300158823463 0.0046390741008508485 0.0066343905040033846 0.0021052313784428733 0.0034714289555497491 0.51112689524662447 0.025421696698856522 0.0070286227971205753 0.0024159343374776654 0.0012162391169567854 0.0048038687673397362 0.0022396064411793759
leaf_count=423 2645 137 46 174 114 31 129 78 108 17 21 10 16 35 38 15 27 30 20 39 49 46 16 212 49 34 6 29 2 37
internal_value=1.31735e-06 -0.0175655 0.00537743 0.0259742 -0.067203 0.0510703 4.6034e-06 -0.000980088 4.09366e-05 0.000813278 0.0222548 0.0060218 0.0274166 -0.0480382 0.0012867 0.00419977 0.0282946 -0.00993919 -0.0385979 -0.0632304 -0.0632431 -0.00792163 0.000100673 -0.00334235 -0.0538289 0.00541134 0.0546965 0.0225115 0.0739425 0.0519247
internal_weight=43.5548 0.00814583 0.0055709 0.00397915 0.00257493 0.0025542 43.5466 1.54961 41.997 2.67159 0.085934 0.068661 0.0491926 0.0194684 0.00939541 0.037196 0.0237979 0.0117474 0.0133981 0.00643875 0.0101101 0.00347574 2.58566 0.554092 0.0429652 0.0175435 0.00530866 0.00289273 0.0105149 0.00571104
internal_count=4633 925 674 251 251 77 3708 207 3501 856 398 381 298 83 48 282 152 125 130 69 110 61 458 350 138 89 56 50 55 53
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=6 13 5 18 15 22 5 20 23 12 6 14 7 21 23 0 12 6 4 18 6 16 16 7 16 2 7 16 14 7
split_gain=0.000212448 0.000812132 0.000516931 0.000907637 0.000741608 0.000430428 0.000148327 0.00104647 0.00230982 0.00102423 0.000635509 0.000619989 0.000352318 0.00074181 0.000690484 0.000291251 0.000243785 0.00407031 0.0063734 0.0070202 0.00731862 0.00361668 0.00500322 0.00363095 0.00231413 0.00133039 0.00131045 0.00126563 0.000943551 0.000909808
threshold=6.355148487000001 92.980324441600018 7.754880527600001 16.115468395400004 12.38011581135 -0.14815999999999999 23.714185006400005 32.724174661450007 0.092015000000000027 58.770113158150004 16.405383309150004 144.12207640715005 23.209106085000005 7.4379259131000008 0.096095000000000028 85.931187223550012 232.35148227425003 16.265380038000004 308.58584608000007 13.876389391100002 15.885371159150003 16.234962035600002 22.654947022900004 25.923236208600006 14.504966081100003 346.74082678410008 22.773029501100002 17.874958200600002 305.77019055010004 25.662597900150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 7 8 -2 -9 -8 -11 13 -12 15 -14 -13 18 -18 -20 21 24 23 25 26 -23 -21 -25 -19 -26
right_child=6 5 -4 4 -6 -7 10 9 -10 11 12 16 14 -15 -16 -17 17 28 19 20 -22 22 -24 27 29 -27 -28 -29 -30 -31
leaf_value=0.054977323667083945 0.036756507246143648 -0.014442677176441788 0.065293545863988001 0.001852485814637519 -0.10000877241899056 -0.10001667521974777 -0.0037791234452507552 0.085717801777405345 -0.10011802693860682 -0.023575432367993105 7.4854244845549948e-05 3.6609686778358509e-05 0.00050695250017807286 -0.0043336048736992462 0.0038665804059935488 -0.0022480873348563126 0.087771324225461522 0.0029850910656698784 -0.086104623473660033 0.061908729348686631 0.0864190617249634 -0.098830194676410174 0.078077964662874699 -0.067068978979647961 0.096937088040534525 -0.015954696020865258 -0.049664339304594657 0.046987593557034593 -0.0029981426499742529 0.026432852730284402
leaf_weight=0.0014134267206258634 0.0020616646547256803 0.001002962096354032 0.001127567718376965 0.0016330274832752102 0.0012710951265207035 0.0014199270726087398 0.53103527540977946 0.0013964179179372085 0.0030671088293616755 0.011082601606168363 1.3740038219035415 37.408912915445747 1.5129082174203183 0.52851967055098281 0.52853556245099742 0.5141119452941324 0.013181866004742915 0.53132332736276999 0.0066379363525185245 0.0015399134198190731 0.013343637379875872 0.0091950799921676207 0.0037026372647233066 0.001291175314975134 0.0053499047070317829 0.0024539123608064992 0.0033271900882132499 0.0039467962494939002 0.52301622658296765 0.0027820829015610116
leaf_count=83 40 143 54 327 210 108 149 9 16 38 468 2049 76 202 22 23 13 18 47 26 24 113 23 50 33 14 118 39 66 32
internal_value=1.07133e-06 -0.0164296 0.00500151 -0.0107443 -0.0427308 -0.0645931 4.0407e-06 7.04449e-05 -0.0450972 7.64553e-05 -0.000509021 7.33523e-05 -0.000119495 -0.00114981 0.000647542 -0.000191807 8.01546e-05 0.00153317 0.0254802 0.0101524 0.0237666 -0.00112306 -0.0271961 -0.0502784 0.0401747 -0.0813721 -0.0143635 0.0188723 1.7045e-05 0.0728165
internal_weight=43.5446 0.00786801 0.00544512 0.00431755 0.00290412 0.00242289 43.5367 38.5476 0.00512877 38.5425 4.98911 38.5411 4.45808 1.90252 2.55556 2.02702 38.53 1.12109 0.0667521 0.0535703 0.0469323 0.0335887 0.0205896 0.016887 0.0129991 0.011649 0.0048671 0.00523797 1.05434 0.00813199
internal_count=4633 925 674 620 537 251 3708 2768 56 2712 940 2703 791 670 121 99 2665 616 532 519 472 448 239 216 209 127 144 89 84 65
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=6 13 21 22 18 6 5 0 6 10 3 6 10 5 23 22 20 20 12 16 21 6 7 23 23 18 15 20 9 17
split_gain=0.000183185 0.000704453 0.000485391 0.000425757 0.000398588 0.000668039 0.000138525 0.000128693 0.000663411 0.0102398 0.00489644 0.00521212 0.000418678 0.000221757 0.000201951 0.000166212 0.00261577 0.00283702 0.00111942 0.000791481 0.000688673 0.00839008 0.0111681 0.00657255 0.00808571 0.00243063 0.00166334 0.000458121 0.0075051 0.0040634
threshold=6.355148487000001 92.980324441600018 8.8671606832000016 -0.14815999999999999 16.115468395400004 3.6650856341500009 13.252098438300001 97.886760529650019 11.630271739450002 78.196493182200015 80.169821450000015 13.665319288000001 75.499969677400017 15.479362323100002 0.079745000000000024 -0.036264999999999999 34.515670600900002 31.914316944300001 66.834523482800009 20.079953044350003 3.1113400544000003 16.545386580300001 25.070284486400002 0.093955000000000025 0.084365000000000009 15.398663672050001 29.712811603950005 43.426369480700011 200.77913281735002 195.44378352670003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 -2 12 14 10 -10 13 15 -12 -9 16 17 -8 -18 -19 21 22 23 24 26 -24 -17 -20 -29 -30
right_child=6 3 4 -5 5 -7 7 8 9 -11 11 -13 -14 -15 -16 20 18 19 27 -21 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.043613658293470463 0.001627005694610496 -0.013025664190693257 0.070973858225334988 -0.1000150895365951 -0.044905324838521735 0.058393843008380512 -0.06371105829686674 -0.0019476646047621702 -0.1001512574739907 -0.0004240847837271314 -0.063025755589862814 0.028667824955523322 0.0028366756198490843 -0.10030222446451427 0.00019521763535063598 0.088795187488115671 0.058656096445772847 0.041198180501359136 -0.00020844485784142757 0.10003052075214358 0.00013741766886353623 -0.0007981172375088393 -0.09447941406266748 0.083254422215780888 -0.028054312223276548 0.0020132583877247707 0.029599943297648968 2.8297419993149342e-06 0.070360201777458262 -0.028586387666096842
leaf_weight=0.001492366407399053 0.51945430620450039 0.0010009755230662443 0.0012126632356057598 0.0012848224709518519 0.0014009649540857594 0.001131827529818219 0.0018685941274679827 0.50265629551911573 0.015168868671452063 0.51661292571856166 0.002519972530052427 0.009128304692239908 0.52935563370212335 0.0043521372238330969 3.5167149530114159 0.01179516244670864 0.003237432114931659 0.0044400148193233235 27.004187438071884 0.0047150237878668122 9.7011320700400585 0.55851895925518846 0.0070395698153333797 0.030862572346450179 0.017740883909183935 0.0041492171221761964 0.0079437849435635144 0.5304077219481006 0.023348182305824139 0.0050476553974476692
leaf_count=423 454 143 37 108 184 30 80 55 87 203 24 25 44 28 92 21 18 39 1337 15 472 60 50 33 27 7 30 384 102 21
internal_value=1.06382e-06 -0.0156014 0.00461276 -0.0619215 0.0238284 0.00125592 3.76037e-06 -1.58431e-05 -0.0005177 -0.0037824 -0.0594446 -0.0208534 4.37748e-05 -0.0866331 -7.27679e-05 4.78279e-06 -0.000123416 0.048579 -0.000142892 0.071498 0.000346723 0.00352907 0.0339173 0.0490797 0.0209388 -0.0586964 0.0649725 -0.000149798 0.00268429 0.0527714
internal_weight=43.5399 0.00752362 0.00523782 0.0022858 0.00374546 0.00253279 43.5324 43.0129 4.56715 0.547782 0.0311693 0.0160004 38.4458 0.00687211 4.01937 37.9164 27.5773 0.0110236 27.5662 0.00915504 10.3392 0.63805 0.0795312 0.0683424 0.0374798 0.0111888 0.0197389 27.563 0.558804 0.0283958
internal_count=4633 925 674 251 251 214 3708 3254 514 367 164 77 2740 52 147 2696 1996 134 1862 54 700 228 168 111 78 57 51 1844 507 123
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=6 13 9 0 3 22 8 8 5 3 0 20 22 21 3 9 18 23 23 6 2 7 19 4 12 19 19 4 22 15
split_gain=0.000155197 0.000612254 0.000456746 0.00075425 0.000495361 0.000415481 0.000118287 0.00015867 0.000299098 0.000148816 0.000536995 0.000951176 0.00255828 0.00601561 0.000405695 0.000374932 0.000354413 0.00125066 0.00206052 0.00424827 0.00300025 0.000945484 0.00630229 0.00260074 0.00137687 0.00135274 0.00129674 0.00081845 0.000784623 0.00239725
threshold=6.355148487000001 92.980324441600018 40.734022239000005 113.1679565431 69.364908223700013 -0.14704500000000001 8.8430989333000021 8.7431769115000026 21.990725385850002 93.776108048150022 86.345209775600011 40.621691032550004 -0.086139999999999994 15.833449912500003 93.862138708350017 186.16747084260001 13.781134552700001 -0.26804999999999995 -0.10696499999999999 14.235332606250003 223.87650328090004 23.853977146050003 12.851036860900001 156.40313730310001 82.088033630950022 14.151141757350002 14.351157895250003 389.25159675045006 -0.078549999999999995 37.646552559600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 7 9 -9 10 11 -2 -13 -14 -11 -16 28 -18 19 20 -19 22 -20 -23 -25 -24 -27 -22 -12 -30
right_child=6 5 -4 -5 -6 -7 -8 8 -10 14 16 12 13 -15 15 -17 17 18 21 -21 27 23 25 24 -26 26 -28 -29 29 -31
leaf_value=0.071317093592356454 0.00045436067897551308 -0.012111293830768664 0.047704982849039873 -0.074874456400570708 -0.025824884540894641 -0.10001370116294495 -0.0014574502612710667 0.0020980333912285569 -0.00010950192144658187 0.0022475168916420854 -0.00016515155494754104 -3.4349461315373162e-05 -0.012772489130999584 0.0019703233592616022 0.00051005983832917668 -0.0023200324420508062 -0.063556266386992188 -0.1000398220526601 -0.00036130810484216448 0.070197333477368659 0.06864751945102153 -0.1002253565412554 -0.049364516392570494 -0.10006101134073919 -7.8377075368806301e-05 -0.0014636676527721576 -0.037140264565850477 -0.027383166519465537 0.00031706189359000331 0.0056159112602576604
leaf_weight=0.0010141601803429585 2.5497683556200093 0.0010035496485407691 0.0016426953969131547 0.0013442100325306329 0.0010881984347673734 0.0011583844942800736 0.54720320685500112 1.0344099007752441 1.5092808619691025 1.0439516960081494 7.6083182958185755 2.0343388335079315 0.60207892336799751 0.51224351028213277 2.3916830457679841 0.58203184137919084 0.0031162096606313075 0.0031892845432953667 0.50953309216736897 0.011586526658390994 0.0023165711158412705 0.0025939125657669084 0.028210641933071656 0.0013774532805211894 17.378940957791436 0.018674797682251665 0.022417735275666928 0.0014386854196004606 4.0458357270102887 1.082151652415632
leaf_count=51 57 145 161 310 152 106 204 34 38 37 211 52 95 9 711 154 56 53 55 29 25 11 46 32 1536 13 35 28 137 50
internal_value=1.10134e-06 -0.0146274 0.00431145 -0.0163707 0.0210356 -0.0592102 3.53834e-06 2.21392e-05 0.000788208 -2.60518e-05 -8.9771e-05 -0.000981345 -0.00214397 -0.00599536 0.000551531 -4.38614e-05 7.56138e-05 -0.000210232 -0.000199254 0.0331292 -0.0287167 -0.000233638 -0.00420955 -0.000101244 -8.63011e-05 -0.0325027 -0.0209268 0.031857 0.000479222 0.00143527
internal_weight=43.5339 0.0072512 0.00508926 0.00344657 0.00210236 0.00216193 43.5267 42.9795 2.54369 40.4358 36.4181 5.69843 3.14866 1.11432 4.01767 2.97371 30.7197 17.9834 17.9803 0.0185311 0.00694454 17.9617 0.578836 17.3829 17.3803 0.0693032 0.0410925 0.00375526 12.7363 5.12799
internal_count=4633 925 674 513 203 251 3708 3504 72 3432 2530 213 156 104 902 865 2317 1919 1863 135 106 1728 149 1579 1568 94 48 53 398 187
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=4 4 18 5 22 5 15 12 8 13 0 20 22 0 16 22 3 17 9 20 23 22 23 0 22 21 17 22 21 20
split_gain=0.000150373 0.00328879 0.0131968 0.00917807 0.00836824 0.0057848 0.00351279 0.0032373 0.00353582 0.00140542 0.000455796 0.00185146 0.0232022 0.00580662 0.00358886 0.000725798 0.000799309 0.000695675 0.00718298 0.00366293 0.00439639 0.00183073 0.002124 0.00148437 0.00136912 0.00109451 0.000905753 0.0015716 0.000597996 0.000516806
threshold=202.17358131775003 215.88508760445004 14.780131328250002 23.058899572400005 -0.11334499999999999 23.435546682850003 30.404760455250003 138.67909474840002 8.0437227585500022 118.06363879865002 86.345209775600011 41.600558339100012 -0.082654999999999992 85.683849075550015 22.634947069650003 0.022350000000000005 93.609423644100005 187.96055726210002 187.55294863440002 39.198779702000003 0.075810000000000016 -0.58835000000000004 0.09721500000000001 99.524031531050014 -0.25224999999999992 5.8464528668500009 191.20566072810004 -0.066979999999999998 13.165437349500001 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 8 -4 -7 11 15 -13 14 -14 16 -3 18 -12 20 -20 22 -19 -22 -21 -25 27 -23 -28 -30
right_child=1 10 7 5 6 9 -8 -9 -10 -11 17 12 13 -15 -16 -17 -18 21 19 24 23 26 -24 25 -26 -27 28 -29 29 -31
leaf_value=0.00021400011010855541 0.02553359246739495 -0.0042746072562078966 -0.074579516930615652 0.10007584622955257 -0.028288970064998011 -0.10011157689731925 -0.091356071227295582 0.084891352328174213 0.051303633615192704 0.040576319356680275 -0.00078913117986419081 -0.00099822631849975636 0.064190644900693206 -0.10031836996078113 -0.10010044033021646 0.0032652435400728264 -0.00021118925545993822 -0.08474431015923814 -0.10019911297676816 -0.030366340021170352 0.10001325660519728 0.00026748892343079859 0.046459694680671001 -0.053458501300717366 -0.10022443203055689 0.055451327707945988 -0.00016676397994776714 0.0069307962805895381 0.00071745141451790267 0.0043384867705876596
leaf_weight=18.814512919030729 0.010044010881074428 0.54189554283039765 0.0034595457250414796 0.0067176163590545457 0.01188278087690342 0.002446492779448306 0.034396573056255875 0.011538753548393288 0.0062846945772747631 0.0010004116221438153 0.50309831891792611 0.5419736954447093 0.0038807923192649687 0.03095974055690931 0.0020225995125713325 0.52372905500828881 4.5386427308709063 0.0049877063485038722 0.00327840744485286 0.003628052402322334 0.0026249552029184997 1.0185401644883385 0.0016393921383865973 0.0018237082062346754 0.012373931883866485 0.0018678389875008694 14.301157646893087 0.54249629279134781 1.5119894198630688 0.53312804749675358
leaf_count=1380 30 42 54 6 28 52 44 10 18 21 472 245 88 57 20 35 153 111 15 14 9 85 18 30 77 13 1201 59 41 205
internal_value=9.79713e-07 -0.000161194 -0.019484 -0.0414224 -0.0572059 0.0460368 -0.0751628 0.0490512 0.00661072 -0.0592791 -9.23235e-05 -0.00083534 -0.00621971 -0.0829876 0.00790181 -0.000279216 -0.000644598 0.000156781 -0.00341829 -0.0550935 -0.00624099 0.000262293 -0.0522874 0.0425254 -0.0843858 0.0016474 0.00028174 0.00258314 6.19609e-05 0.00166139
internal_weight=43.528 24.7135 0.0877709 0.0664879 0.0563234 0.0101645 0.0462794 0.021283 0.00974424 0.0034469 24.6257 6.1831 0.578837 0.0368631 0.00590339 5.60427 5.08054 18.4426 0.528695 0.0255969 0.00959491 17.9139 0.0066271 0.0063165 0.016002 0.00369155 17.9073 1.56104 16.3463 2.04512
internal_count=4633 3253 263 181 102 79 72 82 72 73 2990 640 410 165 108 230 195 2350 630 158 67 1720 129 52 91 43 1591 144 1447 246
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=15 2 16 16 18 22 18 10 8 21 19 7 2 17 19 0 15 6 22 23 17 20 13 7 13 16 22 22 22 10
split_gain=0.000149877 0.000715764 0.000200285 0.000528326 0.000928064 0.000526078 0.000447867 0.00742753 0.0108014 0.00368575 0.00187241 0.00204433 0.00039501 0.000760062 0.000349355 0.000411587 0.00106251 0.00180205 0.000390004 0.000285459 0.000274591 0.000957365 0.000595091 0.0002709 0.00442681 0.00497895 0.0013339 0.00416507 0.00277442 0.00415265
threshold=45.793006327050001 247.02271001585004 22.624947093000003 22.614947116400003 13.531614672700002 -0.096559999999999993 13.278511569200001 61.982402197500001 8.4434108459500017 13.165437349500001 14.451165964200003 19.052023743050004 161.07012613040004 183.93802912725002 14.251149826300002 86.208098410950015 36.776646943950006 14.745344522600002 -0.084729999999999986 -0.25098999999999999 189.5403704096 40.330620469300008 117.61735474900001 22.929105819350003 117.45067034490002 20.674951653000004 -0.25224999999999992 -0.58319500000000002 -0.59915999999999991 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -4 7 8 9 10 11 19 13 -9 -7 18 -17 -18 -16 -1 22 -22 -20 24 25 -8 27 28 -25 -30
right_child=1 -3 5 4 -6 14 23 12 -10 -11 -12 -13 -14 -15 15 16 17 -19 20 -21 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0069176282906335228 -0.003950537443311716 0.00027918457716932023 -0.0026426595436437523 -0.0037300743441797514 0.00052474265020580697 -0.00084865199430748754 0.024011624292207878 -0.00096494298286224081 0.098543931699001108 -0.095051285103287503 0.086344702195247203 -0.10006343610129774 -0.0015886684916861906 0.004384036643241683 0.0020024524008695611 0.00050323829005932414 -6.471656148260582e-05 0.0081503687534821342 0.0022883334079150945 0.057641746097850159 0.0015056169482794638 -0.0045596898104119698 -0.00057779274596355009 -0.031348878487705858 -7.2451291680819635e-05 -0.065085754050635283 -8.6054423401516219e-06 -0.078420906512687072 0.099436239323440298 -0.051961363803458706
leaf_weight=0.0010827996191592471 0.5424344668862483 1.5244783704314455 0.53963962199600146 1.0443411445885424 1.0069193573945083 1.5146685932450044 0.0088263890896759234 0.5149107114661764 0.01846455478516873 0.0044876641882614088 0.0026897579518845305 0.0018562885312654043 0.5107953387903591 0.54876011724945783 1.0334923122209119 2.5183688111101223 0.50683102044058592 0.56433381617353007 1.0321411537115648 0.0018637791776643375 0.51230301846226189 0.52891720796151276 2.4298584514089043 0.0093521282623912627 0.50651417104370466 0.021672407391776005 26.046095948322538 0.0088505630933946866 0.0053901770570519147 0.0027289363964677071
leaf_count=89 161 97 86 32 16 29 320 220 7 52 4 178 49 71 34 22 14 59 25 121 17 58 55 104 15 26 2433 141 9 89
internal_value=2.20749e-07 -0.000830851 4.16662e-05 -9.19439e-05 -0.00164148 0.000403347 2.07114e-05 0.00164302 0.0505653 -0.0233815 0.0195447 -0.0178655 0.000697024 0.00179466 0.000557821 0.000791251 0.0016253 0.00426333 0.000250524 0.0339177 -0.000151544 -0.00157543 0.000276698 -7.71355e-05 -0.00230037 -0.0393009 -3.13437e-05 -0.0225314 0.00578098 0.0485496
internal_weight=43.5131 2.06691 41.4462 30.2656 2.05126 11.1806 28.2143 1.60491 0.0304448 0.0119803 0.00749263 0.00480287 1.57447 1.06367 10.6409 9.12625 3.58953 1.07116 5.53671 0.00294658 4.50322 1.04122 3.462 26.6094 0.537013 0.0304988 26.0724 0.0263218 0.0174712 0.00811911
internal_count=4633 258 4375 3976 48 399 3928 791 451 444 392 388 340 291 313 284 95 73 189 210 155 75 80 3137 361 346 2776 343 202 98
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=15 7 20 20 2 4 21 8 22 16 6 6 22 6 5 15 21 19 21 21 23 2 18 20 18 17 7 17 22 15
split_gain=0.000154604 0.000628513 0.000241229 0.000192538 0.00248828 0.00639252 0.0010882 0.00679561 0.00904571 0.0061996 0.00377651 0.00242547 0.00105203 0.00075307 0.000370577 0.000985403 0.000316737 0.000278496 0.000589269 0.00189458 0.00030298 0.000286185 0.000708593 0.000255048 0.00154689 0.000263631 0.00124532 0.000677737 0.000421998 0.000489705
threshold=46.435439118750004 23.543468673550006 42.206017975500011 42.206017975500011 74.766480717350007 158.26731550870002 3.8811533507500005 8.3434888241000014 -0.083330000000000001 22.554947256700004 15.205355270700002 11.475268117800002 -0.237895 16.465384711100004 22.458857822500004 38.992510055900006 2.5378969943000005 14.451165964200003 5.6808520270500003 13.367933388000003 0.093185000000000032 45.979371440700014 12.420159544750002 42.081757894750005 12.560600218600001 191.06791329340004 23.209106085000005 192.44445991605002 0.11061500000000003 39.864684991950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 17 5 -5 7 9 -9 10 11 16 -13 14 15 -8 -6 21 20 -20 -19 -1 -23 24 -24 -26 -27 -28 29 -29
right_child=1 2 -4 4 6 -7 13 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=-0.028359269892167416 -0.0037927426847838615 -0.0010754986022204968 0.0019962351748955749 0.028064213452903039 0.0082757956801165818 -0.090253466744886005 -0.00011495879914167247 0.039645332007128165 -0.096791844646064107 -0.052995289855014532 0.098845673472735041 0.022474459982222673 -0.098163807279447512 -0.0038388683376825092 -0.0026039815900626849 0.0043119214515872882 0.071757510920640824 -0.0022413348355725324 0.0069551867968082786 0.00025374325127466125 0.0004116283720891204 0.067105138759598032 -0.10007516014413556 0.0022388030127212955 0.00027236692084449263 -0.0051163871476252896 -0.0036390972515291512 5.3430330294035627e-05 0.0027392820283641118 -0.0030384019444404595
leaf_weight=0.0035498281416072022 0.52525782601590165 0.51042927935404214 0.51221493324082701 0.0082987392327148468 0.00106942452359604 0.01015317388010395 8.0968454004217172 0.0070292243721610239 0.015741555702959431 0.0076479499984998247 0.0091451632452458353 0.0010550789111221093 0.0022957324030130621 0.53986117526870714 0.51396915431623291 0.53612060474733958 0.0029651998091519971 0.54278806497518362 0.58326571051429743 1.5245721702871149 2.0804933154217906 0.0015751705493184378 0.0015447786927563758 0.51403241653285192 15.131087211340141 0.52552441200759048 0.52669399371737746 9.6837473471273743 0.54759236243910869 0.54088789959246319
leaf_count=13 129 34 44 35 60 56 957 19 43 20 92 14 91 244 123 40 105 142 79 31 66 117 27 29 850 50 65 834 167 57
internal_value=3.67873e-07 -0.000981091 0.00046305 3.65742e-05 -0.000352712 -0.0370401 -0.000283165 -0.0154708 -0.0546744 0.0214502 0.0558927 0.00270535 -0.0601781 -0.000209555 4.65075e-06 0.000159957 0.0549309 0.000154448 0.000863092 0.00210812 -0.000137301 3.24268e-05 3.60954e-05 3.22497e-05 -9.82608e-06 -4.0915e-06 -0.00035786 -0.000136536 3.47171e-05 -0.000110129
internal_weight=43.5075 1.5479 1.02264 41.9596 9.7522 0.0184519 9.73375 0.0469493 0.0227708 0.0241785 0.0165306 0.00738544 0.00335081 9.6868 9.14694 8.63297 0.00403462 32.2074 4.73112 2.10784 2.62328 27.4762 27.4727 27.4711 26.9571 26.9555 11.8244 11.2989 10.7722 10.2246
internal_count=4633 207 78 4426 1899 91 1808 444 62 382 362 270 105 1364 1120 997 165 2527 318 110 208 2209 2196 2079 2050 2023 1173 1123 1058 891
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=6 13 21 22 18 6 9 20 22 22 4 0 22 22 22 22 22 22 22 22 22 0 18 7 22 20 2 22 7 6
split_gain=0.000148723 0.000573522 0.000407527 0.000358172 0.000349219 0.000556231 0.000153291 0.000780107 0.00582917 0.000906884 0.00069248 0.000330608 0.00406878 0.00189016 0.00381041 0.0044782 0.00158447 0.00318762 0.0010557 0.000984103 0.000984631 0.000338871 0.0030286 0.000443154 0.000984536 0.00364262 0.000418847 0.000338043 0.000291487 0.000604324
threshold=6.355148487000001 92.980324441600018 8.8671606832000016 -0.14008999999999996 16.115468395400004 3.6650856341500009 186.70853236170004 34.515670600900002 0.15915000000000004 -0.081844999999999987 128.88186563570002 85.732241321850012 0.19977000000000003 -0.096559999999999993 -0.082654999999999992 -0.054875 -0.043559999999999995 -1.0000000180025095e-35 -0.088039999999999993 -0.10771499999999999 -0.11963999999999998 85.769879735700016 12.783127173500002 23.109894804950002 -0.086139999999999994 40.040404835300002 106.99702195580001 -0.24399499999999999 23.445318439400001 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 -2 8 9 -8 -9 12 13 19 18 -16 -17 -18 -15 20 27 -13 -23 24 26 -26 -24 -12 29 -25
right_child=6 3 4 -5 5 -7 7 10 -10 -11 11 21 -14 14 15 16 17 -19 -20 -21 -22 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.041769476931355895 0.00055818673304456516 -0.016335242111515904 0.067401734686061796 -0.10001355036919846 -0.043177459366316125 0.054026403298905547 0.083432511837385606 -0.043680293585501025 -0.055913156416520907 0.03108182198554145 -0.10003427863050639 0.0025104135246746791 3.6464454397024689e-05 -0.012136554673706394 -0.10013266900370454 0.048792068309127405 0.019742480853768174 -0.10007232317148816 0.041419139085498463 -0.10013540569268152 0.01663335592755074 0.079652642546105601 0.0028201369668793136 0.0016730643951808025 2.7667184074047296e-05 -0.0091445249570187362 -0.00032199559080982575 -0.041787641424623025 -9.495991563347774e-05 -0.00024020621787445166
leaf_weight=0.001399771546021166 4.4567130647732318 0.0010011148998238517 0.0011445101077356412 0.0010459608055860548 0.0013194229382151867 0.0010629560797935644 0.00686941560741161 0.0036408974338034686 0.006756815119829728 0.0063846220008707552 0.0018497928641068029 0.51773198731461789 0.5479537285865419 0.0063305024134976415 0.0090436845570422975 0.0035382107530494986 0.0053466013163969714 0.003797672296527276 0.0087932463918320991 0.004905147566546475 0.0020431545808605733 0.004765127770950949 0.53657922384314849 3.0747949408678314 1.5271502021482768 0.60431716703358507 2.0262324916315038 0.0021597409859168692 26.562113801973965 3.5649254389463749
leaf_count=423 1136 155 37 96 184 30 30 19 21 23 42 13 17 37 38 8 22 35 19 26 10 7 51 132 37 84 51 12 1773 65
internal_value=2.26394e-07 -0.0146021 0.00388348 -0.059091 0.0220025 0.000192397 2.56766e-06 -6.08637e-05 0.0196785 0.0582146 -7.09873e-05 -6.69176e-05 -0.00240456 -0.0303827 -0.0195398 -0.0463689 -0.00803077 -0.0300173 0.0190018 -0.066846 -0.039868 -3.06674e-05 -6.5379e-05 -7.54029e-05 -0.000984848 -0.00257285 0.000335877 -0.0686596 5.31801e-05 0.000645812
internal_weight=43.5017 0.00697374 0.00492666 0.00204708 0.00352689 0.00238238 43.4947 39.038 0.0200109 0.013254 39.018 39.0144 0.595761 0.0478078 0.0368499 0.0217262 0.0126825 0.00914427 0.0151237 0.0109578 0.00605269 38.4186 37.9009 37.8961 4.69428 2.13147 2.56281 0.00400953 33.2018 6.63972
internal_count=4633 925 674 251 251 214 3708 2572 74 53 2498 2479 266 249 159 103 65 57 56 90 64 2213 2200 2193 223 121 102 54 1970 197
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=6 18 23 7 23 13 2 21 23 21 6 21 0 6 21 2 20 9 18 13 19 16 15 15 12 20 7 23 14 8
split_gain=0.0001316 0.000671608 0.000131435 0.00060906 0.00131358 0.000531648 0.000842424 0.00102059 0.000222921 0.000223793 0.000503444 0.000602386 0.000582896 0.000435397 0.000366863 0.000219261 0.0016939 0.00253026 0.00219291 0.000531236 0.000354492 0.000408998 0.000385494 0.000627582 0.000511105 0.000257855 0.00435041 0.0104071 0.00830384 0.00421397
threshold=3.6650856341500009 16.435318745950003 0.10487000000000003 22.958251375150002 0.4149000000000001 109.47132661375001 171.06275453495002 13.061380410800002 0.10336500000000003 12.944362924650003 16.505385645700006 14.849677877150002 86.538778761000017 16.425383776450001 11.772995266200001 82.092636011950006 34.515670600900002 208.34925031750001 13.1052958007 108.34217419895002 14.151141757350002 22.654947022900004 27.614913206150003 24.322764446600004 103.28033049195001 43.477771593600004 25.139463727750002 0.082535000000000011 217.29343847750002 8.0437227585500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 -5 7 -7 9 14 12 -12 13 -11 15 20 17 18 -17 -20 22 -22 23 -2 -24 -18 27 29 -29 -27
right_child=2 -3 3 5 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 16 25 -19 19 -21 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.031506814992637432 3.863916884805512e-05 -0.069314554769164843 -0.0058871684413137363 -0.0030570698314831201 0.0011130385940506169 0.0058013862650255713 -0.00025447915169223587 -0.00045237714772856436 0.00210091656502887 -0.0002702955582444333 0.00064734772014259383 -0.0035397364694759789 0.0044241477621655648 0.0023966750591582027 -0.0026413710894445338 -0.059326745982605594 -0.00026767533612986579 -0.10004527939896046 0.029133506182782782 0.098759581987020159 0.0039331775954095536 0.00073533763619035796 -0.0038760865242761602 0.003676344074307958 0.00056825909825919624 0.018079929348699855 9.925774103716111e-06 -0.038740648524129319 0.089827087848772719 -0.10016261959010782
leaf_weight=0.001238835477068329 4.5362918129642988 0.0014157994823576422 0.56636583294642562 0.54013995537618686 0.50894409098339111 0.54704697370470945 6.0710233755109471 0.4989909763680771 0.54190459109412259 1.515629310990237 1.0092038487070523 0.52097065141346233 0.54010629134410137 1.0268765482875819 0.53408292204707564 0.0012524225070700348 19.84982752991845 0.0010907216784631366 0.0013736101618066973 0.0054188499843235149 0.5424591208357018 1.5224291299523427 0.52813034718286622 0.52963085481792394 0.50732058600260643 0.0055700293584991512 1.0045364488103556 0.0063214202936094912 0.024468911194025722 0.0065680421727947191
leaf_count=84 187 427 110 212 20 42 83 4 45 44 28 55 266 32 140 74 1757 14 112 19 83 48 65 69 8 254 118 86 69 78
internal_value=8.54619e-08 -0.0222644 1.44436e-06 -0.000345389 -0.00257397 -3.24264e-05 0.000197125 0.00281816 8.85732e-05 5.67055e-05 0.000704593 -0.000778207 0.00144064 0.00080685 -4.42365e-05 3.47439e-06 -0.000168162 0.0428825 0.0622606 0.0846794 0.000442881 0.00157543 5.95922e-05 0.000418953 -0.00169857 -0.000186983 0.00134217 0.0325171 0.0634314 -0.0459024
internal_weight=43.4966 0.00265463 43.494 8.73251 1.07531 7.6572 7.11706 1.04604 34.7615 34.2196 4.61279 1.53017 3.08261 2.54251 29.6068 29.0727 20.9064 0.0091356 0.00804488 0.00679246 8.16626 2.06489 6.10137 5.06592 1.03545 20.8973 1.04746 0.0429284 0.0307903 0.0121381
internal_count=4633 511 4122 471 130 341 129 46 3651 3606 425 83 342 76 3181 3041 2581 219 205 131 460 131 329 256 73 2362 605 487 155 332
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=15 7 20 16 18 5 7 22 17 16 0 18 7 20 18 9 20 20 7 23 12 2 22 5 9 17 17 21 20 22
split_gain=0.000140325 0.000556848 0.000190056 0.000185324 0.00138764 0.00228605 0.00106073 0.000678267 0.000632218 0.000516521 0.00162698 0.00145476 0.000413013 0.000600901 0.000349405 0.00155744 0.00136716 0.00243717 0.00203973 0.00414451 0.000532433 0.000512123 0.00139252 0.00363988 0.00411849 0.00178317 0.00138647 0.00124332 0.000848973 0.000373967
threshold=46.435439118750004 23.543468673550006 42.206017975500011 22.624947093000003 12.783127173500002 21.324133279950001 21.115414688150004 -0.096559999999999993 173.77968723070003 22.614947116400003 86.780739992750014 12.880535946600002 18.038259374700004 48.823707093150006 13.304953393500002 190.64005357525002 32.724174661450007 34.424709467050008 24.176603375500004 0.11458500000000002 111.90336595095002 45.979371440700014 -0.25224999999999992 16.043149448600001 214.52351813370004 197.02652249450003 188.70679832985002 5.6808520270500003 39.032633164100012 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 8 -5 12 11 -11 -6 -7 -14 15 -13 20 18 -18 -20 -16 -19 23 25 26 27 -25 -23 -27 -24
right_child=1 2 -4 7 9 6 -8 -9 -10 10 -12 14 13 -15 16 -17 17 21 19 -21 -22 22 29 24 -26 28 -28 -29 -30 -31
leaf_value=0.08167826983123215 -0.0035802931172740113 -0.00093927542876583398 0.0017878332922974577 -0.0030789611770850101 -0.056572562706592902 0.042175708928097029 -0.10008707249055292 0.00054123444627492644 0.077824883281565935 -0.0062932706253052547 6.2665510631722707e-05 -0.00087685393495532153 -0.089633250998061728 0.011951646998108086 -0.10009302205764753 0.0056462479945190384 0.083515726771460172 0.056013464515719126 -0.10004234255287506 0.086584679017504898 -0.010080033191654788 0.080511676797383316 0.00055277292966801411 -0.010835725903319202 0.0367200081172043 0.018214635468962997 -0.092171273644658422 -0.019313222855214376 -0.10002478290862471 -0.00029416250152678532
leaf_weight=0.0054181492871333281 0.5254968291627965 0.51074871390207455 0.51145356404656894 0.54274132470004488 0.0045443084708826067 0.0010614531639421554 0.0010504769447496898 11.141722372220796 0.001089649240442192 0.55008604712150999 1.5035106485156573 1.0263529151073836 0.0010431104202168751 0.0013181028202495781 0.0018886501592714324 0.56889709273855249 0.0064014746732874439 0.0016271366548562529 0.0022856306013007144 0.0024822258088761373 0.001007781847861421 0.0049696928772113291 7.1256393814505854 0.0025983812604779008 0.0042287816967245808 0.0011439274947875333 0.010835318975068731 0.0016659265142453528 0.0012943632025939067 19.428858782334245
leaf_count=20 129 34 44 90 30 107 8 325 53 54 17 199 272 44 10 78 30 5 54 6 151 61 985 27 15 39 61 36 108 1541
internal_value=3.06033e-07 -0.000934789 0.000425219 3.48088e-05 -9.58029e-05 0.0354461 -0.00958398 0.000373077 0.0114853 -0.000108705 -0.00163987 2.8113e-06 -0.00963469 -0.0329254 1.19307e-05 0.00144941 -7.42875e-05 -6.68052e-05 0.0466354 -0.00288119 -0.068774 -8.64281e-05 -8.98622e-05 -0.0229002 -0.0493464 0.0285777 -0.0764391 0.0554498 -0.0445526 -6.68957e-05
internal_weight=43.4935 1.5477 1.0222 41.9458 30.2613 0.0109809 0.00556279 11.6845 0.00451232 30.2503 2.0536 28.1967 0.00342267 0.00236121 28.1922 1.59525 26.5969 26.594 0.0111693 0.00476786 0.00289643 26.5829 26.5812 0.0267364 0.0176625 0.00907391 0.0134337 0.00663562 0.00243829 26.5545
internal_count=4633 207 78 4426 4011 504 484 415 476 3507 71 3436 423 316 3406 277 3129 2968 90 60 161 2878 2873 347 103 244 88 97 147 2526
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=6 10 6 17 22 7 17 23 13 23 23 16 13 7 17 16 17 15 17 13 12 21 16 5 21 2 21 4 21 23
split_gain=0.000138697 0.000629276 0.000582764 0.000365505 0.000121692 0.000330107 0.000765803 0.00116883 0.00996702 0.00346485 0.00307273 0.00186394 0.000995677 0.000688037 0.00087099 0.00198276 0.0237626 0.00152599 0.00135385 0.000845292 0.000443608 0.000709943 0.00197212 0.0203424 0.00126101 0.000476676 0.0004871 0.000430636 0.000509711 0.000591365
threshold=6.355148487000001 84.92839234085001 3.6650856341500009 194.75204781875001 0.048475000000000011 24.277136467000002 169.76344673365003 0.080545000000000019 108.79383516485002 0.076835000000000028 -0.078164999999999998 16.564961263900003 104.04332964835001 24.775165158000004 184.89106522365003 22.644947046300004 199.05253715360001 30.054399297400007 192.00947391610003 109.34496908160001 140.76381847615002 4.7516206878500009 22.544947280100004 22.744024947450004 5.1836832807500004 136.64906039505004 6.4653354687000002 201.80971861865004 10.899813468900001 0.10307000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 20 -7 8 10 -10 11 12 -8 14 -9 16 17 18 -16 -15 27 22 -22 -24 -23 -26 -27 28 29 -2
right_child=4 2 -4 -5 -6 6 7 13 9 -11 -12 -13 -14 19 15 -17 -18 -19 -20 -21 21 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.088750879641105784 0.00047137369669384831 -0.020209854434992808 0.062987907178914671 -0.019342147850027937 0.0003252578423990242 0.074073559020232965 -0.021213957483141994 -0.00036970432000062441 -0.023000168686924612 0.081412060713454873 -0.10025964329312867 -0.10001644234892747 0.10001909346208576 -0.00041847924733330686 -0.084223347663994461 0.00043762196341432533 -0.0022104847090743526 -0.10065818747754358 -0.037285312712456713 0.0038678151731690717 -9.659049147302113e-05 0.0047486151691046741 -0.071035332647021929 -0.0015168892481786894 -0.0031583928716547279 -0.0030447294377762904 3.8027049149830026e-05 0.0033316164580447847 0.003305424182588361 -0.0022170959067488488
leaf_weight=0.0012463421052169325 9.665603048118987 0.0019802265214904878 0.0014646176136727529 0.001939074463284951 9.206732917145187 0.0013677960049073281 0.0012024774232770588 1.4990686755904792 0.005085524735477521 0.0084740800675717765 0.011810983530743502 0.0012533949810631384 0.0015515671693719923 3.0881633651712037 0.013499365755080595 0.50284881514221524 0.51363733659491118 0.018767740869179761 0.011279481950623449 0.54063685044184229 1.5460553899207234 0.53405526256898284 0.045619699763847055 0.54435316154676627 0.52529764325254547 0.53416354030464219 12.670117579632846 0.52523131982689619 0.57329997631791663 0.89383451248991797
leaf_count=217 622 423 135 150 599 141 53 18 21 43 66 25 3 602 23 22 99 77 21 64 209 25 39 143 41 69 473 60 79 71
internal_value=2.66178e-07 -0.014462 0.0151627 -0.0464994 2.47137e-06 -8.42302e-05 -0.000743416 -0.000759876 -0.0206591 0.0422523 -0.074587 0.00107723 0.047086 -0.000665401 -0.00192106 -0.00411495 -0.00822356 -0.0791485 -0.0628569 0.000220114 6.18707e-05 -0.000273379 -0.0019736 -0.00689241 -1.87645e-05 -0.000204207 -8.66822e-05 0.000533477 0.000401464 0.0002438
internal_weight=43.4896 0.00663026 0.00344484 0.00318542 43.483 34.2763 6.21865 6.21728 0.029378 0.0135596 0.0158184 0.00400744 0.00275404 6.1879 2.5591 1.06003 0.557184 0.0435466 0.0247788 3.6288 28.0576 16.3997 2.13603 0.589973 14.2636 13.7296 13.2043 11.658 11.1327 10.5594
internal_count=4633 925 558 367 3708 3109 1278 1137 211 64 147 81 56 926 260 242 220 121 44 666 1831 999 391 182 608 583 542 832 772 693
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=15 21 16 23 12 22 16 18 5 3 5 10 18 23 15 19 22 20 12 13 20 18 22 10 15 22 21 13 13 3
split_gain=0.000120292 0.000548615 0.000164398 0.000976001 0.00104011 0.00056902 0.00043465 0.000781592 0.000322401 0.00245517 0.000422254 0.000325914 0.000321542 0.00996565 0.00616955 0.00412427 0.00296727 0.00221581 0.00043207 0.000400524 0.000299796 0.000982042 0.000284291 0.000244284 0.000238911 0.00023251 0.00055429 0.0083962 0.00249875 0.00572881
threshold=46.435439118750004 15.294585115650001 22.624947093000003 -0.27651499999999996 151.57463967635002 -0.096559999999999993 22.614947116400003 13.531614672700002 21.556055031700001 93.394346993650018 20.743195000100005 61.966271448700006 13.304953393500002 0.091705000000000023 36.548474543700003 14.351157895250003 -0.087660000000000002 32.724174661450007 66.834523482800009 117.48293184245001 41.32819714970001 13.1052958007 -0.053874999999999999 61.987779113750001 42.629181320700006 -0.095854999999999996 9.1670574189500034 117.46680109370001 113.62230596715001 86.821066864700015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 12 -8 10 -10 22 -12 13 19 15 16 -15 -14 -19 -5 24 -22 -7 -20 -11 26 -25 28 29 -28
right_child=1 -3 5 6 -6 8 7 -9 9 20 11 -13 17 14 -16 -17 -18 18 23 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.10004948059142041 -0.0034430339854720016 0.0005091081260863127 -0.002809074502502883 -0.0012368417261767351 -0.00062565961707346295 0.0021170225684094589 -0.0033998656683854977 0.00050119989011250489 0.0072843182823588582 -0.00085306446668686337 -5.7257005756127174e-05 -0.0023621011348361923 -0.10007499753364979 0.010618869384989172 0.06550236962940291 0.054799874773399294 -0.10024642361317547 0.052178949755538384 -0.0022093691616213418 0.0021480491127403014 0.0049923891970478189 -0.00029029357742598166 -4.3145706452915753e-05 0.0007610395052197092 0.00070588855420832474 -0.00019214026044308115 -0.066501074527599971 0.00025622743076118517 -0.095756930801840029 0.076161133533169806
leaf_weight=0.0020176008658477759 0.53864264366881442 1.0095425049167088 0.54352684424384179 1.020893939454327 0.0021989973954241876 1.0235839194356233 1.048302617920853 1.0068787226524873 0.56331916631370393 2.0669881673297827 1.5102523394161838 1.0332378502353092 0.0022152015854491882 0.0044665513369182 0.038057148540246999 0.0062540077015000852 0.0052538342243976252 0.0015833967481800873 0.51851125215637495 0.53160609120566737 0.53633075182500523 1.0233485933799924 1.5050423504126209 6.1209834378190333 1.874564057041425 19.412181666159036 0.011829719572415409 0.50118175673014775 0.01047809552005674 0.0036936754888756704
leaf_count=98 187 20 90 495 101 40 36 36 68 39 16 39 150 28 38 10 20 5 34 80 39 38 16 896 30 1543 397 6 13 25
internal_value=-2.82233e-07 -0.000865916 3.16806e-05 -9.13646e-05 -0.048199 0.000350335 -8.46575e-05 -0.00148865 0.00050453 0.000996588 -8.38054e-05 -0.00099355 1.77028e-05 0.00139153 0.0436098 -0.00854677 -0.0493034 -6.53249e-05 -5.69901e-05 -7.77895e-05 0.000352732 0.00152628 0.000831287 -6.0102e-05 -0.000111642 -1.7339e-05 0.000493069 -0.00261827 -0.0580246 -0.0325557
internal_weight=43.477 1.54819 41.9288 30.2486 0.0042166 11.6802 30.2444 2.05518 11.1367 6.06455 5.07212 2.54349 28.1892 1.60653 0.0540315 0.0159744 0.00972039 26.5827 26.5804 1.5525 5.50123 1.55968 2.52863 26.5789 3.94155 26.0603 6.64817 0.527183 0.0260015 0.0155234
internal_count=4633 207 4426 4011 199 415 3812 72 325 214 111 55 3740 671 96 58 48 3069 2919 575 146 77 56 2914 69 2880 1337 441 435 422
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=20 2 21 23 21 13 9 6 19 16 17 10 0 23 6 22 9 9 9 9 18 10 13 2 4 22 18 22 2 6
split_gain=0.000123821 0.00496297 0.00246999 0.0172317 0.0102866 0.00427106 0.0028134 0.00273317 0.00259336 0.00192129 0.0029794 0.00122629 0.00366062 0.00101957 0.000406944 0.00244665 0.0269889 0.000577205 0.00127885 0.00425552 0.000418452 0.000868903 0.000334526 0.000330194 0.0139794 0.0082417 0.0180737 0.000473359 0.000412473 0.00109338
threshold=41.489621506400006 62.357017394150006 2.0976681454000006 0.087475000000000011 2.2933574171000006 117.45067034490002 202.70031010240004 15.205355270700002 12.451004585100002 22.624947093000003 194.36188291790003 62.165217350350012 86.780739992750014 -0.55393499999999996 16.465384711100004 -0.081984999999999988 205.73475031020004 199.17419511990002 191.96565807215003 190.07378137140003 13.344136431100003 62.00390986255001 117.60122400020002 189.32640726775003 296.43037955425007 -0.025719999999999996 13.531614672700002 -0.074029999999999999 172.27786944220003 16.355382140900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 7 -4 6 -5 8 -3 10 -9 12 -12 -1 20 22 17 18 19 -17 21 -6 -16 28 25 26 -25 -26 -15 -30
right_child=1 2 4 5 14 -7 -8 9 -10 -11 11 -13 -14 23 15 16 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.088021848235423555 0.060712011179990005 0.055939685116506647 0.092272542696775317 0.062269977128721399 -0.001055219068861859 -0.094589897570876103 -0.069901123284927175 -0.058949619946181822 -0.10007364946226185 0.095144880529546852 0.10000141205906453 0.10008903600858027 -0.10012707959125788 0.00012506781655829478 -0.00057649289242444376 -0.082820044635298046 -0.0001133503602174846 -0.061468626125434578 -0.10038360145542442 0.070632438466763148 -0.00017683568861013522 0.0046786257778068238 0.0021778842056386638 -0.082190977642893806 -0.0025781679956409015 0.08950454070418648 0.071611486673746089 0.00071961556238182899 -0.0052141183472146878 1.5388377285415077e-05
leaf_weight=0.0013197070651561607 0.013355323884746251 0.0019407608092850684 0.012019775257477217 0.0033042737239634681 0.51214210023930984 0.022252835204994881 0.0031417898725454307 0.0027518064790683647 0.0023624172318932324 0.0081600741541478783 0.0023228501377161592 0.004070534894708544 0.001506909029558301 22.344888850879734 2.5249314641252174 0.012682174218959008 0.50236143662740318 0.020228288759653879 0.018532325887917978 0.0021075139412687358 11.174098259440971 0.54610470366294095 0.53424077486974342 0.012073887283904128 0.52511224593514594 0.027253270981654754 0.020807924296775582 2.5436390705328442 0.5410187900381368 1.531779294376747
leaf_count=28 31 60 17 29 58 43 16 21 27 19 56 2 2 1308 177 136 32 15 21 6 1397 194 73 22 358 21 35 249 129 51
internal_value=-2.82306e-07 -0.000222255 -0.000273401 -0.0220713 -0.000202185 -0.0738269 -0.00214978 0.0421859 -0.0297106 0.0586319 0.030661 0.0618739 0.0212561 0.000128033 -0.000272324 -0.00120447 -0.00730722 -0.0747937 -0.0828828 -0.0609532 3.15705e-06 0.00190371 -9.54802e-05 0.000123823 0.001091 0.0488403 0.0151367 0.000155312 -1.12129e-07 -0.00134956
internal_weight=43.4725 15.9246 15.9113 0.0518143 15.8594 0.0286989 0.00644606 0.0231154 0.00430318 0.0188122 0.0106521 0.00790029 0.00382976 27.5479 15.8474 3.61508 0.555912 0.0535503 0.033322 0.0147897 12.2323 1.05825 3.05917 27.5466 3.12889 0.0601351 0.0328818 3.06875 24.4177 2.0728
internal_count=4633 2432 2401 275 2126 88 45 187 87 100 81 60 58 2201 2109 460 210 178 163 142 1649 252 250 2173 685 78 57 607 1488 180
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=22 2 17 9 12 10 6 4 23 9 21 17 21 20 15 14 3 22 12 18 22 23 9 22 16 17 13 6 5 20
split_gain=0.000117879 0.000713115 0.000324806 0.00431246 0.00654867 0.00627792 0.00424874 0.00336688 0.00175821 0.00143294 0.00122549 0.000911389 0.00107379 0.00142013 0.000529058 0.00049304 0.000421427 0.000267165 0.000232118 0.000717891 0.017773 0.00756591 0.00494385 0.00444466 0.00376703 0.00277518 0.00232248 0.00186589 0.00116006 0.000879361
threshold=0.048475000000000011 45.979371440700014 205.09306577200002 220.34006501145004 174.98083315150004 62.678712853250012 15.975373262050001 270.14719820550005 0.090850000000000028 208.34925031750001 1.0000000180025095e-35 206.35686538205002 5.6808520270500003 41.037275035300006 26.243701454300005 243.11725288025005 91.996348765800022 0.055540000000000013 147.73915704645003 13.988302431200003 -0.082654999999999992 0.078095000000000012 213.03443802080002 -0.057599999999999998 15.839962959300001 190.68993848360003 101.03763345850001 13.500315432750002 13.477720021600001 45.044778924400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 4 15 16 7 -7 11 10 -10 -9 13 -13 -14 -4 -6 -2 -3 -20 24 23 -23 -22 25 27 29 28 -21 -27
right_child=17 2 3 -5 5 6 -8 8 9 -11 -12 12 14 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.046196606433748705 0.0025349925728300592 0.00023824969352880221 -0.1000742075202013 0.00020452244322951633 -0.052396940130579633 -0.10006362607460587 0.07020801875078661 0.095412704803221143 0.096766225124167299 -0.089102507096774378 -0.043626543132193309 0.043149246425740813 0.013908124233141392 -0.10002303438301281 0.097484902592374342 -0.050251618837893801 -0.099423157686957322 0.00018652819369504824 -0.00017443075184092938 -0.04748634094422035 -0.062722337939062497 -0.094329963561498864 -0.0090436394006700432 0.083777026871676916 -0.0001345007894506075 -0.086207877053672666 0.083716538822808842 -0.1000425529380302 0.053717866147114227 0.031672050696695236
leaf_weight=0.0033288037539013207 0.51299430869665386 15.24010840271186 0.010833844240047762 0.50953371749937182 0.0029107569389452692 0.0035794865308389481 0.009317028487657808 0.0020986169194618671 0.0010934601516833153 0.0025628629920215751 0.0014413045850927286 0.0014243221465358863 0.0013896810005624705 0.0013489383065916627 0.0016647317647890958 0.0024321268572578001 0.0055186758036143146 8.6931477490575073 17.849369515738712 0.0017027865065118294 0.0034459871975514034 0.034103073722490836 0.0084886416865874725 0.0051899327540948989 0.53009944447597812 0.0011394201004322905 0.012565159105918156 0.0017437748981954382 0.0033825269526222002 0.0014233622362276321
leaf_count=22 93 1355 80 157 16 22 21 13 8 29 37 66 71 45 11 27 38 725 855 171 8 176 35 39 189 116 28 14 53 113
internal_value=-2.87044e-07 -8.56686e-05 -9.01669e-05 -0.00248494 -0.0312647 -0.00821807 0.0161614 -0.014167 0.00944076 -0.0363751 0.0169368 0.0389063 0.0185576 -0.026491 0.0594596 -0.0909399 -0.0831846 0.000317392 -5.05664e-05 -0.000289101 -0.00368184 -0.0600272 -0.0773322 0.0253195 0.00154669 0.0421349 0.0660212 -0.0107787 0.0198302 -0.0207377
internal_weight=43.4594 34.2532 34.2499 0.55715 0.0476158 0.0343499 0.0259204 0.0166034 0.0130239 0.00509763 0.00253476 0.00792629 0.00582767 0.00277326 0.00305441 0.013266 0.00842943 9.20614 33.6928 18.4527 0.603284 0.0512276 0.0425917 0.00863592 0.552056 0.021957 0.0151279 0.00682909 0.00508531 0.00256278
internal_count=4633 3815 3793 641 484 377 323 302 280 74 45 206 193 111 82 107 54 818 3152 1797 942 258 211 47 684 495 257 238 224 229
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=23 23 3 6 2 17 17 14 14 22 13 18 21 22 6 15 20 21 21 21 22 21 5 21 7 21 13 22 13 21
split_gain=0.000117539 0.000429131 0.00125455 0.000401538 0.0068578 0.00546329 0.00110286 0.00103702 0.0011731 0.00083252 0.00528457 0.00254486 0.00211519 0.00141273 0.0007914 0.000714221 0.000521282 0.000260516 0.00133867 0.000813809 0.000812844 0.00981698 0.0104356 0.0124492 0.00518218 0.00461147 0.000629203 0.000430776 0.000945083 0.000454893
threshold=0.090465000000000031 0.088565000000000019 83.613736315050019 16.565387047600002 153.89888490650003 183.58889821140002 162.43086425485004 129.42733769190002 142.92771580715001 -0.22754499999999997 117.28936285705002 14.349689277800001 1.8364927951500001 -0.24150999999999997 13.665319288000001 42.33967733730001 41.32819714970001 5.2921303083500009 4.5589219677500008 5.7892729308500011 -0.094409999999999994 12.489184206400003 21.482549112100006 8.5683096188500016 24.227986230350002 7.961078016750001 117.71413924170001 -0.094409999999999994 117.51519334005 3.4893684343500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 -1 -9 10 11 13 -13 -10 -14 -12 -8 18 27 26 21 22 23 24 -21 -26 -19 28 -2 -29
right_child=17 2 -4 4 -6 -7 16 8 9 -11 15 12 14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.077702190856423034 0.0050244196020533712 -5.5128181596985446e-05 -0.0056672769393511097 0.037272698148542213 0.00039588883442641718 0.085336571525283192 -0.10003399386212808 0.10001993598276343 -0.10007905792060193 -0.0001143637918871738 0.099719857904007322 -0.10002303691961417 0.0013395768291527025 -0.0076297696832110622 0.09331671362115096 0.043137493895672618 -0.013372490034852883 -0.0051794949310799377 0.005438692009812081 0.096144990210744588 0.00030508982465524462 0.00068861107272720121 -0.088723038398442033 -0.091943969524572622 -0.090069299533775987 0.070482367679690988 -0.00024027241269219948 8.4929771689091954e-05 0.00017788448107290098 -0.0030483445293021626
leaf_weight=0.0017216109372445434 0.54808442604492169 1.505490157430172 0.54161551758516524 0.0013232112056636982 0.51385498362372051 0.016487879503984004 0.0021112985736024825 0.001170519215523024 0.0041823251646908588 19.851254991055775 0.0054603352025992535 0.0010134236245089145 0.0014363531137897567 0.0027330736101413445 0.0026827059234975081 0.0037718709235718961 0.0010340437405211844 0.53182404003095729 0.54176022787821043 0.010149154215238321 12.253549602841083 0.51167945324381869 0.026613688067641306 0.0095718362010384084 0.0038183303630855417 0.003366118171470589 0.50076334046781312 4.0136890779554024 1.5132151561766134 0.5238253577078299
leaf_count=7 203 103 111 84 146 21 182 2 134 2013 7 91 116 138 11 42 57 41 49 10 411 75 38 59 37 9 6 334 31 65
internal_value=-6.62493e-07 -0.000159681 -0.00153997 -2.12407e-05 0.0026827 0.0587557 -0.0393214 -9.39988e-05 -8.72758e-05 -9.31722e-05 0.0196755 -0.0239475 0.0294009 -0.0635417 0.0612435 0.0766028 -0.0715437 0.000169457 0.000660105 -8.348e-05 0.000134068 -0.00357369 -0.0443242 -0.000406782 0.0501412 -0.0148463 -0.00278417 0.000267785 0.00146654 -0.000276786
internal_weight=43.4493 22.4573 2.04711 20.4102 0.534811 0.0209564 0.00446855 19.8754 19.8737 19.8725 0.0212801 0.0120479 0.00513248 0.0069154 0.00411906 0.00923221 0.00314534 20.9919 7.14057 13.8513 12.8187 0.565199 0.0535191 0.0269054 0.0173336 0.00718445 1.03259 6.59881 2.0613 4.53751
internal_count=4633 3265 214 3051 490 344 323 2561 2554 2552 539 490 218 272 127 49 239 1368 682 686 639 228 153 115 56 46 47 633 234 399
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=6 20 15 22 9 10 13 12 23 16 10 10 15 20 20 15 12 19 15 18 16 10 0 21 9 9 17 16 20 22
split_gain=0.000119593 0.0017446 0.00107244 0.000846526 0.000966014 0.000819761 0.000851228 0.000639306 0.000459175 0.000104891 0.00444012 0.0211192 0.0134208 0.00856755 0.00738529 0.00713648 0.00282133 0.00123478 0.00115447 0.00093462 0.000601142 0.000550765 0.000302867 0.000201666 0.000196395 0.00200093 0.000328319 0.000703693 0.00104127 0.000484317
threshold=9.3002172980500024 40.722669576350008 26.912781836550003 0.20852500000000004 182.80199813410005 80.677940036650014 92.146902421150017 261.40539695100006 0.086955000000000018 18.634956423400002 74.757955233350017 71.053259929650025 29.326787846200002 43.61821939175001 43.663128814500006 27.063546193350003 136.74425218030004 12.851036860900001 19.198394745150004 14.032563378150002 18.734956189500004 68.20618276945001 90.189704902150012 1.9176293050000004 204.68881850780005 202.38851837455002 196.58703564235003 22.544947280100004 43.084051236300006 -0.080234999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 -3 10 11 12 15 19 -15 17 -14 18 -2 -13 -11 -19 -20 -12 25 -22 29 -28 -29 -26
right_child=9 2 -4 -5 -6 6 -8 -9 -10 20 23 13 16 14 -16 -17 -18 21 22 -21 24 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.086947306622197629 -0.054962442199039632 -0.088140560734367712 0.072470551161515101 0.05605061383280957 -0.10001347525905163 -0.065405183261505226 0.084518376533345096 0.032834348837777326 -0.00065327579004597334 0.0034107968512186986 -0.0019997395767708238 -0.047335345388811088 0.054467584898877812 0.10016244215001879 -0.092347267183441439 0.093280255305658505 -0.10009248706938999 -0.0098428432301444907 0.024039320108981195 -0.10021951633680835 1.3517231954891405e-05 -0.10008285243170344 0.096673776194789132 2.5566587922221129e-05 0.00014415097461717202 -0.0059859712570660625 0.00033980995690409231 0.0061821652414790311 -0.00010101605156741041 -0.0033036759332485417
leaf_weight=0.0016894729318130417 0.0014637091016846951 0.0011908525221682176 0.0030999466055732236 0.0025122069266361189 0.0010478026414381669 0.001087473874652245 0.0016838467855251338 0.0016947912554763356 0.001208935854435822 0.53165387174521228 0.52343550020152108 0.0037567559184026314 0.0014009926807290185 0.0047597498632967472 0.0034280257334931008 0.021408434786580166 0.0075221130688021276 0.0010005714696449397 0.0012054026600816226 0.030256547947374202 24.466749385383221 0.0020872164539014193 0.0010960759932459041 8.0951039433041512 2.0251973795223539 0.5688336062748921 5.5692458301629699 0.54743031450199431 0.50899285795640026 0.51001876401701718
leaf_count=434 159 169 39 35 127 126 37 198 29 68 222 12 12 1 145 41 89 154 215 122 1122 8 7 554 60 98 149 120 21 60
internal_value=-6.28117e-07 0.00886348 0.0208309 0.00547685 -0.0105778 0.00307094 0.0283999 -0.00556347 -0.0440673 -3.73387e-06 -0.00031428 -0.0238559 0.0310918 -0.0722717 0.0195632 0.0648492 -0.0758254 -0.0239682 0.014472 -0.0943785 7.40448e-05 -0.0708413 0.0586314 -9.74377e-05 2.21681e-05 -0.000122797 0.000418341 0.000788656 0.00315488 -0.000549461
internal_weight=43.4413 0.0152153 0.0135259 0.0104259 0.0079137 0.0068659 0.00446611 0.00278227 0.00239979 43.426 8.69793 0.0793856 0.0371845 0.0422011 0.00818778 0.0282614 0.00892311 0.00685298 0.00376519 0.0340133 34.7281 0.00308779 0.00230148 8.61854 34.1965 25.0356 9.16089 6.62567 1.05642 2.53522
internal_count=4633 1194 760 721 686 559 361 324 198 3439 1741 965 685 280 146 584 101 543 381 134 1698 162 222 776 1630 1220 410 290 141 120
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=5 12 6 18 20 15 22 15 21 20 22 6 16 22 12 6 23 8 8 22 18 9 5 8 17 5 18 22 22 20
split_gain=0.00013452 0.000516835 0.000437602 0.000405094 0.000315633 0.000239773 0.000750311 0.000536639 0.000257694 0.000253197 0.000222581 0.000373004 0.00353215 0.00485781 0.00226804 0.00109996 0.00107176 0.0145237 0.00655906 0.0109269 0.00152292 0.00144858 0.000907779 0.000537049 0.00044642 0.000537894 0.000336758 0.000326332 0.000751658 0.000859315
threshold=23.714185006400005 58.770113158150004 16.405383309150004 13.602243858600003 41.529896397300007 41.29990759910001 -0.06828999999999999 40.726271367500011 6.4178488307500006 41.319407281650008 -0.099379999999999996 16.445384243750002 15.124964631250002 -0.10434500000000001 157.18216850795002 14.605341251450001 -0.085394999999999999 8.7431769115000026 8.3434888241000014 -0.11534 13.602243858600003 201.16241229375001 14.252017113900001 8.4434108459500017 194.19264200700002 13.477720021600001 14.693728290050002 -0.08158 -0.085550000000000001 42.527280425250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 8 10 -7 -10 11 12 13 14 22 -14 -17 18 19 20 -18 -20 -3 24 25 -16 -27 28 29 -12
right_child=2 5 3 -5 -6 6 -8 -9 9 -11 27 -13 15 -15 23 16 17 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.062478369436704574 -0.0032042854030247116 0.0078199498572612582 -0.00016269188026922596 0.0024477123345727214 -0.0028003273684987697 -0.001134967605041441 0.0039936927733416486 -0.0031228383923480297 -0.00022049101745647156 0.0016076905342173053 4.3364292475352599e-05 -6.7173897362163393e-05 -0.00060591800995624524 0.096210706208418428 -0.020237923294635071 0.00020003972000247553 0.097611298985842365 0.00061799499197298744 0.048970133672615303 -0.10012606696812183 0.025405683472220466 0.082737381437050228 -0.10003030102235566 0.088187252362925461 -0.024159577843252886 0.014134406854794453 0.076251132875563815 7.1832950489529598e-05 -0.00425796338901993 -0.0041854392512147807
leaf_weight=0.0013266251480662508 0.53060894793709756 0.0011371143272217729 3.4020291808803744 0.52321580263630085 0.52349461687676102 1.0207645550593154 0.61280356621523324 0.55267204520214264 1.5011576838996918 1.5293676844091235 4.5643632299402626 4.0366608479505146 1.5161962387103467 0.0093104398455458592 0.0013807743209314043 0.50548581387116087 0.0052315837363039464 0.50896401976388006 0.022983547802141402 0.0070238119087659969 0.0066138323828681678 0.028405964577345344 0.0024880879908215081 0.0012820223534220077 0.0018614366365232622 0.0014001244493244691 0.0023172120664689544 20.913630863059158 0.56109402136677822 0.53706776205377149
leaf_count=11 149 142 366 59 366 53 82 63 14 33 193 88 449 15 172 20 80 14 28 19 19 33 52 6 301 77 25 1440 147 117
internal_value=-7.55764e-07 6.25739e-05 -0.000489819 -0.00016606 -0.000514438 6.04205e-05 0.000732527 -3.23581e-05 0.000239238 0.000702109 1.90343e-05 0.000536042 0.00146469 0.0421394 -0.000283947 0.0011335 0.00356485 0.0065013 0.0491208 -0.00130244 0.0572956 0.0676353 -0.066201 0.0287108 0.0177547 0.0330585 0.052855 -0.000110504 -0.000783935 -0.000401835
internal_weight=43.4323 38.453 4.97935 4.44874 3.92552 38.4517 4.66409 33.7876 4.05129 3.03053 33.2349 6.65874 2.62208 0.0211772 0.0118668 2.6009 1.08471 0.579223 0.0702587 0.0188692 0.0118454 0.0513895 0.0036252 0.00824157 0.00695955 0.00509811 0.00371734 26.5762 5.66253 5.10143
internal_count=4633 3693 940 791 732 3682 182 3500 100 47 3437 1540 1452 790 775 662 213 193 179 118 99 61 194 581 575 274 102 1897 457 310
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=20 8 20 21 17 14 4 9 15 9 15 16 15 15 15 9 22 12 22 2 22 2 3 12 4 2 14 21 21 18
split_gain=0.000114448 0.00242391 0.00238521 0.00113708 0.00172 0.00059326 0.000241078 0.00022272 0.000875667 0.000675539 0.000264771 0.000476254 0.000316353 0.000265225 0.000301616 0.000520148 0.000120237 0.00064081 0.000384194 0.00144576 0.00118096 0.00367092 0.00872009 0.00659277 0.00301099 0.00117863 0.000309614 0.000508852 0.00030015 0.000822113
threshold=43.895345911700005 8.4434108459500017 44.952171034750002 9.5763142249000008 194.19264200700002 191.17384941700001 290.13641166820008 74.737174262250008 32.355961258350007 68.485639882850009 12.38011581135 13.534968349350001 17.319441631400004 20.734744936600006 26.564181852100003 45.966522647400005 -0.036264999999999999 66.834523482800009 -0.053874999999999999 77.002902305750027 -0.064729999999999996 71.708303056200009 86.821066864700015 94.177001085000015 147.36370056065002 85.298498744850022 198.10234588415003 7.961078016750001 12.489184206400003 13.304953393500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 4 5 -2 -5 8 9 10 -4 -12 -13 -14 15 -15 17 -1 20 -20 21 22 -19 -23 -24 -21 27 -25 29 -28
right_child=1 -3 7 6 -6 -7 -8 -9 -10 -11 11 12 13 14 -16 -17 -18 18 19 25 -22 23 24 26 -26 -27 28 -29 -30 -31
leaf_value=0.048609778714921899 -0.10005242422466146 0.044666927659477405 0.028050177709173521 -0.10011601525170905 0.055355984391071811 -0.0060581775446643654 -0.051341480469336988 0.00099212123646133955 0.092627740427806513 0.067110898641001421 -0.055365509544296254 0.051963519103375738 -0.051861947499300065 -0.027715934657370295 -0.042463522787182253 0.059750226024815202 0.00022392729835539948 -0.10016850043621883 -5.5808883759767002e-06 -0.00069751337706208162 0.004469451522743916 0.097636620600572377 -0.039745460639691373 0.00021386744095978831 0.037858669281702798 -0.0073888225380501424 -0.0032428451935497624 0.0033138062079365958 0.00041486226295130575 -0.00032123553898614999
leaf_weight=0.0026967919479748961 0.0018063865766557718 0.012671618097215287 0.0020470646408941038 0.0031646335048591823 0.0020163581480119319 0.0010688056115272238 0.0014907407427957597 0.50396060759688588 0.0012858259817107873 0.0015446278025414992 0.0019375256360678605 0.0010352722016335747 0.001110089947808035 0.0012211825217083305 0.0010292201667319034 0.001533929890086938 13.846514348220344 0.012285106659340239 3.5161702593031881 0.49937480651715305 0.58194477574990244 0.0069076015687902217 0.0084472681684815143 7.4428779085839842 0.01225006184540689 0.55670240444893637 1.0581021087675306 0.57008203750172004 4.0449166901076756 10.731055926410825
leaf_count=20 74 27 161 35 23 174 26 48 6 99 153 51 44 107 49 51 1079 93 19 7 116 22 31 375 18 69 222 82 181 1171
internal_value=-3.66745e-07 0.00144784 0.000407166 -0.0491214 -0.0154534 -0.0651116 -0.0844975 0.00132228 0.0143777 0.00559712 -0.00398662 -0.0123227 0.00174159 -0.00888139 0.00372645 0.0209815 -1.85637e-05 -0.00013417 -0.000138697 -0.000980113 1.85303e-05 -8.99052e-05 -0.0334284 -4.38087e-05 0.00618585 -0.00422478 -7.21031e-05 0.000434413 -0.000328429 -0.000583456
internal_weight=43.4293 0.538924 0.526252 0.00954692 0.00489155 0.00287519 0.00465537 0.516705 0.0127447 0.0114589 0.00991429 0.00786722 0.00592969 0.00489442 0.00378433 0.00275511 42.8903 29.0438 29.0411 4.57225 24.4689 23.8869 0.0329824 23.8539 0.0206973 1.05608 23.847 8.01296 15.8341 11.7892
internal_count=4633 1128 1101 332 271 248 61 769 721 715 616 455 302 251 207 158 3505 2426 2406 95 2311 2195 142 2053 49 76 2031 457 1574 1393
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=2 20 13 23 10 6 8 0 18 17 3 13 14 20 22 20 23 6 15 18 5 20 7 6 21 13 15 2 3 6
split_gain=0.000128259 0.000245898 0.000236229 0.00116744 0.000951678 0.000778422 0.00130327 0.000758929 0.000637459 0.000522697 0.000575449 0.000514582 0.000138732 0.000621008 0.00571468 0.00159695 0.00251043 0.000487319 0.000482105 0.000418479 0.000576296 0.000498553 0.000245376 0.000770507 0.00317302 0.0286584 0.00363218 0.00937503 0.000610006 0.000529452
threshold=60.643165405350004 38.396531328800009 97.873318238950006 0.095830000000000012 82.299080289250014 13.185308072600002 7.1444245619500011 113.1679565431 15.734606181450003 243.29790314680005 69.085308578100012 95.636521074450016 170.02574192850003 34.515670600900002 0.15915000000000004 33.036871954450007 0.090665000000000009 14.285333774550002 31.028113015250003 13.758874730250001 20.389142059250002 36.654713368950006 23.109894804950002 16.525386113000007 11.007427546000001 117.55820867010002 42.629181320700006 166.17270395525003 93.776108048150022 16.545386580300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 7 9 11 10 -6 -2 17 14 15 16 -14 -4 -17 20 -19 -21 23 24 25 -15 -27 -28 -26 -25
right_child=2 -3 12 -5 5 -7 -8 -9 -10 -11 -12 -13 13 22 -16 18 -18 19 -20 21 -22 -23 -24 29 28 26 27 -29 -30 -31
leaf_value=-0.00012488932855631298 -0.047349558440814545 -0.0026316133574708902 0.0034564220416285849 -0.085404685305093792 0.078268989848498838 0.090958961749970355 -0.100009057265788 -0.031315756362838391 -0.09038227741740737 0.094952946809708449 -0.011581755225368555 0.034261437231710448 0.080283228087179401 -0.00064125508289111332 -0.10014422737771994 0.050630377427515007 -0.10008731537821786 0.0038272994207602207 0.10002104240644097 0.00069847383461904946 0.00010483457613441813 -0.00369384428322714 8.772305292063249e-05 0.0033054054772366872 -0.0010228103805647118 -0.083705347491911053 0.053310514893967979 -0.10024131545978543 0.0029105776528260373 -0.00014199848337642057
leaf_weight=1.5089326001188821 0.0017927731552043339 0.5283519930364301 0.51948550828175566 0.0019156908866849601 0.0011267269653743315 0.0012462191693884961 0.0010100917726408865 0.0018647662889690253 0.0015576662184599854 0.0014120382006694854 0.0019402210901048114 0.0013577191599258853 0.0015995307606065942 0.54015944921559356 0.003055679507070864 0.0035771507658637347 0.0014908631059782351 0.52279912014273655 0.0044160772595205344 0.51203240518225335 2.0338954247521288 0.52173215011209351 31.097108213090269 0.52469036327309515 1.5392859971793984 0.0500192593385691 0.0074221586619387372 0.0085639867855320517 0.53004251016579917 2.9514884095567129
leaf_count=57 153 83 24 176 58 9 288 368 77 15 191 83 64 273 17 34 15 47 16 16 147 82 1591 33 110 26 13 53 70 444
internal_value=-3.76067e-07 -0.000774986 3.77533e-05 -0.0124167 -0.0019102 0.0178759 0.00549086 0.0222892 -0.038052 0.0446069 0.0214274 -0.0121789 4.23361e-05 -1.84787e-05 0.0209348 0.0543155 -0.00673085 0.000593715 0.0779176 0.000179524 0.000866013 -0.00151829 -2.64323e-05 -0.000603495 -0.00187917 -0.00824206 -0.0704437 -0.0289492 -1.53034e-05 0.000378349
internal_weight=43.4254 2.03728 41.3881 0.0152239 0.0133082 0.00860006 0.00735384 0.00634375 0.00470816 0.00447899 0.00306695 0.00315049 41.3729 37.2629 0.0141393 0.0110836 0.00309039 4.10994 0.00799323 3.59046 2.55669 1.03376 37.2488 6.15167 2.67549 0.606165 0.0660054 0.0159861 2.06933 3.47618
internal_count=4633 140 4493 1418 1242 929 920 632 313 264 249 236 3075 2759 146 129 79 316 50 292 194 98 2613 1022 545 365 92 66 180 477
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=5 12 23 17 18 18 5 20 0 0 3 16 17 21 7 20 23 23 21 10 6 20 23 19 22 23 14 4 22 22
split_gain=0.000108038 0.00041465 0.000394886 0.000459627 0.00050871 0.000268695 0.000240098 0.000561501 0.000162252 0.00136409 0.000606624 0.00030515 0.000658736 0.000648323 0.00105904 0.000487074 0.00250995 0.00166221 0.000289092 0.000212987 0.000190936 0.00129168 0.0016826 0.000814979 0.000598128 0.00112886 0.000498457 0.00187904 0.00108797 0.00137292
threshold=23.714185006400005 58.770113158150004 0.11071500000000002 199.05253715360001 13.360173059150002 13.278511569200001 23.195398057700004 43.131467368600006 85.799452775150016 85.968825637350008 93.883646373400012 22.624947093000003 162.43086425485004 6.2486180938500011 22.626138143200006 32.724174661450007 0.088565000000000019 -0.27651499999999996 15.004713615700002 62.057679025150001 16.455384477450004 34.424709467050008 0.10020000000000003 13.551093343600002 -0.085550000000000001 0.085715000000000027 144.12207640715005 143.58239362595003 -0.63026499999999996 -0.16533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 8 -8 10 -10 -3 12 -11 14 -13 16 -14 -17 20 -15 21 22 23 -19 -22 -26 -23 -28 -29 -30
right_child=2 6 -4 -5 -6 -7 7 -9 9 11 -12 13 15 19 -16 17 -18 18 -20 -21 24 26 -24 -25 25 -27 27 28 29 -31
leaf_value=0.058165060336669509 -0.00063801269990965668 0.0021147438882346647 -0.0030387041818309159 0.0026360238697382046 -0.0033906923121447483 0.0013038369384248336 0.0037745301648798649 -0.0008634019407377496 -0.0049955232897678338 -0.079777038116063459 -0.00067767761842949328 -0.00042292469643648035 0.066600458933326306 0.0007936779034586445 0.0058964087208246713 -0.086263822614943295 -0.1000826966249404 0.021923742187318278 -0.0024220453021901772 -0.00058171576212604403 -7.0955244732395523e-05 -0.032123688966314019 -0.0081890696762898525 0.10003415230496791 0.00064980074277432227 -0.0059212668822468794 0.10006401267002861 -0.051595061993718799 0.020955917561107526 4.820268935357004e-05
leaf_weight=0.0012279519978467537 2.382949372603091 1.5396175065943718 0.52291764983540634 0.52806150670129026 0.52909067926499265 1.0165518268202189 0.54390188213639479 0.5019291855951451 0.54887390273819292 0.0010377138334644034 1.5725742563200551 0.50065161113161483 0.0014700048088517048 2.5390688496881921 0.56389641990244854 0.0022385578046514301 0.0023438143252989809 0.002103894035254128 0.52162059081440659 2.0229150416125776 4.5398724191388169 0.0048082772118530617 0.0049013142342881899 0.0036586009737220593 0.50935546189430059 0.53713427836555638 0.0018793715862582818 0.0040753769300491119 0.03145234757427573 21.93391176917708
leaf_count=11 679 33 47 70 116 28 85 26 49 197 173 6 96 32 94 44 53 53 252 28 67 10 20 7 9 60 1 34 387 1866
internal_value=-7.11065e-07 5.60679e-05 -0.000438979 -0.000133942 -0.000506267 -5.7342e-05 5.42114e-05 0.00154863 1.24106e-05 -5.03592e-05 0.000703748 3.01152e-05 -0.000104475 0.000702327 0.00292446 -0.000101532 -0.0358361 -9.66818e-05 -8.98161e-05 0.000183789 -4.56957e-05 8.69471e-05 0.0348818 0.0715159 -0.000567751 -0.00272295 7.00631e-05 7.71085e-05 6.85551e-05 7.81406e-05
internal_weight=43.4161 38.4365 4.97957 4.45665 3.92859 3.3995 38.4353 1.04583 37.3895 34.2773 3.11219 33.7284 28.1019 5.62653 1.06455 28.1008 0.00381382 28.097 28.0948 4.56198 27.5732 21.9868 0.0106638 0.0057625 5.58636 1.04649 21.9761 21.9713 21.9694 21.9654
internal_count=4633 3693 940 893 823 707 3682 111 3571 3365 206 3316 3156 160 100 2959 149 2810 2766 60 2514 2378 80 60 136 69 2298 2288 2287 2253
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=19 12 3 8 18 2 19 9 20 23 3 23 10 9 23 14 20 21 21 2 9 2 5 16 15 22 13 6 2 22
split_gain=0.000123017 0.00197951 0.000540548 0.000309278 0.000435032 0.000643963 0.000265014 0.000628609 0.000224531 0.000206354 0.000133676 0.000492934 0.000290684 0.000954091 0.00053587 0.000301909 0.000228368 0.00056193 0.000183879 0.00131968 0.01087 0.0110031 0.00791924 0.000760611 0.00120773 0.000692618 0.00333401 0.00398139 0.00318934 0.00199252
threshold=14.451165964200003 84.828830943350013 92.585121096400016 8.6432548896500023 13.602243858600003 151.08605618930002 14.551174033150001 182.80199813410005 41.11191809080001 0.086375000000000021 93.794927255050013 -0.55393499999999996 61.987779113750001 195.74493321760002 -0.27651499999999996 129.42733769190002 41.319407281650008 11.007427546000001 10.414935658300001 161.07012613040004 214.52351813370004 85.298498744850022 21.836296031200003 22.624947093000003 44.024213102900006 -0.14704500000000001 109.47132661375001 13.825323026450002 164.37582864125002 -0.58319500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 4 5 6 7 -4 -8 -5 11 -1 13 -13 -14 -16 -12 -18 23 20 21 -20 -23 25 -25 26 27 29 -28 -17
right_child=1 2 3 9 -6 -7 8 -9 -10 -11 16 12 14 -15 15 18 17 -19 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.05393590385482272 -0.047753003467876615 0.0034428136086917952 -0.00039716854653668314 0.00013482652341687763 0.0032117408081536753 -0.0030325330347140437 0.00092050632136633109 0.003111279505631686 -0.0020335755135686313 -0.0026445768453399231 -1.3095880861580494e-05 -0.0035323039642719354 -0.050999562798153319 0.00019346838031170566 -0.035091154424924907 0.049417482276614529 -0.00057532261020767277 0.0040605257184723031 0.020889365621301365 -5.4252742700532912e-05 -0.00019347007081142091 -0.08877102087299249 0.027422157294683776 0.0059445773522932652 -0.00081648573509599757 -4.7291279405399884e-05 0.086914380404910452 -0.10004462950183342 0.0059557618550966241 -0.036476469282233366
leaf_weight=0.0016864806850652716 0.0085144846161701038 0.5631600628603336 1.0017327404093532 0.50599877779585944 0.54302966564707578 0.53314806774150714 0.50784271281736415 1.0417782598874508 0.52151694092390244 0.56582985694608112 2.3721187323633814 1.0335805648949077 0.0020631433424246328 2.0516082465801446 0.0024562953367376341 0.006147425983536515 0.51890812903671923 0.52703993968760998 0.018444497459154718 5.559926436149361 0.50109374431804099 0.038004772744633153 0.0069362959320642395 0.55263147580626426 0.50622358721261662 23.893674209886434 0.0086078338536026422 0.0044979095688972856 0.011194045728075253 0.004816892108263803
leaf_count=18 30 129 13 28 59 89 14 32 50 81 338 33 39 39 10 156 358 128 27 554 12 165 7 51 22 1687 28 42 31 363
internal_value=-5.59753e-07 0.000428433 0.000499359 0.000181858 0.000573051 0.000175691 0.000732323 0.00139143 -0.000576156 -0.00133245 -6.66111e-05 -0.0001262 -0.000128865 -0.00105472 -3.70681e-05 -3.36889e-05 0.000529672 0.00176062 -3.09212e-05 -0.000521979 -0.00512892 -0.044146 -0.0708375 8.9435e-05 0.00271221 -2.66227e-05 0.0139776 -0.0208188 0.0411483 0.0116822
internal_weight=43.4142 5.79255 5.78404 5.22088 4.14905 3.60602 3.07287 2.04351 1.02936 1.07183 37.6217 34.2036 34.2019 3.08519 31.1167 31.1147 3.41807 1.04595 31.1122 6.12441 0.564479 0.0633856 0.0449411 24.9878 1.05886 23.9289 0.0352641 0.0154622 0.0198019 0.0109643
internal_count=4633 525 495 366 257 198 109 45 64 109 4108 3284 3266 72 3194 3155 824 486 3145 765 211 199 172 2380 73 2307 620 561 59 519
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=22 22 2 16 22 13 21 22 16 6 22 17 17 23 15 23 21 20 15 12 18 14 20 4 21 23 10 20 23 22
split_gain=0.000112976 0.00031662 0.000780612 0.00096503 0.000298208 0.00172693 0.00073761 0.0035142 0.00627811 0.00296956 0.00204252 0.00139372 0.00103775 0.000821947 0.000621577 0.000612432 0.000327737 0.00101559 0.000388108 0.00242195 0.00500769 0.00100849 0.000725065 0.00117134 0.000366086 0.000579656 0.000304205 0.000381911 0.00476277 0.00498102
threshold=-0.036264999999999999 -0.051199999999999996 80.759923107050014 18.194957452300002 -0.066979999999999998 109.40142670235001 1.0000000180025095e-35 -0.096559999999999993 22.634947069650003 14.825346391850003 -0.13006999999999999 170.71754227170001 182.75517825115003 0.084805000000000019 24.474073043650005 0.086555000000000021 12.489184206400003 34.515670600900002 45.793006327050001 91.208648993800026 13.552878921100001 158.94308904600004 39.788107623550012 154.38970227190003 11.845349650450002 -0.55393499999999996 61.966271448700006 41.808689985400001 0.083070000000000019 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 9 13 11 12 -1 15 -9 -13 -11 17 -8 19 20 -19 -21 -22 -24 25 -23 -18 -28 -29 -30
right_child=-2 2 3 -5 5 -7 16 8 -10 10 -12 14 -14 -15 -16 -17 26 18 -20 21 22 24 23 -25 -26 -27 27 28 29 -31
leaf_value=0.06581671511093222 0.00023494471345962423 -4.0711772847979621e-05 -0.00013870297694927773 -0.0062173816535646782 -0.0011516697195626984 0.0056664169155452443 0.065210894542733364 -0.023025854306509733 0.10001449567856645 -0.0041838828039522753 0.091773473401133843 -0.011178410903210922 -0.064621225673670943 -0.10013904289817943 -0.10003931192585858 0.097210251973026421 0.0029335109420529498 0.014375771031377563 -0.0029557621021320791 0.035390298040205236 -0.10022326485572733 0.059120936076953179 0.028892898182578744 -0.10004198705465689 -0.002811346839308991 -0.00011707235055100781 -6.0219313488309822e-06 0.00040000665519120452 0.0059489430100072996 0.082815800773486728
leaf_weight=0.0011587703661743677 13.850172302122255 2.5156806705344965 0.50360814175631652 0.54251658853442564 1.0204215657099087 0.58415815802295856 0.0023681624589703123 0.0018683207871237444 0.0026500412204768509 0.0012419562998258185 0.0094061861085492655 0.0013739809752861855 0.0013747500413074931 0.005312971367951079 0.0018431612349694114 0.001144823116533189 0.52413968678409784 0.010463413786062692 0.52753708980371428 0.0079720582430188314 0.0074588781472178511 0.001651990404147762 0.0013029850204020477 0.0015342637727115971 0.51622571994899402 18.699780464684146 3.5229133578704106 0.50607291425201772 0.019705999274694963 0.01473304938150477
leaf_count=25 1343 16 26 48 71 84 47 28 7 184 19 135 30 55 25 17 66 39 146 30 36 26 10 33 90 1555 96 250 83 13
internal_value=-7.32012e-07 -0.000111166 -0.000995367 -0.00329108 9.98248e-06 0.0013305 -7.6888e-05 0.0163287 -0.0315332 0.0431502 0.0668675 -0.0282184 0.00458705 -0.0800769 -0.0620885 0.04445 -9.53211e-05 -0.000271969 -0.000279811 -0.000206464 -0.0343446 -0.000169603 -0.0838565 -0.0408296 -0.000184354 -0.00011184 0.000666181 0.000373718 0.00284877 0.0388326
internal_weight=43.4078 29.5576 3.56181 1.04612 25.9958 1.60458 24.3912 0.027375 0.00983133 0.0175436 0.0131677 0.00437591 0.00376153 0.00718129 0.00321714 0.00238678 24.3639 19.7763 19.7739 19.2464 0.0207595 19.2256 0.0102961 0.00283725 19.2177 18.7014 4.58757 4.06343 0.540512 0.034439
internal_count=4633 3290 90 74 3200 155 3045 525 90 435 250 185 231 83 160 201 2520 2012 1965 1819 118 1701 79 43 1671 1581 508 442 346 96
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=19 4 4 4 20 2 6 8 8 8 8 9 17 3 0 21 7 10 19 21 17 0 18 16 7 6 20 5 22 23
split_gain=0.000135212 0.00147517 0.00181909 0.0015406 0.000502519 0.000788747 0.000729046 0.00696836 0.00130731 0.00516682 0.000699889 0.000300666 0.000733662 0.000520067 0.000152416 0.000428769 0.000218948 0.000707996 0.00177272 0.000385008 0.000571681 0.000462496 0.000238874 0.000219451 0.000211753 0.000390044 0.000759371 0.000214981 0.00203412 0.00434021
threshold=14.451165964200003 147.36370056065002 156.40313730310001 157.77812180380002 42.081757894750005 219.56639384385002 16.465384711100004 8.1436447804000007 8.4434108459500017 8.3434888241000014 8.6432548896500023 193.70978346765003 188.27285108100003 93.292185584700022 85.769879735700016 12.717166023350002 23.109894804950002 61.998532946250002 14.251149826300002 7.3938557349000016 189.19102531915004 85.823648898300021 13.037923179150001 22.674946976100003 23.322419822750003 16.435384010100005 42.055256506450007 23.714185006400005 -0.15022499999999997 0.12376500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 -3 -4 6 -6 7 -5 9 -9 -10 12 -8 -13 15 -1 17 18 -16 20 22 -21 -19 24 25 26 -18 28 29 -26
right_child=1 2 3 4 5 -7 11 8 10 -11 -12 13 -14 -15 16 -17 23 19 -20 21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=2.3375576508589369e-06 -0.041778944062897332 0.044065722987932966 -0.10012671455829547 -6.6133962555892873e-05 -0.0042332022526714481 0.0012454308715906873 -0.00082187752797203495 0.054594169352354484 0.053072474379859069 -0.025747369067706239 0.027416456352144888 0.00056845638984632726 0.0045033145317098068 -0.0027473590566583824 0.0011937299008055371 0.0032502504452569824 0.004923296089678831 0.00029825406327964256 -0.0070240617635118274 0.00037438919218872786 0.0034046372573048977 -0.0038413234110144024 -0.0021092041656599783 0.0020311636846892293 -0.0068329694474605273 -0.00024294243366755307 0.00025039208075049922 -0.0013052063221813074 -4.9748353868921496e-05 -0.10039914171031897
leaf_weight=1.8943909687452727 0.0082607192821332331 0.0095727144798728458 0.0015229637501760198 0.50310554631869298 0.52935892025185161 0.52181780972865255 0.5034908813977379 0.017023080479702912 0.027709977232120764 0.015109538482192875 0.017253302830795292 2.5234117305735713 0.53217240672529442 0.58214341611073894 0.50946553032906627 0.5174881723495911 0.53229964549175379 2.0121081876477476 0.54151003958577348 0.50628514384879963 0.53441923228740851 0.53547272461504813 0.51831433128151516 0.51309675967240664 0.024411422305546604 2.0252376441494562 1.0031099390899809 1.5267163380244699 24.411880931810149 0.0062210144574805773
leaf_count=719 35 12 2 8 100 58 11 42 42 35 17 46 42 75 14 92 50 48 31 11 76 222 117 26 694 32 34 51 1870 21
internal_value=-5.70742e-07 0.000449203 0.000509517 0.000437306 0.000463838 -0.00151354 0.00090408 0.00422391 0.0322195 0.0168156 0.0432278 0.000438959 0.00191446 -5.31008e-05 -6.98316e-05 0.000699204 -0.000122525 -0.000724453 -0.00304045 -0.000131735 0.000432777 -0.00179252 -0.000194873 -1.91895e-05 -5.48155e-05 0.000668368 0.00187041 -0.000153971 -8.20635e-05 -0.0258349
internal_weight=43.4044 5.79195 5.78369 5.77412 5.7726 1.05118 4.72142 0.580201 0.0770959 0.0321326 0.0449633 4.14122 1.03566 3.10556 37.6124 2.41188 35.2005 5.15758 1.05098 4.1066 3.06484 1.04176 2.53042 30.043 29.5299 3.56065 1.53541 25.9692 24.4425 0.0306324
internal_count=4633 525 490 478 476 158 318 144 136 77 59 174 53 121 4108 811 3297 519 45 474 241 233 165 2778 2752 116 84 2636 2585 715
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=13 23 13 6 20 21 21 21 9 8 23 5 16 16 15 15 5 18 10 23 15 23 17 22 16 20 23 10 22 5
split_gain=0.000178509 0.00104543 0.000824633 0.000724679 0.000952222 0.000617157 0.00118794 0.000526555 0.000350625 0.000248096 0.000263555 0.000127038 0.000130131 0.000817837 0.0112306 0.0139093 0.0126982 0.00861956 0.00719197 0.00475026 0.00255875 0.00178984 0.00183106 0.000719784 0.000487573 0.000604283 0.00412229 0.000482508 0.000262619 0.000157603
threshold=97.873318238950006 0.095830000000000012 97.308742031600005 13.185308072600002 41.772405911750006 3.2738626606000003 7.515317457250001 2.7948066777500005 53.361180680650008 1.5487913386000003 0.074735000000000024 13.252098438300001 18.634956423400002 15.564963602350003 29.171703351550004 28.298162031900002 13.8160216159 14.032563378150002 70.816675614150014 0.11458500000000002 27.063546193350003 0.077525000000000024 197.78839148195001 -0.21563499999999999 18.734956189500004 34.823977857500005 0.098510000000000028 69.633754036750005 -0.092084999999999986 16.316541761950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 9 10 -8 -2 13 28 15 16 -15 -16 20 21 23 22 -20 -18 -14 26 27 -26 -13 -27
right_child=11 -3 -4 -5 5 6 8 -9 -10 -11 -12 12 24 14 17 -17 18 -19 19 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.073824367313990599 0.0015649380143415194 -0.083507613833883262 -0.084742300174288923 0.076508473838159882 0.0096519286968669606 -0.10000780799174563 0.041598910642290335 0.099504219424688303 -0.028180768280480259 0.068199006904001852 -0.024499381899657807 0.0020666354388209039 0.0030797052254740785 0.00019259481895882372 0.084686758891884206 0.078639999607887895 0.010532439974097776 -0.10010558806467879 0.031690061126090845 0.0011155896371088849 0.091569601694580699 -0.10018788767402811 -0.09570898830064338 -0.083683494049534859 0.094555441788166661 0.0017602435542204383 -0.044802471617228473 0.035192600390930195 -0.00025529317448798929 -1.1751640598393311e-05
leaf_weight=0.0015772781737133134 0.5147134616526533 0.0017526747156753593 0.0010799441592617151 0.0013154844351135351 0.0014112894827354727 0.0011177485480100557 0.0013609919624482103 0.0012125869448382787 0.0014194354148280297 0.0011760530802327196 0.0010834736419613744 0.52324215105120675 0.52970368081300634 0.50461910071885552 0.0029217963805763239 0.02097484671551797 0.0019935332698623456 0.018547343602584476 0.0022582216949871272 0.0070280859686135946 0.0038580408982524794 0.025964995701521332 0.0022544215753441676 0.0013668397864071147 0.0044246272719864477 0.50952378339570614 0.0050244688063685317 0.0019828228687401861 7.0543578609311641 33.652952348143899
leaf_count=478 247 177 36 44 78 258 49 6 94 27 177 182 67 22 33 21 204 217 19 22 30 136 21 124 61 17 19 5 226 1536
internal_value=-4.5291e-07 -0.0110914 -0.00114009 0.0065936 -0.00228498 0.0105644 -0.00674072 0.0511759 0.0139438 0.0304589 0.0123018 3.25542e-06 -1.54934e-05 -0.000374573 -0.00395489 -0.00128209 -0.00433365 -0.0749567 -0.0554029 -0.0729953 0.0360043 -0.0900852 -0.0319558 -0.0277901 6.90356e-05 2.23695e-05 0.0230097 0.0761853 -9.49613e-05 1.46772e-05
internal_weight=43.4022 0.014507 0.0127543 0.0116743 0.0103589 0.00878158 0.0061577 0.00262388 0.00503995 0.00362052 0.00244447 43.3877 42.873 8.16939 0.591787 0.570318 0.549343 0.0214691 0.0447241 0.0375057 0.00721841 0.0304776 0.00451264 0.00336037 34.7036 34.1739 0.0114319 0.00640745 7.5776 34.1625
internal_count=4633 1424 1247 1211 1167 689 605 84 347 253 226 3209 2962 1257 849 599 578 250 556 198 358 176 40 328 1705 1638 85 66 408 1553
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=22 16 7 16 16 16 13 13 13 16 13 22 23 19 22 13 21 22 16 6 22 8 8 7 23 23 21 2 6 17
split_gain=0.000118967 0.000315704 0.000318208 0.00402296 0.00120687 0.00552956 0.00153325 0.00109871 0.000796396 0.00146743 0.00163492 0.000246158 0.000777369 0.000878422 0.000360083 0.00166435 0.000681172 0.00306826 0.00551273 0.00258694 0.00183679 0.00110778 0.00116658 0.00091321 0.000808422 0.000612077 0.000296925 0.00154087 0.00767789 0.00546242
threshold=-0.036264999999999999 22.654947022900004 22.995234593000003 22.634947069650003 22.614947116400003 22.594947163200004 111.38282034450002 110.65693664925001 113.89115178020002 21.124950600700004 114.04170543550002 -0.051199999999999996 0.086255000000000026 12.451004585100002 -0.066979999999999998 109.40142670235001 1.0000000180025095e-35 -0.096559999999999993 22.634947069650003 14.825346391850003 -0.13006999999999999 8.1436447804000007 8.0437227585500022 22.276766275150006 0.084805000000000019 0.085625000000000021 12.489184206400003 71.708303056200009 15.345358541850002 188.70679832985002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 6 7 -2 -8 10 -10 14 -13 -14 16 -16 17 19 24 21 23 22 -1 25 -19 -21 27 28 -18 -30
right_child=1 -3 -4 -5 -6 -7 8 -9 9 -11 -12 12 13 -15 15 -17 26 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.044186859445761423 -0.028960297287355233 0.0024864448058911368 0.00023994258958463804 -6.0299305457616849e-05 -0.070774549152161914 0.076392957252309657 -0.10020191245528386 0.10001123362869489 -0.041641516370518813 -0.072839559223121339 0.08621389286299852 4.7913291018534127e-05 -0.00020094694281203997 -0.0060456899225928319 -0.00099158715655013152 0.0057013389051539754 -0.096262753584161684 -0.021550605774253499 0.10001287962223362 -0.0057328151926662411 0.0902097022575679 -0.10003501649239865 0.089915126512913487 -0.064670585183975948 -0.10012407420259287 0.096449101451267782 0.00060531913049045752 -0.00025222824340123901 -0.051249787457663759 0.049717826474172076
leaf_weight=0.0015948592707625926 0.0017174298409406976 0.59911806164132109 12.715767356864996 0.50129005849973396 0.0078266176498971163 0.0043572170898187315 0.0037233895112833695 0.0010733584422601972 0.0033589956524060502 0.0084824049898770681 0.0014241754521773231 2.5340657260030479 0.49934822634364306 0.53013873901936037 1.021200619716615 0.5840394270663295 0.0097463517314463344 0.0018133721747649427 0.0023615920217707753 0.0012671172668070581 0.0086145785429749856 0.0013734028938188203 0.0010934527731762955 0.0012327334284236713 0.0047119697323201939 0.0010909147148936427 4.5848977979361711 19.734083442200511 0.0088296513426939782 0.013628770742798224
leaf_count=159 136 108 899 10 10 11 50 5 25 21 68 37 12 41 71 84 81 28 7 189 19 16 10 24 55 18 508 1877 33 21
internal_value=-7.36018e-07 0.000241116 0.000139583 -0.00225356 -0.0366507 -0.0255858 -0.0480504 0.0206431 -0.0593347 -0.0478641 -0.00357294 -0.000114095 -0.000893485 -0.00321072 -7.19618e-06 0.00144352 -0.000102729 0.0163448 -0.0309073 0.0421593 0.0651641 -0.0269695 0.0103582 0.00507747 -0.0782888 0.0415404 -0.000119719 -0.000287896 -0.0221438 0.0100219
internal_weight=43.3933 13.8481 13.249 0.533254 0.0319636 0.024137 0.0197798 0.00279079 0.016989 0.0132656 0.00478317 29.5451 3.56355 1.02949 25.9816 1.60524 24.3763 0.025154 0.00888693 0.0162671 0.0122053 0.00406171 0.00268831 0.00359077 0.00652534 0.00235803 24.3512 19.7663 0.0322048 0.0224584
internal_count=4633 1343 1235 336 326 316 305 141 164 114 93 3290 90 53 3200 155 3045 525 90 435 250 185 169 231 83 207 2520 2012 135 54
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=13 21 2 5 21 20 15 17 17 8 5 7 20 12 13 15 20 22 23 15 23 21 23 23 0 14 12 20 20 15
split_gain=0.000146792 0.000104651 0.00237888 0.0015938 0.00232954 0.00137817 0.00596956 0.0021872 0.00307548 0.00177215 0.00174027 0.0021721 0.000949481 0.000754778 0.000591521 0.000480736 0.000398376 0.00674391 0.00591471 0.00451299 0.00525295 0.00288202 0.00114593 0.000385597 0.000319965 0.000310154 0.00904591 0.0021841 0.00420483 0.00034566
threshold=79.003030621350021 4.5589219677500008 52.497771754550008 13.039146929800001 2.3889051598000006 37.232443001650005 38.469938489650012 179.88087463185005 176.44238483465003 8.2435668022500028 19.327153142150006 23.666491602800004 43.61821939175001 231.00184921595005 98.255079293500017 19.198394745150004 42.283941020600004 -0.11534 0.083395000000000011 39.203018015350004 0.080110000000000028 1.2219980417000003 0.079395000000000021 0.085235000000000019 89.057864029250013 274.77420769625007 227.12825541940001 41.404176814550006 38.621016321050007 40.42701969085001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 13 6 10 8 9 12 11 -4 23 -2 -6 -14 25 -18 19 20 22 -20 -19 -7 -23 29 27 28 -27 -5
right_child=1 2 5 16 14 7 -8 -9 -10 -11 -12 -13 15 -15 -16 -17 17 18 21 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.037785542775633327 -0.10000851624866447 0.086338796881315488 0.096175137156312804 -0.00020485648003801886 0.033339017879372816 0.080762726431533996 -0.051402293402417636 0.00011026371434909641 -0.10013626461690656 -0.10008813804045683 0.09951234636511197 -0.083101485496947014 -0.074957632869195989 0.014032048328400227 0.099454359842398532 0.0062271055003043268 0.00044146242129371931 -0.027716731083036645 -0.016374365732614967 0.047040764231061558 -0.10021610597334957 -0.10026984477739553 0.10000126987888934 0.0074657748617037211 -0.07090050425171418 -0.089242668939414516 9.5271106923092779e-05 -0.10030001610744342 0.033476930673923627 0.0014274312777214384
leaf_weight=0.0010281565529187678 0.0011291494403488575 0.0031995834688228744 0.0013453503106589659 13.215582625359195 0.0020683722696491214 0.0022656215213784359 0.0058503369200479929 27.581265313844568 0.0052317726113617633 0.001527469820615579 0.0076155669963497985 0.0013579958096248124 0.0010140444243122992 0.0011941233157192269 0.0039137323841327287 0.0025983194944299015 0.50597281230993119 0.0010552460288736354 0.00686723510534648 0.010292461499744832 0.0064259997588749229 0.013472158471024898 0.0021016343962401152 0.0010505331564576448 0.0051189628534444856 0.0064664262467076794 0.53659030576367783 0.010007553594732599 0.0049135891499645368 1.4385680018347091
leaf_count=311 233 13 3 763 174 114 12 1591 50 32 29 52 101 97 11 184 189 33 24 27 13 44 56 30 34 32 302 13 16 50
internal_value=-7.44959e-07 1.50459e-07 0.000117524 -0.000205355 0.0435894 0.000107532 0.0292939 9.04307e-05 -0.0398737 -0.00258883 0.0750448 0.00611752 0.018906 -0.0413936 0.0765943 -0.0165627 -0.00022843 -0.00286913 -0.0398189 0.00106135 -0.0483227 -0.0717342 0.0573092 0.0575428 -0.0921832 -0.000132727 -0.00244674 -0.0662229 -0.0362556 -4.46181e-05
internal_weight=43.3871 43.3861 27.6143 15.7717 0.00830538 27.6111 0.0161693 27.595 0.0136878 0.00845599 0.0103189 0.00270335 0.00692852 0.00232327 0.0059821 0.00361236 15.7634 0.551307 0.0453337 0.0198753 0.00958288 0.0254584 0.00315688 0.00331615 0.0185911 15.2121 0.557978 0.0213876 0.01138 14.6542
internal_count=4633 4322 2211 2111 515 2198 96 2102 511 461 84 55 429 330 185 285 1596 420 231 129 102 102 89 144 78 1176 363 61 48 813
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=8 19 14 22 6 18 2 17 9 8 0 17 10 21 20 21 2 9 9 18 10 14 16 15 9 9 4 16 12 5
split_gain=0.000103742 0.000160683 0.000465385 0.000438198 0.000278793 0.000413424 0.000754591 0.000337481 0.00104102 0.000283231 0.000103865 0.000487409 0.000245086 0.000824073 0.0011605 0.000188408 0.00100012 0.00964179 0.00665212 0.00815442 0.0126839 0.00244035 0.00064445 0.000890172 0.000468479 0.000391039 0.000249802 0.00108985 0.00628525 0.00447313
threshold=8.8430989333000021 14.451165964200003 144.12207640715005 -0.027754999999999998 16.445384243750002 13.602243858600003 154.46567853970001 193.58688265170002 184.36538191430003 8.2435668022500028 85.769879735700016 185.06340398685003 61.987779113750001 9.9821454294500018 40.21994457600001 10.414935658300001 161.07012613040004 214.52351813370004 201.40496258350001 14.085466345100002 71.104340634100012 189.41298135015003 22.624947093000003 44.024213102900006 186.70853236170004 200.95377551580003 262.59164170980006 20.079953044350003 209.45123619680001 14.050239455300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 8 -6 -3 11 -4 13 14 -12 22 17 18 19 21 -21 -17 26 -24 -22 -18 -14 28 29 -28
right_child=-2 3 10 -5 5 -7 -8 -9 -10 -11 12 -13 15 -15 -16 16 25 -19 -20 20 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.030549908364745554 -0.0013728230913815356 8.0424336230551635e-05 -0.00018465872604632395 0.0030602560439635189 -0.00088850684009003991 0.0032931394550254618 -0.0031758071117889454 1.2476763499255288e-05 0.0054450627035785674 -0.0027513009941823197 0.00023243100387898314 0.0032321842931767918 0.00011857907068261917 9.6105886825895842e-05 -0.0064056388768996666 -0.089660457434265761 0.00016851795125726369 -7.4277047683385039e-05 -0.10016479671496868 0.10018953707233634 -0.038791896907642801 -0.028777821694553514 0.0053181706237577396 -0.00049151970032822417 -0.10008907703835333 -0.0027088060273466326 0.01514263196894842 -0.00064839723959282138 0.014024506833469022 -0.094946837118269387
leaf_weight=0.0050053919918643377 0.54432230196351739 1.0093834567924203 1.8656779973813948 0.60228144399550743 0.50698339252630942 0.52257574234874926 0.53165282525014834 1.5124980793261782 0.53166393870651518 0.54334785804135055 0.50492454131017905 0.53784195379393063 21.301570779776259 2.5318804779599304 0.55050981682928857 0.012399017307870186 5.0352916054437227 0.5009871826849519 0.015130200175235586 0.010275773238390684 0.0017567811979846129 0.014036950749044763 0.54938121614031732 0.50723997165846413 0.0042953878116804844 0.52121922477660465 0.0052291465783176087 2.559917521164607 0.026985248575505574 0.012545741146779199
leaf_count=27 204 25 627 90 21 57 52 16 41 123 10 115 1234 31 36 17 434 11 54 5 48 32 51 22 42 130 209 103 703 63
internal_value=-9.69684e-07 1.64632e-05 -5.98814e-05 0.000507821 0.000209788 0.000692257 0.000251372 0.000965588 0.00235353 -0.000910482 -5.57644e-05 0.000579937 -9.98405e-05 -0.000882465 -0.00322996 -9.50339e-06 -0.000506962 -0.00453929 -0.0431773 -0.0230147 0.0325488 -0.057333 0.000112364 0.00252918 -0.0822962 -0.000101385 5.54401e-06 -0.000918879 -0.0163883 -0.0625599
internal_weight=43.3788 42.8345 37.0741 5.76039 5.15811 3.60537 3.0828 2.55115 1.03865 1.55273 37.0691 2.40352 34.6656 3.58731 1.05543 31.0783 6.11539 0.558881 0.0578941 0.0427639 0.0163279 0.026436 24.9629 1.05662 0.00605217 5.55651 23.9062 2.60468 0.0447601 0.0177749
internal_count=4633 4429 4004 425 335 187 130 78 62 148 3977 742 3235 77 46 3158 773 209 198 144 95 49 2385 73 90 564 2312 1078 975 272
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=18 17 23 19 4 20 18 21 15 4 23 2 17 15 10 16 22 19 5 22 21 20 18 6 16 13 22 8 13 15
split_gain=0.000102668 0.000355487 0.000201596 0.000138985 0.00235993 0.000646909 0.000538664 0.000490042 0.000539174 0.000483804 0.000435152 0.000288055 0.000411474 0.000813639 0.000239457 0.000546133 0.000207918 0.00032091 0.0109783 0.00468055 0.00190975 0.00104729 0.00207767 0.000737115 0.000301072 0.00022952 0.000358199 0.000718534 0.000229893 0.000474482
threshold=12.880535946600002 182.02915412410002 -0.55393499999999996 14.351157895250003 147.36370056065002 40.040404835300002 13.876389391100002 4.6633733285000014 36.370482311550013 215.88508760445004 -0.27651499999999996 90.828344481500011 191.06791329340004 41.831907381600011 62.041548276350007 22.614947116400003 -0.095854999999999996 13.151061067750001 17.352342178450005 -0.15580499999999997 5.2472773321000004 39.955516828000007 17.370891598500005 13.855323727400002 16.464961497750004 117.64961624655002 -0.088465000000000002 8.1436447804000007 117.46680109370001 37.882159664350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 10 -5 -6 7 9 -9 -7 -4 -10 13 -13 -14 -16 17 18 21 20 24 22 -12 -22 -20 26 27 -18 29 -28
right_child=2 -3 3 4 5 6 -8 8 11 -11 16 12 14 -15 15 -17 25 -19 19 -21 23 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00043227838093240793 0.034012359915043859 -0.0027770174186940765 -0.047060887809653125 -0.066125415648864788 0.0036352665171838182 0.00046671457080837584 -0.0028826070883907753 0.0036497663613549443 -0.0019437055883820141 -0.0037898155761076414 -0.086712997371935066 0.0036950054757180183 0.00044469107082578414 -0.00028162128302687913 0.00038152260062034271 -0.0035825268909370636 -0.00021850357937988737 0.000196146495345459 -0.031556982977976246 0.089185029466326449 -0.020257080801127716 1.7463915935716502e-05 0.073398919315361966 0.088939045727158189 -0.10007953309743055 0.0012257733418944382 -9.26489095996879e-05 -0.0047872533696886252 -0.0007370581122496156 0.0029408526107938104
leaf_weight=0.87794687001648763 0.0017453829298464943 0.56873360653665905 0.0019723798879657242 0.0053450437371783668 0.56700560607669004 0.52193019489780279 0.54855657486349052 0.52855460535920329 0.50982729249517333 0.54676264364354665 0.0034049739983794619 1.0483892657794043 5.5568933441385866 1.0103914706212291 1.0268603145139961 0.52536894119793931 1.0109101241271314 6.0663443482665649 0.0010235138782845035 0.020008086841829503 0.0010279571777425112 0.51631471519277006 0.0010636168044868607 0.0015508025303070383 0.0017166913550994423 1.0322683712072365 14.249127414498957 0.52197526007597606 5.5625301613589349 0.53498110936891485
leaf_count=577 21 73 55 13 104 84 162 54 24 95 161 27 84 40 40 25 69 432 33 36 84 608 129 11 28 27 1298 59 96 84
internal_value=-1.13564e-06 -0.000829392 2.74453e-05 2.60304e-05 0.000307045 0.000335702 0.000177469 0.00032635 0.00053968 -0.001711 -9.19468e-05 0.000369821 0.000498476 0.00174339 0.000137953 -0.000960153 -8.8809e-05 0.000405166 0.00272701 0.0670201 -0.0163568 -0.000399725 -0.0486031 0.0454108 -0.0744852 -0.000231373 -0.00030012 -0.00177425 -0.000189062 1.71221e-05
internal_weight=43.3705 1.44668 41.9239 41.9221 12.3959 12.3905 11.8235 11.275 10.2063 1.06869 29.5262 9.67773 9.1679 2.05878 7.10912 1.55223 29.5242 6.61245 0.54611 0.0253271 0.00531896 0.520783 0.00446859 0.00257876 0.00274021 22.9118 21.8795 1.53289 20.3466 14.7841
internal_count=4633 650 3983 3962 752 739 635 473 294 179 3210 240 216 67 149 65 3155 1522 1090 192 156 898 290 95 61 1633 1606 128 1478 1382
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=22 23 23 15 0 3 23 16 21 9 17 2 19 21 22 19 17 22 13 17 4 20 23 8 23 13 22 2 6 12
split_gain=0.000128809 0.000281431 0.0010939 0.000502718 0.000476141 0.0158483 0.00933145 0.00731326 0.00241264 0.001144 0.000634383 0.000566661 0.000348597 0.00066514 0.000261607 0.000801834 0.000748499 0.000331503 0.00138225 0.000239225 0.000227622 0.000215131 0.00743029 0.00590234 0.00333809 0.00449954 0.00248634 0.0013318 0.00783968 0.00538208
threshold=-0.036264999999999999 0.096480000000000024 0.10214000000000002 40.957632625650007 93.308316333500017 92.695347879750017 0.084365000000000009 19.934953383400003 3.9632429946000003 201.81004550795004 199.24932835515003 82.092636011950006 14.351157895250003 12.377125061300001 -0.051199999999999996 12.651020723000002 191.86029796145002 -0.066979999999999998 109.40142670235001 196.70927211395002 147.36370056065002 43.477771593600004 0.085715000000000027 8.3434888241000014 0.082325000000000023 116.99094400460001 -0.101255 71.708303056200009 15.345358541850002 94.177001085000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 4 -3 12 5 6 7 8 -2 -8 -9 -6 19 -14 17 -16 -17 21 20 -4 -19 27 24 26 25 -23 -24 28 -1 -29
right_child=1 2 3 -5 11 -7 9 10 -10 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.10013990722564158 0.0032156758536141163 0.0050729247424490496 -0.00042306841509106912 -0.0024776032990083264 0.0033809803596977698 0.0001294273952253301 -0.099705675784934236 0.10002177353044867 -0.10055975264966244 -0.060369955007362933 0.044808250558696153 -4.8814990666511942e-05 0.0034410866130767832 -0.0001668065334507079 0.00039681402432597559 -0.0056557790856451955 -0.0010366803203815515 0.00068682543890374469 0.0052787188677647263 0.0019327128442821165 -0.0022994602260038876 0.0066685011688122206 0.039038992351234397 0.095088014354612796 0.00097556550164243578 -0.10011834931274977 -0.093431326253879676 0.096785755299674009 0.013404186861743453 -0.00014290125933712143
leaf_weight=0.0088105077324404091 0.0037726406095494047 0.53528382718357459 2.521751089315639 0.56830740985353134 0.52765940787539545 1.5421896797379777 0.022922351707677535 0.0038918557766010053 0.0055155874847443442 0.01091374562929559 0.0044721865206156508 5.5319137844443764 1.0398314974736425 1.0047021721420604 2.0086406561156056 0.53534578527941779 1.0177481517375779 0.50227289646863837 0.58101238188773141 0.51993455043476888 0.51896701077205865 0.0080451006593665886 0.0029230853563020345 0.014547368589333587 0.51391594403733709 0.0077437702446552228 0.0027496094118824033 0.0057299398438342966 0.01962783451699579 23.777420980956371
leaf_count=72 14 71 62 38 109 280 53 18 33 23 30 492 32 13 30 29 31 2 84 75 69 607 59 35 165 52 31 22 63 1939
internal_value=-8.54716e-07 0.000250837 0.000752201 0.000343182 -0.000154658 -0.00169269 -0.0562691 0.00267085 -0.0584088 -0.087018 0.0704995 0.000249847 0.000658361 0.00166814 -0.00011886 -0.000922534 -0.00262887 -8.61182e-06 0.0013847 -2.03798e-05 -0.000830726 -0.000100249 0.00185518 0.0613497 -0.000415866 -0.0457059 -0.0251706 -0.00014541 -0.021773 -0.000119549
internal_weight=43.3686 13.8431 6.18981 5.65453 7.65325 1.59368 0.0514884 0.0176523 0.00928823 0.0338361 0.00836404 6.05957 5.08622 2.04453 29.5255 3.56173 1.55309 25.9638 1.60225 3.04169 1.02124 24.3615 0.549925 0.0202201 0.529705 0.0157889 0.00567269 23.8116 0.0284383 23.7832
internal_count=4633 1343 291 220 1052 451 171 95 47 76 48 601 182 45 3290 90 60 3200 155 137 71 3045 949 125 824 659 90 2096 135 1961
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=21 10 22 22 21 17 14 14 0 21 8 20 9 22 12 16 22 20 19 4 14 4 6 8 22 23 23 22 20 22
split_gain=0.00011414 0.000965026 0.00183967 0.00109491 0.000288933 0.000712123 0.000281717 0.00824884 0.00392552 0.00483652 0.00531394 0.00344228 0.00300513 0.00264413 0.00296134 0.00246785 0.00354987 0.00113961 0.000650187 0.00114924 0.0023506 0.000515433 0.000246536 0.000440145 0.000740504 0.000399756 0.000533303 0.00039292 0.00168984 0.000381289
threshold=4.5589219677500008 58.309968391300011 -0.27494999999999997 -0.016679999999999997 4.8542393434000006 191.86029796145002 274.77420769625007 289.07138706530003 86.692020874450009 1.2847270946000002 8.543332867800002 41.600558339100012 206.78020849415003 -0.043559999999999995 266.21985070420004 18.764956119400004 0.70681500000000008 40.00488309970001 14.251149826300002 286.34948838025008 284.82531865025004 295.39139496705008 16.465384711100004 8.3434888241000014 -0.038374999999999999 0.099465000000000012 0.093185000000000032 -0.059424999999999999 41.037275035300006 -0.094409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 -3 12 9 10 -9 13 18 14 21 16 -15 -16 19 20 -8 -10 23 -6 25 26 -25 29 -29 -24
right_child=4 6 3 -5 22 -7 7 8 11 -11 -12 -13 -14 15 17 -17 -18 -19 -20 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.082672186019585717 0.0044470213324025332 -0.00014876028021421994 0.09194937346345905 -0.022698197975535711 -9.1972791214858815e-05 -9.4066260249619601e-05 -0.10009261607937014 0.090260391410541929 -0.014772197509569044 -0.10015701041279662 -0.10008648628216617 -0.0002618964300966823 -0.0027647567643215502 -0.093833446162432221 -0.029472806923239614 0.0940125875781717 0.099849695977101471 0.081936357984524588 -0.10025711958160895 -0.10008482480972625 0.10002483305260934 -0.10003521967465306 -0.0025091939057829103 0.00051403756202920265 0.0044300847805903215 -0.0019898507329701473 0.0038698175077182535 -9.7494019389764315e-05 -0.0063492911877513899 0.00029000171556621529
leaf_weight=0.0010019722496963368 0.5239370270158038 15.182565138449403 0.0037245232035201248 0.0010729815228106556 11.655236614551365 1.0130173173411945 0.0012402615568519485 0.0037711269915554632 0.0010007663382929086 0.0084715938456607631 0.0024000629382499028 0.51298048910882654 0.006003788634295403 0.001975341553314019 0.0013070228708444293 0.0097610126667859731 0.0018165120750062158 0.003085938347126671 0.010503152455385134 0.0028119470129364353 0.0011143181764055043 0.0024319678087083496 0.53316667934872963 4.0877088105581549 0.56083906652911863 0.53280386716600947 0.53562721043325456 2.0356258312293689 0.54894186856271332 5.5736614962632274
leaf_count=11 46 1274 95 41 1460 35 46 36 16 63 17 192 24 96 115 47 25 31 12 15 2 85 181 169 70 52 42 58 166 111
internal_value=-1.01368e-06 -0.000215732 0.0405688 0.066308 0.000121584 0.00145396 -0.000230747 -0.00241197 -2.31723e-05 -0.051105 0.0162318 0.0013766 -0.0629216 0.0406925 -0.0055889 0.0674162 -0.00104828 0.0487892 -0.0859705 -0.056927 -0.0053859 -0.075178 4.30146e-05 0.000260555 0.000979255 0.000603904 0.000902815 -0.000391801 -0.00142533 4.56133e-05
internal_weight=43.3596 15.759 0.00579948 0.0047975 27.6006 1.53695 15.7532 0.570675 0.549002 0.0146428 0.00617119 0.534359 0.0216735 0.0213786 0.0078257 0.0135529 0.00379185 0.00439296 0.0156697 0.00516653 0.00235458 0.00343273 26.0636 17.3722 5.71698 5.15614 4.62334 8.6914 2.58457 6.10683
internal_count=4633 2243 147 136 2390 81 2096 822 723 116 53 607 99 415 247 168 121 146 75 63 48 101 2309 1793 333 263 211 516 224 292
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=22 22 22 20 20 20 20 2 15 16 9 3 20 22 18 7 7 10 18 9 21 21 22 23 6 22 8 7 20 23
split_gain=0.000117287 0.000297257 0.00111175 0.00621374 0.00586018 0.00916586 0.0026655 0.00109086 0.00103341 0.000278276 0.000239464 0.000727954 0.000389553 0.000693699 0.0085534 0.00445608 0.0102817 0.000518584 0.0010438 0.000358521 0.00021022 0.000672 0.00273235 0.00495301 0.00218944 0.00170529 0.00092202 0.000777102 0.000716996 0.000611843
threshold=-0.036264999999999999 -0.053874999999999999 -0.066979999999999998 38.751720283100006 39.852039223600009 40.330620469300008 41.873095646600007 77.002902305750027 23.340124910500005 22.654947022900004 204.68881850780005 82.831394999100013 38.474425342400004 0.09450500000000002 15.015859748200002 23.445318439400001 23.225757870600003 66.235542959850008 13.360173059150002 188.90361612170003 12.489184206400003 1.0000000180025095e-35 -0.096559999999999993 0.083395000000000011 14.825346391850003 -0.13006999999999999 8.1436447804000007 22.276766275150006 34.515670600900002 0.085625000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 -4 -5 -6 -7 -3 -9 10 12 -12 -2 19 15 16 17 -15 -19 -14 21 22 24 -24 26 27 -1 29 -23 -26
right_child=9 7 3 4 5 6 -8 8 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 28 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0088105576960009254 0.0024672447104822567 -9.2364075963533476e-06 0.00014655033059826053 0.079540163160681493 -0.05665152874188091 0.056505333950126059 0.010899066829976822 -0.00039419260672500322 -0.0066643424890583808 0.0023505847978986857 0.00023036502558796448 0.0041630937560696848 0.0025022616651689915 -0.091732759445417755 -0.00070424598493225516 -0.10024064297272842 0.087417429216338091 0.015481185182661301 -0.10016279402572313 -0.0002169774457455781 0.00052862012286523702 0.057770685753525723 0.087194461645710652 -0.082533271076409065 -0.0093325005935809609 0.089967867334285023 -0.10002785932126526 -0.062576512831791928 -0.00024926593460415473 0.096133695733841146
leaf_weight=0.002507543591545547 0.55083778156823981 3.5159496206324556 0.50765197327566269 0.018323755102755968 0.013854265009285882 0.027165464393419825 0.024259990505484552 0.50200966234737066 0.55176313694616397 0.59730317867485005 3.0254938456946578 0.55737930264592694 0.51592671069864593 0.0079337601329777518 0.50529362939896449 0.012872219194207446 0.0056767312584611309 0.001526950873824263 0.0015965850559034322 8.0533311683822557 4.580778300302959 0.0021301440671724894 0.0024902559720428995 0.0055539803107556348 0.0011960243748481156 0.0078120990504473289 0.0011287063181839585 0.0011354985788329941 19.751737718636331 0.0010184698219006805
leaf_count=169 212 20 27 24 32 25 32 24 61 108 201 149 249 39 169 31 8 7 47 123 508 47 28 62 189 19 16 24 1965 18
internal_value=-1.00223e-06 -0.000113607 2.22054e-05 0.00430679 0.0295683 0.0155414 0.0349905 -0.000855085 -0.00367729 0.000239249 0.000143984 0.000842171 -0.000115106 -0.000271348 -0.00376517 -0.0560064 -0.0219804 -0.0781443 -0.0436299 -5.3261e-05 -8.17989e-05 -0.000223187 0.0169188 -0.0299906 0.0424183 0.0643723 -0.0249733 0.00468414 -0.000243009 0.0391725
internal_weight=43.3536 29.5185 24.9487 0.591255 0.0836035 0.0652797 0.0514255 4.56972 1.05377 13.8352 13.2379 3.58287 9.655 9.10416 0.5349 0.0296062 0.016734 0.0110573 0.00312354 8.56926 24.3575 19.7767 0.0228426 0.00804424 0.0147983 0.0111621 0.00363625 0.00334999 19.7539 0.00221449
internal_count=4633 3290 3185 140 113 89 57 105 85 1343 1235 350 885 673 301 132 101 93 54 372 3045 2537 525 90 435 250 185 231 2012 207
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=17 17 17 16 9 10 8 23 22 8 20 20 18 4 23 0 10 21 4 7 7 18 3 0 2 2 0 16 18 15
split_gain=0.000122157 0.000215503 0.000959078 0.000242277 0.000252254 0.000331928 0.000163133 0.000332166 0.000178092 0.00265898 0.00986362 0.00570046 0.00551107 0.00458389 0.00381778 0.00502604 0.0075918 0.00117164 0.00191987 0.000268083 0.000835272 0.000400563 0.000264455 0.000170475 0.00286875 0.00357757 0.00146093 0.00232888 0.000497896 0.00249674
threshold=184.89106522365003 182.37451917730002 183.93802912725002 15.404963976500001 194.45262321395003 71.104340634100012 8.8430989333000021 -0.55393499999999996 0.11061500000000003 8.543332867800002 41.257948413050009 37.041406607950009 13.934548574650002 203.05109110260003 0.091885000000000022 91.437149474700007 76.871083323950003 4.6112647835500011 310.6261364962001 22.773029501100002 22.502236473750006 13.1052958007 93.905154038450021 86.345209775600011 56.799426908350007 62.357017394150006 86.036037090600004 22.604947139800004 13.278511569200001 19.846565044850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -2 19 10 11 13 -12 -10 15 -13 -17 -14 -19 20 22 -21 -9 26 -25 -26 -23 -28 -27 -30
right_child=6 2 -4 4 5 -7 -8 8 9 -11 12 14 17 -15 -16 16 -18 18 -20 21 -22 23 -24 24 25 28 27 -29 29 -31
leaf_value=-0.00057835338578159556 0.046538244797568774 -0.0048220336166509021 -0.00023902962410587327 -0.00028318188922789431 0.0036197106802166295 0.00052059038661577512 -0.0016500263386300307 0.00087634472331214394 0.032408834935015784 0.00014753778464155157 -0.094777781880620568 0.099171328304724193 0.084616887773751884 -0.10016319802450953 0.083153933380350542 -0.10008837766033274 0.086325480720774422 -0.10003798979433882 0.068333839865629242 -0.0027777186511271658 0.0044153109462548093 0.000383750409318051 -0.0018948136833487951 -0.10006011363848738 0.056035694096106495 0.0018820363635399637 0.0010251196459934249 -0.0083094782675310255 0.042044508485464718 -5.5206949902046865e-06
leaf_weight=3.0066310419819842 0.001541251199582371 0.53841015523874025 3.0057757794041731 1.3716051542899546 0.52594633621064413 1.0078350900525948 0.53169987838292954 1.0274910172607956 0.0063241532057671072 1.0607267983086783 0.0097286335677893021 0.0049596155822655428 0.0023882285261152001 0.0044387011395747474 0.02522856271200502 0.0054903001278034935 0.0036285413109027331 0.0012864004350561231 0.0014301056320018546 0.51265155433585974 0.57382933150048376 4.0604838209092291 0.5179791142540896 0.002856315284136878 0.011454833609291337 1.5326939027727373 0.52030945584920096 0.5495865310967929 0.014128916233249522 22.909121010394816
leaf_count=700 14 148 78 569 87 20 115 127 25 24 17 6 28 48 35 44 46 49 25 24 126 164 59 32 19 21 22 33 616 1312
internal_value=-8.80528e-07 -0.000318687 -0.00093525 5.09359e-05 0.000702154 0.0015833 8.7792e-05 0.00011549 0.000113345 0.00134978 0.0209982 0.0422168 -0.0506249 -0.0222651 0.0598729 0.0181534 -0.0259111 0.0335219 -0.0113986 7.01663e-05 0.00115727 -6.34126e-06 -5.24356e-05 4.1656e-05 0.00015154 0.000163239 -0.000482457 -0.0037699 0.000137069 2.03972e-05
internal_weight=43.3477 9.4562 3.54419 5.91202 2.90539 1.53378 33.8915 33.3598 33.3582 1.12563 0.0649032 0.0500699 0.0148334 0.0107629 0.039307 0.0140785 0.00911884 0.00510473 0.00271651 32.2326 2.1193 30.1133 1.54547 29.6006 24.4703 24.4674 5.13038 1.0699 24.4559 22.9232
internal_count=4633 1602 226 1376 676 107 3031 2916 2902 347 323 204 119 73 131 96 90 102 74 2555 312 2243 186 2219 2000 1968 219 55 1949 1928
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=17 17 13 14 2 23 17 10 15 21 16 5 12 18 19 13 17 8 20 20 21 22 21 9 18 0 7 22 15 20
split_gain=0.00010858 0.000205023 0.000193176 0.002521 0.00225237 0.00784892 0.00122984 0.000707306 0.00134758 0.000506492 0.000361002 0.00065957 0.000512075 0.000304115 0.00029543 0.000448601 0.000251528 0.000216229 0.000187297 0.0100291 0.00304292 0.00761433 0.000181793 0.000215875 0.000599892 0.00111755 0.000365638 0.00143651 0.00686773 0.00233559
threshold=187.14705358135004 186.34046889365004 117.64961624655002 147.98468416440002 62.357017394150006 0.082025000000000028 195.81403325600004 61.987779113750001 49.977661466200011 11.007427546000001 22.654947022900004 23.374630421750002 87.111491403900018 13.122774073950001 14.351157895250003 117.69263157665002 187.81654873955003 8.6432548896500023 41.362929270750008 42.081757894750005 11.241604453150002 -0.097799999999999984 14.849677877150002 195.34352961910002 13.304953393500002 86.09518316945001 23.164713644150002 -0.16164499999999998 32.99104187950001 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -2 5 -5 -7 8 -6 14 12 -12 -9 -14 -4 -16 -15 -17 -1 20 21 -20 23 24 25 -18 -25 28 29 -28
right_child=2 -3 9 4 7 6 -8 10 -10 -11 11 -13 13 16 15 17 22 -19 19 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00030520273371083181 -0.062730248649565931 -0.0021930660984113624 0.0016895659677238087 0.09873116928112588 -0.0059982761204100191 -0.0023756834946999155 -0.10018277356850679 -0.038344513832289109 0.0011695419609918203 0.0036404945315731772 0.0043904613883288595 6.8836881402267188e-05 -0.002356367490579543 0.0022585321425748085 -0.0029246962545253579 0.0013183701166013875 -0.00058003710618429729 -0.0011409488531765311 0.087205738569793217 -0.00043892806109575275 0.090090025553108688 -0.10022015457805829 -0.0018178727019742609 -0.0026783371893789347 1.6492875575191303e-05 0.0059769898291485244 -0.087265889333452251 -3.3165740146514409e-05 0.090348354691659902 0.014233057983599473
leaf_weight=9.946982065217929 0.0064038051068661108 0.52569369743803207 1.0197697514413446 0.0086479878457049741 0.54450175471619278 0.0023154675390730803 0.0028904716891702265 0.0034806707008091511 0.50606193212353645 0.5290277322374094 0.54288243291466542 1.0105195343267608 0.52990792484602067 0.51182542398020103 0.52239358867359476 1.0217472542753965 0.50519672117855507 0.54992247019515605 0.0058765874230148896 1.0176957481272086 0.015863630112932015 0.0034343033234865983 0.52738326821018588 0.52624810631030783 3.0805111598819299 0.53538866746384883 0.0042362213989041164 19.322176993145405 0.0089588585019555467 0.0048773318907606722
leaf_count=761 19 87 21 13 75 12 28 27 11 24 67 35 57 35 43 33 18 38 25 853 18 54 203 51 796 54 79 995 32 69
internal_value=-6.84227e-07 -0.000263816 9.45204e-05 5.94902e-06 2.02066e-05 0.0403315 -0.0566807 3.77508e-07 -0.0025455 0.000779787 9.9022e-05 0.00157916 9.06793e-06 1.42915e-05 0.000293764 -0.000385965 6.44869e-05 0.000457862 -0.000171531 0.00110344 0.0634547 0.0180741 1.86794e-05 5.90573e-05 0.000717718 0.0027936 -7.7575e-05 -6.80831e-06 0.0281733 -0.0329463
internal_weight=43.3428 11.5155 31.8273 28.1844 28.178 0.0138539 0.00520594 28.1642 1.05056 3.64286 27.1136 1.5534 25.5602 25.5567 3.11383 2.09406 25.0268 1.57167 10.9899 1.04287 0.0251745 0.00931089 24.515 23.9876 4.1211 1.04059 19.8665 19.3402 0.0180724 0.00911355
internal_count=4633 1798 2835 2676 2657 53 40 2604 86 159 2518 102 2416 2389 135 114 2332 71 1711 950 97 79 2297 2094 868 72 1226 1175 180 148
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=8 8 19 20 2 19 23 12 21 12 3 22 16 16 5 19 23 22 21 9 5 3 18 23 17 19 2 18 23 4
split_gain=8.96158e-05 0.000145532 0.000270311 0.000353105 0.000144438 0.000123671 0.000266151 0.000302924 0.000333295 0.000223368 0.000217589 0.000203168 0.000189356 0.000544691 0.00121752 0.00208282 0.000539857 0.000745792 0.000403027 0.00059592 0.000472948 0.00146638 0.000226287 0.000937422 0.00736763 0.00611177 0.00381732 0.0015462 0.000934196 0.000925462
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 42.498713093000006 45.979371440700014 14.451165964200003 0.085855000000000029 118.69549532925002 12.010563921350002 256.19386559905007 93.733092718100025 -0.063379999999999992 22.594947163200004 22.624947093000003 20.971847224900007 14.151141757350002 -0.27651499999999996 -0.031989999999999998 4.7516206878500009 184.36538191430003 21.757682542950004 93.499196860750018 13.552878921100001 -0.091114999999999988 193.82504409230003 12.651020723000002 114.84516036250001 15.015859748200002 -0.10978499999999999 330.20885572415006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 12 -7 -8 9 10 11 -9 16 14 -14 -16 17 -6 19 -15 -20 -22 -18 24 25 28 -26 -28 -24 -29
right_child=-2 2 3 -5 5 6 7 8 -10 -11 -12 -13 13 18 15 -17 22 -19 20 -21 21 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=0.022241779906193714 -0.0012759243853704846 -0.00010609149527878001 0.0037843931067772481 8.8611428408703175e-05 -0.0026653667190432322 -0.0016878606853426793 0.0028963024808710278 -0.00046861019853065649 0.0027063732796618004 0.0020064245603303213 -0.0020315569775413572 0.0012587636884553001 -0.00013181281212261813 0.0001221415550516719 0.00031400855275934286 -0.0085722143407675078 0.00058073453135446278 -0.10004161543097814 -0.00045412541514313373 -0.004144081999398328 0.0059977192540926804 0.000158166172719106 -0.0012160087680995943 -9.5001222883613252e-05 0.091447891650087321 -0.099688262076980894 -0.10006227443476419 -0.060674773750704708 0.093551045591884388 0.049059343733794343
leaf_weight=0.0029115449034041721 0.54385404903926016 1.5030811276978959 0.53360696826928211 0.5014641915872744 0.0020355247026725108 0.5529056532471931 0.52545370855659701 2.0220574356389989 0.53722675422853416 0.51505059857231561 0.55998150644433042 1.0265872842064716 2.0009600498988207 0.85625829818127364 0.50500946148531489 0.55215139740778341 6.0841055881040651 0.001281813466011558 3.0254977230797522 0.53012725667258564 0.54466356129705706 2.0429484553507251 0.0023618477956735334 18.341955978634836 0.0066508871386758983 0.011801841582645523 0.0017237285401279223 0.0011126506442556972 0.0018589366788439518 0.0024851657827662244
leaf_count=18 204 16 47 9 123 139 52 51 33 34 49 29 16 7 5 74 737 70 43 78 22 72 161 2323 9 37 21 73 12 69
internal_value=-3.40553e-07 1.58699e-05 0.00075029 0.00199389 -3.04341e-05 -3.20451e-05 0.000397792 0.000620138 0.000363532 5.83096e-05 -0.00021974 0.000113058 -0.00010352 -0.000468772 -0.00158213 -0.00432723 4.66833e-05 -0.0402914 1.76588e-05 -0.00150918 0.000394774 0.00138733 5.21554e-05 -0.000122909 -0.0184079 -0.0627532 0.0409391 -0.0221871 0.0405217 0.0151233
internal_weight=43.3392 42.7953 2.53815 1.03507 40.2572 40.2543 5.73926 5.18636 4.6609 4.12368 3.60863 3.04864 34.515 10.0576 3.05812 1.05716 24.4574 0.00331734 6.9995 1.38639 5.61311 2.58761 24.4541 18.37 0.0279951 0.0160226 0.0119724 0.00532154 0.00422078 0.00359782
internal_count=4633 4429 72 56 4357 4339 387 248 196 163 129 80 3952 317 95 79 3635 193 222 85 137 94 3442 2705 382 210 172 163 173 142
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=22 2 16 22 22 2 16 9 2 15 20 12 5 18 21 15 20 0 17 23 14 21 21 9 20 21 12 15 23 5
split_gain=0.000102639 0.000390888 0.000264657 0.000231504 0.00113741 0.00106195 0.0075625 0.00264776 0.00105316 0.00100758 0.000619971 0.00493679 0.00139275 0.000776326 0.000421245 0.00358143 0.00354768 0.00322711 0.000557299 0.00108951 0.000254045 0.000619056 0.000461491 0.00950989 0.00841437 0.0079824 0.00695878 0.00117086 0.000605632 0.000373003
threshold=-0.036264999999999999 45.979371440700014 22.654947022900004 -0.053874999999999999 -0.066979999999999998 71.708303056200009 21.719949209300005 193.70978346765003 77.002902305750027 23.340124910500005 34.515670600900002 94.177001085000015 19.327153142150006 13.258241318650002 1.0000000180025095e-35 35.293770423450006 36.952388736350009 94.848802842250009 171.58888147770003 -0.15544999999999998 198.10234588415003 7.961078016750001 2.7948066777500005 212.20546459280004 42.527280425250005 1.2219980417000003 190.46998066150005 42.80317728375001 0.093185000000000032 20.201591378100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -3 -5 -10 12 -12 -7 -14 15 16 -13 -18 19 -16 21 -20 23 24 25 26 -22 -26 -28 -27
right_child=2 3 -4 8 -6 10 -8 -9 9 -11 11 14 13 -15 18 -17 17 -19 20 -21 22 -23 -24 -25 27 29 28 -29 -30 -31
leaf_value=0.037348249858703872 0.00013160696011555822 8.9654282717675801e-05 0.0022847633036653689 6.7486945367330531e-05 0.0043485564409834754 -0.05724438675956988 0.032240813863649874 -0.094762505685005535 -0.00029741122367926454 -0.0064889730622968269 0.097610227774946476 -0.10012640784831804 -0.0062741048299352151 0.081906949443354873 0.011209447219861056 -0.072278728636379186 0.094376252815647377 -0.053705106626119825 0.00010836695415349224 -0.10004509063937726 0.063213335992198208 0.0035341373637333066 -0.00023820469126332728 0.001005703851036452 0.07135717396464035 -0.070827570822319705 -0.1001864585571165 0.0024796780887061968 -0.039596663408253026 -0.10040741150529105
leaf_weight=0.002786228767486131 13.227864907046083 0.0040342218738150812 0.59661180484550946 3.5161135519738371 0.59015400905467785 0.0013806380885962302 0.014542902041284833 0.010879607157676219 0.50235923333154964 0.55124155111974815 0.0051719456489135443 0.0014717180014664497 0.0014016052350880326 0.0034702910735131542 0.0019216433262840837 0.0034389841412689756 0.0078339090648711363 0.0018120963706966262 7.9296257498249059 0.0016242323826095575 0.0075507797038517621 0.56507862855823976 15.234328616575253 0.50869141781341032 0.0052587044549756712 0.005262778007894652 0.0041132938803993824 0.0046507078304784955 0.0027544457245838316 0.022441588569563464
leaf_count=22 1235 35 108 19 140 131 30 90 24 61 17 81 85 29 98 36 98 66 274 267 35 91 1259 94 27 36 46 13 16 70
internal_value=-3.26208e-07 -0.000105659 0.000224529 -0.000109195 1.07027e-05 -9.44363e-05 -0.0190701 -0.0691048 -0.000763528 -0.00353682 -7.1452e-05 -7.95489e-05 0.0314134 0.056538 -0.000100334 0.0169058 0.0444928 0.0665577 -0.000110524 -0.0397521 -0.000104737 0.000336254 -0.000341906 -0.00315937 -0.043879 -0.0633837 -0.00304145 0.0390314 -0.0758857 -0.0947884
internal_weight=43.3359 29.5114 13.8245 29.5086 24.9389 24.3487 0.0294567 0.0149138 4.56971 1.0536 24.3193 24.313 0.00625253 0.0048719 24.3079 0.0145567 0.0111177 0.00964601 24.2933 0.00354588 24.2898 8.4947 15.7951 0.560724 0.0520323 0.0421229 0.0144185 0.00990941 0.00686774 0.0277044
internal_count=4633 3290 1343 3268 3164 3024 155 125 104 85 2869 2624 245 114 2607 281 245 164 2326 365 1961 365 1596 337 243 203 97 40 62 106
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=0 20 22 16 20 13 16 21 10 15 22 9 9 23 22 20 19 22 0 20 6 22 22 16 16 12 23 20 22 20
split_gain=0.000108564 0.000740314 0.0161051 0.0109525 0.0073076 0.00161126 0.00117378 0.000786925 0.000548323 0.000352529 0.00290861 0.0202791 0.00741561 0.000738568 0.000588991 0.000497533 0.000815413 0.000413042 0.00629614 0.00270409 0.00160701 0.00134377 0.00228924 0.00139138 0.00138221 0.00112182 0.00108763 0.000875631 0.000630893 0.00141251
threshold=86.345209775600011 41.965446242000006 -0.082654999999999992 22.714946882600003 43.847983878700006 117.53132408880002 22.544947280100004 18.476280862950002 61.950140699950005 37.882159664350006 -0.06828999999999999 201.40496258350001 198.14098854835004 -0.27118499999999995 -0.066979999999999998 42.654057868200006 14.351157895250003 -0.160525 87.842680954300008 39.065416244600009 13.400313096150002 -0.59496499999999986 -0.54488499999999995 18.684956306450005 16.684960983300005 190.46998066150005 0.085345000000000018 32.724174661450007 -0.15022499999999997 43.219899330700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 7 6 -6 -4 -3 13 15 12 -12 14 -2 16 -11 18 -15 20 -20 25 26 24 -24 -21 -23 -19 29 -29
right_child=9 2 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 17 -16 -17 -18 27 19 21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.1362688378439304e-06 -0.0053798682416665751 0.0020435480542214065 -0.10020369742470635 0.083505863847059575 -0.10013474443703881 0.096861307762951085 0.052488489916770353 -0.052413624994010415 -0.0025416898532072355 -1.1105974909552524e-05 0.088434353961466067 0.00065161744837986672 0.023760876507561285 0.094418730979530671 -0.10003600952301035 0.0013092523514278412 -0.0042257602355281736 -0.058710514848949513 0.027291770690800077 0.067821913510087414 -0.098055857732104179 0.019028357031656205 0.027647386769403162 0.091609744614489563 -0.10004748730387643 -0.021631024131882837 -0.10004097708873179 -0.10005499204923485 -6.5804736226461504e-05 0.02873869967418749
leaf_weight=10.116977588139992 0.0013049585574757758 0.5198064349515239 0.030791306970459842 0.0046132702513261839 0.001014499939131496 0.0024073709428193979 0.0010011972144212677 0.0038796823757358814 0.5234183627361837 3.0224193121114387 0.037120462086021599 0.52938694448539536 0.033939560357794107 0.0070424674220274193 0.0013246780112505024 2.0329476811740221 0.54124788139233704 0.0025467751726421231 0.0013038829896498292 0.0047611942165333111 0.0047443496462875601 0.0010030151230608882 0.002868803885044297 0.0020093188134069351 0.0012031872298408075 0.0019870609280845386 0.0032623734565495055 0.0019167749524274793 25.888104024615672 0.001532244999302268
leaf_count=664 74 191 161 20 42 4 7 12 198 74 31 88 23 35 38 48 60 100 155 35 48 35 196 14 14 41 50 46 1919 210
internal_value=-5.42091e-07 -0.000268576 -0.00274855 -0.0622177 -0.0794137 0.041633 -0.0243268 -0.094856 -0.000257009 9.29403e-05 0.000770527 0.00738469 0.0575451 -6.90168e-05 -0.0530628 6.09102e-05 -0.000651225 -6.36414e-05 0.0116271 -0.0135663 -0.0710333 0.00676563 -0.0158769 0.0235167 -0.0100837 0.041482 -0.0720416 -7.72697e-05 -7.15024e-05 -0.0428377
internal_weight=43.3279 11.2039 1.08693 0.0437073 0.0390941 0.00442307 0.0020157 0.034671 1.04322 32.124 6.19706 0.600447 0.07106 25.9269 0.00262964 5.59661 3.56367 25.9243 0.0301857 0.0231432 0.00604823 0.017095 0.0103467 0.00608131 0.00407199 0.00674826 0.00426539 25.8941 25.8916 0.00344902
internal_count=4633 1299 635 246 226 53 49 173 389 3334 324 142 54 3010 112 182 134 2898 623 588 203 385 309 224 210 76 85 2275 2175 256
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=15 21 19 22 10 13 18 5 22 15 3 21 20 2 23 22 20 20 9 22 13 5 17 0 12 17 9 21 20 23
split_gain=0.000100047 0.000411 0.00018522 0.00108824 0.00644809 0.00280142 0.000598835 0.000672772 0.000316758 0.000772982 0.00181079 0.000406047 0.000559595 0.000259931 0.000252097 0.00108959 0.00145306 0.000423491 0.000228841 0.000450838 0.00360714 0.00282826 0.00205161 0.00166988 0.000399055 0.00976978 0.00666251 0.00589726 0.0105659 0.00601072
threshold=46.435439118750004 15.294585115650001 14.351157895250003 -0.14008999999999996 62.095317438950012 117.43453959610001 13.876389391100002 20.608876568850004 -0.066979999999999998 37.491361913600009 93.469623821300004 5.2921303083500009 41.289992964000007 108.01392853780001 -0.55393499999999996 -0.63026499999999996 41.037275035300006 41.935569238650011 195.13041324455003 -0.14510999999999999 111.12203990580001 16.043149448600001 197.02652249450003 94.426714915750011 111.90336595095002 184.16216363550004 186.70853236170004 9.6397968770500011 36.558960102350007 0.11148000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 -4 -6 7 -5 11 -10 -11 12 -9 -13 17 16 -16 -1 24 20 21 22 -20 -23 -17 26 -26 28 -27 -30
right_child=1 -3 3 6 5 -7 -8 8 9 10 -12 13 -14 -15 15 18 -18 -19 19 -21 -22 23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.081498589272624544 -0.0030336449515975883 0.00039717170678117697 0.051732687975173212 0.0039727240184455268 -0.015408009492220801 -0.093968223677941068 -0.0028542768246687918 -0.00016241982434578883 4.7061685059642954e-05 0.0073547630303971469 -0.0005909033741617253 0.0015616017579713818 -0.003985571820953983 7.851562898738521e-05 0.040233056785372888 -0.00012860251611496577 -0.085648802896079596 -0.009254831344279164 0.077323633465709724 4.7237263276035984e-05 0.061829955004386497 0.0087415642147289051 -0.060398153407513588 -0.092003501546558758 0.01451762330150802 0.058163293581181996 -0.095462186128864118 -8.5551665329602062e-05 -0.065213103175587483 0.048965156573349475
leaf_weight=0.0010010779232531566 0.53430116036815078 1.0077941220162356 0.008563436398616342 0.54340518613753097 0.0093566122970401011 0.0088159963343059644 0.54512563471416875 1.365573380760903 2.0143923592650039 0.56183877000148619 0.58594091017300798 1.5431706438830586 0.53200487643471195 5.0457565450813036 0.0012871033245244181 5.5194838081444431 0.0031887271224846359 0.0010571837595615974 0.0036542484652453133 21.353360381578668 0.0092652238033963386 0.0024319811381019463 0.0015364432540211359 0.0050861080201585196 0.0078737812847468058 0.010513159452759116 0.018334221557171793 2.028272348280288 0.042033092261976476 0.0051786722308406743
leaf_count=30 187 20 37 66 34 6 136 25 38 50 75 55 109 63 48 295 18 42 57 1230 35 16 102 57 820 166 39 357 410 10
internal_value=-5.29556e-07 -0.000791529 2.86679e-05 0.000346122 -0.0198077 -0.0535196 0.000388426 0.000533412 0.00037297 0.00122724 0.0032985 5.46572e-05 -0.00123428 0.000425864 -0.00011099 -0.000113473 -0.0494493 0.034885 -0.00010586 6.19697e-05 0.0143783 -0.0202159 0.036558 -0.0594141 -0.000575929 -0.00174486 -0.0624205 -0.00098254 -0.0324999 -0.0526889
internal_weight=43.3196 1.5421 41.7775 12.7639 0.026736 0.0181726 12.7372 12.1921 11.6487 3.16217 1.14778 8.48651 1.89758 6.58893 29.0136 29.0115 0.00447583 0.00205826 29.007 21.3753 0.021974 0.0127088 0.00519069 0.00751809 7.63169 2.11221 0.026208 2.086 0.0577249 0.0472118
internal_count=4633 207 4426 694 77 40 617 481 415 163 125 252 134 118 3732 3660 66 72 3594 1497 267 232 159 73 2097 1802 859 943 586 420
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=0 6 14 21 20 6 22 13 22 20 0 22 20 20 23 5 22 16 2 20 7 22 22 16 18 17 4 15 18 6
split_gain=8.76077e-05 0.000671981 0.000466129 0.000404035 0.000398039 0.00589696 0.0142877 0.00861615 0.00349452 0.00261346 0.00240094 0.00189842 0.00188948 0.00184835 0.0017362 0.00072083 0.000322179 0.000605791 0.000300221 0.000283921 0.00112456 0.000374211 0.000992932 0.000529677 0.000193769 0.00190262 0.000554504 0.000491027 0.000988622 0.00113962
threshold=86.345209775600011 16.405383309150004 129.42733769190002 14.731151610350002 41.873095646600007 16.435384010100005 -0.082275000000000001 117.64961624655002 -0.083004999999999982 43.968221017800005 85.216057360850016 -0.088274999999999992 43.847983878700006 42.498713093000006 0.08326500000000002 29.110986871100003 -0.092614999999999989 22.634947069650003 45.979371440700014 41.362929270750008 22.929105819350003 0.022350000000000005 -0.051199999999999996 22.834946602000002 13.278511569200001 188.13858192940003 143.58239362595003 16.701926737050005 17.267778657600005 11.865277230300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 18 19 -6 7 8 9 16 12 13 -8 -9 15 -11 17 -7 -4 21 -21 22 -3 -23 25 -20 -26 28 -28 -30
right_child=2 4 3 -5 5 6 10 11 -10 14 -12 -13 -14 -15 -16 -17 -18 -19 24 20 -22 23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0036982771399925898 -0.048384518268305754 -2.6096732571837673e-05 0.053479299153019827 0.0028098084236752429 -0.00019176187430189557 -0.0040175933222326233 -0.10004057941809437 -0.042779815171082099 0.099786875356699098 -0.10004626602243238 -0.10021604616794888 0.096394929566303605 0.074757747938525534 0.076776814739976704 0.098072633227617792 0.0084389247761591981 -0.10011335888343625 -0.10003147147196041 -0.0005295954533500926 0.0051119232049716412 -0.00055866529904426046 0.0039192848759142737 -0.004501867155036688 -0.00052993997342319014 0.044491268823038679 0.0061848869120983436 -0.065460905989548832 -3.3502927237089978e-05 -0.056755980761233386 0.06820418308689899
leaf_weight=0.53551167160014301 0.0019841498433298401 6.4275257917307931 0.0010512489423167839 0.53557449375418542 1.0148871117130789 0.0011540670535339359 0.0010567092069446718 0.0024389163490923247 0.0015774163288142526 0.0011128720366286879 0.022320818214453197 0.0090980601189585286 0.0014908790561070084 0.0027524932528388835 0.001429764664862887 0.0013621578623457253 0.0062689243994994426 0.0015261200425129573 2.0196552149389855 0.53019637275152121 1.0274367603506105 0.52152106914464702 0.53707683341665458 0.54950132018711884 0.0027965652552656142 0.53348685768287385 0.0033212576186431378 29.012606145678287 0.0012899943766983757 0.0016806571653802393
leaf_count=252 8 379 6 304 23 31 92 15 12 19 66 8 40 35 3 64 38 15 67 67 21 53 48 18 8 34 275 2064 548 20
internal_value=-7.93966e-07 -0.000241652 8.31879e-05 8.61827e-05 -6.80347e-05 -0.00189887 -0.0342286 0.0138186 -0.0406835 -0.0579219 -0.0897188 0.0688618 0.00225349 0.0206093 0.0103404 -0.0403403 -0.087707 -0.0586887 3.99859e-05 0.00013588 0.00137152 -0.000103638 -0.000371247 0.00163655 3.82067e-05 0.000873416 -3.52696e-05 -3.95607e-05 -0.0279724 0.0139407
internal_weight=43.3107 11.1972 32.1134 32.1115 10.6617 1.06848 0.0535892 0.0287208 0.0144313 0.0128539 0.0248684 0.0142895 0.00254759 0.00519141 0.00390479 0.00247503 0.00894911 0.00268019 31.5759 9.59326 1.55763 8.03563 6.9646 1.07102 31.5748 2.55314 29.0217 29.0189 0.00629191 0.00297065
internal_count=4633 1299 3334 3326 1047 461 438 240 182 170 198 58 132 50 86 83 84 46 3022 586 88 498 427 71 3016 101 2915 2907 843 568
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=15 7 20 15 22 23 21 22 16 10 7 18 20 22 18 3 23 20 0 6 16 2 22 21 6 14 13 4 4 23
split_gain=0.000105908 0.000437013 0.000211243 0.00012594 0.000645481 0.00162447 0.000385794 0.000472627 0.000362958 0.000787899 0.000252073 0.00604503 0.00661631 0.00450136 0.00189126 0.00163355 0.00135398 0.00113531 0.000432258 0.000300282 0.000194695 0.000465701 0.00016327 0.000160615 0.000148499 0.000747491 0.000899051 0.000362975 0.000805073 0.000522839
threshold=46.435439118750004 23.543468673550006 42.206017975500011 41.54912092575001 -0.06828999999999999 0.10249000000000003 6.4178488307500006 -0.08158 22.674946976100003 62.036171360100006 22.557405306150006 12.964611930900002 41.873095646600007 -0.059424999999999999 13.141419083100002 90.730084986350008 0.08376500000000002 44.578137159850009 95.746747857800017 11.895277931250002 21.979948601300006 79.265746973750012 -0.077085000000000001 12.717166023350002 16.455384477450004 265.16683954625006 117.73026999045001 128.88186563570002 143.58239362595003 -0.55393499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 6 -6 7 -5 10 -10 11 22 13 20 -14 -15 17 -16 -19 -18 21 -13 -1 -8 27 -26 -27 -12 -29 -30
right_child=1 2 -4 4 5 -7 23 -9 9 -11 24 12 14 15 16 -17 19 18 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.0010296537454041075 -0.0031697255518840953 -0.0010537236414126779 0.0018250301114377783 -0.0036995984391729776 0.0064066550815564298 -0.0011752997196692366 0.0013759791059659342 -0.00017963475135110429 -0.004563162642970465 0.00093403268787359262 -0.055131144424612956 0.098975504323748631 -0.089618508244996384 0.049344931748796325 0.08996682958405719 -0.10017779754895768 -0.023090894810783802 0.024467343695019152 -0.060425820924491086 -0.10010789453720087 0.10008136939003556 0.016773594329758106 0.001486941139329968 -7.780219240742235e-05 -5.5133051461265759e-05 -0.005750447561560023 0.00014156781131939938 0.049930050259203204 0.066769900171042881 8.6157683284673588e-05
leaf_weight=0.51627692868522446 0.52146532599370843 0.50852098418877723 0.51109354925079487 0.52945040033233626 0.56372517971011749 0.56662495071577723 1.5316223380237661 1.3646338916967127 0.53416797397460303 0.50933566187995893 0.0011901254183567236 0.0021662033568008989 0.0029841962739887151 0.001264795301136489 0.00211884749879232 0.0017301674539069722 0.001003342202358759 0.001496812363015021 0.0010008323998667024 0.0010217830398513428 0.014949544769478962 0.0010107887721568787 0.5149173018658777 1.5083768685603898 8.080263714477864 0.53660046374773063 0.50054918645764701 0.0032413393128106751 0.0011758409711174469 24.470244888574214
leaf_count=411 129 34 44 73 91 31 38 26 106 28 4 7 22 23 26 22 41 85 57 18 10 113 184 24 120 65 3 9 13 2776
internal_value=-8.91221e-07 -0.000815001 0.000389285 2.91498e-05 0.000450475 0.00260595 -4.3324e-05 -0.00116356 -4.24241e-05 -0.00187997 1.29064e-05 0.0015298 0.0452232 0.0765388 -0.0234913 -0.0370332 0.00622082 0.0361255 -0.00955024 -0.0619501 0.0953037 0.0728222 0.000226985 0.000654647 -3.50452e-05 -0.000379529 -0.00290684 9.32771e-05 9.59625e-05 8.93618e-05
internal_weight=43.3042 1.54108 1.01961 41.7631 6.06443 1.13035 4.93408 1.89408 35.6987 1.0435 34.6552 1.06194 0.0307473 0.0211215 0.00962581 0.00299496 0.00664162 0.00461649 0.00249764 0.00202513 0.0181265 0.00317699 1.03119 3.04 33.5933 9.11741 1.03715 24.4759 24.4747 24.4714
internal_count=4633 207 78 4426 283 122 161 99 4143 134 4009 1019 424 175 249 45 227 168 142 59 130 120 595 62 2990 188 68 2802 2798 2789
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=15 21 19 12 22 17 21 15 6 21 23 21 6 6 22 19 5 22 21 0 22 20 7 5 22 12 17 16 7 6
split_gain=8.57598e-05 0.000359261 0.000153811 0.000554362 0.00045703 0.000650203 0.000608421 0.000817824 0.000554679 0.000259908 0.000344837 0.000775086 0.000217297 0.000764734 0.000216748 0.000250164 0.00852783 0.00426569 0.00101349 0.00071865 0.00188583 0.0006642 0.000641805 0.000299891 0.00213487 0.00154996 0.00156653 0.00131872 0.000515772 0.000442869
threshold=46.435439118750004 15.294585115650001 14.351157895250003 74.22129117770001 -0.066979999999999998 191.06791329340004 14.550451234850001 36.776646943950006 16.265380038000004 4.6633733285000014 0.086375000000000021 0.54612131245000006 16.465384711100004 16.445384243750002 -0.095854999999999996 13.151061067750001 17.352342178450005 -0.15580499999999997 5.2472773321000004 95.217121606100008 -0.11534 43.968221017800005 22.093462376800005 16.043149448600001 -0.10290999999999999 117.26476561030002 203.09927826650002 14.544965987550002 25.860263408900003 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 -4 8 -6 7 -7 -5 10 -10 -12 13 -11 15 16 23 18 22 20 -19 -20 -18 24 25 -1 27 28 -27 -29
right_child=1 -3 3 4 5 6 -8 -9 9 12 11 -13 -14 -15 -16 -17 17 19 21 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.076562043963265117 -0.0028293246652724233 0.00037853516320185637 0.0497775631190637 -0.0031639116958079917 0.0042811905764298351 0.00035619728221476517 -0.0024624805791563674 0.0046696035249925508 0.0006411310033386556 0.00028874208576305473 6.8835906583427159e-05 -0.0048034752796890512 -3.6410872408089101e-05 0.0045598400233297356 -0.00024931868247873141 0.00021840990153723411 -0.00015253437076157735 0.093536722893233754 0.083639858877495088 0.098258768737965685 -0.050091821971857214 -0.012015338566372449 -0.10005367063202915 -0.00059615099555498235 -0.10005178264286026 -0.046989523885587053 -0.045908979826022683 0.037172765166371566 0.03187443493549566 0.10003033603021304
leaf_weight=0.0013152716633436654 0.53424028905620602 1.0075559927570337 0.0022655730936084187 0.54647104491704013 0.59190475869655701 2.0283740016420788 0.51830693403280736 0.56117004322993569 1.0152525787725593 2.024994483373121 0.85811095887402167 0.52702065007031251 3.5530025686715589 0.52864973398391146 22.395988092287496 6.0662502209421874 0.00109972507962136 0.0031303173091923311 0.0012073806306176493 0.013009042880497645 0.0012912448411981914 0.0018203506191256658 0.001548689868763109 0.50463972312387284 0.0014811885009957089 0.0011314731257035639 0.0018855205703255011 0.0015057477042932366 0.0031049855755000159 0.0043853334791492671
leaf_count=114 187 20 17 67 65 42 25 103 95 51 15 73 99 42 1822 599 157 57 19 8 18 118 23 62 35 106 212 120 256 6
internal_value=-5.92094e-07 -0.000733005 2.64487e-05 0.000315848 0.000307061 0.00124351 0.000664968 0.00129094 -7.56223e-05 0.000122762 -0.000758858 -0.001785 0.000469307 0.00117294 -0.000100821 0.000402408 0.00245967 0.0619025 -0.0133906 0.0864211 0.0515924 0.0261295 -0.0585708 -0.000184537 0.0138413 0.0264984 0.0377821 0.0533635 0.0108115 0.0839641
internal_weight=43.3021 1.5418 41.7603 12.7555 12.7533 3.69976 3.10785 2.58954 9.0535 8.50703 2.40038 1.38513 6.10665 2.55364 29.0048 6.60881 0.542556 0.0231068 0.00567615 0.0174306 0.00442156 0.00302773 0.00264841 0.519449 0.0148095 0.0133283 0.0120131 0.0101275 0.00423646 0.00589108
internal_count=4633 207 4426 694 677 235 170 145 442 375 183 88 192 93 3732 1910 1311 400 317 83 75 137 180 911 849 814 700 488 362 126
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=0 6 14 22 22 21 5 18 2 20 18 8 23 23 15 6 16 9 17 0 17 15 23 20 22 17 23 21 5 6
split_gain=8.719e-05 0.000555118 0.000419062 0.000398093 0.00237695 0.000316878 0.000271253 0.000220225 0.000216282 0.000272984 0.000470045 0.00108204 0.000215345 0.00039198 0.000175523 0.000161893 0.00111494 0.00846558 0.0080987 0.0127053 0.00540906 0.00799949 0.0142241 0.00180811 0.00030685 0.0010401 0.000414036 0.000467799 0.000254443 0.000205948
threshold=86.345209775600011 16.405383309150004 144.12207640715005 -0.053874999999999999 -0.017745 14.731151610350002 24.453399453300005 12.880535946600002 135.87377242040003 42.759119507950011 12.947178517500001 8.8430989333000021 0.10307000000000002 0.093325000000000033 41.54912092575001 14.845346859150002 20.864951208700003 195.13041324455003 201.61829342215003 90.767723400200012 198.39433209390003 29.326787846200002 0.096480000000000024 40.099856909850011 -0.06828999999999999 191.56943241645004 0.097005000000000022 5.1836832807500004 18.946524085150003 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 15 7 -3 9 10 -9 -12 13 -6 -10 28 17 -17 20 -20 21 -19 -23 -21 26 -26 -18 -28 -4 -27
right_child=2 3 5 4 12 -7 -8 8 14 -11 11 -13 -14 -15 -16 16 24 18 19 23 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.0033805576021219705 -0.028502273033944887 -0.0011260345141980209 -8.6447546085941638e-05 -0.0069661077240189403 -0.00044429328656132752 0.0025026782142174649 -0.0019939015097115774 0.00030275424423829292 -0.00058894277698794129 -0.00015897292632042172 0.0064389717284504822 1.0981700212637805e-05 -0.00093747867851820793 0.0034456449616309306 0.00072721710521459924 -0.00061151527742016223 4.0909111115989562e-05 0.087539983410708996 0.077465904365027621 -0.025116589297387623 0.091186459346207061 -0.055206587826006993 0.072361287149748613 -0.093529816629824486 0.0049880667090227843 0.0010008751099455386 9.0335760582694477e-05 -0.0041679764338501185 -0.0023077334655980321 -0.00063831813879492783
leaf_weight=0.5360926930082649 0.005127551810793273 0.87916470845044425 17.184246672574822 0.55029930182979336 0.51556092603443537 0.53443411199357882 0.51810975693855343 1.0054717489401817 2.0172713622650917 1.0120724435050759 0.54124631742888574 0.50734271634570405 0.55031711768737057 0.52065228758692683 2.0358100801984449 0.52725312621445297 8.6006374328117072 0.016916325323109049 0.0092255674535408616 0.0060602682028729751 0.020971614707377739 0.018881130225054221 0.016274624984362163 0.010655854372998874 0.52971855516807353 1.5483227209624604 0.50649607242848904 0.52578079602255912 0.53163535183446242 1.517876868456369
leaf_count=252 20 59 2045 72 197 304 453 8 36 36 44 15 26 32 69 76 234 27 13 22 26 35 12 32 19 78 25 21 313 32
internal_value=-3.03327e-07 -0.00024069 8.3463e-05 -8.26863e-05 -0.00130307 8.80285e-05 0.000223513 0.00036715 0.000551547 0.00118526 0.00184759 0.00332889 0.000661199 0.00151023 7.21472e-05 4.71532e-05 0.000303216 0.00442621 0.03126 -0.016737 0.0483063 0.0310367 0.0038483 -0.0687273 0.000108038 0.000896311 -0.00018622 -0.0020786 -0.000153106 0.000189417
internal_weight=43.2999 11.1894 32.1105 10.6533 2.13683 32.1054 8.51649 7.99838 7.11921 3.06613 2.05406 1.04859 1.58653 1.03621 4.05308 31.571 13.8551 0.626239 0.0989854 0.0259417 0.0730437 0.0520721 0.0351558 0.0167161 13.2288 3.59592 9.63291 1.03228 17.7159 3.0662
internal_count=4633 1299 3334 1047 327 3314 720 267 208 103 67 59 255 229 105 3010 652 243 167 67 100 74 47 54 409 129 280 46 2358 110
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=19 22 4 17 18 5 6 16 3 18 20 22 20 21 18 7 20 4 22 4 16 22 6 20 23 8 5 2 13 10
split_gain=8.66783e-05 0.000988178 0.0011583 0.000527261 0.000344526 0.000622357 0.000231945 0.000480142 0.00021637 0.000629602 0.000456903 0.000405547 0.00034495 0.000204512 0.00255788 0.00454961 0.00135775 0.000665984 0.000513068 0.0027072 0.00405561 0.00243288 0.00235353 0.000374359 0.00159833 0.00036203 0.000276674 0.000238464 0.000199733 0.000289533
threshold=14.351157895250003 -0.63026499999999996 253.41602286305002 162.04221493815001 13.876389391100002 20.608876568850004 16.355382140900002 22.614947116400003 93.292185584700022 13.317304170000002 41.835830569250014 -0.047144999999999999 41.362929270750008 14.849677877150002 12.722397935550001 22.093462376800005 43.477771593600004 143.58239362595003 -0.245055 290.13641166820008 20.079953044350003 -0.58835000000000004 13.825323026450002 32.724174661450007 0.088565000000000019 7.943800736700001 14.72856291645 229.44804549725004 117.67650082785001 62.025417527550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 7 -7 9 -8 11 12 -10 14 15 16 -5 -16 19 20 21 22 25 24 -20 -19 -23 -18 29 -25
right_child=4 3 -4 13 -6 6 8 -9 10 -11 -12 -13 -14 -15 17 -17 27 18 23 -21 -22 26 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.035824701705144867 0.0036141953408302648 -0.051866778571410858 -0.082926408506342419 -0.085155073201251333 -0.0022277015765343076 0.00088743534814440719 0.0029608514919627618 -0.0033789352243495767 -0.00016767118455426736 0.00024841792397738751 -0.0028927774197399204 -0.0023188046574293786 0.0016913691536089963 -0.0020244544860188039 0.038753682161052821 0.099065981295878194 0.053077175009858382 0.036880988542501748 0.051118486218876651 -0.088619931222783291 0.10003434251421994 -0.036492306620195279 -0.055109695250681705 -0.0011571344754660799 -0.10005816533093342 0.097959122488912642 -0.10002476743656007 -0.011320985185286132 0.0010336643406181362 -3.9486279799826484e-05
leaf_weight=0.001143900406328272 0.5464093541595475 0.001966635417885664 0.0029132897767857394 0.0022526259757057465 0.55765525996005827 0.52596900172725358 1.0306252124137225 0.52918775193666079 2.8896964060544938 5.0434395565623049 0.54927263151091654 0.58915109948066291 1.5247712734708327 0.53461444064794506 0.0044179451651967785 0.0068202507723871264 0.0012666426872955938 0.0016164418042619033 0.0012105261041269804 0.0021147880126809312 0.0055491110906586991 0.0010104973775413445 0.00219247575265058 2.5562454079549992 0.0016561779822123965 0.0024283143650336569 0.0021309203932773357 0.0010530681067719705 1.520792851410987 24.855434629469485
leaf_count=24 70 382 43 162 190 37 32 47 106 106 172 71 20 307 13 6 72 37 100 162 10 57 17 157 53 13 55 55 29 2028
internal_value=8.22993e-08 -9.66301e-05 -0.0494452 -8.98442e-05 0.000207092 0.000309732 0.000167359 -0.00125226 0.00029619 0.000708654 -0.000154985 0.000145556 0.000474447 -8.63928e-05 -5.06254e-05 0.0473238 -0.0298566 -6.92641e-05 -7.51882e-05 0.0172705 0.0322718 -0.00782153 0.0283242 -8.54047e-05 -0.0362206 0.0735499 -0.0795883 0.0238426 -8.18243e-05 -0.000143711
internal_weight=43.295 29.5088 0.00405719 29.5048 13.7862 13.2285 12.6821 1.05516 11.627 6.07406 5.55289 5.00362 4.41447 29.5028 28.9682 0.0113926 0.00457234 28.9568 28.9524 0.0170425 0.0149278 0.00937865 0.00623723 28.9353 0.0028667 0.00404476 0.00314142 0.00231971 28.9325 27.4117
internal_count=4633 3782 67 3715 851 661 591 84 507 138 369 197 126 3333 3026 295 289 2731 2718 351 189 179 67 2367 153 50 112 127 2214 2185
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=20 22 23 21 21 13 21 17 21 4 17 22 21 14 9 20 13 20 9 17 22 15 16 18 15 20 21 22 8 20
split_gain=9.57032e-05 0.000405844 0.00405498 0.00390489 0.00290121 0.00239892 0.000653699 0.000641092 0.000410634 0.000350095 0.000389847 0.000428621 0.000229452 0.000192266 0.000129062 0.000118307 0.000347538 0.000621178 0.000327274 0.00026273 0.00024857 0.000222189 0.000759985 0.000159614 0.00466584 0.00383604 0.00414862 0.00177314 0.00179131 0.00152547
threshold=43.477771593600004 -0.085550000000000001 0.08326500000000002 6.7271511063500009 12.265872381800003 116.99094400460001 4.6112647835500011 200.68261045605001 7.961078016750001 396.73263321595005 182.37451917730002 -0.23557500000000001 7.0919822770000005 258.81881833755006 188.55070358395002 42.580420142950011 117.15225149240001 43.157831852650006 192.39832633775004 201.23649604560003 -0.06828999999999999 46.055224235250002 22.564947233300003 15.917243450850002 20.734744936600006 37.892416320650007 6.5280300271500007 -0.075639999999999999 8.1436447804000007 41.772405911750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 5 6 8 7 -4 9 -5 10 11 -2 -13 -3 -7 21 17 -17 -18 20 -20 23 -23 -1 25 -25 27 28 -27 -28
right_child=1 13 3 4 -6 14 -8 -9 -10 -11 -12 12 -14 -15 -16 16 18 -19 19 -21 -22 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=3.589175269860692e-05 -0.036726617199002616 -7.379869742602687e-05 0.034199183932081288 -0.10007164190704859 0.058262406898722821 -0.065799451006927412 0.093369913013960373 0.074622598172826057 -0.031573986484210476 -0.06170886467410739 -0.039100561768654132 0.069046402082303435 0.012480372890450453 0.0021613381249033074 -0.1001133787295015 -0.0045313195406297786 -0.0024182255272745062 0.00035777813281458675 0.00032712010872692804 0.0023563429221836372 -0.0020940595800282456 0.0013586429717204734 -0.0040572986707107959 -0.091418019936048131 0.0002254332603858769 0.072204868769542449 -0.065017008566384371 0.093314342786009849 -0.043087715618791239 0.074109962971630472
leaf_weight=34.045355548565254 0.0010346132240703909 1.5122394216308159 0.0023972707662558443 0.0023806145213320909 0.0028945778929054811 0.0017292020884869252 0.0084421574214061934 0.0010736596681732991 0.0013839942963405072 0.0010478185903746162 0.0016763154580027306 0.001318307682276032 0.0015724328082065142 0.51622947247254369 0.0029939105414769074 0.52587007790351081 0.5165665279607764 0.51375726903909014 2.5219584053224442 0.51831044117226088 0.50973162541413364 0.50646240365679662 0.53046802452014674 0.0019569240091099607 1.0196123277974456 0.0034244058016403697 0.0034219763986471632 0.013858160108296227 0.0022220914927322255 0.001023910321841015
leaf_count=1838 106 187 20 37 39 31 73 76 24 167 173 97 39 180 19 186 67 73 126 30 28 15 140 269 211 143 79 109 21 30
internal_value=1.75527e-07 0.00066563 0.0122224 0.0432573 -0.0170119 -0.0314107 0.0802836 0.00292184 -0.0748896 -0.00865532 0.00126859 0.0185082 0.038277 0.000495026 -0.0875505 -3.30442e-05 -0.0004836 -0.00211525 -6.64645e-05 0.000275744 -7.99637e-05 3.0636e-05 -0.00141202 7.32663e-05 0.0012903 0.043199 0.0541981 0.0740684 0.0268333 -0.0329754
internal_weight=43.2924 2.05841 0.0299449 0.0174986 0.00665919 0.0124463 0.0108394 0.00772315 0.00376461 0.00664949 0.00560167 0.00392535 0.00289074 2.02847 0.00472311 41.234 5.10619 1.03963 4.06657 3.55 3.03169 36.1278 1.03693 35.0909 1.04552 0.0259075 0.0239505 0.0195047 0.0056465 0.00444589
internal_count=4633 1268 901 193 100 708 93 658 61 582 415 242 136 367 50 3365 510 259 251 184 154 2855 155 2700 862 651 382 273 164 109
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=8 22 16 12 12 19 13 17 9 7 22 18 7 5 17 12 20 15 5 23 8 19 15 5 21 13 19 22 10 9
split_gain=9.44157e-05 0.000119419 0.00040221 0.00305979 0.00436593 0.000341193 0.000209616 0.000205137 0.00347619 0.00419414 0.0029568 0.00277216 0.00242245 0.00131865 0.00121998 0.000771172 0.000502721 0.00221649 0.000365595 0.000300465 0.000182698 0.000390316 0.000280289 0.000489567 0.000202713 0.00443766 0.00283002 0.00614456 0.00247631 0.000191975
threshold=8.8430989333000021 -0.036264999999999999 22.654947022900004 87.111491403900018 86.655272465950006 14.551174033150001 117.66037007905001 205.09306577200002 221.38017838285003 23.445318439400001 -0.117885 16.622853636350005 24.414825394400005 21.836296031200003 213.19841255780003 66.834523482800009 34.424709467050008 31.028113015250003 12.901187908600003 -0.55393499999999996 8.4434108459500017 14.351157895250003 36.136500007950012 25.361845021250002 3.0344668838000004 100.66662623655002 13.751109481500002 0.048475000000000011 76.871083323950003 200.15236065845002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 20 15 9 -9 12 13 -11 -12 -14 -1 17 -17 -13 -18 21 22 24 -24 25 -5 27 -27 -29 -22
right_child=-2 2 -4 5 -6 -7 -8 8 -10 10 11 18 14 -15 -16 16 19 -19 -20 -21 29 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.079108681711472437 -0.0013111482745393754 -0.015986949948160325 0.0028137136697963848 -0.00052892487896699419 0.10004134000281449 0.002604234382789478 0.0019745858710797475 0.09743482785253281 -0.00012004924273773847 0.056958671179375135 -0.10009604977814404 0.055863072612722886 -0.100046263369752 -0.024616163210654698 0.0068373534789240731 -0.1000330876873346 0.041136960106384901 0.065631841940532551 -0.0206315241819423 -7.3584858294450302e-05 -0.0026318908508437943 0.0027359954323229983 -0.0037849463037959042 0.000595855740303956 -1.2960088044613639e-06 -0.08870914963059949 0.060692842122307168 -0.00036383889836155041 0.083025142598811164 -0.00039178793012426081
leaf_weight=0.0012302788368349074 0.54207094693557323 0.0058445658542120027 0.58992974746524929 0.50358362293068637 0.0072856724727898836 0.52129630962476703 0.51266106655049348 0.0021757480834726289 0.50350999678083608 0.0040989777938626581 0.012506285053291363 0.0015690394797971503 0.002304428744223248 0.0028401861950442262 0.0019901757683025989 0.0010152265330941592 0.0017693082737356694 0.0039492562322038793 0.0010382209675299237 28.406886575091871 0.51096558026296124 0.52613704216523238 0.51809841647860178 0.50252619525491582 8.0407159369919672 0.004974560178126807 0.020024004357992453 0.0072888888564541787 0.0069630749203497544 1.5224389060155159
leaf_count=12 204 38 72 187 6 28 18 11 114 11 98 56 74 29 128 198 34 23 21 2350 22 43 72 5 622 29 26 36 10 56
internal_value=3.19983e-07 1.69504e-05 0.000259014 0.000144934 0.0483945 9.6931e-05 -6.17797e-06 -9.84562e-05 -0.00204392 -0.0360056 -0.047025 -0.0699305 0.00196941 -0.0861269 -0.050515 -6.20298e-05 -6.54578e-05 0.0317537 0.0254026 -7.10182e-05 -8.96607e-05 8.39729e-05 -6.13106e-05 -0.00162797 0.000124972 0.00199532 0.0343813 0.00697834 0.0403775 -0.000954694
internal_weight=43.2897 42.7476 13.8007 13.2108 0.0131302 13.1977 12.6764 28.9469 0.532033 0.0285231 0.0263473 0.0179537 0.00839358 0.0153465 0.0042946 28.4149 28.4136 0.00496448 0.00260726 28.4087 12.1637 10.1303 9.60417 1.02062 8.58355 0.542834 0.0392505 0.0192265 0.014252 2.0334
internal_count=4633 4429 1270 1198 44 1154 1126 3159 542 428 417 204 213 127 202 2617 2605 221 77 2384 1108 1030 987 77 910 288 101 75 46 78
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=8 22 16 12 12 19 5 15 5 22 2 16 22 13 4 21 15 4 22 23 20 21 12 2 22 3 5 21 21 22
split_gain=7.64162e-05 9.71558e-05 0.000326555 0.00265255 0.00405375 0.000276852 0.000183559 0.000740627 0.000200997 0.000170754 0.000669567 0.000893485 0.000309207 0.00134631 0.000249559 0.000193636 0.000300059 0.00135003 0.000245538 0.000537348 0.000222389 0.000221768 0.000274887 0.00668844 0.00767389 0.00187544 0.000408076 0.00085028 0.00182496 0.000264189
threshold=8.8430989333000021 -0.036264999999999999 22.654947022900004 87.111491403900018 86.655272465950006 14.551174033150001 23.195398057700004 38.567335632300008 24.544200699650002 -0.051199999999999996 82.092636011950006 18.194957452300002 -0.066979999999999998 109.40142670235001 147.36370056065002 12.489184206400003 45.793006327050001 147.36370056065002 -0.091639999999999985 0.085910000000000028 33.036871954450007 11.845349650450002 238.25888830085003 243.75909071190003 -0.087660000000000002 91.496295553550013 22.744024947450004 6.7271511063500009 4.7516206878500009 -0.095074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 6 7 -5 -8 12 -11 -12 15 14 -14 16 17 -1 19 -17 -19 22 29 24 25 -24 27 28 -26 -22
right_child=-2 2 -4 5 -6 -7 8 -9 -10 10 11 -13 13 -15 -16 18 -18 20 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.049415796344948512 -0.0011790690004896088 -0.014425069235985039 0.0025382274432215086 5.4568814129494475e-05 0.10003740069610396 0.0023480398340726674 0.0026541903534716945 -0.0037954610681088931 -0.00014343293210520601 0.00014373985115965425 0.00014594080048393841 -0.0057221581260063136 0.00076084721914201805 0.0052307151959074833 -0.0023669376177334507 -0.00048967485007500187 -0.0025870197231739772 -0.037855030527602467 0.00010035865594929105 0.0040692247393549737 0.00024212364621490433 -0.0021900434535666105 0.026822209291838834 -0.00017168356435719688 -0.055226690610635565 -0.10031139140762418 0.10013236709485895 0.099492842474206922 0.096350346948324464 -0.00053217106097516688
leaf_weight=0.0055631658448288537 0.54249116965455257 0.0058304458720969121 0.58863163627211257 11.125021383409514 0.0065925952512770891 0.52040593971373361 0.52129166124628346 0.52315279995036768 0.50616818072579539 2.5169995181495324 0.5042105309457654 0.53456886993217267 0.50251869857311426 0.57280671981061448 0.5180931248025622 0.50346404081586438 0.52419786771678545 0.0015638643130831955 3.5386882556070338 0.53147185465113633 8.622229434212068 0.51484748398938052 0.0018343287813866729 0.51974482597218385 0.0013990743472016556 0.0031579150228822073 0.01006556861102581 0.0040729070965426217 0.0018375490884592338 9.0127626831159606
leaf_count=29 204 38 72 851 6 28 40 55 180 16 26 34 2 74 69 304 152 175 95 99 1066 88 37 380 50 17 3 5 5 433
internal_value=3.21513e-07 1.52902e-05 0.000233665 0.000130963 0.0463173 8.74818e-05 -5.32681e-06 -0.000118347 0.00127597 -8.87976e-05 -0.000737816 -0.00287386 2.09392e-06 0.0013507 -0.00082691 -8.82077e-05 -0.000227347 -0.000161197 0.000496605 0.00185146 -0.000146539 -0.000143384 -8.54149e-05 0.00213257 0.0556759 -0.053598 0.0870727 0.0690889 0.0308291 -0.000153597
internal_weight=43.2857 42.7432 13.7971 13.2085 0.012423 13.196 12.6756 11.6482 1.02746 28.9461 3.55578 1.03878 25.3903 1.59342 1.02061 23.7969 19.2233 18.6991 4.57362 1.03494 18.6935 18.692 18.1771 0.542112 0.0223673 0.00499224 0.0173751 0.00730953 0.00323662 17.635
internal_count=4633 4429 1270 1198 44 1154 1126 906 220 3159 76 60 3083 145 71 2938 2440 2288 498 403 2259 2084 1996 497 117 54 63 60 55 1499
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=22 17 17 22 23 12 17 9 12 10 6 4 23 9 20 15 17 0 7 6 9 20 23 9 13 15 13 23 15 14
split_gain=8.4921e-05 0.000181185 0.000117127 0.000116974 0.000378733 0.000329602 0.000192413 0.00356114 0.00488696 0.00490845 0.00261879 0.00292182 0.00124615 0.00103572 0.000735565 0.00159243 0.000735467 0.000449413 0.000412798 0.000383215 0.000354456 0.000125679 0.00626978 0.00299678 0.00174313 0.00345417 0.00166687 0.000913188 0.000707935 0.000360775
threshold=0.18839000000000003 199.24932835515003 183.58889821140002 0.048475000000000011 0.096480000000000024 66.834523482800009 205.09306577200002 220.34006501145004 174.98083315150004 62.678712853250012 15.975373262050001 270.14719820550005 0.090850000000000028 208.34925031750001 34.424709467050008 31.264641197600003 220.65822113860003 100.01333091085002 24.355397875400005 13.665319288000001 194.45262321395003 43.735142172100005 0.085715000000000027 195.74493321760002 117.60122400020002 36.270131511550012 117.49368567500001 0.092185000000000031 25.852338405700003 144.12207640715005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 14 8 20 18 11 -11 16 17 15 -7 19 -14 -10 -13 -8 29 24 27 25 26 28 -24 -23 -16
right_child=1 -3 -4 4 -6 6 7 -9 9 10 -12 12 13 -15 21 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.036952003536565213 -0.00074108378674312076 -0.0022535009779355774 0.0010465996426260729 0.00019242048546452828 0.0029540222759391293 -0.070462004112086432 -0.050983458176493246 0.00027835983524727276 -0.04793402374181556 -0.10005736105383306 0.065761663400006429 0.0082746020060729727 0.064213832078494029 -0.088334223602991979 -0.027353310009244604 0.066032802679864264 -0.012777020739991683 -0.02857997556660535 -0.099242156017575717 0.075580991698346492 -0.10006590697945189 -0.0001958987029109841 0.031516697895277612 0.095547301927073225 0.00078259859804968217 -0.10009095844093759 0.10002450499137894 -0.076127109276473981 -0.064913800760000112 -4.3344617826060355e-05
leaf_weight=0.0024078806577553227 1.0081912408913956 0.51303317457682451 0.57583129426479196 6.5389370484034748 0.53742020278657054 0.00107926820194748 0.0017901323547843241 0.50867278663703586 0.0023686976128374218 0.0028602346554862388 0.0068023697801891094 0.0010920119328373858 0.0010021536786553042 0.0017526231467592801 0.0048379109464907746 0.0041083521156224379 0.001915763194300979 0.0010891660549167941 0.0046391922360271565 0.0037537085252794533 0.0082618152142455159 0.0069220397548129808 0.0018126653923644662 0.010196468519080959 0.50437179334583182 0.0051599179901984362 0.0014318543253466496 0.001394313255179469 0.0022362805495654836 33.017729641979514
leaf_count=23 127 99 153 356 83 209 37 157 17 22 21 90 9 29 26 21 81 36 37 35 70 590 42 94 27 27 2 32 132 1949
internal_value=5.44636e-07 -0.000620208 -9.12167e-05 3.21513e-05 0.000402153 -4.46088e-05 -4.72207e-05 -0.00190938 -0.031722 -0.00975669 0.0151876 -0.0103607 0.0138301 -0.0316323 -1.69257e-05 0.0376355 0.0396758 0.0158865 -0.0818998 0.0604131 -0.0913249 -2.27466e-05 0.00149981 0.0690292 -0.000240408 -0.0330006 -0.000311701 -0.0152841 -0.0159987 -4.73456e-05
internal_weight=43.2831 2.09706 1.58402 41.186 7.07636 34.1097 34.1073 0.546001 0.0373279 0.0272759 0.020268 0.0134657 0.0106054 0.00384394 33.5613 0.00518762 0.00676148 0.00209132 0.00700789 0.00484572 0.0100519 33.5561 0.533525 0.0134034 0.520122 0.0157501 0.0105902 0.00320698 0.00915832 33.0226
internal_count=4633 379 280 4254 439 3815 3792 641 484 377 323 302 280 74 3151 230 206 45 54 125 107 2921 946 168 778 751 724 74 722 1975
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=18 17 13 5 5 10 5 15 19 22 7 10 14 4 22 23 21 23 6 16 14 4 6 20 13 5 9 6 0 3
split_gain=8.9401e-05 0.000388603 0.000139276 0.000389226 0.000305113 0.000176632 0.00054575 0.000254634 0.000272799 0.000614648 0.000411575 0.000321148 0.00082814 0.00156062 0.000624634 0.00140074 0.000229716 0.000356183 0.000249171 0.000432612 0.000219427 0.00614719 0.0048738 0.00347615 0.00260304 0.00180349 0.00173192 0.00215519 0.00555211 0.00113967
threshold=12.880535946600002 182.02915412410002 117.67112391160002 22.825270530250005 21.990725385850002 61.987779113750001 23.636018850950002 46.435439118750004 14.351157895250003 -0.027754999999999998 22.812602664350003 62.025417527550012 129.42733769190002 143.58239362595003 -0.63026499999999996 0.09721500000000001 14.849677877150002 0.079605000000000023 16.245379570700006 22.604947139800004 289.33102627960005 345.59135190155001 13.665319288000001 42.876019054300009 116.56347916185001 13.252098438300001 199.17419511990002 14.965349663000001 96.870523356300012 87.963661570150023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -2 8 11 10 -10 -7 -13 -14 15 -15 17 -12 -19 -20 -16 22 25 24 29 -22 -24 28 -28 -23
right_child=2 -3 3 -5 -6 7 -8 -9 9 -11 16 12 13 14 20 -17 -18 18 19 -21 21 23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00054664236433437936 -0.00019476659066152902 -0.0028131152688043045 0.0013294962158299003 0.0031250385946416169 -0.0011171694730543796 -0.0025414294788783324 -0.0036294055964332275 -0.0021410232107196181 0.0029785745600682135 0.0037823852022223544 0.0029000105573380296 -0.089217894527119035 0.073870218886014902 -0.10016358801724096 -7.6177915821406977e-05 0.033054947478365369 -0.0012447308276502525 -0.00094830686003543262 3.9909472355117802e-05 0.0023370255333307259 0.025388509900552789 -0.028362586757687165 0.012684676244462534 0.00041532844755661364 -0.099100804472884108 -0.064563719234988992 -0.10002517576400743 0.099789416805317055 0.081567452455322251 0.07972956007640597
leaf_weight=0.87621075860717634 3.5503672883702526 0.56706199214122144 1.0196531280926135 0.54039490098655552 1.0191330350553469 0.52071511448914876 0.53194186696735801 0.52132793351976303 0.55548743586487503 0.55336938034542882 0.51442357465566413 0.0010411052208024732 0.0028574170428353743 0.0018710581273094764 24.328273283971708 0.0013651346297152145 1.0118520979555681 1.5345648175207314 4.0395432623935221 1.0286084837686074 0.0041485463075896511 0.0052273595542152718 0.0057323616056805795 0.50856158613047198 0.0061773550890933393 0.0048168415639260331 0.0022387072290186438 0.013362401125050383 0.0067912856193288462 0.0011991880479484962
leaf_count=577 65 73 18 102 31 36 154 110 98 94 86 4 8 41 1708 15 18 54 91 36 219 359 38 368 23 90 66 10 22 19
internal_value=3.99169e-07 -0.000773407 2.70948e-05 0.000738931 0.000106475 -1.96741e-05 -0.000642314 5.25907e-05 8.55927e-05 0.000550976 0.000345072 -8.35689e-05 -3.21564e-05 -2.84263e-05 -3.69101e-05 -0.0439675 0.000165114 0.000365554 0.000168092 0.000506121 -3.11975e-05 0.00192901 0.0412641 -0.000870379 -0.0527481 -0.0229402 0.0617307 0.0742863 0.0365472 -0.00819269
internal_weight=43.2783 1.44327 41.835 2.57918 2.03879 39.2559 4.08231 35.1736 34.6522 9.23785 8.68448 25.4144 24.8937 24.8926 24.8898 0.00323619 8.12899 7.11714 6.60272 5.06815 24.8865 0.558256 0.0370901 0.521165 0.0126039 0.00896539 0.0281248 0.0223924 0.00902999 0.00642655
internal_count=4633 650 3983 151 49 3832 219 3613 3503 477 383 3026 2990 2986 2978 56 285 267 181 127 2922 1214 445 769 401 309 136 98 88 378
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=6 20 2 21 2 22 8 20 21 21 12 15 2 5 5 4 16 17 18 14 19 18 22 19 6 5 7 23 15 10
split_gain=8.23811e-05 0.000299594 0.0114549 0.00943027 0.00398188 0.0020813 0.000835516 0.00118308 0.000380117 0.000251423 0.00417557 0.00512396 0.00144922 0.000409519 0.000339913 0.000324803 0.00913031 0.00332791 0.00472354 0.00358443 0.00647085 0.00264898 0.00225524 0.0017702 0.00238495 0.00239859 0.00154621 0.001451 0.00134398 0.00128115
threshold=16.465384711100004 42.123054668150012 216.39684782960003 4.0344380320500006 69.881082014850008 -0.08725999999999999 8.1436447804000007 43.564719632750005 15.294585115650001 15.109659503850002 236.8986526866 37.491361913600009 104.39392676985001 13.153721664750002 23.714185006400005 292.45535980730006 22.654947022900004 202.45551457875004 14.243842826850001 297.82481916410006 14.151141757350002 14.508675588850002 -0.084729999999999986 14.451165964200003 13.005303866850001 13.252098438300001 25.310613269850005 0.099465000000000012 25.023320983300003 74.257902021100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 8 3 5 -5 -3 7 -6 -2 14 11 12 -11 -14 15 -1 17 19 -19 -17 26 -20 -23 24 25 -24 27 29 -28 -21
right_child=1 2 -4 4 6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 18 21 20 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=5.5228686804726833e-05 1.1615062674616442e-06 0.080790283853807099 0.0016020161039633114 0.034767687917402236 -0.10005280186877485 -0.0080870423024636384 -0.10017731566298765 0.021892503668727088 -0.00274850751780557 -0.1001471001507877 3.1894290652052051e-05 0.055683725235277919 0.040132365850952451 -0.039274023460661556 -0.0024203245345433932 0.0004823527570590807 0.088451882509913288 0.088429619932914483 -0.084865643059820015 -0.080151974454508876 -0.096344871469690313 -0.041932629508193715 0.050557517917094258 -0.039613969318034334 0.08383092399030774 -0.10003620133468334 0.0035737389677314027 0.088995038047719105 -0.10001331036176622 0.035895504779639757
leaf_weight=27.456779664544722 13.086362307376113 0.0041680205169996043 0.51341355756727136 0.0026418723498409227 0.0017939718612112179 0.0071628468464782769 0.024138353185954031 0.0014295442602740849 0.52284128966977128 0.0028463787665845555 0.50653506666861348 0.026320417249252159 0.0013900732401668225 0.0012190400865108586 0.54360033364786531 0.50398907529870396 0.012087024383617972 0.010090334546020995 0.002798036308377049 0.0013677052159417336 0.010828227165973203 0.0046624655763770695 0.0027963751580473541 0.0024971657621790646 0.0084015935753427584 0.0017010061119435704 0.0036168965845240625 0.0031613245473778306 0.0019160092010537255 0.0031248724297170266
leaf_count=1952 629 21 129 11 51 39 83 70 23 14 158 36 62 36 207 35 37 30 11 79 16 254 120 8 43 23 252 26 84 94
internal_value=4.72348e-07 -0.000197331 -0.00247527 -0.0531189 -0.0824717 0.0246062 -0.0937915 -0.0459733 -0.000104476 9.67111e-05 0.00223779 0.0374017 -0.0508013 0.0030318 5.63741e-05 0.000104406 0.00246072 0.000607837 0.0314422 -0.0013162 -0.0390613 0.00628437 0.0189992 0.0374514 0.0523707 -0.00640026 0.00797662 0.0370905 -0.0322978 0.000566401
internal_weight=43.2757 14.164 0.554748 0.0413346 0.0300037 0.0113309 0.0273619 0.00322352 13.6092 29.1117 0.538311 0.0317759 0.00545549 0.00260911 28.5734 28.0298 0.573038 0.560951 0.032947 0.528004 0.024015 0.0228566 0.0200586 0.0153961 0.012899 0.00449738 0.0131868 0.0076539 0.00553291 0.00449258
internal_count=4633 1056 404 275 215 60 204 121 652 3577 306 148 112 98 3271 3064 1112 1075 489 586 551 459 448 194 186 143 535 199 336 173
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=18 17 13 5 5 10 21 20 6 13 15 19 22 18 21 10 22 23 22 16 20 6 15 20 6 15 10 0 0 2
split_gain=7.4416e-05 0.000316688 0.000124689 0.000376987 0.000242721 0.00013975 0.000567773 0.00113556 0.000179974 0.000492732 0.00015208 0.000220521 0.000467687 0.000350373 0.000311785 0.000244896 0.00053321 0.00129341 0.000819341 0.00245403 0.00132617 0.00166836 0.00191775 0.00162956 0.00129866 0.000828981 0.000588055 0.000582873 0.000468862 0.000378852
threshold=12.880535946600002 182.02915412410002 117.67112391160002 22.825270530250005 21.990725385850002 61.987779113750001 6.4178488307500006 40.250747516500006 16.485385178400005 117.63886241405002 46.435439118750004 14.351157895250003 -0.027754999999999998 13.075178189100003 14.849677877150002 62.025417527550012 -0.63026499999999996 0.09721500000000001 -0.16262999999999997 20.804951349000003 39.065416244600009 14.905348261050003 22.654569872000003 43.735142172100005 13.500315432750002 22.151858238250004 78.27445846800002 95.746747857800017 102.11570516885001 45.979371440700014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -2 -8 -10 11 15 13 -13 -15 -7 17 -17 19 20 24 22 25 -24 -18 26 27 -22 -28 -20
right_child=2 -3 3 -5 -6 10 8 -9 9 -11 -12 12 -14 14 -16 16 18 -19 29 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00048710110462628884 0.00079981826019370381 -0.0025442133813546614 0.0011682003012097454 0.0030479672254761433 -0.0010144420113699204 -0.0022272017146956753 0.00066169648065981027 -0.0058249636249771454 -0.0031447830956190721 0.0012370308331129296 -0.0016480253129510895 0.0028128504753679633 0.0033154239615065676 0.00030850007955571549 -0.0022389548970496126 -0.10014801038278831 0.024494567567584554 0.030820707144796372 -0.049678490595270922 0.074252680753813097 0.023574373035006802 0.098688820189559212 -0.098897233012290614 0.037737459224495257 -0.10004863301866176 0.087579383877177439 0.095650818165633034 -0.069153768561594359 0.00080773045095351096 -4.5883678852907957e-05
leaf_weight=0.87601261946920927 0.50474038092148865 0.56817580143939939 1.0181194103352025 0.53985200483661788 1.0198759414624872 0.52117290464485932 2.0210750973033922 0.53089142990796045 0.51569686304085471 0.51083509829126683 0.52287814627265206 0.52530351584004975 0.55046597470209135 7.6423973257412552 0.51267295913817168 0.0016933511988302943 0.0013217498073806446 0.0013593928546349332 0.0015380222035002991 0.0059285781726430278 0.0014036025342405445 0.0019787248708524894 0.0027599350793767741 0.0012766120315781393 0.0022840629037196858 0.0018952259156321816 0.0010687519034036086 0.0013110587748599301 0.001017449238915058 24.860521073537893
leaf_count=577 27 73 18 102 31 36 42 109 23 18 110 34 94 333 16 41 140 15 7 24 72 12 57 41 55 11 12 50 108 2345
internal_value=2.62711e-07 -0.000705485 2.46327e-05 0.00069834 7.59385e-05 -1.96199e-05 -0.000573373 -0.00259621 0.000114025 -0.000964253 4.46851e-05 7.02364e-05 0.000488846 0.000309598 0.000148353 -8.18431e-05 -3.69166e-05 -0.0418274 -3.17898e-05 0.0191511 -0.00086912 0.0143148 -0.00124088 -0.0556847 -0.054396 0.031579 0.00947188 -0.0212091 0.0493954 -4.89541e-05
internal_weight=43.2675 1.44419 41.8233 2.57785 2.038 39.2455 4.08324 1.03563 3.04761 1.02653 35.1622 34.6394 9.23084 8.68037 8.15507 25.4085 24.8874 0.00305274 24.8843 0.0222458 0.0163172 0.0127114 0.0107326 0.00403655 0.00360581 0.00669609 0.00480086 0.00271466 0.0020862 24.8621
internal_count=4633 650 3983 151 49 3832 219 136 83 41 3613 3503 477 383 349 3026 2990 56 2934 582 558 363 351 98 195 253 242 122 120 2352
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=8 8 12 2 3 18 22 3 18 2 20 0 7 23 23 0 20 22 21 21 10 18 15 20 20 22 18 17 17 7
split_gain=8.73909e-05 0.000136099 0.000272296 0.000179267 0.000604594 9.68467e-05 0.000178093 0.000174521 0.000333473 0.00970122 0.0109292 0.00108873 0.00287157 0.000200077 0.000371111 0.000195332 0.000451799 0.0010964 0.00276037 0.000267147 0.00021302 0.000152365 0.000425418 0.00133305 0.00199645 0.000835984 0.000618864 0.000397286 0.00114327 0.000392099
threshold=8.8430989333000021 8.7431769115000026 66.834523482800009 74.766480717350007 93.776108048150022 12.880535946600002 -0.043559999999999995 93.776108048150022 12.964611930900002 133.03767462420004 43.131467368600006 85.705356740550016 22.375171215700004 -0.55393499999999996 -0.27651499999999996 86.345209775600011 40.621691032550004 -0.090369999999999992 15.833449912500003 14.731151610350002 62.057679025150001 13.278511569200001 16.701926737050005 32.724174661450007 33.361153777850006 -0.022394999999999998 17.370891598500005 186.34046889365004 188.13858192940003 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -4 13 -9 10 11 12 -10 -7 -15 16 20 -18 -19 21 -16 27 25 -24 -25 26 -23 -17 -29 -26
right_child=-2 3 5 4 -6 7 -8 8 9 -11 -12 -13 -14 14 15 19 17 18 -20 -21 -22 22 23 24 29 -27 -28 28 -30 -31
leaf_value=0.035124152329482745 -0.0012620384432398763 -0.00031165547001440591 -0.0017218296746196043 0.0041620963417103888 -2.5554517029475626e-05 0.03976672444410756 0.0005720726856803767 0.00019515050596669912 -0.047674381934880689 -0.00023370480182288104 -0.062224797295560109 0.098446371866126869 0.10003469345655645 -0.049210509959960014 0.0011344183058689327 -0.00029197846671072706 -2.7578680313877921e-05 -0.0087092880217044862 0.0013898917119744003 0.0022651922739353983 -0.00074083075859651031 -0.043533341939981117 -0.10004660267948136 0.078971207006537494 -0.0027387682202185777 -0.08825669514363868 0.033908653707742306 -0.0011317857943056802 0.0055104544934580875 -9.9282334558463994e-06
leaf_weight=0.0022034307414305889 0.54158389272254126 1.004020771095383 0.87923006244901236 0.52415399960091225 1.0073611212808939 0.0012615129959233631 0.55027817849304239 2.0135395077887694 0.0020104652681979243 0.52824583141640824 0.0061305472590902346 0.019018303501070477 0.0038110558816697448 0.0015360519825894361 1.5332422967403254 1.5077809691204067 2.0196347077393288 0.57635859126214206 0.51023379740217933 0.53171037853683145 1.0014010713096011 0.0019922923093028673 0.0013333147743307397 0.0031964974026291717 0.53705620082246852 0.0016156866867408888 0.0021406745819439487 0.50882090840605065 0.5280563220512704 26.917027768773693
leaf_count=19 204 12 386 35 25 16 162 55 83 193 27 10 5 39 41 33 41 98 9 291 11 206 56 14 183 197 417 13 30 1722
internal_value=2.68102e-07 1.62694e-05 -2.85609e-05 0.00072684 0.00140765 -3.04883e-05 -0.00083881 -6.74384e-07 0.000795136 0.00295547 0.0573516 0.0868635 0.0490233 -5.72575e-05 -5.86459e-05 -5.65592e-05 -0.000597201 -0.00140563 -0.00396699 4.32972e-05 0.000393534 3.92889e-06 -6.46588e-05 -5.89641e-05 -5.41088e-05 -0.0272653 -0.00342218 0.000744192 0.00225095 -6.33097e-05
internal_weight=43.266 42.7244 40.1889 2.53554 1.53152 40.1867 1.42951 38.7572 2.57276 0.559216 0.0309704 0.0248398 0.00582152 36.1844 36.1831 36.1816 5.64087 3.10623 1.08659 30.5407 2.53464 30.009 27.4644 27.4586 27.4573 0.00574865 0.00413297 2.54466 1.03688 27.4541
internal_count=4633 4429 4357 72 60 4338 548 3790 373 318 125 98 88 3417 3401 3362 200 148 107 3162 52 2871 2795 1975 1919 820 623 76 43 1905
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=9 3 22 22 22 22 22 22 22 22 22 0 7 20 4 9 10 22 6 5 13 13 10 6 0 17 23 15 10 15
split_gain=8.74182e-05 0.000254069 0.0028514 0.00174819 0.00293718 0.00165149 0.00258291 0.00231881 0.000627401 0.00124703 0.00124797 0.000322445 0.000263247 0.000944145 0.000238889 0.000192406 0.000139519 0.000143744 0.000120231 0.00201199 0.00216788 0.00285052 0.00029612 0.000221671 0.00153339 0.00899172 0.007138 0.0120506 0.00705972 0.00330065
threshold=186.70853236170004 93.862138708350017 0.19977000000000003 1.0000000180025095e-35 -0.025719999999999996 -0.082654999999999992 -0.088039999999999993 -0.054875 -0.096559999999999993 -0.10771499999999999 -0.27494999999999997 85.769879735700016 22.929105819350003 40.767054867700004 162.32075757215003 185.62570708695003 62.009286778800011 -0.13006999999999999 16.525386113000007 13.153721664750002 100.88707980320002 98.255079293500017 62.057679025150001 14.845346859150002 88.350799540950007 199.05253715360001 0.096480000000000024 28.444110612900001 66.859265246100009 30.247508226550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 11 3 4 5 6 8 -7 9 10 -3 -2 13 14 -13 -1 -16 -18 19 20 21 -14 -20 -21 -25 26 27 -26 -29 -30
right_child=1 2 -4 -5 -6 7 -8 -9 -10 -11 -12 12 18 -15 16 -17 17 -19 22 23 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.00018059150742192177 0.0024660916544900933 -0.092296426403398746 -0.00023291032679108398 -0.10004710122975652 0.068873327608366258 -0.10009385579735144 0.038415011324674495 -0.0054743605398097639 -0.010819258218394292 -0.097242944689167082 0.0038821920770225576 0.0018084838926422854 -0.055972441962467014 -0.0046245900091314799 0.00023615222282251551 0.0022245930248193514 -0.00021634485962542167 -0.0025836242179591348 -0.0019497084199151388 -0.00016227385825902743 -0.071882378811900488 0.085699548496051381 6.1106587512307502e-05 0.00014421850305004974 0.092554346456802661 0.00085418215981528935 0.072562554603123969 0.045289959143187918 -0.017359546729512926 -0.1001338848306508
leaf_weight=3.9173915301380453 0.51637492439840471 0.0019242226906186453 0.54733867980327489 0.0031016863839496969 0.0032513940027908408 0.0065654834703821052 0.0064133312010881119 0.004277428307560175 0.0059699416834781962 0.0037768544704022133 0.0045138255864571875 0.51726827799576103 0.0017346277867414947 0.56606073676837798 1.0103624711273371 0.5218810350227171 0.50478855110895959 0.52148915194379608 1.0306304964797157 17.194114682637977 0.0014325224387903299 0.0078355582485301056 2.5305351172137307 13.196980513001865 0.012395466139424438 0.5625140412564491 0.03298460143560078 0.0094764189670968335 0.0093270934867177857 0.0099632745259441435
leaf_count=1959 13 43 19 39 14 38 19 16 38 27 31 28 322 82 28 63 11 34 28 1045 16 55 58 338 14 165 31 15 18 26
internal_value=5.10971e-07 -4.75567e-05 -0.00211198 -0.0279571 -0.0218632 -0.0306853 -0.0152919 -0.0627673 -0.0365736 -0.0516253 -0.024864 -1.58567e-05 -4.98339e-05 -0.000929582 -0.000110603 0.000420884 -0.000598015 -0.00141925 2.94954e-05 9.26369e-05 0.0428476 0.060021 -0.00052084 7.74756e-05 0.000375465 0.00516885 0.037902 0.0101274 -0.02539 -0.0601116
internal_weight=43.2627 38.8234 0.587133 0.0397942 0.0366925 0.0334411 0.0225982 0.0108429 0.0161848 0.0102149 0.00643805 38.2363 37.7199 3.11997 2.55391 4.43927 2.03664 1.02628 34.5999 31.0388 0.0110027 0.00957019 3.56117 31.0278 13.8336 0.636661 0.0741469 0.0411623 0.0287668 0.0192904
internal_count=4633 2611 284 265 226 212 158 54 139 101 74 2327 2314 183 101 2022 73 45 2131 2045 393 377 86 1652 607 269 104 73 59 44
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=4 21 12 19 22 2 22 22 22 23 20 15 20 21 17 8 23 23 5 20 22 7 0 14 9 22 22 14 0 0
split_gain=7.43371e-05 0.000426254 0.00661411 0.00667693 0.006582 0.00208632 0.00399075 0.00558804 0.00529136 0.0039157 0.00189953 0.00172473 0.00140326 0.00127166 0.000926809 0.00239201 0.00334574 0.000700452 0.000664665 0.000473154 0.000253842 0.000239853 0.000785502 0.000361963 0.000419486 0.000337208 0.000222609 0.00343531 0.000243365 0.00136964
threshold=202.17358131775003 0.15802222800000001 174.01334043920002 13.451085274650001 -0.101255 119.08834621750002 -0.059424999999999999 -0.10771499999999999 -0.053874999999999999 0.090850000000000028 40.300545846000013 35.929665612950011 40.518963363600001 4.7516206878500009 181.57898176000003 9.5425530862500008 0.080545000000000019 -0.25587999999999994 20.315138807500002 43.426369480700011 -0.102645 24.277136467000002 96.631250582750013 192.18609222900002 205.73475031020004 -0.038374999999999999 0.12616000000000002 212.59255576180001 86.345209775600011 85.990333302400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 4 10 20 6 7 9 -8 -3 -4 -5 -13 -10 15 16 17 -7 -6 -19 -2 23 -23 25 -25 -1 27 -16 29 -29
right_child=1 5 3 11 18 14 8 -9 13 -11 -12 12 -14 -15 26 -17 -18 19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00037538027631197013 0.038003087335842733 0.084945055086728116 -0.085096865088369514 0.095439738976725225 -0.10017373113796907 -0.038163467298380965 0.096330606928013499 -0.098902018896598068 0.0061619621599723028 -0.085290068148464154 0.057588629144946127 -0.040064051672288201 0.083768749676979115 -0.077124576534181241 -0.045620142815025112 0.08793542029489021 -0.093662805808884239 0.085418447426279145 -0.047468399440869301 0.011435592734806176 0.099984451758769397 -0.0040368852180399433 -1.3021241993509693e-05 0.0040943514821660592 0.0001021109382165401 -0.0020895832019146429 0.001966900097684974 -0.00012788308561514412 0.00012164283778686656 -0.0052535053678009697
leaf_weight=10.518787271613011 0.0010147787270313423 0.0036472958554325521 0.0048020259615976042 0.0087771521685127141 0.010138350066157202 0.0017264876943426525 0.0049732681945897639 0.011304872836711305 0.0035175245739410832 0.0021462849305446952 0.0011580081949751353 0.0020893603568765693 0.0016282340802717954 0.0038286718817559517 0.016565443068460861 0.0015987264449108815 0.0060636498248665457 0.0013770900458017843 0.0031318771345070226 0.0023221560141307718 0.0018940121286732383 0.52763192172841478 6.0229671248157821 0.54997932852877152 0.50475626402294438 0.58589121918656495 0.53420032050213606 5.5539866816324439 17.790351232396237 0.57533565817314514
leaf_count=639 60 29 239 30 78 121 11 50 22 30 35 18 26 19 29 10 155 77 16 180 2 145 302 100 13 181 173 282 1486 75
internal_value=5.2453e-07 -0.000113922 -0.0112 0.0297173 -0.0578728 -9.82592e-05 -0.0267131 -0.0579767 0.0166783 0.0218799 -0.0573737 0.07126 0.0141723 -0.0372451 -6.62804e-05 -0.0266699 -0.042617 0.0144304 -0.0877349 0.0389766 0.0783613 0.000150679 -0.000337132 0.000413476 0.00218382 0.000245327 -5.20514e-05 -9.71096e-05 -6.55829e-05 -0.000609005
internal_weight=43.2576 24.5476 0.0346338 0.0184548 0.016179 24.5129 0.0294179 0.0170985 0.0123195 0.00579358 0.00596003 0.0124947 0.00371759 0.0073462 24.4835 0.0130881 0.0114894 0.00542573 0.0132702 0.00369925 0.00290879 18.71 6.5506 12.1594 1.05474 11.1047 24.4704 23.9362 23.9197 6.12932
internal_count=4633 3253 504 348 156 2749 161 109 52 59 274 74 44 41 2588 543 533 378 94 257 62 1380 447 933 113 820 2045 1872 1843 357
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=13 23 12 4 4 17 13 13 17 5 15 21 18 8 8 8 8 8 14 20 6 13 5 16 0 13 18 15 7 22
split_gain=8.77853e-05 0.000562388 0.000695581 0.000281046 0.000217649 0.000282354 0.000199629 0.000158169 0.000147862 0.000123659 0.000320324 0.000182438 0.000728899 0.0145363 0.00232302 0.000423873 0.000919396 0.000186845 0.000139608 0.00452025 0.00484179 0.00689097 0.00435869 0.0065001 0.00256766 0.00351952 0.00232243 0.00104967 0.000849805 0.000722217
threshold=117.67112391160002 -0.27651499999999996 151.57463967635002 143.58239362595003 274.12249728105002 190.19286262750003 117.71413924170001 117.66037007905001 187.52613723835003 25.361845021250002 45.793006327050001 14.849677877150002 13.1052958007 8.543332867800002 7.4441906275000003 8.4434108459500017 8.2435668022500028 8.1436447804000007 297.82481916410006 41.559097512700014 16.485385178400005 115.86448004795001 21.363989181350004 16.234962035600002 94.985914206850012 102.54048155345002 16.922055371600006 14.882823222300003 26.545218975000001 -0.027754999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -2 9 -8 10 11 18 -13 14 -14 16 17 -16 -5 20 21 24 23 27 -20 26 -26 -21 -29 -27
right_child=4 3 -4 7 -6 -7 8 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 19 22 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.10002838491945731 0.0023181984040449269 0.019866606016029506 -0.0034084450726882503 3.9275209741287568e-06 0.0023320965765287758 -0.0019946257195857828 -0.00088395189884538236 -0.0017961697831030705 0.00074128898644926558 0.0010641667834527789 -0.0024880218033928691 0.00050175328639567212 0.014105785317627836 0.00041429819037452356 -0.072077461390418582 -0.085446507472618616 -0.041361676025559985 -0.10016229908722547 -0.090224992144469982 -0.05423010416654922 -0.10019992865884275 0.10006909396525582 0.0010920114793844704 -0.094491279822893279 -0.10003717898353454 0.024247893386739675 0.027434669846102867 0.075235058811549668 -0.012576690684627382 0.092130770419288258
leaf_weight=0.0012562736701835124 0.51824435629623877 0.0070896975048516655 0.0018311698438132993 35.045650003872076 0.530992322696059 0.51824764351886177 0.87453660395474875 0.50930182372348909 1.5553681407021143 1.0199222744238543 0.53206018673137023 1.0151029194921628 0.0034207596307788126 0.50270608358368918 0.0051956816353708746 0.014299465704425529 0.0098724582002205352 0.0043539381331356708 0.0024828763227938153 0.0011913370964525818 0.0023332368982664766 0.0140058173910802 0.53125086767225049 0.011423708609651584 0.0028957272720682159 0.0023877664555129741 0.0028222889991537659 0.0037745243190911992 0.0015565669583157415 0.0045610915258293971
leaf_count=51 20 33 96 2157 87 34 156 18 16 422 131 32 208 9 39 17 23 6 58 213 13 47 84 140 67 40 247 69 75 25
internal_value=3.35087e-07 -4.51292e-05 -0.0427229 -4.17721e-05 0.000446776 0.000157977 0.000536378 -4.53688e-05 0.000156356 -2.23476e-05 -5.17314e-05 -1.68683e-05 -0.00107715 -0.00404604 -0.064415 -0.0723802 -0.0627602 -0.0848821 2.94089e-05 0.00156727 0.0384138 0.0495067 -0.000545369 -0.049016 0.00276215 0.0209889 -0.0371198 0.0306318 0.0495959 0.0688049
internal_weight=43.2501 39.2527 0.00308744 39.2497 3.99739 3.4664 2.94815 39.2426 2.4299 38.7333 37.7133 37.1813 1.55495 0.539848 0.0371423 0.0337215 0.0194221 0.00954962 35.6263 0.580686 0.0314888 0.0291556 0.549197 0.0179461 0.0151498 0.0126669 0.00571802 0.00652243 0.00533109 0.00694886
internal_count=4633 4320 147 4173 313 226 192 4140 172 4122 3700 3569 334 302 293 85 68 45 3235 1078 497 484 581 497 437 379 314 357 144 65
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=8 22 14 4 12 16 23 17 17 22 22 22 17 22 18 22 14 2 16 21 22 19 23 20 22 2 18 22 4 23
split_gain=7.71871e-05 0.000111301 0.00297549 0.00335288 0.00062981 0.000362175 0.00030719 0.002068 0.005457 0.0014075 0.00100294 0.000819734 0.000780151 0.000743697 0.000634933 0.000217314 0.00158433 0.000647642 0.000855441 0.000414808 0.00607423 0.00259372 0.0024235 0.000583024 0.000443371 0.00197774 0.005339 0.00105108 0.000297069 0.000512257
threshold=8.8430989333000021 -0.036264999999999999 160.60872747920004 158.74242509745002 66.834523482800009 22.654947022900004 -0.51222499999999993 179.03071761140004 174.72950843050003 -0.056184999999999992 -0.10434500000000001 -0.074029999999999999 173.77968723070003 -0.237895 13.141419083100002 -0.051199999999999996 144.12207640715005 82.092636011950006 18.194957452300002 0.15802222800000001 -0.094409999999999994 14.451165964200003 0.08846500000000003 34.515670600900002 -0.066979999999999998 71.708303056200009 13.552878921100001 -0.053874999999999999 197.71977442185002 0.10453000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 11 8 9 10 12 -6 13 -8 -15 16 -9 -17 -19 20 22 -22 -18 -21 25 26 -25 -26 29 -27
right_child=-2 2 5 -5 6 -7 7 15 -10 -11 -12 -13 -14 14 -16 17 19 18 -20 23 21 -23 -24 24 27 28 -28 -29 -30 -31
leaf_value=0.07635906039017766 -0.0011870768633657619 -0.0052935320729616759 9.6546528699146956e-05 0.098472866496025657 -0.018098636768921119 0.0026343947787739073 -0.075802413835086943 -0.10006715297475044 -0.094717761330973274 0.099573642804779983 -0.067478192013233504 0.10002046192774106 0.08900130939348927 -0.016252486815461997 0.071675894505698431 5.2097545114437028e-05 -0.056362930084730256 3.5274924267841348e-05 -0.0057173692660639798 0.057159721949922276 -0.095295889250033503 0.022790393880866434 0.081358658028872669 0.01664318389519415 0.0050951814266896305 0.00023719714875151517 -0.091320278225678231 -0.00027944548618496752 -0.00030019137993383998 0.0034834367606328825
leaf_weight=0.0010774023924139389 0.54076895365677913 0.0059460342993141735 13.185831194492303 0.0065375749179565901 0.0012846847419112351 0.58737329070845667 0.0010038017079432859 0.0015814402868511426 0.00805727426758545 0.0017292022972520225 0.0017219795170827622 0.0010826857469322651 0.0012616363607058645 0.0018692457499618342 0.00146477986997752 2.5150260216905607 0.0016234864532593263 0.50316651707081461 0.5316023955581386 0.0017867093333617792 0.0075864570420205793 0.0024642334246891551 0.0059995808250063098 0.010001809911082016 0.56875447003501722 7.4557013022572418 0.0084503721761404194 1.0100386919720872 15.752013905790031 0.520004497703212
leaf_count=12 204 28 1159 14 77 69 199 5 162 8 49 2 24 152 123 14 110 20 34 38 78 9 61 19 104 313 74 12 1437 23
internal_value=1.50406e-07 1.51852e-05 0.000249006 0.0490482 -9.62874e-05 0.000204776 -9.91361e-05 -0.000102085 -0.0348595 0.0184289 -0.000736174 0.0359216 0.0197887 -0.000341433 0.0223782 -8.15072e-05 2.11227e-05 -0.000814298 -0.00292009 2.7368e-05 -0.0152873 -0.0663434 0.0520281 3.80551e-05 3.4025e-05 -7.38634e-05 -0.0327998 0.00165674 -4.84136e-05 0.000448847
internal_weight=43.2428 42.702 13.7857 0.0124836 28.9164 13.7732 28.9153 28.9129 0.0171079 0.00905065 0.00732144 0.00236737 0.00559946 0.00433783 0.00333403 28.8958 25.346 3.54979 1.03477 25.3444 0.0176738 0.0100507 0.00762307 25.3268 25.325 23.7462 0.0184522 1.57879 23.7277 7.97571
internal_count=4633 4429 1270 42 3159 1228 3147 3068 717 555 547 79 498 474 275 2351 2283 68 54 2278 258 87 171 2020 1982 1866 93 116 1773 336
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=18 23 17 7 2 17 4 15 20 20 2 7 14 20 6 6 3 15 0 9 13 7 0 21 19 18 23 9 9 23
split_gain=7.92952e-05 0.00107562 0.00713427 0.00462168 0.00311898 0.00112383 0.00101316 0.00127047 0.000947095 0.00201121 0.00194643 0.000831851 0.00255855 0.000821752 0.000438196 0.000404347 0.000345961 0.0126489 0.00706521 0.0030526 0.00661289 0.0111785 0.0104459 0.000772606 0.0168049 0.00188524 0.00114921 0.00744525 0.00436717 0.00120714
threshold=13.988302431200003 -0.091114999999999988 193.82504409230003 23.736034462250004 111.53582144370002 197.02652249450003 330.20885572415006 44.483611103700007 34.969856643350006 33.672706184800013 111.53582144370002 23.822419043000004 156.96193988595004 41.965446242000006 14.055328400500002 14.055328400500002 85.589753040950015 31.445204138150004 93.501885318850015 210.61272793875003 110.65693664925001 24.123805364200006 88.729872137350014 6.9984086918000008 12.851036860900001 14.329845562450002 0.090665000000000009 204.20786774030003 192.39832633775004 0.079745000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 15 -4 -6 -7 13 9 10 -1 -3 -13 -8 -5 -2 23 18 -18 20 -19 -22 -23 -14 26 -26 27 28 29 -25
right_child=1 11 4 14 5 6 7 -9 -10 -11 -12 12 16 -15 -16 -17 17 19 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.080163287311422429 0.016643344812649744 -0.0040280721452104614 0.081154095251354003 -0.045853446804063003 0.066081938142318802 -0.10004586255773054 0.07470985059036607 -0.10009222074540675 9.4027827038788324e-05 0.088746086202493024 -0.091642539785156477 -0.10016620202939064 5.6059749306636859e-05 -0.036070733069074788 -0.10098461706001392 0.099850458914148649 -0.010765779813350598 -0.1001579945654185 0.092572456873861134 0.0010676367847084044 -0.064945144006803665 -0.066744162935437917 0.094157232182159711 0.028098456979860138 0.00087426410360616448 -0.10007005840433146 -0.00121403585159734 -0.060229896704406843 0.093527101654431552 -0.090500840235183566
leaf_weight=0.0010780889767900695 0.0011185194782029036 0.5326637284712995 0.0066677132272161543 0.0016721915648914886 0.0013712985933187483 0.0016717017305089565 0.0016212623389440239 0.0010540122070779034 27.410256717525275 0.0035433370049986479 0.0016980397808045167 0.0025500391910523437 14.105294763991227 0.0011407292273837299 0.010459260138190984 0.0012221822770470681 0.0092573601945104 0.0094932508680614092 0.023189008196047745 0.52252812960796291 0.017234190931276316 0.0057604785133662509 0.013469181882101111 0.001609068054531205 0.0020447499073270583 0.019438969271087458 0.50850652716217248 0.0073193277059129249 0.011213146987401501 0.0018391306854632639
leaf_count=35 61 228 13 117 27 75 35 4 1729 40 61 13 1249 44 17 5 32 35 36 64 24 65 26 165 25 151 136 45 15 61
internal_value=7.78812e-08 -0.000178191 -0.019761 -0.0685626 0.0324515 -0.0148928 -0.0351272 -0.00668791 0.000102952 0.0388115 -0.024923 -0.000143474 -7.88513e-06 0.0289564 -0.0933854 0.0600894 8.85392e-06 0.00236052 0.0630887 -0.00110555 -0.0258145 -0.0064594 0.0459573 -8.75618e-05 -0.00375773 -0.0904625 -0.000246349 0.0221404 0.0632618 -0.0351576
internal_weight=43.238 15.8214 0.0279989 0.0144722 0.0135267 0.006859 0.00548771 0.003816 27.4166 0.00631947 0.00277613 15.7934 15.2607 0.00276199 0.0121315 0.0023407 15.2582 0.600932 0.0324464 0.568485 0.0459571 0.0364639 0.0192297 14.6573 0.551971 0.0214837 0.530487 0.0219807 0.0146613 0.0034482
internal_count=4633 2768 398 200 198 185 158 83 1865 136 96 2370 2142 79 134 66 2129 282 68 214 150 115 91 1847 598 176 422 286 241 226
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=15 21 19 17 23 13 18 16 7 4 10 13 16 15 22 23 16 23 4 20 3 21 21 4 18 0 4 6 6 6
split_gain=6.92385e-05 0.000455086 0.000128719 0.000181229 0.00104824 0.0001421 0.00216916 0.00256023 0.000651778 0.000605062 0.000211044 0.00083413 0.000209216 0.000452377 0.000251058 0.000191884 0.000187339 0.000489221 0.000275738 0.000598708 0.000239639 0.000585723 0.00017295 0.000157006 0.000443333 0.0103361 0.00472992 0.0049909 0.00507618 0.00719427
threshold=46.435439118750004 15.294585115650001 14.651182102100002 162.04221493815001 0.072890000000000024 117.67112391160002 12.722397935550001 21.374950016100005 19.729453620400005 271.78757961535001 61.987779113750001 117.62810858150002 22.654947022900004 42.968808980200009 -0.091149999999999995 -0.23921499999999998 22.654947022900004 -0.27651499999999996 143.58239362595003 32.724174661450007 93.571785230250015 12.717166023350002 11.007427546000001 263.48865013970004 13.900697602550002 88.350799540950007 265.91245918190003 15.885371159150003 14.135330269750002 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 15 12 11 -8 14 -14 -7 -5 17 -12 -19 -20 21 -18 -13 -21 -25 -26 -27 28 29 -28
right_child=1 -3 -4 5 -6 9 10 -9 -10 -11 16 22 13 -15 -16 -17 20 18 19 23 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.040584353691754574 -0.0030256647566530167 0.00058940098955217492 0.0015739011599510669 -0.015802786142273279 -0.1000191173631404 0.0026613399200318393 -0.0044552598938243492 0.10004937320293841 -0.079748000493985519 0.0037417122273889266 -0.049773184421975813 -0.00090480177753645644 -0.0029568522536805595 0.00067493289086176939 -0.00047489604487874963 0.040620630659657937 0.0043392979938757089 0.025335357964318368 -0.05467763529821628 5.8547107312547974e-05 4.2310131364971689e-05 -0.00042482297517290189 0.00060384378400131543 -0.00022011204884015705 -0.074674543764056203 -0.081912186885474358 -0.00099129104783213327 0.070176675504036154 -0.054271632080107005 0.075576891931808068
leaf_weight=0.0010679406372282206 0.53176219068411867 1.0089195000620632 0.5292542170852802 0.0011074693911385936 0.0010531019839829341 0.51384813931946383 0.52869026406081987 0.0046578728724853136 0.0010383803475597642 0.52798182098761914 0.0019783768442626073 1.5220116373420753 0.56963113382528241 0.86195273608609568 0.50717294058847551 0.0013224503577015101 0.52971600492492077 0.0042803215874788183 0.0020059585027415441 26.384063653621354 1.5121751101896732 0.50321755727054551 1.5175273279164683 5.0704126000278782 0.019517700688774786 0.0070767699741199888 0.52302930056752373 0.010054493079223903 0.017273719351702965 0.012566109934027736
leaf_count=151 187 20 70 70 232 64 117 5 115 64 60 32 72 13 11 86 58 18 145 1467 25 8 19 188 60 27 995 28 162 64
internal_value=-1.0446e-08 -0.000658329 2.43207e-05 4.39374e-06 -0.0292256 5.90021e-06 -4.60226e-05 0.0516142 -0.0134334 0.000670899 -5.7022e-05 -0.000789249 9.83252e-06 -0.000770164 0.00110347 0.0149049 1.84969e-05 -4.70748e-05 -4.40053e-05 -4.73952e-05 0.000844285 0.00201835 -0.000151592 -4.39754e-05 -0.000521889 -0.00311746 -0.000667232 0.000354135 -0.000915659 0.000805147
internal_weight=43.2264 1.54068 41.6857 41.1564 0.00212104 41.1543 38.1737 0.00812617 0.0034683 2.98059 38.1656 3.56823 2.4526 1.43158 1.02102 0.00242992 34.5974 32.0523 32.0503 32.046 2.54511 1.03293 3.03954 32.044 5.65993 0.589518 0.57 0.562924 0.552869 0.535595
internal_count=4633 207 4426 4356 383 3973 3749 276 271 224 3473 168 160 85 75 156 3305 3214 3154 3136 91 66 51 2991 1524 1336 1276 1249 1221 1059
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=8 8 19 20 12 14 3 18 2 7 18 0 5 22 21 22 22 22 15 15 13 10 22 22 3 23 6 7 16 12
split_gain=9.3467e-05 0.000123921 0.000178077 0.000345988 0.000150875 0.000717556 9.93747e-05 0.000286174 0.00869568 0.00998873 0.000931725 0.000239621 0.000648458 0.0011078 0.000188875 0.00336531 0.0081889 0.00304152 0.000161238 0.000895353 0.000638687 0.000219023 0.000753664 0.000900324 0.00441047 0.00186349 0.00225952 0.000919496 0.000868762 0.000637373
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 42.498713093000006 66.834523482800009 144.12207640715005 93.776108048150022 12.964611930900002 133.03767462420004 22.375171215700004 13.122774073950001 86.09518316945001 23.374630421750002 -0.095854999999999996 14.731151610350002 -0.09280999999999999 -0.057599999999999998 -0.017745 43.376643616500012 41.54912092575001 117.67650082785001 61.987779113750001 -0.63026499999999996 -0.16533 91.996348765800022 0.11636500000000001 13.775321858200002 24.673428656250003 16.094962363000004 195.51336019310003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 11 -8 9 10 -9 12 13 -7 18 -16 -17 -18 19 21 -20 -13 29 24 25 26 28 -28 -24 -23
right_child=-2 2 3 -5 5 6 7 8 -10 -11 -12 14 -14 -15 15 16 17 -19 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.026720086295951996 -0.0013074196564239241 5.5623758704591315e-07 0.0034863535770762416 -0.00017924274180681774 -0.056456618961457088 0.00041651493951475396 0.00010857522150726222 -0.10007367032012743 -0.00034931580929568624 0.082939033575081533 0.0076853002632549326 -0.00094449784747241763 1.4987849350531405e-05 -0.0060784291883064839 -0.00022540482308324009 0.066903353840499696 -0.094195496077149984 0.0072562589003899508 -0.0036081049463673751 0.0040672770499760409 0.001318218580169255 0.0037457648405546649 0.041773936699129995 1.6925197414711411e-05 0.081770932915004702 0.083927891076921335 -0.098019307586757032 -0.019309429273079767 -0.038898752425881034 -0.10013641371852855
leaf_weight=0.0021089492531264345 0.53997531332954096 1.5032235792596105 0.53047289516177876 0.50039061877441782 0.0022533464089907742 0.50813100764949581 3.4313970264087907 0.0036799465736264683 0.52664442750362372 0.023667935300181853 0.001026117293150719 2.525248609435816 2.5264383474479786 0.54349557712956131 0.50303387475232353 0.022992363811120076 0.0050167529905706942 0.0071907968119278576 0.54720693094870287 0.53679180621116884 0.50701884410227649 0.0010297649297646974 0.0042985429748395587 27.900044704678304 0.0076147479820249933 0.0017595565568626634 0.0039145825384885313 0.0023905690643886146 0.0019361673712445793 0.0013849900969296058
leaf_count=19 204 16 47 9 16 18 566 26 193 32 67 40 61 42 201 42 15 58 100 53 7 37 315 2257 25 16 36 23 78 14
internal_value=-8.50498e-09 1.65318e-05 0.000694752 0.00170704 -2.62768e-05 -2.76819e-05 -2.45144e-05 0.00044933 0.00255604 0.0564818 -0.0765777 -7.67572e-05 -0.000853559 -0.00294016 8.55723e-06 0.00186629 0.0317583 -0.0344358 -2.26499e-05 1.87276e-05 -0.00123884 -5.26437e-05 2.80082e-05 3.28395e-05 0.0202941 -0.0124436 -0.0259662 -0.0681768 0.0167213 -0.0558362
internal_weight=43.2218 42.6818 2.53409 1.03086 40.1477 40.1456 40.1434 3.98642 0.555018 0.028374 0.00470606 36.1569 3.57806 1.05163 32.5789 0.538234 0.0351999 0.0122075 32.0406 30.9864 1.05423 30.4496 27.9244 27.922 0.0219142 0.0142994 0.0125399 0.00630515 0.00623471 0.00241476
internal_count=4633 4429 72 56 4357 4338 4322 884 318 125 93 3438 121 60 3317 316 115 73 3001 2894 107 2841 2801 2750 493 468 452 59 393 51
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=9 3 0 7 20 6 20 9 18 13 8 7 3 15 0 9 20 0 0 20 3 6 22 17 21 9 5 12 6 18
split_gain=7.94564e-05 0.000184813 0.000196409 0.000260644 0.00082694 0.000235611 0.000292558 0.000130537 0.000116181 0.000547456 0.000716654 0.000486923 0.00031631 0.00909677 0.00511466 0.00198754 0.00642797 0.00683981 0.00827486 0.00544439 0.000712054 0.010285 0.00904985 0.00438266 0.000209321 0.000164557 0.000243448 0.000203763 0.000125268 0.000171692
threshold=186.70853236170004 93.862138708350017 85.769879735700016 22.929105819350003 40.767054867700004 16.465384711100004 40.467253020850002 185.62570708695003 13.988302431200003 116.86189801435002 8.2435668022500028 23.822419043000004 85.589753040950015 31.445204138150004 93.501885318850015 210.61272793875003 38.171717059500004 90.767723400200012 88.729872137350014 41.444941515100005 83.613736315050019 14.785345457250001 -0.14008999999999996 205.28496454895003 6.9984086918000008 199.17419511990002 13.713273242250002 94.177001085000015 16.525386113000007 13.317304170000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -7 -1 9 10 -5 -10 20 14 -14 16 -15 18 19 -18 24 22 -22 -24 25 26 -13 -27 -11 -30
right_child=1 -3 3 8 -6 6 -8 -9 11 28 -12 12 13 15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.00020336598944644473 0.00192258648408114 -0.0018081493321030308 -0.00094162093832296046 -0.00027311386560957432 -0.0043833007029877068 0.0026687109521627396 -0.00071235107418717426 0.0018894413039068976 -0.0031337741002362067 0.00019869464431336093 0.0049761007846683613 -0.00012836803412426124 -0.001831684652962689 0.066994001457423513 0.082337150004330228 0.00096382780716577736 0.042086161540067585 -0.098587166609107851 0.055581450079443651 -0.10036967548688805 0.077632517726117234 -0.00031961286299573725 -0.10018370324150172 -0.00025325055451126942 -0.0019717000476017856 0.0012885395530023312 -0.0026559493721675081 4.1871100294784372e-05 0.00014571559352557768 -0.0012572223713544716
leaf_weight=3.9158914831877363 0.51417988799585046 0.58598261224782433 1.5271101213425025 0.50556791005510848 0.56482175633576037 0.52443355770810718 0.49984196865375452 0.52017184007916295 0.53563272066867185 14.679662315523482 0.53565506451673173 1.5004997733135383 0.010913019701548232 0.0069585284448834264 0.02133198607043596 0.5220499001115968 0.0037188927872193753 0.01232828406965325 0.011307695566756593 0.0096295511521020671 0.0041948018165989245 0.52019283457525489 0.021851431965495105 0.0054917647220662493 0.52656404073279617 1.5196666732263526 0.51077870430208339 9.5510483518925664 2.0098274457268412 1.5412514066701986
leaf_count=1959 13 284 46 16 82 36 19 63 68 282 77 67 31 16 30 67 24 37 29 48 17 50 231 25 279 57 111 520 15 34
internal_value=1.63441e-07 -4.56941e-05 -1.86558e-05 -4.51443e-05 -0.00092107 -0.000154606 0.00101877 0.000401075 3.38222e-05 0.000197143 0.00242733 -0.000171976 -6.44833e-05 0.00218786 0.053851 -0.000755429 -0.0211805 -0.0377703 -0.00736137 -0.0606813 -0.000159639 -0.00368142 -0.0591317 -0.0801131 -1.68557e-05 6.18289e-05 -0.000770266 0.000213 6.97688e-05 -0.000463192
internal_weight=43.2186 38.7825 38.1965 37.6823 3.11621 2.55139 1.02428 4.43606 34.5661 19.272 1.04122 15.2942 14.7585 0.598238 0.032245 0.565993 0.043943 0.0369844 0.0246561 0.0133484 14.1603 0.551731 0.031538 0.0273432 13.6086 13.082 2.01128 11.0707 18.2307 3.55108
internal_count=4633 2611 2327 2314 183 101 55 2022 2131 424 93 1707 1639 282 61 221 154 138 101 72 1357 323 273 256 1034 755 178 577 331 49
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=0 6 17 7 7 22 22 21 9 23 7 23 22 5 5 16 16 3 16 3 16 3 7 9 21 2 6 5 16 0
split_gain=8.56757e-05 0.000357641 0.000247214 0.00521736 0.00174332 0.00126197 0.00216113 0.00179135 0.00119157 0.000517892 0.000467781 0.000382661 0.000277546 0.00450842 0.00551113 0.00240182 0.00798924 0.00369812 0.000893871 0.00295418 0.000882684 0.000441975 0.000241421 0.000228612 9.35386e-05 0.000343162 0.00313068 0.0130181 0.00665028 0.0044073
threshold=97.886760529650019 11.865277230300002 179.03071761140004 23.727132803250004 23.156313609200001 -0.087660000000000002 -0.22147500000000001 0.91803327455000017 180.48474949425002 -0.10978499999999999 20.714163848350005 -0.25420999999999999 0.12419000000000002 16.316541761950003 14.835543846500002 22.834946602000002 22.584947186600004 85.850533479600017 20.394952307700002 87.399085362750014 15.614963485400002 92.316275283350009 22.835261448650005 198.44478460200003 6.5280300271500007 170.01157529015003 16.405383309150004 23.714185006400005 22.664946999500003 87.525442894850016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 9 -7 -9 11 -11 -1 13 14 22 16 17 20 19 -19 -14 -20 -4 -8 25 -15 27 28 29 -27
right_child=1 -3 12 -5 -6 7 23 8 -10 10 -12 -13 15 24 -16 -17 -18 18 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.02716314249632126 -9.8819133401083234e-05 -0.0028417950660951704 -0.037221980536222894 -0.094987144118068093 0.082505816358419276 0.072329274425890072 0.044740903067757937 0.025649014718578691 -0.088189187754375079 -0.013544645856403418 -0.10002550349496749 0.04455769055367903 0.090207430054866145 -2.5092497638245684e-05 0.086346517036790998 8.2913793754285238e-05 0.077031246359673997 -0.0038089032741556138 0.01272735532324938 -0.100090342185781 0.023992474383845528 -0.016804509068233522 -0.10007360655412634 0.098219687779573878 0.00015956875815701494 0.065567411569188674 -0.00066511319069014873 -0.098672048444304966 0.083687167077425739 -0.029007170807871963
leaf_weight=0.0013186891987739787 4.5276689815651769 0.53109637750102923 0.0010000593434454927 0.0055781653919666488 0.0031865931773040748 0.0012756668668806479 0.0011360352295319833 0.0012156132495577815 0.003774427884899012 0.0015976136575271971 0.0010278792823182614 0.0017067477677059628 0.0042121166666210241 17.098705391470936 0.01146856430430887 0.54763615981619296 0.017953867113646993 0.0096323612558535388 0.0094491150739486329 0.004762371486819462 0.0038564700596452894 0.010929479605692904 0.0015714783012659161 0.0026971270290232496 18.802676122552519 0.0058488159211008408 1.5413153798839987 0.01683163069371485 0.0085556726580762188 0.031279909136421563
leaf_count=119 1455 275 49 17 14 33 69 155 40 117 88 161 33 571 26 8 29 33 24 37 21 17 89 7 674 30 182 47 37 176
internal_value=-9.58367e-08 -0.000386791 5.11778e-05 -0.0099877 0.0150509 0.00140304 0.0244108 -0.0334226 -0.0604573 -0.0149045 -0.0474019 0.0132969 5.76324e-05 2.32745e-05 0.0566793 0.00217633 0.0210334 -0.00243378 -0.0165862 -0.0356628 0.0585593 -0.00311122 -0.0756309 0.0823702 2.06531e-06 -0.000156281 -0.00155491 -0.0234926 0.00420603 -0.014109
internal_weight=43.211 5.05877 38.1522 0.0245146 0.0189364 0.0157498 0.00948409 0.00626571 0.00499004 0.00565093 0.00262549 0.00302544 38.1277 37.5193 0.0140401 0.608432 0.0607958 0.0428419 0.0347733 0.0143947 0.00806859 0.0203786 0.00257154 0.00383316 37.5052 18.7025 1.60383 0.062516 0.0456844 0.0371287
internal_count=4633 1730 2903 820 803 789 561 228 195 485 205 280 2083 1881 164 202 194 165 111 70 54 41 138 76 1717 1043 472 290 243 206
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=8 8 19 20 12 14 19 4 20 20 8 20 20 5 20 17 18 16 9 13 7 18 9 22 23 13 17 23 23 23
split_gain=7.73233e-05 0.000125269 0.000182166 0.000327504 0.000131521 0.000621072 9.05459e-05 0.0010028 0.000249162 0.000270888 0.00027732 0.000254897 0.000230281 0.000397781 0.000246432 0.000191269 0.000148991 9.65509e-05 0.000434639 0.000872983 0.000235278 0.000510954 0.00133694 0.000170203 0.000157171 0.000310719 0.000256212 0.000168103 0.000148735 0.000109981
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 42.498713093000006 66.834523482800009 144.12207640715005 14.451165964200003 143.58239362595003 39.427119987250002 40.148327922700012 8.543332867800002 40.679780036550007 41.037275035300006 21.020044509750004 41.529896397300007 195.44378352670003 13.204116077450001 22.594947163200004 200.95377551580003 117.67650082785001 23.276000438150003 13.087929333200002 188.90361612170003 -0.07490999999999999 0.10526500000000003 109.47132661375001 199.89028782265004 0.10307000000000002 0.098510000000000028 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 7 -7 -8 -10 11 -11 -13 -14 -15 16 -16 24 20 -20 21 23 -23 -19 27 -26 -27 29 -22 -9
right_child=-2 2 3 -5 5 6 8 17 9 10 -12 12 13 14 15 -17 -18 18 19 -21 28 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.025585530718936496 -0.0011894091160578489 -5.2837830800697072e-06 0.0034528203366669501 -0.000113626048441989 -0.054162902305956252 0.10003405162810559 0.0023277944807780252 7.574942418862888e-05 -0.0020557216361355851 0.0014586685444212318 0.002509698823049575 -0.0023059222441865219 -0.0024519671441480886 0.0025426143630862879 -0.00040322789886885308 -0.001549303186034291 0.0020160070916203734 0.00033318091829769096 -0.0050777169702890639 0.00071006082747290962 0.0012193823208344239 0.0010929339890998369 -0.0060267987194027517 -0.0011655725186588588 -0.0029400989710297934 0.001608129220908543 -0.0015516107687796436 0.0018734302384327299 -3.3699536229021375e-05 -0.0014130107516586712
leaf_weight=0.0020046170740631855 0.53982903248306158 1.5030626214565921 0.5301756602852945 0.50059823516039614 0.0021192706024909516 0.0010003375355286384 0.56899313835311005 21.80509883883321 0.51390241318154029 1.0161320521801824 0.53311389839759105 0.51128418000371345 0.52019716723674525 0.5128090060916296 0.50842348859225672 0.51990699622088232 0.50984843436400951 2.880607174741157 0.53978469721135869 0.5038693638634868 1.5238069021425529 0.51678762877131823 0.53864277747197065 1.0281663247532713 0.52354444394826316 0.52155192532154593 0.50520142516143096 0.51262138049971895 2.5033818599258666 0.50776662546632678
leaf_count=19 204 16 47 9 16 1 44 3282 29 32 63 14 64 22 38 56 21 63 77 7 36 33 46 38 231 35 14 36 15 25
internal_value=-9.40914e-08 1.49542e-05 0.000696879 0.00172077 -2.81024e-05 -2.93819e-05 -2.65229e-05 -8.7738e-05 0.000342098 0.000122523 0.000364206 8.51367e-05 -0.000367646 1.77829e-05 0.000644192 1.12821e-05 0.000808082 -9.06486e-05 -0.000351715 -0.00228342 -0.000127497 -0.000588234 -0.00254065 -6.10522e-05 1.68273e-05 -0.00095751 5.34178e-05 8.30039e-05 0.000440441 4.18702e-05
internal_weight=43.2042 42.6644 2.53384 1.03077 40.1306 40.1286 40.1264 34.4118 5.71461 5.14562 4.63172 4.0986 3.08247 2.57119 2.05099 1.53818 1.01827 34.4108 10.035 1.04365 8.99139 4.9642 1.05543 3.90877 24.3758 1.5503 1.02675 22.8255 4.02719 22.3129
internal_count=4633 4429 72 56 4357 4338 4322 3939 383 339 310 247 215 201 137 115 59 3938 315 84 231 180 79 101 3623 280 49 3343 51 3307
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=22 17 22 20 23 0 20 17 7 7 9 9 4 22 2 16 22 14 22 20 23 2 8 0 12 20 6 3 20 16
split_gain=7.21388e-05 0.00074885 0.001616 0.000898084 0.000725434 0.000442008 0.000270593 0.00269809 0.00348329 0.00124574 0.00103977 0.000299351 0.000266447 0.000185733 0.000594124 0.000774192 0.000367096 0.000985451 0.000895948 0.000182457 0.00577313 0.00384566 0.00180845 0.0014624 0.00320425 0.000529362 0.000200219 0.000840063 0.00761596 0.0162357
threshold=-0.036264999999999999 174.47088669260003 -0.22147500000000001 40.371455563000005 0.080545000000000019 71.249517373150013 34.515670600900002 179.03071761140004 23.781511574300001 23.960918281000001 189.68479361675003 193.49750438550004 143.58239362595003 -0.051199999999999996 82.092636011950006 18.194957452300002 -0.066979999999999998 147.98468416440002 -0.053874999999999999 43.477771593600004 0.08326500000000002 90.05676182820001 8.4434108459500017 88.729872137350014 148.96091148645004 44.202975721700007 16.265380038000004 83.511574906150017 42.027798546600003 18.094957686100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 9 8 10 11 -8 -3 -9 16 -15 -16 17 -14 -18 26 -21 22 -22 -23 -25 -26 27 -19 29 -29
right_child=-2 6 3 -5 -6 -7 7 12 -10 -11 -12 -13 13 14 15 -17 18 19 -20 20 21 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.045672851583748023 0.00018872339408399906 0.031725430966609521 0.090668586810698226 0.0014143373191868218 -0.070126475671311514 0.031724517751235769 -0.045537773523764098 0.024029494751935151 -0.10025009952313862 -0.047975942825516274 0.066768104344216983 0.10001077338686935 -0.054570670774825671 6.4614354229594647e-05 3.5392230470048288e-05 -0.0054313270460627072 0.0046381272614828906 -4.3797030570602034e-05 -0.00031218855305737282 -0.00050038035790215337 -0.10004993684521185 0.086572303401569031 0.034974425252973965 0.084743117270760504 -0.10004460224348538 -0.0054884203840721976 3.7314113220508288e-05 0.092759354361846777 -0.00086993136769369635 -0.050817752460759938
leaf_weight=0.0010091767198985302 13.787455116182832 0.0012206131216169432 0.0038541566201424939 0.0015934361532418534 0.0015649637456577881 0.0027446049796850495 0.0013099271589824824 0.0045814698805760603 0.0059376931489206752 0.0014605725665641539 0.0022240986211272684 0.0013542736451199744 0.0033198026358388635 2.5129880703752678 0.50299457317390739 0.53417026153624647 0.57317330265986743 4.5424938353580462 1.0096012611356879 0.51106318907726223 0.0022100391786352694 0.013474214810436536 0.0017996791548284818 0.0038886074280526364 0.0014450016609259819 0.0010030615510272511 18.070008288062944 0.0089349510899977558 1.0277418759662929 0.066448767214758675
leaf_count=106 1343 55 84 112 128 194 110 21 44 123 15 10 6 12 18 44 119 606 12 421 17 26 28 17 14 42 584 22 93 207
internal_value=-2.10045e-08 -8.84878e-05 0.0262799 0.0645615 -0.012929 0.0109168 -9.81424e-05 -0.000101696 -0.0534651 0.0257949 0.0251406 0.0676404 -8.44993e-05 -8.82588e-05 -0.000766467 -0.00278013 4.93242e-06 -9.13599e-05 0.00148048 -8.39019e-05 0.00174255 0.0498638 -0.039447 0.0679403 0.0283213 -0.0613015 -0.000125096 -0.000644923 -0.00312026 -0.0338001
internal_weight=43.2031 29.4156 0.0107663 0.00544759 0.00531875 0.00375378 29.4048 29.4008 0.00947172 0.00403546 0.00353403 0.00257489 29.3913 29.3868 3.55015 1.03716 25.8366 24.2538 1.58277 24.2505 0.534884 0.0238206 0.00400972 0.0198109 0.00633667 0.00244806 23.7156 5.64562 1.10313 0.0753837
internal_count=4633 3290 624 196 428 300 2666 2478 169 188 125 65 2309 2288 74 62 2214 2083 131 2077 565 144 45 99 73 56 1512 928 322 229
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=8 19 22 23 22 4 13 5 22 17 22 20 22 17 16 21 2 6 10 23 23 17 16 16 14 4 17 16 21 16
split_gain=6.85897e-05 0.000114696 0.00048423 0.000907805 0.000571861 0.00245361 0.0034973 0.00193259 0.000786982 0.000514583 0.000461564 0.00117796 0.000387339 0.000746768 0.000538982 0.000363791 0.000355743 0.000275602 0.000213252 0.000138954 0.000391912 0.0001358 0.000131448 0.000411716 0.000253986 0.00546928 0.00404377 0.00320585 0.00171208 0.00271786
threshold=8.8430989333000021 14.351157895250003 -0.63026499999999996 0.09721500000000001 -0.245055 290.13641166820008 105.40368946235002 16.222050829800004 -0.58835000000000004 193.09202135800004 -0.24023999999999998 42.206017975500011 -0.066979999999999998 191.06791329340004 22.604947139800004 15.109659503850002 212.16877499140003 16.375382608200002 62.116825104000007 0.086075000000000026 -0.11595499999999999 196.21449749970003 22.594947163200004 22.624947093000003 289.33102627960005 331.11746218220009 186.69708271700003 22.554947256700004 5.8464528668500009 16.024962526700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -4 11 -6 15 -14 -15 17 21 -3 19 20 -19 -16 24 -24 -12 26 -26 28 -28 -30
right_child=-2 12 4 -5 10 -7 -8 -9 -10 -11 22 -13 13 14 16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.10012063231499531 -0.0011199959961658412 -0.0023851567741475497 0.093148552813227758 0.012031709231949551 -0.10007091707052447 -0.087602951870554391 0.095827391845347637 -0.086475375792455428 -0.0435278307775342 0.012289365334725882 -5.9568704688391322e-05 0.032087420767121219 0.0044072805249756259 0.0033756625187241493 -0.00031280686212457686 0.0025042565454068272 -0.0024396995553221104 -0.00025775542012074275 -0.0020400506103532725 -0.00014708850706764696 0.0031052050715947581 0.0013173202483900085 -0.0019247495654976009 -5.6840081046598921e-05 -0.066791614451516365 0.00034762796463466326 0.064012137486861298 0.099300825521755398 0.036054376793792746 -0.093196920489563573
leaf_weight=0.0013689225055121259 0.53992051212702463 0.54916164184270577 0.0015864167214085798 0.0015265898242944331 0.0015144901919289513 0.0018327866400502874 0.005455029302869896 0.0022960066097493792 0.0011531888090971281 0.0015619341991151559 21.265032996770582 0.0012159164934040234 0.58460612196222372 0.54207816852341784 1.0284168247965233 0.52060962359468099 0.51666561603951766 1.0016889755552214 0.52139793663076339 6.9138971592209657 0.52982680442741203 1.0158237818795894 1.53911678298462 5.0574782780105281 0.0028766314075435026 1.0236703278284525 0.0065432235723523191 0.010823370572325075 0.0049738632946779854 0.0024176808217077905
leaf_count=43 204 128 15 23 8 178 96 55 73 32 1826 76 44 66 33 37 45 25 52 131 143 25 53 113 92 772 144 5 63 33
internal_value=4.30348e-08 1.42198e-05 -9.87158e-05 -0.040991 -9.4623e-05 0.0201945 0.0365868 -0.0123949 0.0271465 0.0530334 -0.000104366 -0.0412176 0.000252304 0.00112875 0.000511067 -6.97149e-05 -9.52942e-05 -0.000210534 -7.73522e-05 4.38197e-05 0.000905658 0.000497236 -0.000100483 -0.000492661 1.54423e-05 0.00153271 0.0454315 0.0584707 0.0267572 -0.00622209
internal_weight=43.1965 42.6566 28.9324 0.00289551 28.9295 0.0138854 0.0120526 0.00659755 0.00430154 0.00314835 28.9157 0.00273041 13.7242 3.68759 3.10298 10.0366 2.56091 9.51597 8.96681 8.44541 1.53152 2.04424 28.9129 6.5966 22.3163 1.05131 0.0276348 0.0247581 0.0139348 0.00739154
internal_count=4633 4429 3700 66 3634 449 271 175 120 47 3185 84 729 213 169 516 103 479 351 299 168 58 3101 166 2935 1109 337 245 240 96
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=18 17 16 5 21 18 16 0 20 9 2 21 3 16 23 23 18 16 18 12 19 6 21 22 23 21 2 10 22 4
split_gain=8.46243e-05 0.000328556 0.00011296 0.000358739 0.000406477 0.0010254 0.000302033 0.0012161 0.000496337 0.000545764 0.000227687 0.000164712 0.00237002 0.0171298 0.0123051 0.00481289 0.00339074 0.00190911 0.00180004 0.00167771 0.000685828 0.000457164 0.000307889 0.000388671 0.000184513 0.000180101 0.000482053 0.00737462 0.00305205 0.00524853
threshold=12.880535946600002 182.02915412410002 22.624947093000003 24.367802910700004 5.4349223666500004 13.141419083100002 22.614947116400003 86.780739992750014 32.724174661450007 191.61296531520003 121.84632764400003 11.534227923400001 93.017962855400015 22.494947397000004 0.090665000000000009 0.087245000000000031 13.845746551550002 16.294961895300002 15.481271036150002 221.15890037120002 12.350996516100002 6.8351597024000013 9.027058870800003 -0.063379999999999992 0.074340000000000017 7.3464616447000006 178.46521675150004 62.020040611300011 -0.093604999999999994 278.75859950360007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 8 -8 9 -2 -6 22 13 14 15 17 -16 20 -18 -20 21 24 25 -24 -13 26 -10 -28 -29 -30
right_child=2 -3 3 -5 10 -7 7 -9 11 -11 -12 12 -14 -15 16 -17 18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00046299657746325768 0.0021791160869349424 -0.002628425459751687 -0.00091646871225920825 -0.0022512506788122271 0.0013320112061256687 0.0052294256471991374 -0.0053213444747146205 0.0002148718603693783 3.5058708023191632e-05 -0.10003358716656122 -5.8985436566458206e-06 0.042918396901048823 0.00028928367699653168 0.09486572684068259 0.03369652551835766 0.079401314806584133 -0.1001633943121725 -0.087839999525635565 -0.085505653829852868 0.070156161850501747 0.079761423633874409 -0.058611100555833399 -0.0035998855538511032 -0.00026909997756182919 -0.013189775911618129 0.0010788178049588296 -0.086641213670592396 0.00068405192794612519 -0.10033900991594916 -0.0096048404915041324
leaf_weight=0.87374687626523451 0.0010489782156120056 0.56681052479658822 0.52447209458022992 0.52174806472391999 1.5288492377258061 0.56275696258580865 0.53895339861506331 1.5040250075107904 23.244590824149881 0.0010406161203645459 7.5711368492748079 0.001339274292790015 2.0355248039288742 0.020448257801945147 0.0026871852915064656 0.011857267117875381 0.015284941016375342 0.0028184925331189437 0.0014803628876935418 0.0013008041407746584 0.0012453421778548801 0.0011413439292695671 0.53502756367381277 1.0149054178348151 0.0010421958277726517 1.5462254200831882 0.010329996210712844 0.51312604704323406 0.0080402635373671844 0.030785441703208641
leaf_count=577 183 73 42 114 27 136 62 17 1301 11 106 53 72 14 12 34 75 121 36 34 24 72 195 103 129 235 45 313 17 400
internal_value=1.84924e-07 -0.000753373 2.6184e-05 0.000306233 0.000437217 0.00226469 -7.0421e-05 -0.00124562 1.23655e-05 -0.0487227 0.000218878 1.58772e-05 0.000869679 0.0203502 -0.0175557 0.0396049 -0.0711098 -0.0225934 -0.0866989 -0.0126997 0.0159743 -0.00657493 -5.06474e-05 -0.00141887 0.0183639 3.29972e-05 -3.49275e-05 -0.00292814 -0.00136142 -0.0283946
internal_weight=43.1938 1.44056 41.7532 10.709 10.1872 1.08723 31.0443 2.04298 29.0013 0.00208959 9.09999 28.9992 2.09617 0.0606455 0.0401972 0.0194439 0.0207533 0.00758665 0.0180661 0.00278117 0.00476816 0.00352281 26.903 1.54993 0.00238147 25.3531 23.8069 0.562282 0.551952 0.0388257
internal_count=4633 650 3983 425 311 178 3558 79 3479 194 133 3285 676 604 590 433 157 399 145 70 278 254 2609 298 182 2311 2076 775 730 417
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=8 17 8 5 18 7 3 5 7 0 20 22 21 15 22 18 20 2 4 23 13 23 6 22 23 21 6 6 16 22
split_gain=0.000119095 0.000284128 0.000101059 0.000186747 9.22886e-05 0.000169022 0.000135263 0.000206648 0.000610229 0.000135024 0.000416216 0.00110022 0.00211765 0.00017922 0.00136701 0.0228207 0.000323583 0.000262061 0.000215269 0.000310939 0.000146791 0.000118898 0.00012959 0.000301012 0.00258316 0.00104446 0.000672027 0.000202706 0.0004614 0.00018786
threshold=8.8430989333000021 162.04221493815001 8.7431769115000026 21.990725385850002 12.880535946600002 22.343045670750005 93.776108048150022 24.800945798900006 22.532843451200005 86.345209775600011 40.621691032550004 -0.090369999999999992 15.833449912500003 37.882159664350006 -0.08158 13.602243858600003 42.654057868200006 45.979371440700014 264.81529982115006 -0.26568999999999993 117.53132408880002 -0.10696499999999999 16.455384477450004 -0.59496499999999986 -0.091114999999999988 2.3083050893000006 13.665319288000001 16.165377701450002 22.554947256700004 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 9 8 -8 10 20 -12 -13 17 16 -16 18 -11 -15 -20 -6 -19 23 25 -25 -23 -27 29 -29 -26
right_child=-2 2 3 -5 6 -7 7 -9 -10 13 11 12 -14 14 15 -17 -18 21 19 -21 -22 22 -24 24 27 26 -28 28 -30 -31
leaf_value=-0.044332838286785921 -0.0014778466596408121 6.335388109568727e-05 0.0016751778682337949 -7.4640750179613867e-05 -0.00047876327676667837 -0.0021665777592273813 0.0001347662139075032 -0.0010989544509553044 0.0040538750187857726 -0.046046509455087106 0.00011208326392063221 -0.0080096956423448638 0.00085731482977141268 -7.2350569996104896e-06 0.06764266458553185 -0.0010421389778303011 0.0012379827807734321 0.00098809907782016078 5.8723576103722778e-05 -0.0034239337120963473 0.0010777140265956905 -0.033934737984930644 -0.00063195323882034239 -0.049153748086259275 -0.00063407172477176381 0.0029413355197013178 0.094344264780839932 0.0034887895506892693 -0.00014580217439045471 0.00010439827119023433
leaf_weight=0.0014443780184468782 0.53842929434490017 0.86993093581332626 1.0239929485055648 1.5082647650652345 1.0025081261330862 0.55789206973886429 1.5238034388652359 0.50587922509917893 0.53742062784698408 0.0012397715290707314 2.0207146746469111 0.57278982665355449 0.50839970546076074 2.5119122946889552 0.053110737237146988 0.54233180349433496 1.5219469994368067 1.0195060362867909 0.50019380450248718 0.52589950642903438 1.5316454733292628 0.0019742647044836961 4.0248181501583522 0.010692617126560999 4.6121520839126431 0.0013412803199503998 0.0020095552754355595 0.53384764396469009 1.0102182782284215 13.610699161176028
leaf_count=375 204 363 34 38 11 21 83 188 96 5 41 98 9 27 39 148 40 393 2 51 41 50 77 27 1352 52 8 107 14 639
internal_value=9.68037e-08 1.87555e-05 2.02576e-05 0.00063295 -1.84187e-05 -0.000807945 1.07204e-05 0.000712108 0.00115659 -3.91284e-05 -0.000488784 -0.00126552 -0.00384023 4.40068e-05 0.000552051 0.00508423 1.87153e-05 -7.17146e-05 -0.000505778 -0.00172623 0.000461973 -6.94188e-05 -0.000114704 -9.47053e-06 -1.58712e-05 0.0237627 0.0577573 1.07092e-05 0.00111083 -8.25064e-05
internal_weight=43.187 42.6486 42.6471 2.53226 40.1149 1.42782 38.6871 2.5671 2.06122 36.12 5.63606 3.1019 1.08119 30.4839 5.6554 0.595443 5.05995 24.8285 3.53801 1.02609 2.53415 24.8273 23.8078 19.7829 19.7776 0.0053251 0.00335084 19.7669 1.54407 18.2229
internal_count=4633 4429 4054 72 3982 384 3598 367 179 3231 200 148 107 3031 307 187 120 2724 80 53 52 2719 2326 2249 2139 110 60 2112 121 1991
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=8 19 22 6 18 2 17 17 21 23 12 20 5 13 10 0 5 16 22 20 20 21 22 23 17 12 20 20 20 18
split_gain=9.64071e-05 8.93751e-05 0.000356503 0.000166147 0.00039076 0.000530835 0.000372881 0.000629291 0.000235247 0.000107172 0.00113996 0.000702434 6.56865e-05 0.00258443 0.00310995 0.000580589 0.000391368 0.000566054 9.62806e-05 0.000157842 9.07719e-05 0.000952959 0.00532812 0.0039076 0.00112235 0.000239874 0.000180394 0.00211674 0.000542971 9.8184e-05
threshold=8.8430989333000021 14.451165964200003 -0.027754999999999998 16.445384243750002 13.602243858600003 154.46567853970001 193.58688265170002 188.27285108100003 9.1670574189500034 -0.27651499999999996 151.57463967635002 41.184662530950007 13.252098438300001 98.255079293500017 78.537927364800012 99.013224486300018 12.679739965100001 17.874958200600002 0.17437500000000003 38.171717059500004 36.859113051050009 0.15802222800000001 -0.097799999999999984 0.083395000000000011 193.09202135800004 91.208648993800026 37.572218886150004 37.765550062200006 38.060777288450005 12.880535946600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 5 6 7 -5 -3 10 -1 -12 13 -11 15 -15 17 -16 20 -20 25 22 24 -24 -22 -14 -23 -28 -29 -30
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 12 11 -13 18 14 16 -17 -18 -19 19 -21 21 26 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.1000243342098623 -0.0013288215800457022 -0.0024529362645710423 0.0027075800610345054 -0.00039464365980012499 0.0030263941773514204 -0.0028250194400737845 -0.00034319847901636625 0.0045422214116160814 0.00014463621683972981 5.3218658115399529e-05 0.085283334944737305 -0.026431194401656491 -0.00018318763376574479 0.0016507398088754827 -0.0036884658301077687 -0.087894859063272976 0.096791040363296083 0.097418529847793089 0.00024143633302030492 -0.0022280920285622716 -0.0035359333723418841 -0.0019136922611433503 0.028646506476442297 -0.088208882935992702 0.090921140478344237 0.0024423490973871712 0.081890234505133302 -0.028358678831510345 -0.0010652205905284054 7.1768348729433786e-06
leaf_weight=0.0011276765506440549 0.53890381629416495 0.53210687869066209 0.5923845933326487 0.50623456802714029 0.51941460518165161 0.52786526965343217 1.5067781509496851 0.52696451651968346 1.0112405695766105 0.5078288026421508 0.0010074110150731751 0.0012754217347188401 1.0059426407931309 0.0016298871816147198 0.0011021227792440413 0.0013028590761479109 0.005580463401884117 0.0011128363039460965 0.51292585377794242 0.52243612710725529 0.0018791817505885424 0.51024633939334663 0.0039967171632316898 0.010075907465761702 0.0038050787131282959 0.53200348704454592 0.0031547110188502306 0.0067629880295488878 0.87684390248533262 32.41148550425234
leaf_count=97 204 110 90 16 57 52 16 46 38 1129 39 62 25 130 29 24 28 15 44 157 103 46 38 37 17 239 6 31 288 1420
internal_value=3.22519e-07 1.71183e-05 0.000384829 0.000116642 0.000489903 6.04508e-05 0.000660117 0.00212332 -0.000750941 -3.98753e-05 -0.0177659 0.0228683 -3.82379e-05 0.00107932 0.0496506 -0.0381295 0.0826747 0.0471096 -5.4158e-05 -0.00100467 -2.63313e-05 -6.04908e-05 -0.0220164 -0.0550212 0.0596942 0.000725033 -4.76603e-05 -1.90662e-05 -2.68271e-05 -2.10711e-05
internal_weight=43.1854 42.6465 5.72299 5.1306 3.58726 3.06784 2.53998 1.0332 1.54335 36.9235 0.00341051 0.00228283 36.9201 0.518557 0.0107282 0.00293275 0.00779542 0.00221496 36.4016 1.03536 35.3662 33.8283 0.0197569 0.0140726 0.00568426 1.53795 33.8085 33.2982 33.2951 33.2883
internal_count=4633 4429 425 335 187 130 78 62 148 4004 198 101 3806 1355 226 154 72 44 2451 201 2250 1986 195 75 120 264 1791 1745 1739 1708
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=9 4 0 0 14 7 20 6 20 9 10 13 3 6 13 23 0 20 23 0 6 20 22 23 22 0 20 21 21 8
split_gain=8.39098e-05 0.000571245 0.000238502 0.000153147 0.000335933 0.000257669 0.000773618 0.00023731 0.000206166 0.000105958 0.000100225 0.00170392 0.000660255 0.0129577 0.00653208 0.00570306 0.0023148 0.0117358 0.00632821 0.00122066 0.00167095 0.000150312 0.00035965 0.000827277 0.000221619 0.000951728 0.000248992 0.000196558 0.000147125 0.000134255
threshold=186.70853236170004 128.88186563570002 85.732241321850012 85.769879735700016 142.92771580715001 22.929105819350003 40.767054867700004 16.465384711100004 40.467253020850002 185.62570708695003 66.859265246100009 116.86189801435002 83.613736315050019 14.745344522600002 109.96062599345002 -0.086715 93.843319501450011 36.772607578000013 0.11296500000000002 93.308316333500017 15.205355270700002 41.444941515100005 -0.06828999999999999 0.095830000000000012 -0.083330000000000001 86.681267041950008 42.027798546600003 5.2472773321000004 6.9984086918000008 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 -5 6 7 -6 -9 -1 11 -7 28 14 15 -14 17 -15 19 20 -19 22 -13 29 27 -26 -27 -23 -12 -24
right_child=1 2 3 4 5 10 -8 8 -10 -11 12 21 13 16 -16 -17 -18 18 -20 -21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00023433997131591251 -0.049146458428673934 -0.0020514991585311808 0.001702424582529075 0.035884733938964235 -0.00095958592686271125 0.0055903927623410458 -0.0042642052844533967 0.0024000850945613376 -0.00044022622131381314 0.0017543329832607818 4.3839386767485279e-05 -0.00011618469415872282 0.054485662785645053 0.067446637117806477 0.096323358503021816 -0.10014898551811098 0.0016892087761306942 -0.10023182140320371 0.037166726563164561 -0.033666939394639148 -0.042945269900130721 -0.00050583862892217908 0.00083255347495825348 0.0034833880767243842 -0.0047239764490053827 -0.0022923233853331306 6.8080608989506852e-05 0.00081565202539604946 -0.0016604756245876776 -0.00079358686249563013
leaf_weight=3.9154850366843563 0.0023694054725628124 0.58279708471098146 0.51334287676217982 0.0026032661408014182 1.5247756155097176 0.56724330379757049 0.56334053985933952 0.52193990816567726 0.50072430114107647 0.51946258784581001 14.083639442781887 6.5346287053889682 0.0026608584150267225 0.011416295119261122 0.0021762840988230883 0.023007976725229251 0.53714279171511592 0.014601286456809248 0.0069806907777092411 0.0075071330456921706 0.0078178318253776524 2.0208143393501841 1.015281139299989 1.0437766821851253 0.53364552438930246 0.51167869538039656 3.5301133188277163 2.5405992101723314 0.52540262053384879 1.0155526783328239
leaf_count=1959 19 272 13 7 44 154 78 32 19 63 764 81 12 19 3 257 98 40 9 34 30 26 30 34 53 21 119 46 278 19
internal_value=3.44252e-07 -4.68158e-05 -4.38132e-05 -1.31528e-05 -3.65446e-05 -3.90286e-05 -0.000910731 -0.000169144 0.00100939 0.000412376 3.94895e-05 0.00019073 -0.000152396 -0.00336669 -0.0700166 -0.0841194 -0.00019678 -0.0211607 -0.0485693 -0.0685684 -0.0802553 2.73396e-05 0.000303458 0.00119535 -0.000263055 -0.000754798 -0.000230739 0.0002302 -1.7455e-05 1.93746e-05
internal_weight=43.1825 38.7476 38.7452 38.1624 37.6491 37.6465 3.11078 2.54744 1.02266 4.43495 34.5357 19.3133 15.2224 0.613311 0.0278451 0.0256688 0.585466 0.0483232 0.0369069 0.0299263 0.0224191 18.7461 9.60924 3.07461 9.13685 4.57544 4.04179 4.56141 14.609 2.03083
internal_count=4633 2611 2592 2320 2307 2300 173 95 51 2022 2127 583 1544 502 272 269 230 132 113 104 70 429 164 83 265 193 140 72 1042 49
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=15 7 20 15 10 10 10 5 5 22 17 9 17 17 8 15 6 22 5 23 21 22 22 21 18 23 18 21 6 6
split_gain=8.88187e-05 0.000435358 0.000111619 9.16186e-05 0.000453062 0.00263111 0.000731845 0.000861857 0.000447438 0.000294174 0.00164293 0.0145683 0.0119851 0.0191809 0.00382034 0.000393289 0.000240743 0.000397699 0.000167202 0.000513655 0.00040905 0.000226844 0.00154986 0.000876393 0.000761094 0.00129818 0.00233531 0.000747549 0.000437135 0.000162325
threshold=46.435439118750004 23.543468673550006 42.206017975500011 37.882159664350006 61.821094709650005 61.740440965750004 59.98487780655001 28.543718473100004 30.922794813800003 -0.066979999999999998 188.51582982015003 201.11092673680002 191.06791329340004 192.64609805285002 8.3434888241000014 42.629181320700006 16.405383309150004 -0.074029999999999999 20.911722254300006 -0.27118499999999995 3.8092755532000004 -0.59496499999999986 -0.54488499999999995 2.3083050893000006 12.697414448800002 -0.249005 14.243842826850001 2.3889051598000006 13.665319288000001 14.845346859150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 -9 16 15 12 -12 -14 -15 -11 17 -5 19 -6 -20 23 27 -21 -24 26 -26 -23 -25 -27
right_child=1 2 -4 9 18 -7 -8 8 -10 10 11 -13 13 14 -16 -17 -18 -19 20 21 -22 22 24 28 25 29 -28 -29 -30 -31
leaf_value=-0.066955399566764329 -0.0030990221992193917 -0.00059125762803246889 0.0015030391670268547 -0.0032017613182398711 -0.055298981744938185 -0.10025078168665438 0.069483823057163635 0.056099412777369274 -0.022689601128575081 -0.0027040771502002273 0.09146940662871178 -0.00021396859223451331 -0.094736243524201874 0.014240230925396922 0.083259623287264412 0.0011175085235177727 0.00021491431760188343 0.00067163597840762474 -0.003200448013903197 -0.032325146966577172 -0.00027831483932889674 0.0022751459097968114 -0.06567750783936678 0.0083251199871776007 0.096346854809975999 -9.2630191119351694e-05 -0.048591129859671997 -0.10003010537607626 0.081812471675192497 0.00052291824338284668
leaf_weight=0.0015642799888908598 0.52039770044028344 0.50860739360194862 0.50933436596368864 0.55994041351559787 0.0016763390260646762 0.0029441753540595528 0.0017375797985834662 0.0018019278979509723 0.0012013058651216824 0.56599411073778927 0.033250074401692475 0.54558251856212792 0.012198027467832162 0.014519202988822144 0.017915331671247259 0.51370910121841007 9.9547313682392353 0.5033718227787165 0.52934221974507512 0.0019639422927920638 5.0416216505195619 0.0010373923875092164 0.0017609313832157572 0.0013680402437863393 0.0035035270339116974 17.66244939114415 0.0016283664768588927 0.0022928617253681338 0.0019824258270091377 5.6560099797909578
leaf_count=163 129 34 44 149 99 5 41 121 115 29 22 111 15 31 25 19 185 8 273 64 272 44 15 54 13 2045 59 85 9 355
internal_value=-2.04707e-09 -0.000746189 0.000456639 2.75669e-05 -7.08224e-05 -0.0221995 0.0142467 -0.00676671 0.0245835 0.00025121 0.00147431 0.00556152 0.0460199 0.0121612 0.0523633 -0.000885815 6.21436e-05 -0.0013681 -6.37419e-05 5.37686e-05 -0.00055597 5.77452e-05 5.30392e-05 0.0207157 6.27785e-05 6.77419e-05 0.0503576 -0.0681615 0.0518066 5.66742e-05
internal_weight=43.1754 1.53834 1.01794 41.6371 28.9159 0.00924927 0.00630509 0.00456751 0.00300323 12.7212 1.70317 0.623465 0.0778826 0.0446326 0.0324345 1.0797 11.018 1.06331 28.9066 23.3357 5.57096 23.334 23.3287 0.00531441 23.3254 23.3236 0.00513189 0.00333025 0.00335047 23.3185
internal_count=4633 207 78 4426 3832 445 440 399 236 594 252 204 93 71 56 48 342 157 3387 2842 545 2743 2616 127 2487 2472 72 129 63 2400
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=8 8 19 20 3 20 23 3 7 3 9 21 10 22 22 6 0 22 7 18 10 5 7 20 22 22 3 23 23 18
split_gain=8.12944e-05 0.000118062 0.000188863 0.000323339 7.45345e-05 0.00022714 0.00109289 0.000220003 0.000859439 0.00021979 0.000146233 0.000110848 0.000148912 0.000667971 0.00458608 0.00364122 0.00209841 0.000911194 0.000645888 0.00129924 0.00125494 0.00161058 0.000687902 0.000485632 0.00153947 0.000541652 0.00136187 0.000459394 0.000346902 0.000619553
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 42.498713093000006 93.776108048150022 32.724174661450007 0.092485000000000026 93.499196860750018 22.907491544400003 93.862138708350017 186.16747084260001 14.731151610350002 61.993156030000002 -0.16533 -0.15580499999999997 16.245379570700006 89.576736448400013 -0.14907499999999999 23.263685695600007 14.646070254650002 70.128430332750014 16.043149448600001 24.930088150450004 34.424709467050008 0.18839000000000003 0.11061500000000003 87.399085362750014 0.093635000000000024 0.11148000000000002 13.581061237400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 11 -9 -6 -11 12 28 15 -15 16 -14 -16 -18 -20 -21 22 -22 24 25 26 -19 -24 29 -7
right_child=-2 2 3 -5 9 7 -8 8 -10 10 -12 -13 13 14 17 -17 18 23 19 20 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.041434985924061168 -0.0012200146889458929 -3.7203357133335e-05 0.0034428911648423511 -0.00010152413224036843 0.001640461111353477 -0.0031947511204333369 -0.10004972933453063 -0.0044565554673801416 -0.00015416534402096737 0.00029056886529530882 -0.0014889538471234021 0.0014410628472810996 -0.10017433008560682 -0.10031144044927105 0.074694709939271117 0.057401369952960163 0.044512831262886 -0.051452186675343681 -0.10004598607004214 0.094742658425756798 0.068284633265066008 -0.0864211889163949 -0.062473521587242488 5.5397782756157572e-05 -0.03540040350125017 0.10003897281938895 0.10000959041197251 0.02053911476951149 0.00052676809929921593 0.00028720900793879829
leaf_weight=0.001047704933589758 0.53910271152825728 1.5025544596373941 0.52968222054187186 0.50064099925702976 1.0321505000209739 1.0322201585915314 0.001140014983604594 0.5483948728113569 3.0276128755981233 2.3794050225897556 0.57298616788620282 0.53415644102979243 0.002535062095146313 0.0045523705470696943 0.0016359726584437287 0.011740843084680819 0.0025607001706697838 0.0011063033499063004 0.0014260941022072879 0.001269736806648325 0.0017707049552638798 0.0020924782995983549 0.0010799545117613496 28.406534511054396 0.0025520957146729084 0.0020351641898699313 0.0012810901098418981 0.001741926514555403 1.5122242877841925 1.0120260826897718
leaf_count=115 204 16 47 9 37 27 46 78 44 711 154 316 23 168 72 26 116 37 26 12 19 46 159 1981 11 3 10 78 14 28
internal_value=2.83518e-07 1.57147e-05 0.00067785 0.00172064 -2.61091e-05 -7.13944e-05 -0.0322923 -6.94425e-05 -0.000813954 0.000384344 -5.47925e-05 1.23848e-05 -1.14614e-05 6.48121e-05 5.00939e-05 0.0160193 -0.0175423 6.61727e-05 -5.18553e-07 -0.0121513 0.00360597 -0.0137042 0.0194272 6.18758e-05 0.0264458 0.0621349 0.0298231 -0.0112304 -0.000621524 -0.00147097
internal_weight=43.1713 42.6322 2.53288 1.03032 40.0993 36.1147 0.00218772 36.1125 3.57601 3.98454 2.95239 32.5365 32.0024 28.4459 28.4197 0.0262175 0.0144767 28.4151 0.0119416 0.0093809 0.0079548 0.00668506 0.00459259 28.4135 0.00697465 0.00442256 0.00238739 0.00282188 3.55647 2.04425
internal_count=4633 4429 72 56 4357 3455 161 3294 122 902 865 3172 2856 2787 2282 505 479 2114 456 340 314 302 256 2042 61 50 47 237 69 55
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=15 21 19 20 6 9 20 23 21 22 0 21 16 20 22 16 19 0 5 5 20 14 10 19 8 16 8 16 23 10
split_gain=8.45583e-05 0.000333878 0.000103515 0.000381588 0.000387609 0.000322346 0.000314007 0.001081 0.000120055 0.000119355 0.000115036 9.54095e-05 0.000532686 0.000232827 0.00303977 0.000664738 0.00129322 6.74134e-05 0.00663449 0.00502653 0.000586439 0.000376025 0.00026246 0.000521109 0.0120195 0.00147473 0.000989385 0.000719925 0.000162245 0.000105514
threshold=46.435439118750004 15.294585115650001 14.451165964200003 42.081757894750005 16.465384711100004 192.57902085675002 32.724174661450007 0.088565000000000019 3.4893684343500007 -0.088880000000000001 86.162394622750014 14.849677877150002 22.604947139800004 34.424709467050008 0.23643500000000003 19.794953710800005 12.551012654050002 97.886760529650019 16.316541761950003 14.608687763150002 43.895345911700005 144.12207640715005 80.538140213850014 13.451085274650001 7.5441126493500006 15.774963111300002 8.2435668022500028 14.969964993700001 0.088075000000000028 75.499969677400017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 7 -1 10 -10 -7 13 -13 14 15 16 -8 18 19 20 -15 -20 23 24 -19 26 27 -26 -21 -23
right_child=1 -3 3 -5 5 8 11 -9 9 -11 -12 12 -14 17 -16 -17 -18 22 21 28 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.038751639523364446 -0.0027563203552551882 0.00034209203250179531 0.0031772094783032814 -0.0020853360974593398 0.0026990555171717461 0.0019297224028409906 0.078709936993942048 -0.10004005052895515 0.00024285318514594289 -0.0011597059135210462 -0.00015105395611354219 0.0012901318507582149 -0.0032198475198667552 -0.10006048664158539 -0.10012428875034451 0.10001734849035769 -0.04697408277884485 -0.00022563929320118219 -0.028366174701208779 0.098458383822613724 -0.0036708648113298811 -3.7802334383406777e-06 0.00013213663396163504 -9.1827677825152574e-05 -0.082683425248047393 -0.098180988991082394 -0.019562644072276661 -0.037666045321288394 0.0761250975781671 0.0014450873896401225
leaf_weight=0.0010246353583983144 0.53121855839930177 1.0071692497141667 0.5696641731407216 0.53553347000286056 0.52883819515591302 0.56112073214524139 0.002008731229803439 0.0012406789082093834 1.5083299748981747 1.0150386270415763 0.50464750287392235 0.5224138390817703 0.52516211336478591 0.0015915478196332202 0.0016620263509239952 0.0020142106441198848 0.0013818746960794215 0.5020030280011224 0.0046671142083621877 0.0078396896531955917 0.001046045155737696 29.766104259882603 3.5164952407924446 1.002844280035134 0.0090188204450214471 0.0090967375894273061 0.0070912023369800172 0.0058610719836451617 0.0055596961349237981 0.51126701745740888
leaf_count=172 187 20 136 118 44 45 54 68 27 30 25 331 28 45 8 11 31 116 34 14 77 1712 987 58 45 82 37 31 31 29
internal_value=2.40855e-07 -0.000727816 2.7145e-05 0.000443461 0.00073236 0.00039415 -3.25816e-05 -0.0372625 5.45353e-05 -0.000321334 0.000944463 -3.0265e-05 -0.000970774 -2.39953e-06 0.0181469 0.0545163 0.0274862 -6.02773e-06 5.03642e-05 0.0643528 -0.0618332 1.63105e-05 -0.000344197 -0.00143477 -0.00396118 -0.0643212 -0.0503021 -0.0649514 0.0891918 2.06855e-05
internal_weight=43.169 1.53839 41.6306 5.22317 4.68764 4.11798 36.4074 0.00226531 3.58914 2.52337 1.06577 36.4051 1.04758 35.3576 0.00706684 0.00540482 0.00339061 35.3505 30.2981 0.016037 0.00263759 30.282 5.05241 1.53592 0.533071 0.0310678 0.0219711 0.0148799 0.0133994 30.2774
internal_count=4633 207 4426 425 307 171 4001 240 127 57 70 3761 359 3402 104 96 85 3298 1942 167 122 1775 1356 369 311 195 113 76 45 1741
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=15 7 20 19 20 4 20 9 7 20 23 8 21 8 9 8 16 16 16 20 22 17 22 10 22 22 23 13 23 7
split_gain=6.84392e-05 0.000359702 0.000137205 8.39379e-05 0.000308921 0.000383905 0.000329974 0.000291401 0.000445541 0.000274274 0.000975401 9.68256e-05 0.000337052 0.00717115 0.00896868 0.00586359 0.00230481 0.00180107 0.00183872 0.000305196 0.00237699 0.000928999 0.000443594 0.000277014 0.000183343 0.000164093 0.000120996 7.62146e-05 0.000466907 0.00215734
threshold=46.435439118750004 23.543468673550006 42.206017975500011 14.451165964200003 42.081757894750005 273.29151239050003 41.542492784600007 189.68479361675003 23.164713644150002 32.724174661450007 0.088565000000000019 8.7431769115000026 14.849677877150002 8.543332867800002 186.70853236170004 8.1436447804000007 16.984960281800003 22.584947186600004 22.554947256700004 34.424709467050008 0.24901000000000004 199.89028782265004 0.11061500000000003 84.92839234085001 -0.057599999999999998 -0.080869999999999997 0.093635000000000024 117.60660091645001 -0.27651499999999996 22.398098708400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 6 7 -5 -9 10 -1 12 19 14 15 16 23 18 25 20 21 22 -11 -14 26 -16 -13 28 -21 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 11 -12 24 13 -15 17 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.035409854294314348 -0.0027909164729705608 -0.000723389210704622 0.0015987505699016698 0.0021880016823312273 -0.0018743598520038823 0.0031817400570839033 0.002680322339312086 -0.002836398290692559 0.00021079562143012814 0.031564121529749294 -0.10003624124399124 0.00072410838537928426 -0.01004309682955813 0.00052695102576250476 -0.056707134772019198 0.094387136629278001 -0.10009478018710037 -0.099861656865481874 0.024754599672353703 -0.055298045126430322 -0.10012919921623185 -0.032025335710014355 0.10002651306634343 0.046979255859379593 0.0022262319363221387 -0.10007589432191813 -0.00069179887453281366 -0.00045352322101857909 -0.042939930146244622 3.6460870692614585e-05
leaf_weight=0.0010100151703941445 0.52125469716876338 0.50813933287955115 0.50963830864198911 0.51948288329003789 0.53619755294008076 0.53462306798979842 0.52401425062487295 0.59300473138228005 2.5141743253116147 0.001516762169559204 0.0011226533178274331 1.5172096363983207 0.0018499472244827009 0.50339308271122718 0.0014106566183151861 0.0059346690395614132 0.0033858521940179909 0.016816787414427381 0.0027231198619119823 0.0015259277476137303 0.0012752324659553449 0.0010324241081320351 0.002516856721001659 0.0015792034686674949 0.5182130846683809 0.0022866558158654016 1.0021978607360038 3.9240526564284002 0.011685166382419676 28.881281027914284
leaf_count=172 129 34 44 39 118 105 53 73 37 51 68 49 99 9 37 10 87 17 3 108 6 41 4 68 51 23 31 113 584 2370
internal_value=1.72847e-07 -0.000654682 0.000439391 2.4385e-05 0.000399338 0.000659545 0.000334677 -4.24391e-06 -0.000370761 -2.93952e-05 -0.03589 -2.72942e-05 -7.65049e-05 -0.00255599 -0.0456809 0.0217151 -0.0415694 -0.0826595 -0.0376024 -3.57618e-05 0.0219003 0.0526178 0.0742826 0.016217 0.00051322 -0.0835292 0.000160873 -4.00004e-05 1.61586e-05 1.908e-05
internal_weight=43.1645 1.53903 1.01778 41.6255 5.2215 4.6853 4.15068 3.62666 3.10718 36.404 0.00213267 36.4019 33.3643 0.53938 0.0359869 0.0127497 0.006815 0.0232372 0.00642043 32.8249 0.00634128 0.00506604 0.00403362 0.00342915 3.03762 0.00369731 2.51941 32.8185 28.8945 28.893
internal_count=4633 207 78 4426 425 307 202 149 110 4001 240 3761 3630 353 344 264 254 80 63 3277 102 96 55 167 131 60 80 3175 3062 2954
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=22 17 22 9 23 20 22 23 16 23 12 23 5 5 19 5 15 23 20 19 7 22 17 22 22 20 20 20 21 19
split_gain=7.57945e-05 0.000869163 0.00131988 0.00101012 0.000481905 0.000452559 0.000317495 0.000299415 0.000205393 0.000199624 0.000583 0.000196234 0.000989185 0.000314782 0.000166333 0.000195818 0.000518492 0.000208617 0.000163673 0.000650113 0.00012554 0.000112565 0.0035413 0.00129703 0.00028574 0.00137702 0.00203096 0.00197494 0.000653783 0.000276047
threshold=-0.036264999999999999 174.47088669260003 -0.24023999999999998 195.34352961910002 -0.144095 40.371455563000005 -0.14831999999999998 -0.25587999999999994 22.654947022900004 -0.49124499999999999 66.834523482800009 0.10487000000000003 22.573811927200005 23.286780469550006 14.551174033150001 23.195398057700004 38.567335632300008 0.094385000000000011 34.515670600900002 14.051133688400002 22.995234593000003 -0.051199999999999996 179.03071761140004 -0.10434500000000001 -0.063379999999999992 36.165040341950011 36.377496227400009 35.374259656300005 5.6808520270500003 12.651020723000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 -1 -6 -4 14 -3 -11 18 -13 -14 15 16 20 -17 19 -12 -2 22 23 -20 25 27 -27 -24 -26 -23
right_child=8 9 3 -5 6 -7 -8 -9 -10 10 11 12 13 -15 -16 17 -18 -19 21 -21 -22 29 24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0060271447586651063 -0.001456948195841879 0.037887562130107542 0.006987198669509271 0.09435818969790663 0.021511381361168789 -0.087809686097069156 -0.052873865907847921 0.074428804526529155 0.0020164939379271499 0.070046624717304842 -0.032080089374327179 -0.0046986921822738219 0.00068477116415148866 -0.001217407967807161 0.0018594859876254724 -8.5647021978415048e-05 -0.0031611271475148017 0.0027661469731964593 0.012274367516440387 0.072648634758193817 0.00014135256433525656 0.0002463496290859882 0.020168366601641511 -0.10023920375340485 -6.521335715849813e-05 0.089967198727983921 4.8590917179647867e-06 -0.10014755961900655 0.0042746459406940813 -0.001535462685230948
leaf_weight=0.0010002084458295086 0.51532749222335539 0.0013832194669721734 0.0010656646544973114 0.0029309580608724434 0.0012315390572905649 0.0010572092616081552 0.001074386397697337 0.0017220495371269434 0.5915098394264654 0.001184691091107192 0.0010668053424635051 0.54874188156639192 2.0155862798710591 1.5306335088324088 0.52292311874072162 0.5047468823387653 0.52078999121502612 0.52159215120620672 0.001303559568143875 0.0013338163288096894 10.598920006555181 2.0036982149621205 0.0023533754644889373 0.0047872282134465696 1.0190258480323731 0.0025097754409405528 20.174308621578032 0.0032461434254723032 0.52645463607078102 1.5360079743579715
leaf_count=51 118 41 64 37 108 176 128 60 108 11 127 199 18 54 37 198 58 35 129 15 789 20 14 23 47 13 1838 34 41 42
internal_value=-2.81706e-08 -9.07655e-05 0.0292656 0.0475863 0.0206731 -0.0421911 -0.0131465 0.0486478 0.000193514 -0.000100842 -0.000102631 -0.00010546 -0.000747641 -0.000136255 0.000111726 3.95428e-05 -7.72584e-05 0.00136365 -1.42086e-06 0.0261085 6.72451e-05 -3.90091e-06 8.12682e-05 -0.0761589 0.00010264 2.28896e-06 1.60494e-05 -0.049581 0.00141312 -0.000526844
internal_weight=43.1595 29.3837 0.010082 0.0080246 0.00509364 0.00205742 0.00230593 0.00278771 13.7758 29.3736 29.3722 29.3711 4.09496 3.54622 13.1843 12.6614 11.635 1.02634 25.2761 0.00240062 11.1142 25.2737 21.734 0.00609079 21.7279 20.1824 20.1768 0.00559952 1.54548 3.53971
internal_count=4633 3290 624 397 360 227 236 124 1343 2666 2625 2614 271 72 1235 1198 965 233 2343 142 907 2201 2139 152 1987 1899 1851 48 88 62
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=20 12 7 15 4 21 16 22 21 4 5 20 6 22 22 16 21 17 22 0 18 14 6 7 20 14 6 7 22 12
split_gain=7.55362e-05 0.00523825 0.00410754 0.00388716 0.00196855 0.00043508 0.00508005 0.00443015 0.00128264 0.00468113 0.00490515 0.00240729 0.00294053 0.00381934 0.00329486 0.00209335 0.00162725 0.000712355 0.000441534 0.000233627 0.000747023 0.00696984 0.00781663 0.00873358 0.00631529 0.00209681 0.0017106 0.00140381 0.000194146 0.000188742
threshold=38.474425342400004 82.846568806150017 23.781511574300001 30.247508226550003 150.69347026435003 0.37234627945000004 22.624947093000003 -0.102645 1.8675847688500002 195.04069921150003 24.800945798900006 40.467253020850002 16.475384944750001 -0.093604999999999994 -0.064729999999999996 22.604947139800004 1.9176293050000004 184.58362717140002 -0.15022499999999997 93.843319501450011 12.899561312100003 147.98468416440002 15.785368822600002 23.822419043000004 36.165040341950011 189.41298135015003 16.645388916850006 22.747724408400003 -0.124155 94.177001085000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 -3 6 7 18 9 -7 11 -11 13 28 -15 -16 -10 -9 -6 20 -1 -22 23 24 25 -23 -24 -28 -13 -21
right_child=1 4 -4 -5 5 8 -8 17 16 10 -12 12 -14 14 15 -17 -18 -19 -20 29 21 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.8411655453029076e-05 0.056453251023525247 -0.10005910994876965 -0.10089121346851256 -0.073321230263668366 0.014619599345683042 -0.057386452946440417 0.0918834857638995 -0.025790712239959088 -0.070554712497771274 0.090152292851743185 -0.089718038988353302 0.05556419829303938 0.071954468505307054 -0.095107221333076919 -0.07217528873283649 0.10002247480618452 -2.5466278197497943e-05 -0.10009260117662228 0.097969786599911859 0.00032492722148081663 0.00023094590717354449 0.086945834120932194 0.093877539662391485 0.071959479419383451 -0.061534627144604337 -0.0065209326594140278 0.090945052390618286 0.0035380083253756401 0.10002336145087763 -0.0012845999882061829
leaf_weight=1.4108061354876555 0.0047672829728914179 0.0019670855725725236 0.0091517463483796746 0.0044743835915141972 0.0010877620995471977 0.0067879494415638555 0.0032686394952179407 0.0015963216815946257 0.0032715592471522772 0.0087649781326696874 0.002916386162780781 0.0021856397127746341 0.0086563734093942912 0.0049220517780774733 0.0011113421405528666 0.0019354375981492922 37.557802538030032 0.0067311515241832431 0.0015287792739400166 2.5172858196091705 0.50216557159910746 0.0047192365055650498 0.018401229035538647 0.013820532418662879 0.017476222244965811 0.0048843165101692954 0.0030204849524899649 0.0046913540941204701 0.0017838692874647651 1.0253319705476589
leaf_count=166 30 16 31 23 94 30 33 41 11 48 33 43 31 42 60 4 2988 58 5 70 8 13 44 30 29 32 45 24 3 548
internal_value=-2.65811e-08 -5.07056e-05 -0.0534033 -0.0063775 -2.46175e-05 -1.93861e-05 -0.0175124 -0.0501856 -1.27738e-05 0.0180981 0.0339732 0.0462598 0.0275794 -0.00459653 -0.0445168 0.0372117 -3.16094e-05 -0.0858494 0.063319 0.000345334 0.00121534 0.00427339 0.0345655 0.00727606 -0.025736 0.0394091 0.0773084 0.0377726 0.0755438 -0.000140915
internal_weight=43.1573 37.6347 0.0183934 0.00924167 37.6163 37.6144 0.0142127 0.010944 37.6001 0.039064 0.0322761 0.0293597 0.0205947 0.0119383 0.00796883 0.00304678 37.5611 0.00832747 0.00261654 5.5226 1.97999 0.569179 0.0670134 0.0409003 0.0270798 0.00960355 0.0261131 0.00771184 0.00396951 3.54262
internal_count=4633 3624 84 53 3540 3524 231 198 3293 294 264 231 183 152 106 64 2999 99 99 1009 391 225 217 104 74 45 113 69 46 618
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=8 22 14 4 16 19 5 15 23 22 14 2 15 22 12 9 9 22 5 21 6 17 21 22 9 14 0 21 21 4
split_gain=7.45896e-05 8.71378e-05 0.00206013 0.00268323 0.00027741 0.00019192 0.000155902 0.000361076 0.000171509 0.000127521 0.00064274 0.000621087 0.000594599 0.000555939 0.000140819 0.000252907 0.0149441 0.00454092 0.000235577 0.000360908 0.000218268 0.0132175 0.00917345 0.00110158 0.000270216 0.000196369 0.000177729 0.000374426 0.000416283 0.000176739
threshold=8.8430989333000021 -0.036264999999999999 160.60872747920004 158.74242509745002 22.654947022900004 14.551174033150001 23.195398057700004 38.567335632300008 0.094385000000000011 -0.053874999999999999 144.12207640715005 77.002902305750027 23.340124910500005 -0.064729999999999996 147.73915704645003 192.39832633775004 186.70853236170004 -0.24399499999999999 21.482549112100006 8.8671606832000016 16.355382140900002 193.70011821090003 12.377125061300001 -0.11963999999999998 200.52256857420005 202.57660084575005 86.681267041950008 7.0919822770000005 6.7271511063500009 169.30632827135003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 6 7 -4 -8 10 -1 -11 -13 14 18 16 -16 -18 19 25 21 22 23 -17 -25 29 27 28 -22 -12
right_child=-2 2 4 -5 -6 -7 8 -9 -10 11 13 12 -14 -15 15 20 17 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.052425519897430051 -0.0011692943811993052 -0.0064542682584535459 3.3704169734633474e-05 0.097765405646269093 0.0023207335721075382 0.0019808412951944176 -0.00011408715704275873 -0.0026603674121231085 0.002473794031621443 6.6231282486006304e-05 0.0010719167563986623 -0.00023557165810738162 -0.005018807121638302 0.0031376077247964695 0.00019803221171464127 -0.04535129218903626 0.0043595462442472073 -0.095238010422010952 0.001767480029536656 -0.002463290316174076 -0.0040453622405461718 0.00010984050644686875 0.07010571117377111 -0.077833416180576084 -0.10049671581915826 0.002103692850343235 0.00048788773489526937 1.4683243901618704e-05 -1.5345414767202564e-05 -0.00011063582763971841
leaf_weight=0.0023377057834882411 0.53863733489235599 0.0049208897751630287 11.101167982132749 0.004960680793942629 0.58459247173686968 0.51813723472238926 0.50444154282503884 0.52082592370240455 0.52017109246349946 3.5128945607575561 1.5404989629964925 0.50138383503858441 0.53955413526232299 0.55610383652944051 1.0183414143724907 0.0061702577863316501 0.0057925305185895217 0.021827167397152514 0.89116161697252749 0.53212568709927488 0.52597220546502199 1.5537550448896185 0.004511005391141131 0.007951379763027927 0.015548371902145863 0.51964698388419783 4.5275987728191467 5.0314113867356483 0.4999505960633428 7.0372897666534264
leaf_count=26 204 28 858 14 69 28 191 55 27 20 149 24 47 113 927 45 32 57 329 134 84 468 33 27 55 129 62 64 3 331
internal_value=1.05941e-07 1.48881e-05 0.000221965 0.0458654 0.000189161 9.4507e-05 1.72231e-05 -8.70275e-05 0.00119972 -8.38654e-05 7.14861e-06 -0.000569491 -0.00271489 1.21936e-05 -6.10198e-05 -0.0002783 -0.00177049 -0.07435 0.000211983 6.80309e-05 -0.000150083 -0.00124335 -0.0627549 -0.0829549 -0.0928284 0.000216093 1.39271e-05 -0.000340338 -0.00208146 0.000101741
internal_weight=43.1497 42.611 13.7592 0.00988157 13.7493 13.1647 12.6466 11.622 1.02461 28.8518 24.298 4.55383 1.04094 24.2957 23.7396 13.2188 1.04596 0.0276197 10.5207 9.62956 12.1729 1.58794 0.034181 0.02967 0.0234998 9.09744 10.5849 6.05733 1.02592 8.57779
internal_count=4633 4429 1270 42 1228 1159 1131 913 218 3159 3068 91 71 3042 2929 1857 1016 89 1072 743 841 628 160 127 82 609 213 151 87 480
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=15 7 20 18 7 14 3 17 17 15 21 19 22 3 9 9 23 0 3 17 22 7 19 4 0 23 23 23 23 23
split_gain=9.33636e-05 0.00038093 0.00010534 8.85397e-05 0.00045608 0.00207617 0.00031 0.00744247 0.00747098 0.00173332 0.00049267 0.0136691 0.00196052 0.00341203 0.00180931 0.00156921 0.000632979 0.000278247 0.000224976 0.000205193 0.000333967 0.000186173 0.000146569 0.000437466 0.000352991 0.000128837 0.00031407 0.000488194 0.000264451 0.000379988
threshold=46.435439118750004 23.543468673550006 42.206017975500011 13.988302431200003 23.822419043000004 156.96193988595004 85.589753040950015 200.85989963400002 196.21449749970003 31.445204138150004 6.9984086918000008 12.851036860900001 -0.075639999999999999 79.47351079420001 186.70853236170004 201.65416293750005 0.079745000000000024 90.321439350550008 77.817420585800008 199.89028782265004 0.063030000000000017 24.227986230350002 14.551174033150001 128.88186563570002 86.866770652900016 0.091885000000000022 0.10249000000000003 0.097645000000000023 0.08846500000000003 0.090850000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 17 -5 -6 10 8 -8 -10 -7 12 13 16 -13 -15 -12 19 -18 20 21 22 23 -1 -24 28 27 -27 -25 -30
right_child=1 2 -4 4 5 6 7 -9 9 -11 11 14 -14 15 -16 -17 18 -19 -20 -21 -22 -23 24 25 -26 26 -28 -29 29 -31
leaf_value=0.060902303812249738 -0.0029669203973404293 -0.00065831096199047312 0.0013772599681638306 -0.003034467110223395 -0.10012248042942562 -2.079116718407587e-05 -0.016654614515505192 -0.0008530522182297036 0.098250624190780456 0.047247778256507465 0.010125191031118041 0.017456936582569985 -0.0013537080098279819 0.085972260600279779 -0.10005784634965492 0.014539119133315898 -0.10002854434714686 0.0024229494759589244 -0.044989797345391797 0.002043475078680882 0.0024355208011696294 -0.0018963203088353778 -0.0029607138936022302 5.4226170881571031e-05 0.00020728397924072236 0.00061952463240449659 1.0062930973800676e-05 0.0039346396560846599 -0.0035374046222356073 -0.00022008059662579789
leaf_weight=0.0011833750136450707 0.52010103995181722 0.50806436273833788 0.50884692096042272 0.53285320067694186 0.0020732199885536975 14.099624956489496 0.013618636823228836 0.54612730276273425 0.014207047293893993 0.012548942564535537 0.0016717586570728074 0.0014275588596936997 0.5094054963142215 0.0081051835620140622 0.015932767463198161 0.0049554454460576389 0.0012020774915529886 0.52396024092176219 0.0019432922699138544 0.52905553092915525 0.57478902355126393 0.50864947508489322 0.54197554116035362 9.6025293093664654 1.0019105137325821 2.5357508071354933 7.9510147907589044 0.53856405850144984 0.52638373579284881 1.0037165558638319
leaf_count=16 129 34 44 335 14 1401 39 190 17 32 182 19 169 32 179 35 82 192 16 39 110 28 106 862 5 66 136 53 53 18
internal_value=-2.35375e-07 -0.000765608 0.000360258 2.80396e-05 -0.000158719 -5.81237e-05 -4.45029e-05 0.00220984 0.04364 0.0743296 -0.000134789 -0.00308594 -0.000211387 0.0323377 -0.0903945 0.0588692 -0.0395969 0.000141988 -0.0660242 9.4779e-05 5.3185e-05 -3.37205e-06 3.72492e-05 0.000102886 -0.00090483 9.96393e-05 0.000341942 0.00120027 -0.000140328 -0.0013613
internal_weight=43.1422 1.53701 1.01691 41.6052 15.7657 15.2328 15.2308 0.586502 0.0403746 0.026756 14.6443 0.544644 0.527283 0.0178778 0.0173603 0.0130606 0.00481713 25.8395 0.00314537 25.3155 24.7865 24.2117 23.703 22.1591 1.54389 22.158 11.0253 3.07431 11.1326 1.5301
internal_count=4633 207 78 4426 2742 2407 2393 278 88 49 2115 714 516 347 198 67 280 1684 98 1492 1453 1343 1315 1204 111 1188 255 119 933 71
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=15 21 8 19 22 5 15 17 21 17 12 9 18 10 7 14 13 15 6 14 13 6 16 13 8 8 23 21 6 9
split_gain=7.55757e-05 0.000348353 7.45665e-05 0.00012909 0.000288786 0.000228533 0.000215986 0.000245438 0.000106307 0.000223639 6.67229e-05 0.00264546 0.00512709 0.000573897 0.000536376 0.000342594 0.000310644 0.000182046 5.95447e-05 0.000350555 0.00431193 0.00466619 0.00125361 0.00217465 0.000701685 0.000931771 0.000738236 0.000529568 0.000480577 0.000476719
threshold=46.435439118750004 15.294585115650001 8.8430989333000021 14.451165964200003 -0.027754999999999998 22.744024947450004 36.370482311550013 194.36188291790003 7.7895855139500005 199.59317753375004 263.8513961743501 206.57490536735003 14.194363735100003 61.944763783650011 26.005367513800003 144.12207640715005 96.975373223400013 26.384523135650003 16.465384711100004 289.33102627960005 117.54745483760001 13.665319288000001 19.794953710800005 108.79383516485002 7.6440346712000009 7.0445025401000008 -0.10212 5.6297227860000012 13.825323026450002 205.73475031020004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 6 7 -5 9 -8 15 12 13 -12 16 -1 -14 -18 19 -17 21 24 23 28 25 26 -21 -26 -23 -30
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 11 -13 14 -15 -16 18 17 -19 -20 20 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.032135374379355056 -0.002763636475546798 0.00040314129031136732 -0.0011452944948140999 0.0027654786253295382 0.0025955281480129198 0.0021966812945601712 -0.00270600625098213 -0.00031102552241220002 0.00015463470441687553 -0.00015384817361159802 -0.021727938873247966 0.00010029290082616733 0.019183606092742729 -0.095375454965515361 -0.014095568874736947 1.6254861249055329e-05 0.097247952969346699 0.041455380439832067 -0.0002297226959957959 0.016866664140063613 0.00066555604573253048 0.095985511473031151 0.098475581395697454 -0.082021008902135747 -0.0098671822572244036 0.074679169466762771 -0.089302648845797403 -0.089047924090774278 0.078328253463724587 -0.0044713354686024068
leaf_weight=0.0033193111309434134 0.53012931028578592 1.0075641851212536 0.5371608476185149 0.52057237630651776 0.58696204089574067 0.52863421898666718 0.52211067579628467 0.51670140702520939 1.5171029575103601 1.0028026951495119 0.0012073992337190221 0.51319967453409054 0.0018090415790138351 0.0085555947128135301 0.0018498442772633458 25.83369649883144 0.0014051590180175211 0.001001765185783654 8.9709508981377422 0.0015940433433718751 0.50744721795490477 0.0029193627742642994 0.0093042104344931431 0.0011701026645596357 0.0015078823110172834 0.0013612294941099945 0.0011116838172728905 0.0019204040498461694 0.0014244034203154676 0.0013585688866442069
leaf_count=27 187 20 186 46 77 70 32 50 29 29 70 196 101 75 336 1955 47 35 574 86 9 24 12 54 50 30 133 51 26 16
internal_value=-1.71825e-07 -0.000688625 2.52759e-05 4.05886e-05 0.000506484 0.000240379 -1.31378e-05 0.00123297 -0.000438038 -0.00102767 -2.68884e-05 -0.00114162 -0.0414069 -0.0862674 0.0307967 -1.02007e-05 0.0504941 0.074027 -7.18301e-06 6.85388e-05 0.00261164 0.0443292 0.0745505 0.0421597 -0.0208961 0.00719589 -0.0267544 -0.0542214 0.0676412 0.0379078
internal_weight=43.1379 1.53769 41.6002 41.063 5.19489 4.60792 4.07929 1.03727 3.04202 1.52491 35.8681 0.529028 0.0158288 0.00976299 0.00606581 35.3391 0.00421597 0.00240692 35.3358 26.3648 0.531119 0.0236719 0.0161766 0.00687244 0.00749524 0.00406696 0.00270573 0.00342829 0.00570234 0.00278297
internal_count=4633 207 4426 4240 333 256 186 96 90 61 3907 860 664 145 519 3047 183 82 3020 2446 491 482 132 120 350 249 219 101 66 42
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=18 17 8 20 7 19 7 18 19 5 22 17 9 9 9 9 9 9 9 9 14 6 16 7 16 7 15 19 16 2
split_gain=7.98725e-05 0.000294817 7.56938e-05 0.000402731 9.0483e-05 0.000357863 0.00014977 0.000435848 0.000423038 0.000409407 0.000130375 0.000447955 0.00583703 0.00124776 0.00285393 0.00132798 0.00173997 0.00082066 0.000777802 0.000732502 0.000258969 0.000168109 0.000379977 0.000222351 0.000158152 0.000110373 0.00100237 0.00261174 0.00324161 0.00164421
threshold=12.880535946600002 182.02915412410002 8.8430989333000021 32.724174661450007 22.721067571950005 14.351157895250003 23.109894804950002 13.317304170000002 14.351157895250003 22.665750084250003 0.11061500000000003 186.51219468755002 215.63980588275004 204.09084027260005 202.86134752310002 198.91155909545003 197.20558004415003 195.97407267990005 192.20980299475005 181.33671263215004 144.12207640715005 16.525386113000007 22.544947280100004 23.156313609200001 22.674946976100003 23.322419822750003 19.846565044850003 12.250988447150002 14.184966829400002 156.97960885415003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 8 -6 -10 20 -12 13 14 15 16 17 18 19 -13 -8 23 -23 -22 25 -25 27 28 29 -27
right_child=2 -3 -4 4 6 -7 10 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00041988810164990913 -0.049203943174665879 -0.0025116263593367894 -0.0011633833126086619 0.00011618416316879973 -0.002733704854521938 0.0028361145744840461 -0.049672793689099999 -0.0032690641719531851 0.0019069751266195607 -0.00067508465260442119 -0.00029817632059763295 -0.0081318777583862575 0.00023249829477755527 0.058776408353363278 -0.045821513986700119 0.089682746327869253 -0.050139342008796675 0.060723868310008512 -0.03429091089973154 0.087472178474438889 0.0021395431273800603 0.0007444967606080726 -0.0017556881440108864 0.00053940012237563924 0.0017868002475481403 -0.10001726040905412 -7.3447278509076373e-05 -0.090842955340700873 0.087854408404932638 0.019210653908355201
leaf_weight=0.87238811603017719 0.0016606732544833793 0.56539659601708969 0.52902584637225558 3.5328511632279236 0.5299413035271775 0.56046867343684414 0.0010488739935777805 0.52952886204447569 1.0327452783822082 1.5147659279345191 1.006581850946964 0.0015155499592899311 0.50392486264706449 0.017860485896790124 0.0047262994048651299 0.0043123717478010795 0.0024641585841891347 0.0083788319061568473 0.0022436352276145044 0.001700764747198491 0.51733712153665123 1.0079281579237425 1.5315244029378901 3.531793996042885 0.5137080107683677 0.0015892025146346783 24.79482344720822 0.0016830246561504456 0.0069437249497994458 0.0042495091458718565
leaf_count=577 194 73 119 444 48 164 5 99 30 39 93 84 28 46 7 11 9 24 22 10 27 18 55 71 51 287 1389 80 46 483
internal_value=-9.688e-08 -0.000732905 2.51714e-05 4.04447e-05 4.24313e-05 0.000488605 -6.8314e-06 -0.000619061 -0.000163083 0.000371666 5.91544e-05 0.000953673 0.00325677 0.038533 0.0242657 0.040334 0.0272805 0.0410661 0.0108992 0.0424229 1.56035e-05 1.72367e-05 -0.000763346 8.47242e-05 4.78834e-05 1.63639e-05 -5.80943e-05 0.026258 0.0416763 -0.0132412
internal_weight=43.1351 1.43778 41.6973 41.1683 41.1666 4.09332 37.0733 3.60698 3.07745 2.54751 33.4663 1.55371 0.547127 0.0432021 0.0253416 0.0206153 0.0163029 0.0138388 0.00545995 0.00321631 31.9126 31.9116 2.53945 29.3721 28.8548 28.3411 24.8093 0.0144655 0.0127824 0.00583871
internal_count=4633 650 3983 3864 3670 608 3062 216 117 69 2846 334 241 213 167 160 149 140 116 94 2512 2507 73 2434 2407 2356 2285 896 816 770
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=0 22 5 20 3 20 0 0 17 19 20 0 21 22 18 15 6 6 16 22 13 10 7 15 22 15 8 23 9 21
split_gain=8.29902e-05 0.00100597 0.00117923 0.000544925 0.00973332 0.00232176 0.00133899 0.00257159 0.00368753 0.00158259 0.00111955 0.000245533 0.000747376 0.000206441 0.000468993 0.000195037 0.000150447 0.00014082 0.000558354 0.00589464 0.00525176 0.00233243 0.00219549 0.00214233 0.000174167 0.000702766 0.00139426 0.000243441 0.000520023 0.000262122
threshold=86.09518316945001 -0.61402999999999996 19.221712148250003 42.081757894750005 93.82450029455002 43.084051236300006 85.705356740550016 85.398872513700013 188.51582982015003 13.851117550450002 42.720329370750001 85.931187223550012 5.2921303083500009 -0.091149999999999995 13.278511569200001 40.42701969085001 16.575387281250006 14.845346859150002 20.864951208700003 -0.084729999999999986 112.41787672470001 66.439865777750015 24.021206791900003 28.983869461100003 -0.08158 37.882159664350006 8.543332867800002 0.097645000000000023 205.22231928645002 3.3686516035500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 5 -5 7 8 9 16 -9 13 -13 14 -1 -15 -6 -3 19 20 22 -22 -19 -24 27 -26 -27 29 -29 -20
right_child=1 17 -4 4 6 -7 -8 10 -10 -11 -12 12 -14 15 -16 -17 -18 18 24 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0035715645352810774 0.020889010261753729 -0.0001227966562553185 -0.1001066656522973 -0.10014522848598884 -0.0099608432719614833 -0.021716531120810848 0.00014240518601226526 -0.025936468771749901 0.068146350724020782 -0.096468500639114052 -0.091381143273464568 0.0012131379097910684 -0.0041649226862843633 -0.0019793283118545502 -0.000105563489590625 4.9129862034332646e-05 0.041051443186623515 0.051153851093064188 -0.0014223228169959127 0.00083312167832147444 0.037164239087451062 0.10006771648333573 0.0093008530758265599 -0.10005855043816701 6.8981608484815278e-05 0.006241113051380533 -0.00085715739309643344 -0.0037117568800279933 0.00076286602125180767 0.00027079529935260677
leaf_weight=0.53062529313316797 0.0012985514790803112 17.673011571018613 0.0021213382535734127 0.012328516663550504 0.0012999780988858373 0.0054401684373743811 0.5072530985032131 0.0049231850503161922 0.0053099931769589048 0.0030649040753316648 0.0055727316298410656 0.51051137621641351 0.5232338526593594 0.52434636029799175 1.0015255454376815 4.9375011930503661 0.0010411872243231007 0.0034039507207808128 1.0236994302476912 0.56119538347593589 0.011351426076998905 0.012262376658327412 0.0035182276415071101 0.0036494650290848085 4.5524570435809411 0.58359525977175486 0.52624579795519821 0.5305506095573953 0.50879529061785433 8.5628249607461822
leaf_count=299 61 2578 12 43 143 27 22 28 32 74 73 27 22 130 55 77 133 23 51 143 29 14 22 21 164 119 39 36 13 123
internal_value=5.46401e-08 6.91435e-05 -0.0541639 -0.000278429 -0.00333465 -0.076133 -0.000886934 -0.0255021 0.00895696 -0.0491805 -0.0606838 -7.04737e-05 -0.00150899 0.000142145 0.00116793 -0.000145605 0.0127259 7.45107e-05 0.000281044 0.00328893 0.043604 0.0698293 -0.0149752 -0.04638 0.000171097 0.00061905 0.00287537 -6.76077e-05 -0.00152128 8.99953e-05
internal_weight=43.134 34.56 0.00341989 8.57398 0.546234 0.0177687 0.528465 0.021212 0.0107161 0.00540607 0.0104959 8.02774 1.03375 6.994 1.53215 5.46185 0.00234117 34.5566 16.8835 0.595381 0.0341854 0.0236138 0.0105716 0.00716769 16.2882 5.6623 1.10984 10.6259 1.03935 9.58652
internal_count=4633 3448 73 1185 575 70 505 483 382 350 101 610 49 561 354 207 276 3375 797 252 109 43 66 43 545 322 158 223 49 174
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=2 7 15 22 9 22 0 0 10 22 16 18 7 22 19 5 22 18 0 7 4 15 12 13 17 2 18 15 2 15
split_gain=7.73633e-05 0.000660891 0.0118737 0.0074098 0.000156169 0.00767753 0.00266627 0.00270962 0.000956764 0.000221449 0.00013719 0.00561714 0.00436012 0.000731413 0.000127658 0.000123501 0.000679937 0.00375922 0.0031767 0.000661396 0.000229398 0.000171538 0.000472167 0.00838224 0.0126398 0.00392851 0.00486358 0.00448883 0.000935326 0.000145614
threshold=151.08605618930002 22.958251375150002 40.957632625650007 -0.036264999999999999 192.39832633775004 -0.07490999999999999 87.261973998100004 87.525442894850016 79.728914316550018 -0.156745 18.634956423400002 15.534793034950003 24.872345000050004 -0.091149999999999995 14.551174033150001 17.352342178450005 -0.16533 13.511883313150003 85.866664228400012 20.631538035450003 193.23397520390003 31.264641197600003 96.350437043050007 108.49810477050001 201.81829107560003 106.99702195580001 14.780131328250002 28.826925781250004 80.759923107050014 32.548041893900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 -4 5 6 -3 -8 -9 -10 11 12 -6 -14 -12 -1 17 18 19 -17 -19 22 -18 -24 25 28 27 -27 -25 -23
right_child=1 4 3 -5 10 -7 7 8 9 -11 14 -13 13 -15 -16 16 21 20 -20 -21 -22 29 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00020473088885102601 -0.0001017875083548046 -0.09398219267109699 -0.095867203487924824 0.020508446717038057 0.042534670368568839 0.00050675530463962441 0.10005399281802577 -0.100067649549471 0.021874436827914612 -0.041070320450460412 4.04198262281453e-06 0.00017910335820566124 -0.033160405296235589 -0.099517598846958849 0.0015793122469906452 0.0042535709648152797 0.00028174204158474414 -0.10005927599342213 0.093162523220444327 -0.10005550476517509 -0.043584443432957622 -0.0010388829828844356 -0.00048268688372974327 0.059277329605709486 -0.063111480250389138 0.095693468634257123 0.10004187789645554 -0.042528590239975378 0.099507798344761408 0.00019673475442272032
leaf_weight=8.563774922141226 0.51407190966600325 0.011779617375068413 0.021410534011451432 0.0073491949381647706 0.0032030564061953379 0.50982512515759926 0.0015856151003390551 0.0021525095773169693 0.0012252376014371294 0.0010277761152120242 14.687003463165919 0.52545713269683947 0.0019865341832883141 0.010138502005901273 0.53311881478885048 0.001443095940697553 2.0181276043436527 0.0015989150894318025 0.0064725457958161314 0.001050299692883172 0.0013073323096080003 1.0228425472726801 0.50621192242343793 0.0083961321506649672 0.0097147064971068176 0.0031241198435881809 0.0061808438040316096 0.0094760199383472354 0.018539887464670571 14.119605057771194
leaf_count=807 452 20 99 34 35 262 1 103 234 169 502 398 32 94 74 203 96 16 27 73 28 128 71 17 26 89 7 25 52 459
internal_value=-2.75007e-08 -0.000167438 -0.00359996 -0.0661288 -5.30456e-05 -0.00174542 -0.0663581 -0.0120443 -0.0523902 -0.0068396 3.60665e-06 -0.00156158 -0.0612335 -0.0886458 5.92193e-05 0.00010712 0.000257712 0.0241811 0.0562182 -0.0396848 -0.0746549 0.000241686 0.000995438 0.00355993 0.0404778 0.0624902 0.027384 -0.00825736 0.0869677 0.000113271
internal_weight=43.1292 16.8313 0.542832 0.0287597 16.2885 0.527596 0.0177708 0.00599114 0.00440552 0.00225301 15.7609 0.540785 0.0153281 0.012125 15.2201 26.2979 17.7341 0.0118722 0.00896594 0.0024934 0.00290625 17.7222 2.57977 0.561644 0.0554317 0.045717 0.018781 0.0126001 0.026936 15.1424
internal_count=4633 2509 585 133 1924 789 527 507 506 403 1135 559 161 126 576 2124 1317 347 303 276 44 970 383 287 216 190 121 114 69 587
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=5 23 5 22 23 4 13 22 9 20 0 14 5 21 7 10 15 5 7 16 10 23 3 5 23 16 19 19 22 10
split_gain=7.2785e-05 0.000302998 0.00022678 0.000334472 0.000191 0.00529787 0.00319498 0.00125225 0.00133922 0.000512471 0.000150008 0.000131236 0.00506163 0.00199478 0.00194609 0.00250358 0.00228521 0.00596181 0.00152991 0.00206345 0.00149148 0.00119548 0.00246071 0.0011426 0.00104155 0.000682735 0.00119928 0.00100177 0.000754245 0.000662993
threshold=23.714185006400005 0.11071500000000002 23.195398057700004 -0.094409999999999994 0.091885000000000022 312.89209607035008 116.67639440335002 0.11061500000000003 205.73475031020004 41.404176814550006 85.866664228400012 305.23266569440005 22.533652790000001 5.3283630236500015 23.781511574300001 74.927328095600004 37.882159664350006 21.757682542950004 22.093462376800005 22.744946812400002 63.452988794850008 0.10990500000000002 82.912048743050008 21.363989181350004 0.077440000000000023 18.044957803000003 12.851036860900001 11.450923895500003 -0.085550000000000001 69.165962322050021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 -4 5 6 9 8 -8 -2 -6 18 14 -14 15 -13 21 23 19 20 -1 22 25 -18 -24 26 27 -16 -29 -22
right_child=1 -3 3 -5 10 -7 7 -9 -10 -11 -12 12 13 -15 16 -17 17 -19 -20 -21 29 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10011654277665097 0.084308098595560918 -0.0026524034194376125 -0.00033394892215762894 0.0032588158336115426 -0.00069280338758920582 -3.9352992072904294e-05 -0.10013521886161758 0.012005486015557121 -0.021641993553529408 -0.0034109620003349712 0.000606793490871474 -0.096492371182611558 -0.0081703026800401136 -0.096058466833271128 -0.03483172734629808 0.051730490694707511 -0.077931798597605351 0.098322852119111681 3.9934749901051298e-05 0.05969845199814891 0.0057223347581289328 0.0003106241721660148 -0.0006513278394467705 0.015689538141691314 -0.099739355977689903 0.075147300515923235 -0.084800302100344116 -0.014516304495308514 0.078858150041387992 -0.080817684116511343
leaf_weight=0.0042922538588825998 0.0014629667360483425 0.51679208902481111 0.50619407476540346 0.53087493134112296 1.3696484859422038 0.51980500073211533 0.010562985403056668 0.0015137975797188128 0.0027368313535589559 0.0012225917001628672 2.5265847167410698 0.0043197061313723214 0.0038711448743242727 0.0077576446461549153 0.0025770753411458736 0.0015478719355001141 0.003136989513421895 0.0076850716723697587 36.573062948520466 0.0017948995518963793 0.0032752938824494038 0.5029792300096616 0.0013690657960383499 0.0022305050565591955 0.0047113803977323343 0.0011955652648794066 0.0015503084045676019 0.0013354001016750439 0.0024562561295504715 0.0012131735026042478
leaf_count=21 90 47 39 74 71 192 284 18 23 166 49 88 34 25 387 66 36 33 2173 11 126 65 24 13 111 20 70 133 58 86
internal_value=-1.39444e-07 -0.000360904 4.66494e-05 0.00150518 -9.37968e-05 -0.00186127 -0.0559806 -0.0741739 -0.0839829 0.0443743 0.000149944 5.91396e-06 -0.00152911 -0.0668011 -0.000115891 -0.0573911 0.000516732 0.0418418 2.89381e-05 -0.0380003 -0.0579712 -0.000524226 -0.028159 -0.0390267 -0.0774288 0.00470932 -0.00592494 0.0132753 0.0459722 -0.0176683
internal_weight=43.1198 4.95033 38.1694 1.03707 4.43354 0.537304 0.0174992 0.0148136 0.0132998 0.00268556 3.89623 37.1324 0.548723 0.0116288 0.537094 0.00586758 0.531227 0.0130526 36.5836 0.0105756 0.00878072 0.518174 0.0151951 0.00536749 0.00608045 0.00911461 0.00791904 0.00636873 0.00379166 0.00448847
internal_count=4633 940 3693 113 893 773 581 325 307 256 120 3580 1163 59 1104 154 950 82 2417 244 233 868 803 49 135 668 648 578 191 212
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=2 7 15 22 20 20 17 21 9 22 23 18 22 16 12 15 3 3 3 3 3 3 3 21 21 23 23 20 22 17
split_gain=6.36594e-05 0.000525543 0.0103752 0.00681155 0.000144678 0.000658753 0.000242284 0.000488799 0.00028025 0.000187069 0.00052873 0.000156825 0.00761903 0.00369347 0.000808931 0.00152739 0.000332729 0.00469853 0.00253647 0.00317756 0.00311436 0.000442241 0.000142495 0.000122506 0.000168282 0.000112187 0.000499312 0.000420283 0.00163351 0.00124794
threshold=151.08605618930002 22.958251375150002 40.957632625650007 -0.036264999999999999 41.289992964000007 40.986363433950011 192.80507188075003 14.028898926300002 197.20558004415003 -0.022394999999999998 0.08759500000000002 13.988302431200003 -0.083004999999999982 22.624947093000003 222.66054638440002 25.023320983300003 92.738363209800013 92.122706297950018 87.963661570150023 82.081315180750025 77.817420585800008 75.529542716850017 81.93344998355002 5.8464528668500009 5.3953666299500016 0.13026500000000005 -0.42796999999999996 34.424709467050008 0.24901000000000004 200.30016490490002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 23 5 6 7 -3 -8 11 -11 -6 16 14 -14 -16 17 18 19 20 21 -13 -22 24 -4 26 -1 28 29 -28
right_child=1 4 3 -5 9 -7 8 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.063038533961261217 -6.2613950080385016e-05 -0.0034914498333969064 -0.066927160755025417 0.018629275601817021 -2.80049572157918e-05 0.0037473441076323181 0.0026247093809551227 0.00027285952388380566 8.5362342835293087e-05 0.00077272091134589617 -0.003749540795543323 -0.019204922370918403 -0.10028704781906653 0.015035935405289592 0.041637839625563916 -0.10002897438676506 -1.7548183222411051e-05 -0.10024190766109503 0.073709197832788786 -0.10003526008382391 0.06429183663324893 -0.10004024967919684 0.10004341300914994 -0.10020677631996065 -0.10047184777673568 0.0015459503402390946 0.073225474366679894 6.4017024358104882e-05 -0.081994193043268451 -0.046312844316065083
leaf_weight=0.0012537489327070208 0.51380752200689528 0.52588170445980287 0.0031187928581175575 0.0072595408184241697 9.5794121414404536 0.52442320201079784 0.52397366775402288 1.0026295784135504 2.5483703854732469 0.50700020277097624 0.52755591406042435 0.0017586991804280083 0.011517832748304313 0.0045616125571541479 0.0012703619652008067 0.0018982646911354095 0.50103040483486616 0.0031307260087487512 0.0081571382779657142 0.0024636761521570349 0.0020977843609415459 0.0011001685196472544 0.0023792290885467082 0.013432697772920221 0.0028733263625326799 0.52359028770516403 0.0042644104455550431 25.761077864811664 0.0011629319969908465 0.0010982525321145409
leaf_count=94 452 215 43 34 179 67 222 12 328 140 135 269 38 12 19 65 13 6 29 93 38 40 4 53 3 61 77 1845 18 29
internal_value=-3.74408e-07 -0.000152294 -0.00322003 -0.0640161 -5.04494e-05 0.000389344 6.58593e-06 -0.00102224 0.000518436 -0.000252511 -0.00153334 -0.000121583 -0.00177745 -0.0635642 -0.0879774 -0.0432321 0.000500346 0.0128053 0.032515 -0.00177505 0.0312246 -0.0503125 0.0832914 -0.0949027 -0.0830124 9.68188e-05 6.73743e-05 7.04448e-05 0.0254454 0.0487445
internal_weight=43.1136 16.8211 0.540492 0.0266844 16.2806 5.12528 4.60086 1.52851 3.07234 11.1553 1.03456 10.1208 0.541366 0.0192481 0.0146865 0.00316863 0.522118 0.0210874 0.0179567 0.00979956 0.00733588 0.00285887 0.00447701 0.0194248 0.00599212 26.2924 25.7689 25.7676 0.00652559 0.00536266
internal_count=4633 2509 585 133 1924 844 777 227 550 1080 275 805 626 134 122 84 492 479 473 444 351 309 42 99 46 2124 2063 1969 124 106
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=15 7 20 20 22 23 4 23 23 14 20 17 5 22 15 20 20 17 6 23 16 22 7 23 2 18 17 16 5 21
split_gain=8.25116e-05 0.000368433 9.13348e-05 7.26773e-05 0.000153985 0.00318865 0.00368057 0.00165743 0.00140167 0.000214903 0.000268191 0.000205617 0.000177528 0.000365245 0.000256428 0.000144827 0.000139442 0.000114705 9.78745e-05 9.77777e-05 0.000300125 0.00151634 0.00024716 0.00130306 0.000217927 9.41731e-05 0.000218397 0.0001804 0.0026343 0.001459
threshold=46.435439118750004 23.543468673550006 42.206017975500011 42.580420142950011 -0.11534 0.087475000000000011 185.92218515570002 0.086555000000000021 0.080545000000000019 397.00156550335004 47.927946529500012 188.27285108100003 21.757682542950004 -0.079369999999999996 41.831907381600011 49.292797572200008 43.157831852650006 162.04221493815001 16.465384711100004 -0.51222499999999993 12.604970524100002 -0.13509999999999997 20.714163848350005 0.099855000000000027 45.979371440700014 12.880535946600002 182.02915412410002 22.624947093000003 13.153721664750002 2.7200266080500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 17 5 6 16 8 9 10 -8 -6 13 -13 -14 -12 -5 -1 -16 -19 21 -21 23 -22 -24 26 -26 28 29 -27
right_child=1 2 -4 4 11 -7 7 -9 -10 -11 15 12 14 -15 18 -17 -18 19 -20 20 22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.030460800271717728 -0.0028924759079270185 -0.00056331309374138203 0.0013321097497367472 0.099982721849255704 -0.0023268249971567269 -7.1431149527306052e-05 -0.024846585154150398 0.099893577479292964 -0.10008376686632095 -0.034740572252423906 0.050668058123074171 -0.0030378031813483421 0.0024764401378229977 -0.00022060550705873991 -0.0012349409530070785 0.0046561387078665993 0.074745210603893261 0.027025440672578047 0.00073309771025534048 0.032814054859867159 -0.033875708207929289 -0.10001669772904916 -0.031452147720673354 0.10001021094763876 0.00029055393051330029 -0.041437621064139479 -0.0022381820051446551 0.00051337034226364806 -3.5601336978816636e-05 0.074899397918424718
leaf_weight=0.0012294470506181146 0.51766244897612423 0.50826241140748585 0.50865168745445288 0.0048737062257366293 0.51700164162781348 0.50320595909135901 0.0012449747293720725 0.0012935883526097314 0.0017751186381753659 0.0011809428449198744 0.001596968975785984 0.52951452197032178 0.52115527412498952 3.5157873783417459 0.50716747062085665 0.0011967101023929727 0.0039747309456981128 0.0013470938653047373 0.50363765292041052 0.0018347786269462367 0.0015432262396676269 0.0016166338605103801 0.0021911245421496464 0.0013742961964453571 0.86390017452117607 0.0012775626069718993 0.5648464586515729 8.6439924853300436 24.865671408772076 0.0069011466051161763
leaf_count=142 129 34 44 15 377 72 206 4 152 215 58 132 32 236 33 122 31 69 22 245 220 287 14 14 29 127 49 243 1186 94
internal_value=-6.58678e-07 -0.000720757 0.000384761 2.59226e-05 -0.000278038 0.00137318 0.0437928 -0.00409155 -0.0233223 0.00278324 0.0137556 -0.000419022 -0.000242172 -0.000589366 0.000674628 0.0309582 0.088646 8.34372e-05 -0.000254358 8.45114e-05 8.34732e-05 -0.0294036 8.6385e-05 0.0291911 8.39553e-05 8.59326e-05 -0.000709167 0.000119825 -1.69374e-05 0.0567269
internal_weight=43.1069 1.53458 1.01691 41.5723 6.61461 0.520343 0.0171367 0.0082883 0.00699472 0.0052196 0.00403865 6.09426 5.57726 4.0453 1.53196 0.00279368 0.00884844 34.9577 1.01081 34.9565 34.9551 0.00345141 34.9517 0.00291752 34.9488 34.9466 1.42875 33.5178 24.8739 0.00817871
internal_count=4633 207 78 4426 1707 875 803 757 753 601 386 832 455 368 87 180 46 2719 55 2577 2508 532 1976 234 1742 1728 78 1650 1407 221
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=5 23 5 22 23 4 13 0 23 18 10 18 6 18 14 0 8 9 16 6 6 10 7 16 10 23 21 2 22 13
split_gain=8.43276e-05 0.000296046 0.000203927 0.000281448 0.000167463 0.0045379 0.00275475 0.00133473 0.00105605 0.00195046 0.000874076 0.000510634 0.000131264 0.000215433 0.000124289 0.00449805 0.00150231 0.00281062 0.00286036 0.00203562 0.00487535 0.00268443 0.00137336 0.00174243 0.00142495 0.00100326 0.000632237 0.00087097 0.000708322 0.000594398
threshold=23.714185006400005 0.11071500000000002 23.195398057700004 -0.094409999999999994 0.091885000000000022 312.89209607035008 116.67639440335002 85.823648898300021 0.087125000000000022 13.405741979600002 57.772276765200012 13.317304170000002 16.505385645700006 13.278511569200001 305.23266569440005 86.538778761000017 8.4434108459500017 207.89602404040002 22.544947280100004 16.265380038000004 15.695366719750002 70.816675614150014 22.093462376800005 22.744946812400002 63.452988794850008 0.18642000000000006 3.2738626606000003 225.22936691895003 -0.013285 113.95029785905002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 14 -4 5 6 11 8 9 10 -8 -2 13 -6 22 -16 19 -18 -19 20 21 -17 23 24 -1 26 -23 -28 -29 -26
right_child=1 -3 3 -5 12 -7 7 -9 -10 -11 -12 -13 -14 -15 15 16 17 18 -20 -21 -22 25 -24 -25 29 -27 27 28 -30 -31
leaf_value=-0.10010533623632883 0.0052288470696378727 -0.0026549233520528092 -0.00025307826734704511 0.0030440532454063208 -0.0003938506730017148 -0.00015437221585929071 0.0081817015780234915 -0.10016117305595179 -0.1000360805945967 0.09337023036117631 -0.10003133621843813 0.096393439203971309 -0.00024327531936230856 0.0025093044872045219 -0.094965852656198738 -0.080035843625562542 -0.10019626972186453 -0.068587222914680876 0.047687945552363754 -0.0011149699436018127 0.097371318323464365 0.045638784169007962 4.3689150175296624e-05 0.055703076112711296 -0.03952206150767406 0.090288703343882781 -0.05745653338820509 0.034517853305835455 -0.053746548669670657 0.043124976850591697
leaf_weight=0.0038837053316441716 0.0015635222538076246 0.51638451789023765 0.50609029311726772 0.53004755357845457 0.50482084819418582 0.51930386702574727 0.0013046693053244685 0.00746936985569846 0.0018780694418154553 0.001279692667708332 0.0017445007355618714 0.001012147552962972 2.8715700680715965 0.51776793643676911 0.0050994391633046856 0.0034269030509755131 0.0043114002428410467 0.0036616369730566589 0.0050109656353924947 0.5034544001591712 0.0072220871370518571 0.0032320683702030759 36.568804448399135 0.0016799806908238688 0.0031769841501447793 0.0017380823139616442 0.0023732007624460982 0.0041843627873313577 0.0011615980768842774 0.001198483289044816
leaf_count=21 245 47 39 74 25 192 69 28 47 20 161 11 65 30 23 149 16 35 28 33 19 268 2173 11 206 34 87 381 90 6
internal_value=-4.79314e-07 -0.000388977 4.9876e-05 0.00143361 -0.000124829 -0.0017828 -0.0538163 -0.0716832 -0.037413 -0.0102441 -0.0537295 0.0410533 0.000103188 0.00107611 1.12555e-05 -0.00148794 -0.000604821 -0.0342086 -0.00140429 0.000223422 0.0290952 -0.00150102 3.35874e-05 -0.0371335 -0.0560172 0.0197083 0.00850636 -0.00704125 0.0153393 -0.0168842
internal_weight=43.1059 4.9461 38.1598 1.03614 4.42971 0.535556 0.016252 0.0136763 0.00620693 0.00432886 0.00304917 0.00257567 3.89416 1.02259 37.1236 0.544876 0.539777 0.012984 0.0086726 0.526793 0.0233383 0.0161162 36.5787 0.00993915 0.00825917 0.0126893 0.0109512 0.00771916 0.00534596 0.00437547
internal_count=4633 940 3693 113 893 773 581 325 297 250 230 256 120 55 3580 1163 1140 79 63 1061 1028 1009 2417 244 233 860 826 558 471 212
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=15 7 20 20 22 23 15 5 22 22 22 23 23 21 22 13 13 17 17 19 5 15 23 9 17 0 8 19 23 21
split_gain=7.54067e-05 0.000255382 9.58762e-05 7.11163e-05 0.000162877 0.00293093 0.00395576 0.00393278 0.00134497 0.000399139 0.000383374 0.0003621 0.000352666 0.000633589 0.000276165 0.0002614 0.000193361 0.000151545 9.64963e-05 9.08853e-05 0.000303491 0.000234611 0.000181237 0.000164316 0.000350971 0.00014521 0.000106118 0.000176303 0.000278376 0.00017467
threshold=46.435439118750004 23.543468673550006 42.206017975500011 42.580420142950011 -0.095854999999999996 0.08674500000000003 28.298162031900002 21.701709660250007 -0.14815999999999999 -0.086800000000000002 -0.23557500000000001 0.081775000000000028 0.083555000000000032 6.7271511063500009 -0.083834999999999993 92.146902421150017 117.56358558635002 171.19957438235002 162.04221493815001 14.451165964200003 20.389142059250002 41.831907381600011 0.085625000000000021 197.00658341100004 188.27285108100003 86.692020874450009 8.7431769115000026 14.151141757350002 -0.11223 14.849677877150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 18 5 6 8 12 10 -6 -5 -9 13 -8 -11 -12 -16 -17 -1 26 -21 22 -22 24 -24 -25 29 -28 -29 -20
right_child=1 2 -4 4 9 -7 7 11 -10 14 15 -13 -14 -15 16 17 -18 -19 19 20 21 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.028078536378259009 -0.0024953344179846361 -0.00073962039452019101 0.0012034910406511128 -0.048013829450478634 -0.0031274661983710459 9.6658772273268726e-05 0.020518621735294514 -0.017601986665575504 -0.10003446534290227 0.0019770939275210531 -0.023699067779183517 -0.10009706429980003 0.099324519772451311 0.098209264982804009 -0.00023426828123569081 0.0048411760762863401 -0.002297362479654431 0.052773289141702387 -6.6194510429030082e-06 0.0027406087772950307 -0.0017913186196351649 0.002192243438373489 -0.00050205125226803436 -0.0019475759847824856 0.0020950909466533221 0.0001162983263589653 -5.4280080987396269e-05 -4.413487541062769e-05 0.0032501947773197985 -0.0018459498452844262
leaf_weight=0.0012168104286364159 0.51831388801915679 0.50753108452353479 0.50819271700136426 0.0012239670641723812 0.51990131063001843 1.0059189068244212 0.001874775218380976 0.0010496337419283472 0.0017864952129285072 0.51489704935715952 0.0011546504992416828 0.0010790686901600566 0.0084238242588980938 0.0023852421412978719 4.0384363227312834 0.0011198391833220356 0.51186896779896063 0.0016049866465827067 26.711040787364354 0.52826451947669184 0.51847229798204342 0.52982755612674726 1.0492264542881464 0.51470488742256737 1.0322377305874395 1.0095591276822231 1.5062273408028297 0.50025319711130578 0.52643898454334681 0.52647205045023682
leaf_count=142 129 34 44 237 104 126 70 45 96 18 168 6 20 18 563 49 58 129 2049 77 29 80 17 66 34 43 51 3 37 91
internal_value=-6.02194e-07 -0.000689124 0.000232568 2.4808e-05 -0.000275917 0.000881099 0.0372402 0.0663577 -0.0253588 -0.0004888 0.000781879 -0.0594199 0.0874666 0.0640187 -0.000217963 0.0161768 -0.000466348 0.0330743 8.17004e-05 8.26807e-05 0.00046917 0.000211346 -4.31355e-05 0.000208238 0.000785921 -0.000580619 1.54025e-05 0.000634522 0.00164504 -4.21717e-05
internal_weight=43.1007 1.53404 1.01572 41.5667 6.61273 1.02762 0.0217025 0.0148125 0.00688994 5.5851 0.00510344 0.0021287 0.0126838 0.00426002 5.0652 0.00387948 4.55031 0.00272483 34.9539 34.9527 5.18229 4.65403 4.1242 3.60573 2.08146 1.52426 29.7704 2.53292 1.02669 27.2375
internal_count=4633 207 78 4426 1707 964 838 159 679 743 583 51 108 88 639 346 621 178 2719 2577 346 269 189 160 51 109 2231 91 40 2140
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=8 8 5 10 22 22 22 13 6 6 8 13 15 16 20 15 20 2 10 2 21 22 13 6 19 22 21 10 18 5
split_gain=8.97818e-05 7.95607e-05 0.000166368 6.58681e-05 0.000602556 0.00347928 0.00292244 0.00217574 0.00278021 0.00206359 0.00131898 0.000776382 0.00127889 0.000601717 0.000592678 0.000356652 0.000263371 0.000253368 0.000246759 0.000732197 0.000242904 0.000388136 0.000337614 0.000584817 0.000111351 0.000354266 0.00124524 0.00030944 0.000844415 0.00029035
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 61.987779113750001 -0.16533 -0.16077499999999997 -0.27494999999999997 117.56896250265002 16.165377701450002 15.975373262050001 8.1436447804000007 108.34217419895002 22.654569872000003 14.544965987550002 41.362929270750008 23.116804452750003 44.701063782750005 173.47633273965002 61.966271448700006 258.06114663960005 11.007427546000001 -0.057599999999999998 117.69263157665002 16.425383776450001 14.351157895250003 -0.080234999999999987 8.1054293463000011 62.020040611300011 12.854871756700001 22.458857822500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 18 6 -6 7 8 11 10 15 12 13 -5 -14 16 -8 -11 20 -20 22 -22 23 -1 27 -26 -27 -7 -29 -28
right_child=-2 2 -4 4 5 24 9 -9 -10 17 -12 -13 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=0.00038762404931009614 -0.0012857104639579554 0.0015445723544865409 -0.0001081458902846626 -0.02097786062769029 -0.093853092834061305 -0.0024975998893317147 0.042563421008181376 0.099939377110227726 -0.10011998727657026 0.099990392092248581 -0.10003415656027513 0.062769592806983354 -0.10001729092453003 0.061065775902622965 -0.0034660848166681892 0.07281177867331072 -0.022979693214518523 0.062688724577903615 -0.0043341623999560187 0.00099285855922441948 0.0032297293343889846 -0.00012302501440161965 9.3967670513574436e-05 -0.0043564986243191314 -0.00019202760028808033 0.0054726342090960674 0.0010032287956901009 -0.050527895792712919 -1.2158892680762409e-05 -0.0010686830680534587
leaf_weight=0.51541994362318655 0.53672194429269993 1.022097765952821 1.5072724063835492 0.0015749109588783783 0.0039472686283507077 0.51437561898791528 0.0010980797263966668 0.001427154222824357 0.003892433861174994 0.0042055866529153718 0.0010430303438688782 0.0017012814538475141 0.0017433861126789907 0.0020673895211942295 0.0010007139649186314 0.001175789068710742 0.0013880412355562477 0.0032114297476368847 0.5273082108720144 0.50525672185858639 0.52543302286457128 1.0071011267551744 2.9264828120959585 0.52401625707376009 5.0769618440441633 0.55253442461024205 2.0282649621485693 0.0033094948267081694 24.282824228521708 1.0147473818523165
leaf_count=61 204 34 38 190 46 29 93 3 12 16 23 19 52 103 38 54 96 33 89 8 97 36 153 303 203 199 36 31 2311 23
internal_value=-4.28871e-07 1.57787e-05 0.000559704 -1.85873e-05 3.80468e-05 2.63354e-05 0.0153953 -0.0167761 -0.03068 0.050978 -0.000825961 0.00273996 -0.0132514 0.0255906 -0.0648072 0.0274317 0.00596965 0.0838395 -0.000309106 -0.00172753 -4.27364e-05 0.00102647 -0.000455907 -0.00200405 3.74061e-05 0.000345837 0.00110531 -7.04493e-05 -1.90427e-05 0.000312312
internal_weight=43.0996 42.5629 2.52937 40.0335 33.5025 33.477 0.0255292 0.0134073 0.0119801 0.012122 0.00470494 0.00808768 0.0063864 0.0036423 0.0027441 0.00366191 0.00248612 0.00741702 6.53102 1.03256 5.49845 1.53253 3.96592 1.03944 33.473 8.67251 3.59555 24.8005 24.2861 3.04301
internal_count=4633 4429 72 4357 3610 2878 732 417 414 315 266 402 383 293 90 243 189 49 747 97 650 133 517 364 2832 461 258 2371 2342 59
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=8 15 21 19 9 19 2 20 20 15 18 2 20 7 20 7 7 22 16 13 6 22 16 22 0 16 22 13 10 15
split_gain=7.26628e-05 7.42858e-05 0.000301211 9.738e-05 0.000317055 0.000247698 0.000591594 0.000284139 0.000130986 0.000144127 4.84219e-05 0.000284722 0.000300092 0.000100379 0.000846938 0.000501268 0.000120554 0.000487383 0.0042975 0.00262861 0.00206279 0.00121756 0.000948825 0.000614017 0.000553149 0.000498741 0.000417803 8.69347e-05 9.4186e-05 0.000261637
threshold=8.8430989333000021 46.435439118750004 15.294585115650001 14.451165964200003 201.16241229375001 14.551174033150001 116.68694986600001 41.32819714970001 40.679780036550007 41.54912092575001 12.880535946600002 45.979371440700014 32.724174661450007 22.812602664350003 33.361153777850006 22.626138143200006 23.109894804950002 -0.15022499999999997 22.604947139800004 109.47132661375001 13.825323026450002 -0.14510999999999999 15.614963485400002 -0.58835000000000004 98.51854819030001 9.7049773055000017 -0.085550000000000001 117.67650082785001 61.987779113750001 16.701926737050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 -5 -7 -8 -10 -1 -12 -13 15 -15 -14 26 18 19 20 22 -19 23 24 -18 -25 -16 28 -23 -30
right_child=-2 2 -4 4 -6 7 8 -9 9 -11 11 12 13 14 16 -17 17 21 -20 -21 -22 27 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00075233439822569559 -0.0011561974352190571 -0.0026089325321804902 0.000343870777994194 0.0038099111457165222 0.0027444118289966794 4.3252178827735631e-05 0.00086467362117552361 -0.0026528491399781247 -0.0019266113102923066 0.00045638169444068161 -0.047520377744179394 -0.043498353695144487 3.5233638510104259e-05 0.063820088731905325 4.343539514735011e-05 0.0033013572376909316 0.10000850529368042 0.080677722285618675 -0.100204983681773 0.070057304376545879 -0.10002458305091377 -0.0008037995358053723 -0.068592919687281192 0.043943486414118132 0.010100622196217537 -0.045851563146684093 -0.0032113110896108167 0.00090680023976956372 -0.027417423499761312 1.0028580337356349e-05
leaf_weight=0.87797642365412443 0.53713534316909672 0.52592131416193311 1.0068097351621075 0.53093339705082998 0.5374191342340281 1.566119665058068 1.013448361620249 0.52090842761026568 0.51072824959555851 0.5045315526417653 0.0012608224892493016 0.0015858534163005747 3.5309823904305988 0.0020754633275775749 1.5149875181801351 0.54203207666606967 0.0015183599243755452 0.001870512483764907 0.0045854303698433787 0.0049348924258083579 0.0024053954993545901 1.5176622325307096 0.0012957435568159426 0.0010577081248927533 0.0012457285244429905 0.0014897348760952722 0.53321239879890825 1.0096481277723786 0.0034784448183583496 26.287917206929627
leaf_count=532 204 170 19 48 109 46 20 69 25 16 8 192 436 26 36 76 7 33 9 37 44 20 139 170 90 192 52 11 406 1391
internal_value=-3.76153e-07 1.42111e-05 -0.000669316 3.97468e-05 0.00044485 0.00017889 0.000838162 -0.000629677 6.04257e-05 -0.000742387 -1.88442e-05 -4.26289e-07 1.28731e-06 3.2604e-06 -5.82679e-05 0.000469886 -6.25602e-05 -9.91046e-06 -0.0162214 0.0113892 -0.0207345 5.1429e-07 0.00813125 0.026848 0.0594885 -0.00856831 -0.00080388 -4.72216e-06 -3.78163e-05 6.39983e-06
internal_weight=43.0972 42.56 1.53273 41.0273 5.18409 4.64667 2.55964 2.08703 2.02871 1.01526 35.8432 34.9652 34.964 34.9624 30.8894 4.07301 30.8873 28.8391 0.018533 0.0139476 0.00901267 28.8206 0.00660728 0.00531153 0.00276409 0.00254744 2.0482 28.8187 27.8091 26.2914
internal_count=4633 4429 189 4240 333 224 109 115 61 41 3907 3375 3367 3175 2663 512 2637 2549 688 679 642 1861 598 459 97 362 88 1828 1817 1797
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=23 12 17 4 15 12 21 7 23 10 4 3 6 13 15 2 23 20 5 6 4 18 20 9 7 18 20 7 12 23
split_gain=7.21652e-05 0.000254577 0.0037945 0.00522383 0.00493348 0.00134127 0.000292372 0.000279539 0.000259131 0.000347554 0.000198083 0.00121333 0.00133777 0.000732675 0.000151601 0.000312999 0.000127089 0.000580897 0.00128163 0.0016618 0.000822196 0.000642371 0.000589833 0.000643746 0.000482598 0.00249732 0.00169002 0.000920563 0.000911457 0.000347539
threshold=0.10487000000000003 165.75658866060004 195.81403325600004 197.71977442185002 40.42701969085001 105.28371344000001 5.0655779142000013 25.393368574200004 0.11148000000000002 62.079186690200011 143.58239362595003 87.399085362750014 17.315404571650003 119.17397200655002 40.042228346200012 119.08834621750002 0.091885000000000022 34.214889417600013 13.252098438300001 8.0101871567500016 296.43037955425007 18.037292123150003 45.044778924400006 38.283670303850009 22.093462376800005 12.783127173500002 41.243661560350013 21.833224794850004 147.73915704645003 -0.17949499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 7 -3 9 -8 11 -1 -13 -14 15 -5 17 -12 19 22 -21 -22 -19 -24 26 -26 28 29 -20 -28
right_child=1 6 -4 14 -6 -7 8 -9 -10 -11 16 12 13 -15 -16 -17 -18 18 24 20 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.079796355448628176 -0.060228734565177015 0.0030838519652724009 0.00025987364494850794 -0.10012962883639898 0.051736149527421171 -0.015764633753279144 -0.0036411468086249713 -0.00022247126228043215 -9.4724644521060623e-05 5.2105829139848268e-05 0.051404824272999854 -0.091096543621421319 0.089154470699388477 -0.023103231405583808 -0.10032037908714027 -0.054529983362184314 0.00034950199173437745 -0.061099186519892004 -0.10010670381983307 0.082501787168888688 -0.047513257247177171 0.064775319364280867 -0.029611038404070956 0.055006045894076198 0.099387749426110727 -8.9776320029399156e-05 0.019669101131729327 0.099112434459111012 0.0030545263874144444 -0.035669404355471578
leaf_weight=0.0020789748159576451 0.010309696955480452 0.52227849652355862 0.51781969524777971 0.0029919858893863727 0.0094804016407579184 0.019838932135655796 0.5162850326687467 0.5010118984468267 6.0395655855981474 0.50309792901725792 0.0021924286230462489 0.0014407685521291569 0.0011323113958496833 0.0011949975016705139 0.0053506306576309726 0.0030294134426079311 10.598104041002239 0.0016414762781837289 0.0029765317984892931 0.005403489225399738 0.0010311517684276073 0.0010069961844059172 0.0018627940088453698 0.0017378598364885534 0.0025238936966215366 23.812965100458793 0.002484086935729643 0.001028037566555895 0.0012024348967827336 0.0020894666443306842
leaf_count=9 37 54 60 10 10 36 18 47 150 33 232 11 14 27 7 33 699 401 155 139 30 60 343 58 9 1423 186 8 52 282
internal_value=-3.46632e-07 -0.000258556 -0.00230337 -0.0283283 -0.0111841 -0.0309697 -0.000114644 0.00146505 -0.000343642 -0.00181841 6.45059e-05 0.0184688 -0.0153677 0.0315138 -0.088072 -0.0771881 6.13812e-05 -6.67025e-05 -7.14365e-05 0.0317077 0.0620875 0.00796562 -0.0114189 0.0112295 -8.83546e-05 -7.9234e-05 -0.022297 0.013607 -0.0704236 -0.00561276
internal_weight=43.0952 8.65106 0.568821 0.0510011 0.039629 0.0301486 8.08224 1.02329 7.05895 1.01938 34.4441 0.00584705 0.00376808 0.00232731 0.011372 0.0060214 34.4382 23.8401 23.838 0.0126838 0.00744164 0.00203815 0.00524213 0.00360065 23.8253 23.8155 0.00978056 0.00560159 0.00417897 0.00457355
internal_count=4633 495 193 133 83 73 302 101 201 51 4138 61 52 41 50 43 4077 3378 3146 1031 229 90 802 401 2115 1432 683 476 207 468
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=15 21 19 22 6 23 22 8 15 21 20 21 16 16 16 16 16 16 22 0 3 10 13 10 19 22 5 21 22 9
split_gain=5.88456e-05 0.000227794 7.0356e-05 0.000295789 0.000383613 0.000304983 0.000989583 0.000259305 0.000213811 0.000330182 0.000624699 0.000186139 0.00304989 0.0107063 0.00391623 0.00204903 0.00198455 0.00112655 0.000590605 0.000134628 0.000283683 0.000199183 0.000144249 0.000118046 0.000288818 0.000131577 0.000208198 0.000937743 0.000174368 0.000204944
threshold=46.435439118750004 15.294585115650001 14.351157895250003 -0.078549999999999995 16.405383309150004 0.10249000000000003 -0.051199999999999996 8.4434108459500017 40.957632625650007 12.377125061300001 42.546237522150008 14.202008575100001 22.674946976100003 22.604947139800004 22.514947350300002 16.024962526700005 15.344964116800002 14.744965519850002 -0.63026499999999996 86.208098410950015 93.883646373400012 61.993156030000002 117.53132408880002 61.917879202350001 14.251149826300002 -0.095074999999999993 20.872540794500004 6.4178488307500006 -0.080234999999999987 195.34352961910002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 -4 6 -5 -8 9 10 -7 18 13 14 15 16 17 -13 -1 20 -6 -21 -23 24 -20 -25 28 -28 29 -27
right_child=1 -3 3 5 19 8 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 23 21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.054372943038287824 -0.0022900773708862117 0.0002742387593157728 -0.0027920981941051658 0.0053859803465836961 0.0013289489465511226 0.0047063478889672987 0.0016976462552458543 -0.0014418171013112963 -0.00033689476865902441 -0.00023717048820055825 -0.00021746629205013292 0.005817989593194111 -5.838735346142723e-05 -0.10027800717627898 0.077664990178783547 -0.088275397165109779 0.087226151967193022 -0.10011690102995847 -0.00015789842807297695 -0.0015644014250757396 -0.0013748286985849341 -0.00043254856661334044 0.0010310529988367585 0.0003148657852508394 0.002752431579526397 0.00010387475734203533 -0.0046548193686067737 -0.00013495205444480858 1.6091411786360343e-05 -0.002720280103272318
leaf_weight=0.001999727817589724 0.52825872551679154 1.0063556764256132 0.54190992474258326 0.5413338130347255 1.531949674470525 0.52965159082987179 0.52500650805450078 0.52734721303511378 2.4146084698732011 1.0030701576470162 0.50178952405258315 0.0032286559284820937 0.4998074471950531 0.013210956763941795 0.0069232890346029299 0.0030645513399090163 0.0022451256284838905 0.001456816010431794 1.0025904704605633 1.0130452959656393 0.51969640721472377 2.0201647648447083 1.0100832212046951 6.5664898474650952 0.51673421946290421 0.50712089097582003 0.56096407985643582 2.5258554151695805 16.144662891767034 0.52088366676316378
leaf_count=60 187 20 110 126 39 37 54 82 35 14 10 188 2 16 9 159 12 7 375 12 96 59 20 1368 22 75 175 80 1007 177
internal_value=-3.61842e-07 -0.000608473 2.20945e-05 0.000218455 -0.000242413 0.000724628 0.00191164 0.000124423 0.000299438 0.00105465 0.00231094 -6.41249e-05 -0.00192101 -0.0328194 0.0198564 -0.0201856 0.0099221 -0.0271195 -2.94115e-05 -1.57163e-05 0.000644063 -0.000350501 5.53189e-05 -2.55777e-05 0.000831928 -7.41436e-05 -0.000200229 -0.000956342 -6.43163e-05 -0.00132711
internal_weight=43.0915 1.53461 41.5569 12.6797 6.63685 6.04281 1.59369 1.05235 4.44912 2.03451 1.03144 28.8772 0.529937 0.0301294 0.0169184 0.00999515 0.0069306 0.00468547 28.3473 6.09494 2.05165 4.04329 3.03025 28.3453 1.51932 26.826 20.2595 3.08682 17.1727 1.028
internal_count=4633 207 4426 694 336 358 262 136 96 61 47 3732 393 391 375 366 207 195 3339 226 135 91 79 3279 397 2882 1514 255 1259 252
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=8 5 14 15 22 6 2 23 6 0 15 21 19 17 15 6 15 8 0 18 12 17 5 0 15 14 6 3 23 23
split_gain=9.0818e-05 6.29069e-05 0.000279668 0.000164909 0.0042699 0.00598767 0.00317395 0.00185089 0.00284314 0.001821 0.00197354 0.00116152 0.00109076 0.000711481 0.000466249 0.000462619 0.00017708 0.000127638 0.000126912 9.78979e-05 8.25779e-05 0.000881794 0.000176995 0.000148744 0.000679558 0.00082517 0.000214655 0.000158772 0.000168671 0.000143454
threshold=8.8430989333000021 17.352342178450005 144.12207640715005 31.264641197600003 -0.095854999999999996 16.445384243750002 121.36426933400001 0.083555000000000032 16.305380972600002 90.490812212800009 28.826925781250004 6.7271511063500009 13.551093343600002 200.30016490490002 25.585355160750002 14.815346158200002 32.355961258350007 8.7431769115000026 96.631250582750013 14.668863553700001 108.01934997995001 180.19381692845005 20.389142059250002 86.345209775600011 41.29990759910001 184.49922722625004 16.395383075500003 93.499196860750018 0.25799500000000009 0.10385500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 4 5 6 7 8 11 14 -11 -4 -7 -9 -8 19 -5 20 -1 -6 22 -22 -18 24 25 -23 -26 -28 29 -29
right_child=-2 2 3 16 15 12 9 13 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.001725302740893995 -0.001293789988025 -0.029635167043155976 -0.10007338786009048 -0.0018146608123949587 8.8689783013559689e-05 0.0021741176559070701 0.015823493765045542 0.099295402191490745 0.10001488907053691 0.033469621249917599 -0.10005269780099449 0.019527970407898831 -0.10018409514219528 0.052163439574404481 0.096965471321780419 0.0029980936813672008 0.0022052342455552341 0.00094387516612980419 -0.00011958872923820005 -0.0015166254354349734 -0.089808063144955042 9.1643547096031025e-05 0.00012640909013850014 0.00011165211794716273 -0.0020057619594489764 -0.0054546313333449503 0.0017972573881625308 0.00015505776563040348 0.0017101697765943532 -0.0010121375705547603
leaf_weight=0.51889374438380365 0.53614994824596252 0.0031661866234448102 0.0016247938923546748 0.51681447600367647 1.5081433163723335 0.0015205521023933235 0.0013623601155506307 0.012629066762435553 0.0025999611389124766 0.0019056014362510698 0.0026413715449109532 0.0016231936198778385 0.0033016200536959417 0.0042910589727398465 0.0014747004688615561 0.53258803077838868 0.51385578397640275 1.5234190381874828 9.5782230078097577 0.50779347604986957 0.0010944798332869201 0.52384247100781312 2.0180330323710223 17.726383756798647 0.50821802888441414 0.54978697561409717 0.52420660309508083 3.4356224448328732 0.50827195794408897 1.5183519787915569
leaf_count=231 204 29 24 130 70 219 84 72 7 90 20 16 94 30 11 237 39 52 1785 62 12 31 53 676 42 61 23 174 8 47
internal_value=-4.16533e-07 1.58799e-05 8.3699e-05 8.65986e-05 0.000853085 0.0355567 0.0521036 0.0705803 0.0220819 -0.00486784 -0.0440945 -0.0403022 -0.067908 0.0873424 0.058001 0.000376835 2.02994e-05 5.26094e-05 -0.000202107 -0.000315672 3.81731e-06 -5.06821e-05 0.000548314 -4.67984e-05 -0.000417919 -0.00274851 -3.26514e-05 0.000134855 -2.46839e-05 -0.000202678
internal_weight=43.0878 42.5517 32.4546 32.4514 2.5835 0.0349743 0.0301521 0.0227681 0.00584795 0.00738403 0.00454697 0.00324799 0.00482217 0.0169201 0.00283706 2.54852 29.8679 29.3511 10.0971 2.01594 27.8277 25.2958 2.53189 25.2947 7.5683 1.07363 6.49467 5.98645 5.46225 4.95397
internal_count=4633 4429 2413 2384 1036 667 354 149 47 205 110 40 313 102 95 369 1348 1218 2016 132 1166 1074 92 1062 386 92 294 252 229 221
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=23 23 10 2 15 3 10 23 20 20 16 14 4 5 20 23 20 17 15 22 21 15 18 14 15 0 10 20 20 21
split_gain=7.35417e-05 0.000318128 0.000199627 0.000317281 0.000145306 0.000208739 0.000521896 0.000125284 0.000526371 0.000373409 0.00170384 0.000237841 0.000871403 0.000137858 0.000171769 0.000134926 0.000344423 0.000246269 0.00124756 0.000390481 0.000109065 9.92948e-05 0.00416137 0.00148701 0.00184447 0.00152143 0.00104874 0.00202628 0.000505709 0.00062201
threshold=0.10487000000000003 0.10646500000000002 70.128430332750014 147.79312796670004 39.324897478350003 93.668569722950011 61.966271448700006 0.096480000000000024 41.404176814550006 34.424709467050008 19.134955254150004 129.42733769190002 141.79569928155004 22.958759589950002 40.890797847750008 0.094780000000000017 34.969856643350006 168.62011096010002 25.716185026400002 -0.22573999999999997 3.0344668838000004 20.734744936600006 16.060787203800004 234.81814181430005 20.152484759300005 99.647700605050019 61.076391807500009 40.767054867700004 39.198779702000003 8.1054293463000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 6 -6 9 13 10 -1 -11 -13 14 20 16 -14 18 19 -18 -9 22 -19 -24 25 -25 27 -23 -27 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 11 -12 12 15 -15 -16 -17 17 21 -20 -21 -22 26 23 24 -26 28 -28 -29 29 -31
leaf_value=-0.056860897470730976 -0.0026842821313549764 0.0023160353483245954 -0.002008985500876814 0.00029381257070766663 0.00048200707555723029 -0.00012014038665325085 -0.0040086546419734132 -0.00015200188197028302 0.0034371428192820465 -0.034187678950563738 0.09074294019937218 0.080084440217999209 -0.049723460573896733 0.001260689283934245 -0.0018174786475109517 -0.0016184224815898249 -0.018666984554538604 -0.00025720802066097579 0.059971561716937717 -0.10002519817843325 0.0014747680929322511 -0.10006860274445138 0.08374526382994095 -0.081038892436253632 0.094234037083006733 0.08181529972050644 2.7462975192603054e-06 0.033097758943273894 -0.051451342019939686 0.034429484181209412
leaf_weight=0.0012754581884512053 0.50979949726429907 0.55777488360054306 0.5178833519017968 3.5183348869001065 0.50754663298721447 2.5072275394827557 0.52805690450804832 2.0577037230377702 0.55604096896781463 0.0020362894636168907 0.0020215921093580391 0.0013582852582157958 0.0013922015775048582 0.8742660625322286 0.52087670297862576 0.5151145912388192 0.0010007188422887225 0.5034748315695512 0.0011435094192253636 0.0014370990518014206 0.51534370282826936 0.0028628130257964948 0.0073874915986571433 0.0018408021722251533 0.002705286766001791 0.0011982844232534297 28.86261252428897 0.0019016480025928484 0.0012265881982272964 0.0026991594018925813
leaf_count=217 45 102 217 48 7 37 39 86 134 23 58 16 33 37 34 77 187 282 83 326 83 20 88 22 13 68 1760 81 220 190
internal_value=-2.53274e-07 -0.00026099 -0.000109163 1.99741e-05 -0.000161396 -0.000613457 -0.00180779 6.52103e-05 0.000555658 -8.96394e-06 0.0336427 -1.26733e-05 -1.03466e-05 0.000151891 -0.000161428 -1.39841e-05 1.41339e-05 1.64899e-05 -0.0262049 -0.0666278 0.000173816 1.96853e-05 0.00138854 0.0499648 0.0241582 -0.00306074 -4.99776e-06 -0.0469177 0.0249528 0.00759627
internal_weight=43.0855 8.64662 8.13682 7.61894 7.06117 3.54283 1.0356 34.4389 4.52423 29.9147 0.00329705 29.9114 29.9094 3.96819 3.09392 29.908 29.3929 29.3915 0.00358133 0.00243782 2.57305 29.3879 0.520532 0.0170576 0.00967012 0.00696483 28.8674 0.00476446 0.00512403 0.00392575
internal_count=4633 495 450 233 131 83 46 4138 374 3764 275 3489 3466 240 203 3450 3373 3340 596 513 169 2744 883 601 513 500 1861 101 478 410
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=8 19 23 2 20 9 7 20 23 23 17 12 3 14 15 7 13 10 16 17 6 6 16 0 22 22 23 15 21 12
split_gain=6.88654e-05 7.41714e-05 0.000262337 0.000201641 0.00033208 0.000221358 0.000167413 0.000585429 8.15445e-05 7.8161e-05 0.000241241 0.000147061 0.000671729 0.000370209 0.000196881 9.75255e-05 9.05495e-05 8.61573e-05 0.000223958 6.81695e-05 6.40005e-05 0.000426767 0.000618548 0.000177736 0.00273979 0.00462588 0.00514193 0.00335752 0.00306198 0.00140445
threshold=8.8430989333000021 14.451165964200003 0.13026500000000005 219.56639384385002 42.081757894750005 189.68479361675003 23.156313609200001 41.641174900500005 -0.55393499999999996 0.10249000000000003 162.43086425485004 165.75658866060004 93.776108048150022 257.44842272185008 41.831907381600011 23.209106085000005 117.64961624655002 61.987779113750001 22.654947022900004 196.70927211395002 16.245379570700006 16.395383075500003 22.604947139800004 95.988709089550014 -0.091639999999999985 -0.10040499999999999 0.09117500000000002 28.579157549250002 0.22610259290000004 105.28371344000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 7 -7 -1 10 -10 12 -11 -13 15 -15 17 18 -12 -8 23 22 -22 24 25 26 27 29 -29 -19
right_child=-2 2 -4 -5 -6 6 19 -9 9 11 16 13 -14 14 -16 -17 -18 20 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.022884066229101534 -0.0011263096295097538 0.002148015514780987 0.0024879656965163754 0.0019801301267046972 -0.0024565319798725508 -0.0032711966761730556 -3.5321914679856931e-05 0.0013825084181821182 -0.044684729240967475 -0.0039426755114891779 -0.0024222931362834869 0.0024527230717780058 0.00050941958233730251 0.0012363448152271196 -0.0016004400078079998 -0.00022596634948335027 0.0013189185937808954 -0.064327005938735082 0.00014986620489070975 0.0010244427608763064 0.0045773723537102995 4.198512296866021e-05 -0.00032402758923519515 5.9239439930975987e-05 -0.00049284785138281118 -0.089635001054215471 0.073611768917238238 0.072957472751033342 -0.088460456514884822 0.066044513447648417
leaf_weight=0.001551929181949129 0.53625412655386995 0.52218605758389358 0.52128517048186029 0.53127265639428589 0.5205480114562987 0.57755957020708615 1.5050650892480919 0.5081530359457247 0.0012060991282564206 0.55786688889249425 0.51121270228036642 0.51682254722800269 0.8633919811263695 0.50739435005413991 1.0226683737319602 4.5094298385159464 0.54282038762854057 0.001081819123951889 1.0020084295442757 1.0172010017085993 0.52610527852971134 10.079658970816334 0.50425411438222767 13.584141831857602 2.083987969508927 0.0092703625580270455 0.0059778496294029529 0.0013505206340163065 0.0090507659837002485 0.0034984745270393303
leaf_count=72 204 57 24 159 89 37 14 7 361 144 307 28 19 17 34 177 123 35 10 38 46 253 26 1545 409 40 51 11 137 159
internal_value=-1.6162e-07 1.40318e-05 0.000349618 0.00013451 -7.63242e-05 0.000223667 -5.48459e-05 -0.00109309 -3.79143e-05 -3.88798e-05 3.76907e-05 -0.000315938 -0.0012381 -0.000116035 -0.000335853 -7.80703e-05 3.95594e-05 1.50388e-05 -0.000719088 0.000392069 5.64772e-05 0.000240142 0.00217865 -7.35058e-05 -0.000926412 -0.0308156 -0.00479972 -0.0360869 -0.0675017 0.0352521
internal_weight=43.0843 42.548 5.70327 5.18199 4.65071 4.13016 3.60798 1.08571 36.8448 36.8432 28.8656 7.97757 1.42126 6.55632 6.03949 5.01682 28.8644 28.3216 1.51322 2.52227 26.8084 11.11 1.03036 15.6984 2.11422 0.0302298 0.0209594 0.0149816 0.0104013 0.00458029
internal_count=4633 4429 425 401 242 153 96 44 4004 3932 3513 419 163 256 228 194 3152 3029 317 52 2712 325 72 2387 842 433 393 342 148 194
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=23 23 4 0 8 10 2 17 15 0 13 23 20 15 0 20 9 4 7 20 15 23 23 10 18 23 21 21 22 20
split_gain=5.83537e-05 0.000255342 0.000187757 0.000987271 0.00105717 0.000155812 0.000241927 0.000429689 0.000134614 0.000201752 0.000520608 0.000129168 0.000416971 0.000195096 0.00106912 0.000505089 0.000188075 0.00232852 0.00117459 0.00045616 0.00051177 0.000215976 0.00058753 0.00033458 0.00051494 0.0004891 0.000191299 0.000146989 0.00258677 0.00720235
threshold=0.10487000000000003 0.10646500000000002 143.58239362595003 92.168410086200012 9.3427090425500019 70.128430332750014 166.17270395525003 188.27285108100003 39.324897478350003 85.882794977150013 117.64961624655002 0.091885000000000022 34.214889417600013 38.86986296220001 85.990333302400003 41.184662530950007 179.11733629770001 208.25848595475003 21.833224794850004 40.722669576350008 30.632308446700005 -0.17949499999999999 -0.23921499999999998 80.677940036650014 16.321136347000003 0.080375000000000016 11.668114288100002 2.0976681454000006 -0.047144999999999999 42.670715716450012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -3 -8 -10 -11 12 -4 15 -15 -13 17 -14 -18 -19 21 22 26 25 -25 -23 -21 28 29 -20
right_child=1 5 11 -5 -6 -7 8 -9 9 10 -12 13 16 14 -16 -17 18 19 27 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.059903184773008857 -0.0024015812203695449 -0.00064823768148850307 0.045928836199403883 0.076578913681501937 0.051209883329598985 -0.0017735780191757079 0.00021249392973156031 0.0033690082778057026 -0.00011146380805056125 -0.004029378775434197 0.00045668454730320618 0.00028522487664604275 -0.090749185286418357 0.00018936636622747554 0.0049372770645979176 -0.0029100463915079206 -0.10002431082652669 -0.046105782423456865 -0.048067548776216065 -0.033386357693170186 0.082744030508014876 -0.073105754433265543 0.074577085120757614 0.070804860367685685 -0.019187215573026592 0.014933289203815212 0.021923385870191714 -1.199841040730588e-05 -0.00024653889189684943 0.056912966386686407
leaf_weight=0.0020205724357599255 0.51064302932363048 0.51838917006028828 0.0019701610589945009 0.0019074287665716838 0.001486027802229728 0.51856903419004918 3.510614588788826 0.54742168835116445 2.0069932441764355 0.52771042532731349 0.50744701657094993 6.5602470756121116 0.0029499971665713437 2.935106552500891 0.5656676533292283 0.53506143878066659 0.0011756250778159885 0.0013367972166665821 0.031456392398395872 0.0011772179638711577 0.0010330614587342754 0.0013200199909330608 0.0015317831968104682 0.0011294711876450592 0.0014548604725481695 0.0012089617785893125 0.0013338779213400986 22.743414801961588 1.0314749465749526 0.0082489091035675144
leaf_count=29 45 58 232 9 23 217 36 63 31 38 7 318 339 80 95 206 23 196 202 101 25 250 41 42 273 90 75 1252 153 84
internal_value=-2.13708e-07 -0.000232449 5.81106e-05 0.0186791 -0.0128157 -9.6326e-05 1.78385e-05 0.0014151 -0.000209427 -0.00069632 -0.00183025 5.51823e-05 -7.39724e-05 0.000345671 0.000956551 4.42676e-05 -7.77757e-05 -0.0114726 -7.08495e-05 0.00881756 0.0160233 0.00849546 0.0257678 -0.00516103 0.0201434 -0.0310193 -0.00400618 -6.59153e-05 -0.00121068 -0.0262575
internal_weight=43.0815 8.64779 34.4337 0.00541403 0.0035066 8.13715 7.61858 1.06581 6.55277 3.04215 1.03516 34.4283 23.8322 10.5961 3.50077 7.09531 23.8302 0.014476 23.8158 0.0115261 0.0101893 0.00915619 0.00404288 0.00511331 0.00258433 0.00252898 0.0025111 23.8146 1.07118 0.0397053
internal_count=4633 495 4138 61 52 450 233 121 112 76 45 4077 3378 699 175 524 3146 1432 1714 1093 897 872 217 655 315 340 176 1691 439 286
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=8 12 19 22 17 16 21 2 15 21 20 20 16 16 15 5 2 21 22 20 9 7 6 6 23 7 22 13 3 6
split_gain=5.81667e-05 8.11464e-05 7.32185e-05 0.000259747 0.000652927 0.000419672 0.000290024 0.000232069 0.000201266 0.000209892 0.000427065 0.000226278 0.00013751 0.00028587 0.000927536 0.000157481 0.000166774 0.000156595 0.00384672 0.00304903 0.00285126 0.00170327 0.00130992 0.00117048 0.00228415 0.000816628 0.000415323 0.00104455 0.00199157 0.00090228
threshold=8.8430989333000021 66.834523482800009 14.351157895250003 -0.066979999999999998 191.20566072810004 22.604947139800004 15.109659503850002 212.16877499140003 36.370482311550013 5.2921303083500009 40.574766824850009 41.11191809080001 22.594947163200004 22.624947093000003 36.136500007950012 22.665750084250003 83.777728670400009 11.534227923400001 -0.053874999999999999 42.620627117000005 205.73475031020004 25.070284486400002 13.775321858200002 14.845346859150002 0.088145000000000015 22.398098708400003 -0.16533 108.34217419895002 93.077108934250006 13.775321858200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 6 -5 -6 8 -7 -4 10 -10 -11 17 14 -14 16 -15 26 19 20 23 25 -22 24 -19 -21 27 29 -29 -3
right_child=-2 2 3 4 5 7 -8 -9 9 11 -12 -13 13 15 -16 -17 -18 18 -20 21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.021517752472057811 -0.0010350533551325314 0.014111725763718365 0.0016882373204504715 0.0039941807105408605 0.0028881185280853956 0.00028860018825183981 0.0022433897149835929 -0.0020869654699511762 -0.00029642301563866558 -0.001428050924041387 -0.0036398777263786722 0.00018294817355186737 0.00012099261680410827 0.00017357990833818439 -0.0050391216580246215 0.00056610275168663099 -0.0013118546241580556 0.08829028213240625 -8.6606229565426365e-05 -0.0054829668557667124 0.043018950590835964 0.049630884815497704 -0.10002910624527642 0.10006596065194782 -0.049418603658528508 -0.1000586264290203 -1.2722104498476351e-05 0.075148286344871265 -0.042504105588120684 -0.06038553497451965
leaf_weight=0.0017545922524452298 0.53638699331245376 0.005133665415021027 0.53979389475784678 0.58213201540161152 0.53548503549409465 2.0361497115403613 0.517778493996503 0.51530143918080273 1.3598859082021286 1.0188833665815762 0.53129077009094761 6.0425784638440909 1.000946591811952 1.5027422251732789 0.53428873149018574 2.0244053420421224 1.5206659816321915 0.0035660517484643614 0.51158811523887371 0.0015496070153913069 0.0011772965512282232 0.0021924468110390283 0.0014030374952866964 0.009563311206875369 0.0018188162974958066 0.0022223255311812906 21.728307571196485 0.0053624505197866768 0.0019663657268527146 0.0023792610909434408
leaf_count=20 204 400 127 47 64 55 37 45 43 28 161 117 5 10 58 64 47 38 163 124 31 146 19 8 37 110 2006 43 241 135
internal_value=-2.03673e-07 1.2844e-05 1.19571e-05 0.000202519 0.000922278 0.000342981 -6.12969e-05 -0.000191179 -0.000187009 -0.000300076 -0.0012357 -4.94995e-05 -7.83627e-05 -0.000479909 -0.00167482 -0.000116491 -0.00057354 4.02912e-05 0.00173035 0.0412968 0.0623115 -0.0204625 -0.0347624 0.0790682 0.0417771 -0.0612045 -1.29961e-06 0.0167212 0.0435814 -0.00948074
internal_weight=43.0787 42.5423 42.5406 13.6793 3.66907 3.08694 10.0102 2.55145 9.49243 8.95264 1.89118 7.06146 28.8613 6.58305 1.53524 5.04781 3.02341 22.2782 0.535081 0.0234929 0.0175285 0.00596438 0.00258033 0.0149482 0.00538487 0.00377193 21.7431 0.0148417 0.00732882 0.00751293
internal_count=4633 4429 4409 724 211 164 513 100 476 349 204 145 3685 184 63 121 57 3501 676 513 133 380 50 83 75 234 2825 819 284 535
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=15 7 20 20 0 20 20 20 20 20 20 20 15 15 22 22 2 20 21 22 17 6 21 5 15 9 4 2 20 15
split_gain=6.38484e-05 0.000225461 0.000123053 8.77589e-05 0.000139238 0.00476477 0.00204472 0.000613047 0.000580351 0.000529224 0.000164947 0.000341208 0.000108014 0.000321882 0.000165492 0.00078554 9.9237e-05 0.000498803 0.00102489 0.0157433 0.00385589 0.00377789 0.00256119 0.00216578 0.00112672 0.000508112 0.000319944 0.000269516 0.000178035 0.000699799
threshold=46.435439118750004 23.543468673550006 42.206017975500011 42.580420142950011 86.103248543850015 44.952171034750002 43.847983878700006 42.720329370750001 44.461493122800007 43.477771593600004 43.067541470150012 42.876019054300009 38.992510055900006 41.831907381600011 -0.095854999999999996 -0.031989999999999998 189.32640726775003 41.559097512700014 13.687513146100002 -0.064729999999999996 190.19286262750003 14.935348962050002 5.1185473364500007 20.315138807500002 29.583625105200003 202.05151640955003 284.07887079910006 185.00267682035005 41.362929270750008 39.558912554250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 16 5 6 7 -5 -8 10 11 -9 14 -14 -6 -16 27 18 19 -18 22 23 -21 24 25 -22 -19 28 -1 -30
right_child=1 2 -4 4 12 -7 8 9 -10 -11 -12 -13 13 -15 15 -17 17 26 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.670461926645134e-05 -0.0023302951760701589 -0.00086984663382036378 0.0013317097623542825 -0.026533900089649582 0.0007043449193691897 0.00011625512441647051 0.033914778446206245 -0.10007055701478317 -0.043893376415319339 -0.040646241342959369 -0.098462057717442292 -0.048963787358711895 0.0025780279335445504 -0.00049005903969071951 -0.0042856265214404905 -0.00011651498605096334 0.00064651263629742937 0.00016853031966971056 0.00034888851735624714 0.059837225770603124 0.045670898112692829 0.094397760508652784 -0.10012260676983074 -0.075079720372079883 0.10001779062452272 -0.049711430439547177 -0.0028732804610878114 -0.0022289289826914398 0.00021877930013502621 0.0039698452896963212
leaf_weight=22.680769453129948 0.51847410816092931 0.50697396183629428 0.50855696301311326 0.0035828388801809599 1.0174360746878375 0.50270537185083963 0.0033023409316474952 0.0024425987057732357 0.0013506834885892438 0.0036924213377911306 0.004744973463336466 0.0028083076753233627 0.51801775096373592 1.0060556013692119 0.53181751280106837 3.0089904718972518 0.51966445059260269 1.0019081337890154 2.015237680620598 0.0018801287180278117 0.001143311382724276 0.02754139747867157 0.002140622946141979 0.0020618706669210951 0.0021885896994717768 0.0010918748134153555 0.52802502363559956 0.52150921277289697 7.0956459823483717 0.53484033144763987
leaf_count=1436 129 34 44 18 696 191 51 19 21 36 71 23 30 34 228 289 348 15 56 28 51 55 20 48 8 34 226 53 296 45
internal_value=-3.43236e-08 -0.000633594 0.000232647 2.33606e-05 -0.00031086 -0.00187396 -0.0475081 -0.0633593 0.0113286 -0.0729981 -0.0849487 -0.0727375 -0.000176035 0.000552754 -0.000419709 -0.000742702 8.65675e-05 0.000548591 0.00139883 0.00519268 0.0672852 0.0782283 -0.0253244 0.00956429 0.0490159 -0.000922787 -0.000881288 2.50865e-05 6.38672e-05 0.000481701
internal_weight=43.0766 1.53401 1.01553 41.5426 6.60695 0.52463 0.0219242 0.0172711 0.00465302 0.0136883 0.00999588 0.00525091 6.08232 1.52407 4.55824 3.54081 34.9356 4.10288 2.57295 0.557712 0.0380478 0.034027 0.00402075 0.00648565 0.00442378 0.00223519 1.52993 30.8328 30.3113 7.63049
internal_count=4633 207 78 4426 1707 430 239 167 72 149 113 42 1277 64 1213 517 2719 889 648 592 244 196 48 141 93 85 241 1830 1777 341
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=13 21 15 18 18 7 7 3 20 19 13 22 5 22 17 22 10 21 16 5 6 20 15 3 22 20 22 2 6 6
split_gain=5.24022e-05 7.79668e-05 0.000145633 0.00259399 0.00499967 0.00272744 0.00138275 0.000416575 0.000350572 0.000158557 9.55007e-05 0.000751814 0.00144306 0.000941141 0.00107199 0.000420418 0.000132788 0.000566599 0.000241913 0.000175539 0.000322292 0.00016006 0.000168792 0.000106971 0.000559193 0.000253201 0.000266876 0.000161284 7.67722e-05 0.00033546
threshold=117.76521994615001 15.833449912500003 46.055224235250002 12.722397935550001 12.854871756700001 22.093462376800005 21.115414688150004 100.48918799990001 42.206017975500011 14.651182102100002 117.69263157665002 -0.54488499999999995 19.221712148250003 -0.58835000000000004 197.02652249450003 -0.60414999999999985 61.987779113750001 4.8172533029000011 22.654947022900004 22.887221773600004 14.745344522600002 41.319407281650008 41.29990759910001 93.216908757050007 -0.053874999999999999 42.371983470600007 -0.096559999999999993 147.79312796670004 16.245379570700006 16.405383309150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -4 10 11 12 13 14 15 -6 17 -13 23 20 -20 -19 -23 28 25 27 -27 -25 -18 -30
right_child=-2 -3 8 4 9 -7 -8 -9 -10 -11 -12 16 -14 -15 -16 -17 18 21 19 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.07940653557165514 -0.00076305182720869309 0.001215399243043553 -0.0030050185970599908 -0.064827809705104128 0.0097872931283269349 0.10005244666772926 -0.10003587019417165 0.00069941897971362169 0.00068303760240032087 0.0017740296841576406 0.00078135034689854688 -0.0036128400062510691 -0.10006200366955947 -0.076888337416718439 -0.066633095012813184 0.081135517602733229 -6.9118891081332932e-05 -0.00087073534747021816 0.00018454431330604696 0.00030488768274887702 0.0037198448670871936 -0.00043029816067724513 0.0013976800187431018 0.0021403621434237818 -0.003566581419715345 0.00033026808385229895 -0.0029089222264600269 0.00010101881452577939 0.0019762383603523482 6.5662380525970728e-05
leaf_weight=0.0010315501688600015 0.88120883383669379 0.53519602828092061 0.51886097994402536 0.011886295206429476 0.001606416849133447 0.005289645512572605 0.0011766024900925487 0.0019317505296373716 0.51214425592106849 0.51895332111939652 1.5619597334298294 0.52598410398938611 0.0021802928191760884 0.0013757862575883052 0.0011225683929324062 0.0016997218137362324 19.245841011571038 1.519552792364266 0.50268707728900996 1.5052166958403175 0.52947964078521181 1.0058098444891075 1.0147798291145589 0.52274826020244169 0.52036875882303935 0.50348349837994233 0.51403689601420388 1.5022736758923327 1.0371570929673897 8.0663078162951916
leaf_count=99 223 289 96 39 44 5 10 297 122 38 21 120 21 74 120 18 2382 23 13 19 50 28 13 54 53 31 41 24 67 199
internal_value=1.63352e-07 1.61036e-05 6.95377e-07 3.04815e-05 1.83063e-05 0.0524736 -0.00831892 0.028098 -0.001173 3.72889e-05 1.48048e-05 -1.62751e-05 -0.0306979 -0.00464327 0.0177998 0.0464682 -9.91438e-06 -0.000550373 5.38766e-05 0.00099365 0.00199808 -9.53603e-05 0.000487748 -2.08461e-05 -0.00053729 -1.9188e-05 -0.00130612 0.000627464 4.406e-05 0.000283334
internal_weight=43.0734 42.1921 41.6569 40.6259 40.6165 0.00942955 0.0041399 0.0029633 1.03101 40.6046 40.0857 38.5237 0.00798479 0.00580449 0.00442871 0.00330614 38.5157 4.06613 34.4496 2.53738 1.03217 3.54014 2.02059 31.9122 3.56291 3.04254 1.01752 2.02502 28.3493 9.10346
internal_count=4633 4410 4121 3903 3492 411 406 396 218 3453 3415 3394 277 256 182 62 3117 184 2933 82 63 64 41 2851 203 150 72 78 2648 266
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=8 14 22 20 22 15 22 18 17 18 8 14 17 7 3 7 18 22 6 9 17 17 20 5 21 5 8 22 23 17
split_gain=5.75395e-05 0.000134737 5.45849e-05 0.000205227 0.000180642 0.000147644 0.000347365 9.60114e-05 0.000289381 0.000265847 9.10159e-05 8.82477e-05 0.00399993 0.00347877 0.00212741 0.00229465 0.00207256 0.00179082 0.00129233 0.00107041 0.00100454 0.00313692 0.00108729 0.000589716 0.000490948 0.000468617 0.000250173 0.000186003 0.000481403 0.000180259
threshold=8.8430989333000021 144.12207640715005 0.0041150000000000015 33.036871954450007 0.055540000000000013 46.055224235250002 -0.086139999999999994 13.758874730250001 192.92322630085002 15.064837217800003 8.2435668022500028 300.01056687215004 199.59317753375004 24.355397875400005 90.730084986350008 24.872345000050004 14.598777227650002 -0.085550000000000001 11.685273024550002 208.65287229730004 179.03071761140004 174.72950843050003 40.408647214050006 22.744024947450004 8.6710512402000024 23.286780469550006 8.0437227585500022 -0.022394999999999998 0.11296500000000002 195.44378352670003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 11 -7 8 -6 -9 -11 20 29 23 15 -15 -17 24 -19 -16 21 22 26 -14 -18 -24 -5 -22 -29 -13
right_child=-2 2 4 5 7 6 -8 9 -10 10 -12 12 13 14 19 16 17 18 -20 -21 27 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.019256130153775863 -0.0010293685889100671 -0.044776521619393793 0.0020322480216889366 0.032424479725314571 -0.00058171659820882864 0.00064062044626101377 -0.0030313961729742868 -0.0021621411069756295 0.0027025352647620372 5.8125241137713465e-05 0.0014452887037774409 0.0011488739765893377 0.051803657169199005 0.098060244568099919 -0.10005040908691648 -0.076475299864364604 -0.087736781343974751 -0.019528578750304386 0.083357519201614078 -0.0027768845720511273 1.9252050631460296e-05 -0.095799120022418832 -0.05453140763408313 0.098846644646625764 0.0026951483898011385 0.02311529370233923 0.097922925127831614 -0.0034332291126291936 0.00087269665253443453 -0.0014988329787453494
leaf_weight=0.0036284230453266222 0.53609362655409043 0.0010256159814677748 0.52489114934530157 0.0010394668746627617 0.55491885127957619 0.50803580401921877 0.52264559513110487 0.53079424831236455 0.51939872822731559 6.5165414053355883 0.51002077487813213 0.5172192841614045 0.0043331618382147219 0.0036435344289600389 0.002160771940907579 0.0023636142577743166 0.0012551880905731236 0.0016460974109061824 0.0047256598566036701 0.0023743041501802509 30.234431974301721 0.0043208870642661434 0.0017721846180714512 0.0069206890937740795 0.0011506828573841776 0.0013845071468687742 0.0013283727920401223 0.53442916763907067 0.50497453751449939 0.5113431990784818
leaf_count=36 204 185 249 138 79 117 92 157 24 367 31 399 42 23 31 12 160 71 41 9 1361 121 247 14 95 115 10 67 9 127
internal_value=1.70499e-07 1.31465e-05 1.47904e-05 -4.45489e-05 0.000231074 -4.31742e-05 -0.00122141 0.000121545 0.00100612 -4.20111e-06 0.000158812 -5.62677e-06 0.000892104 0.0365365 0.0107918 0.0291703 0.00664112 0.0290225 0.0567776 -0.0491236 -3.60202e-05 -0.0319734 0.0179465 0.0807333 -0.0444849 -0.020476 0.0691695 -2.59659e-05 -0.00134128 -0.000167416
internal_weight=43.0708 42.5347 42.5311 33.3745 9.15657 33.3735 1.03068 8.63167 1.07432 7.55736 7.02656 32.3428 1.05914 0.0305737 0.0193199 0.0147848 0.0111412 0.00877763 0.00637176 0.00453508 31.2837 0.00984542 0.00552453 0.0112539 0.00240587 0.00315669 0.00236784 31.2738 1.0394 1.02856
internal_count=4633 4429 4393 3486 907 3301 209 658 103 555 398 3092 1024 498 442 402 379 367 112 40 2068 631 510 56 255 362 148 1437 76 526
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=7 18 20 20 6 8 9 15 17 20 17 12 17 18 7 18 9 23 23 15 7 16 6 20 16 17 17 7 20 13
split_gain=4.82281e-05 0.000818827 0.010502 0.00520873 0.00388989 0.00311282 0.00273253 0.00128452 0.00105115 0.000237386 0.00145385 0.000186442 0.000509241 0.000814987 0.000361635 0.000202231 0.000204673 0.000197307 0.00017742 0.000142234 0.000129975 0.000141571 0.000102997 0.000221212 0.000102773 9.74294e-05 0.000113841 8.04929e-05 0.00029836 0.000711339
threshold=23.209106085000005 13.391483899700001 43.219899330700009 37.892416320650007 16.165377701450002 8.2435668022500028 189.34276022045003 40.42701969085001 190.78889055330004 33.361153777850006 199.89028782265004 175.541285848 188.13858192940003 13.304953393500002 22.958251375150002 13.055593598800002 194.45262321395003 0.10876000000000002 0.083395000000000011 11.870705757150002 23.322419822750003 22.674946976100003 16.455384477450004 42.498713093000006 22.534947303500005 186.34046889365004 185.31329674715002 23.365573965200003 34.823977857500005 106.57854566540001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 18 6 8 -7 -5 10 -2 12 15 -14 -13 16 25 24 -3 -11 22 27 23 -21 -16 26 -1 -22 29 -29
right_child=9 2 -4 5 -6 7 -8 -9 -10 19 -12 14 13 -15 17 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00020351515706287511 0.095063658965423681 -0.04704763029025924 -0.00010769950833906613 0.022329205181675062 0.082723687046532865 -0.098618160636486193 0.10003448186381131 -0.05138339733558716 -0.1000811178111507 -0.031673276051791342 -0.053894467688524877 -0.003021580922184997 0.004862599519515759 0.00015488127208861051 -0.00020830780424634451 -0.0020380284615933381 0.0018368782813368092 0.00057750332798099571 -0.10012914986065871 0.0029761611526270713 -0.0012817291582949792 0.0016397316644412162 0.00022608546458087833 2.7522856060512644e-05 -0.0022250295987289491 -0.0014758073334621221 0.0013866820654982333 -0.1000153596791758 -1.6104553790277836e-06 0.0073147852288928394
leaf_weight=3.8737529372265858 0.0014982390376249198 0.0012568888358085164 0.50421555389133854 0.001106331031849094 0.0043193446222069554 0.018855060126046652 0.0018111470781150274 0.0082879342646720033 0.0019170733023301523 0.0014123624442231577 0.0011644937323511632 0.52914567524837819 0.5792688690921749 1.0069786562744409 0.50002503325231396 0.5139042394895198 0.56624791604799174 1.510710113906313 0.0012618197369892725 0.51769404306362721 0.5023410123540718 0.51880706756435202 1.5132051989573936 0.50031650855502008 0.51084528386213179 0.51255635246707232 0.50938911934645137 0.0010008216581479648 28.353657990732401 0.0016122068263939582
leaf_count=443 98 27 233 36 13 50 3 12 19 417 77 336 132 20 4 110 92 16 13 26 12 80 36 18 38 32 12 50 2169 9
internal_value=2.4367e-07 -0.000178735 -0.00396619 -0.0540881 0.025129 -0.0710278 0.00289951 -0.0841953 -0.0552885 6.28098e-05 0.0299198 1.506e-05 0.000281278 0.00187405 -0.000644837 -0.000141514 3.69259e-05 -0.000146085 -0.0736403 6.03184e-05 6.1723e-05 2.48056e-06 0.000749294 0.00152701 -0.00122746 -0.000171261 -1.87096e-05 -2.69532e-05 -4.72442e-06 -0.033794
internal_weight=43.0686 11.1559 0.543031 0.0388156 0.00683805 0.0319775 0.00483455 0.027143 0.0030234 31.9127 0.00266273 10.6128 7.5621 1.58625 3.05073 5.97585 5.46195 2.52158 0.00251871 31.91 31.9086 29.3774 2.53122 1.01801 1.01087 4.8957 4.38314 28.8586 28.3563 0.00261303
internal_count=4633 1641 406 173 53 120 58 62 55 2992 175 1235 841 152 394 689 579 58 40 2817 2400 2320 80 44 42 487 455 2240 2228 59
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=8 20 23 17 20 22 15 2 18 4 5 14 17 2 22 7 23 18 22 7 20 7 19 7 22 2 3 6 16 16
split_gain=4.76007e-05 0.000190782 0.00109429 0.000211664 0.000194615 0.00120467 0.000501799 8.39429e-05 6.38308e-05 0.000209864 0.000477631 0.00179857 0.00057069 0.000629549 0.000598131 0.000438229 0.000766448 0.000580991 0.000423855 0.000134206 0.000125252 7.97882e-05 0.000398189 0.000131837 0.000308352 0.000357788 0.000280185 0.000135363 0.000284234 0.000236846
threshold=8.8430989333000021 33.036871954450007 0.088565000000000019 162.04221493815001 34.424709467050008 0.18839000000000003 31.028113015250003 45.979371440700014 12.880535946600002 143.58239362595003 13.153721664750002 184.93271450310002 238.05090660085003 173.47633273965002 -0.022394999999999998 26.296311413900003 0.080110000000000028 16.012058908900006 0.23643500000000003 22.343045670750005 41.542492784600007 22.721067571950005 14.351157895250003 23.109894804950002 -0.051199999999999996 118.20523333310003 93.345954747300013 16.525386113000007 22.544947280100004 22.674946976100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -6 19 -10 11 -11 14 -14 15 17 -17 -13 -16 -9 -19 22 -12 24 25 -23 -27 29 -29 -25
right_child=-2 3 -4 4 7 -7 -8 8 9 10 21 12 13 -15 18 16 -18 20 -20 -21 -22 23 -24 27 -26 26 -28 28 -30 -31
leaf_value=0.043881844786856611 -0.000936144571416152 -0.043492417386089541 -0.10002847601671493 0.019387400505301605 0.021790142613656801 -0.047216896466415664 0.1000065348892699 0.00012923608499428716 0.035488274670745758 0.093407749832711995 5.3926036461667871e-05 -0.021981116762394413 0.096799655931402953 -0.0067259514699298736 -0.10001490636259876 0.020129829636297569 -0.094775958992939877 0.084727709049833233 -0.012391522130782644 -0.001861962664797234 0.035709157249357873 0.0021684189068357073 0.002933408988893185 6.3836386638751224e-05 -0.0028012669140897221 -0.002779720738800835 -0.00016698885551990326 0.00064480589655951535 -0.0015183149018827692 0.0022259390014798285
leaf_weight=0.0010289131672967856 0.53634710938538788 0.0011182583727976638 0.0010861608625687626 0.001641141460224981 0.0017698342965307692 0.0017112821840896686 0.0014579439994122367 0.86810661606474215 0.0016694967016580567 0.0026100759822209095 3.5251810407933126 0.0014319115536486366 0.0011515851059513702 0.0011989686047289005 0.0011081409260486046 0.001371479881321358 0.0010065155987448136 0.0010651630419721281 0.0011000846944985154 0.55481826397808476 0.0010208617549238852 0.52535688918942547 0.55598521799316802 30.352467346773391 0.53864224018950579 0.51551231575402345 2.0138511463641926 1.0071721270796836 1.5306178006969728 0.51525733600510548
leaf_count=178 204 354 80 62 16 11 15 311 8 45 296 187 18 106 172 214 164 30 69 21 44 38 161 1548 67 24 64 14 56 56
internal_value=4.17698e-08 1.18487e-05 -0.0300209 1.33425e-05 1.44865e-05 0.0201274 0.0573141 1.22111e-05 1.13046e-05 3.41042e-05 3.26638e-05 0.0191499 0.000611074 0.0439934 -0.0119717 0.00465441 -0.0285054 0.0270693 -0.0563631 -0.00064716 0.0607389 2.65839e-05 0.000446204 -1.97023e-05 -0.000595252 -0.000206263 -0.000699493 4.22084e-05 -0.000659838 9.99271e-05
internal_weight=43.0639 42.5275 0.00211507 42.5254 42.5243 0.00481037 0.00309909 42.5195 42.5177 41.0948 41.0931 0.0130648 0.0104547 0.00235055 0.00810416 0.00589593 0.002378 0.00351794 0.00220823 1.42292 0.00208602 41.08 4.08117 36.9989 3.59336 3.05472 2.52936 33.4055 2.53779 30.8677
internal_count=4633 4429 258 4171 3817 88 77 3729 3713 3381 3373 1049 1004 124 880 639 378 261 241 332 74 2324 457 1867 193 126 88 1674 70 1604
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=3 0 9 7 18 20 20 23 15 20 20 20 17 2 7 23 0 2 21 18 7 6 23 18 20 2 8 23 22 6
split_gain=4.64496e-05 0.000172672 0.000131962 7.99649e-05 0.000630453 0.00932186 0.00445029 0.00235434 0.00651142 0.00136183 0.000315731 0.000213435 0.00123706 0.000213071 0.000439368 0.000277286 0.000409101 0.00071137 0.000288558 0.000151955 0.000119736 0.000254468 0.000444229 0.000123492 0.000790709 0.000286046 7.03365e-05 0.000205704 0.000156283 0.000376336
threshold=93.883646373400012 85.769879735700016 186.16747084260001 23.209106085000005 13.391483899700001 43.219899330700009 37.892416320650007 0.10131500000000003 39.558912554250007 37.041406607950009 41.489621506400006 33.361153777850006 199.89028782265004 82.092636011950006 22.626138143200006 0.092015000000000027 85.990333302400003 115.49410390990001 6.7697770556500005 12.947178517500001 23.445318439400001 16.455384477450004 0.089345000000000022 13.378437733750003 34.823977857500005 114.84516036250001 8.543332867800002 0.13026500000000005 -0.083834999999999993 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 13 6 9 8 10 -6 -8 12 -5 19 -15 18 -17 -18 -16 -3 21 22 -13 -22 25 -25 -26 28 29 -28
right_child=2 3 -4 11 5 -7 7 -9 -10 -11 -12 20 -14 14 15 16 17 -19 -20 -21 23 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0013096671433750382 -1.4776661588922588e-05 0.00032021822344256495 -0.0017431906356287078 0.093834732101444426 -0.018865771077916295 -0.00014311065239702294 -0.098042114706252542 -0.098783476911569551 0.067960454330773509 0.075648855019781622 -0.061867456148100235 0.00035765459883435027 -0.051202315043198027 -0.0031315050614129872 -0.0030264794627200969 -0.00031841938479867851 -0.0005675682040858634 0.0046459387222427739 -0.00029528524227556073 0.0023085397947568299 -0.0015614686446059317 4.4565995747437908e-06 0.003943705038564606 -0.10001936219656651 -5.7990332918386054e-05 -0.025071662119494978 0.0030957524316104529 0.0022620028357654477 -0.00034785154820182057 -0.00020269683617867761
leaf_weight=1.0208927840705531 1.8710005071873212 1.5091788578324634 0.57824663428393197 0.0013355369451074608 0.0034240671066872999 0.50393779507985648 0.0061131865374619565 0.014448187539642277 0.003928934653458783 0.0027479439642661418 0.0039858506620689127 1.0087404697340883 0.0010507483956323515 0.52250273064541364 0.51902206193841527 2.017265532322654 0.50822511047590502 0.53959092649012064 1.5188970881949684 0.51570542708395795 0.50835258592269639 3.0238614408008289 0.52534357469414761 0.0010115325256567767 21.760474045020807 0.0010255080647795234 0.52728084911256057 0.51214876506855933 2.5277747208413421 1.0055801996713853
leaf_count=34 705 35 279 97 34 222 49 25 7 10 19 96 77 97 30 31 11 44 48 53 7 52 34 25 2264 45 71 15 103 14
internal_value=8.04049e-08 2.5585e-05 -0.000422841 -7.52472e-06 -0.000285828 -0.00359276 -0.053766 -0.070451 -0.0412698 0.0232147 -0.0837648 6.50463e-05 0.0299709 -5.30204e-05 -0.000369642 -8.68509e-05 0.000514217 0.00211722 -0.000990872 0.000826612 6.27737e-05 0.000536658 0.00158569 -1.769e-05 1.21097e-05 -0.0622884 1.69291e-05 0.000373447 0.000135253 0.000931919
internal_weight=43.0631 40.6138 2.44925 39.593 8.18897 0.538586 0.0346482 0.0284762 0.014028 0.00617201 0.010099 31.404 0.00238629 7.65039 5.6255 5.103 3.06508 1.04782 2.03792 2.02488 31.4016 4.55795 1.53408 26.8436 26.3353 0.00203704 26.3333 4.57278 4.06064 1.53286
internal_count=4633 3649 984 3615 715 366 144 100 75 44 68 2900 174 349 261 164 86 55 78 88 2726 182 130 2544 2537 70 2467 203 188 85
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=8 14 19 22 17 9 21 15 20 23 2 22 18 22 15 20 13 16 12 12 22 20 10 20 19 5 9 17 17 2
split_gain=7.95485e-05 0.000132591 7.07528e-05 0.000214225 0.000581484 0.00038327 0.000338306 0.000230284 0.000196114 0.000252233 0.000170771 0.000110819 0.00238994 0.000130431 0.000303331 0.000155937 0.000375195 0.000144396 0.000139311 0.000150533 0.000591549 0.00105456 0.000122953 0.000117647 0.000116068 0.00623633 0.00234306 0.000517261 0.00030822 0.000103296
threshold=8.8430989333000021 144.12207640715005 14.351157895250003 -0.066979999999999998 191.20566072810004 201.16241229375001 15.109659503850002 36.370482311550013 40.890797847750008 0.12376500000000003 90.05676182820001 -0.095074999999999993 12.722397935550001 -0.033594999999999993 44.483611103700007 42.670715716450012 117.63886241405002 22.644947046300004 209.45123619680001 111.22210529245002 -0.084729999999999986 39.683197198900011 62.020040611300011 41.319407281650008 13.151061067750001 17.352342178450005 197.61184394335004 174.72950843050003 169.38704859920003 100.92170827030002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 6 -5 8 7 -4 -6 -10 -9 24 -13 14 15 18 -17 22 19 -14 23 -22 -15 -21 25 -3 27 28 -27 -12
right_child=-2 2 3 4 5 -7 -8 10 9 -11 29 12 13 17 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.019154454548492125 -0.0012116144423416333 -0.00011184583846506403 0.0018376504315433277 0.0037624201728719397 0.00087116865441909472 0.002733214685548037 0.0024519878718103892 -0.0020692269737490375 -0.0027007227832728498 9.9114059231654171e-06 0.0011985623465415362 0.08871755664723105 -6.5231406299133312e-06 -0.0015361879959678391 -0.0027881815782976431 -0.0033551410729460531 0.00046515586292609682 0.0017013476759920928 0.0014103082721616952 -0.00061483936108176144 0.00047745144069878892 -0.0058293201534237102 6.0493181012046503e-05 0.00091386060919044869 0.00016481161955966695 -0.015410006168615528 0.090101970873456616 -0.059886276043371711 0.054163576961597376 -0.000273199963782171
leaf_weight=0.0036078777080551508 0.53522971560357646 0.51270720372560163 0.53823918165039408 0.58031178722308085 1.0202844192135678 0.53932036173955555 0.51848633365870078 0.50991264997719454 0.52269463074333078 1.0001617165908099 0.5073854246584214 0.0030238777015395559 6.5344039008685426 0.50782129271891818 0.51739479654713783 0.52498100463467945 0.50376487540779635 0.51215836351091404 0.51491116932719805 1.0036630213100042 0.51562650512240593 0.54574621744460272 9.5904220821145767 1.0100688483964289 6.0405339675594707 0.0011807999646242804 0.010754571987945383 0.0010994470871401596 0.0013820167142348794 7.9318215500904117
leaf_count=36 204 913 124 46 34 74 37 24 51 5 10 146 97 21 46 138 5 29 179 44 77 78 908 18 582 223 25 77 67 315
internal_value=-9.62515e-08 1.51526e-05 1.67792e-05 0.000204191 0.000858517 0.000311822 -3.53341e-05 -0.000171267 -0.00020168 -0.000920468 -0.000292092 -7.20081e-05 -0.000178405 -0.00019047 -0.000421167 -0.000311362 -0.00148439 6.32781e-05 -0.00019217 -0.000278037 -0.000854986 -0.00276542 -1.98009e-05 0.000151942 0.000288997 0.00171208 0.0665767 -0.00250745 0.022108 -0.000184714
internal_weight=43.0591 42.5239 42.5203 13.6686 3.66277 3.08246 10.0058 9.48736 2.54314 1.52286 8.94912 28.8516 22.284 22.281 11.6706 11.1532 1.02875 10.6104 10.1244 9.60951 3.0751 1.06137 10.0982 2.01373 6.56766 0.527124 0.0144168 0.00366226 0.00256282 8.43921
internal_count=4633 4429 4393 720 210 164 510 473 90 56 349 3673 1786 1640 682 636 143 958 493 314 217 155 929 62 1887 1305 392 367 290 325
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=8 14 8 5 23 18 20 7 7 18 21 0 22 10 7 20 23 17 7 9 16 7 20 9 20 20 20 21 21 21
split_gain=6.44004e-05 0.000107817 6.26459e-05 0.00015343 7.36645e-05 6.96159e-05 0.000248078 0.000122571 0.000111243 0.000541589 0.0088469 0.00323996 0.00328301 0.00229938 0.0019077 0.00147134 0.00102674 0.00111444 0.000163357 0.000307497 0.000105198 9.72896e-05 6.29918e-05 0.000283714 0.000101859 9.82655e-05 0.000258042 0.00120621 0.00292376 0.00540918
threshold=8.8430989333000021 144.12207640715005 8.7431769115000026 21.990725385850002 -0.55393499999999996 12.880535946600002 32.724174661450007 22.343045670750005 22.721067571950005 12.964611930900002 5.8920528450000011 85.619326080400015 -0.071969999999999992 61.982402197500001 22.375171215700004 42.982930821650008 0.10385500000000002 189.31980273685002 22.929105819350003 187.24995708280002 22.644947046300004 22.502236473750006 36.859113051050009 202.38851837455002 38.238138001450004 38.474425342400004 39.571921479100006 0.37234627945000004 1.8364927951500001 2.0502020052500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -6 9 21 -11 -12 14 -14 15 -13 17 -15 19 20 -10 -8 23 -20 -24 -26 -27 -28 -29 -30
right_child=-2 2 3 -5 5 6 8 -9 18 10 11 12 13 16 -16 -17 -18 -19 22 -21 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=-0.01730251113817986 -0.0010896093178832196 0.021966620901539391 0.0014456889847643531 -0.00014290991169393601 3.9845396834341458e-05 -0.044788592412249917 -0.00056274192757378553 -0.0018641634982536376 0.00099413373641682565 0.00046568452296388488 -0.06130755683299613 0.099795804738448846 -0.10015181213610339 0.056927592007804097 0.098167723154314185 -0.045059583295773448 0.091394523848711579 -0.079293847076570473 0.0025207133902609689 -0.0029816657815786938 -0.0010447064514140147 0.00049990171147270711 -0.0014045506341892669 -0.00035357687936325862 0.00096054259762476098 -0.0015887102051581491 -0.040355523625065878 0.037181672108519838 -0.10030871846140209 1.7303352640791046e-05
leaf_weight=0.0035953425871316771 0.53561987351899532 0.0015244466532554615 1.019414046434121 1.5063215729809369 0.86594527464537552 0.0012361197605902366 1.508422115303411 0.55467427999792562 0.50688204741040255 0.53244977265997162 0.0021328989323912131 0.001147906102801243 0.0016135716296048477 0.0013236929137394604 0.017711618590191769 0.0018019174257122295 0.0020408384987153916 0.0010993725973271751 0.52107848765133025 0.53839796357373249 0.5054022312106099 2.0091355250024776 0.53078581555033011 1.0072186272367412 1.0143592242801762 1.0388015352767741 0.0073989543260591919 0.021162655927311813 0.0053750876678034789 28.793631928785867
leaf_count=36 204 72 32 37 467 191 48 20 32 272 33 6 4 45 38 104 8 19 183 65 10 13 197 98 44 223 98 171 37 1826
internal_value=6.76647e-08 1.37935e-05 1.52578e-05 0.000498266 -1.52465e-05 -1.60844e-05 9.23666e-06 -0.000703566 1.06724e-05 0.000504521 0.00338908 0.0573019 0.0667631 0.00215558 0.0857671 0.01131 0.0391367 -0.00487764 -4.77306e-05 -0.00105077 -2.37961e-05 4.42119e-05 -5.113e-07 0.000626423 -3.10142e-05 -7.40549e-06 -4.02802e-05 1.55175e-05 2.58819e-05 -1.42164e-06
internal_weight=43.0577 42.5221 42.5185 2.52574 39.9928 39.9912 38.5706 1.42062 38.5694 4.07888 0.561322 0.0288718 0.0267389 0.00607748 0.0206614 0.00294982 0.0044639 0.00242307 34.4905 1.55068 1.01228 3.51756 32.9398 1.5283 31.4115 30.8807 29.8664 28.8276 28.8202 28.799
internal_count=4633 4429 4393 69 4324 4252 3765 487 3574 590 529 257 224 76 148 110 72 64 2984 107 42 61 2877 281 2596 2399 2355 2132 2034 1863
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=8 4 19 22 16 15 18 8 20 21 18 7 22 4 22 18 22 21 20 22 21 5 5 6 18 21 23 7 19 5
split_gain=5.21436e-05 0.000109499 6.90753e-05 0.000190123 0.000484735 0.000212097 0.000610914 0.000756632 0.000274875 0.000198875 0.000224881 0.00014373 9.63195e-05 0.000318485 8.95949e-05 0.00179684 0.000135019 0.000174502 0.00133327 0.0149241 0.00836338 0.0171355 0.00176402 0.000173316 0.000184747 0.000122634 0.000121602 0.000109127 9.81438e-05 0.00552222
threshold=8.8430989333000021 141.79569928155004 14.351157895250003 -0.078549999999999995 22.604947139800004 40.957632625650007 13.317304170000002 8.7431769115000026 40.250747516500006 15.109659503850002 13.087929333200002 22.870118039000001 -0.099379999999999996 233.57190478505004 -0.095074999999999993 12.722397935550001 0.011900000000000003 6.4178488307500006 40.890797847750008 -0.085550000000000001 5.2472773321000004 22.127107789600004 16.904667913650005 16.285380505300001 15.079587624050001 14.202008575100001 0.097645000000000023 22.227765484150002 13.151061067750001 17.352342178450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 9 -5 6 7 -6 -7 10 -4 -12 13 -13 28 27 17 18 26 -20 21 22 -21 24 -18 -19 -17 -16 29 -3
right_child=-2 2 3 4 5 8 -8 -9 -10 -11 11 12 -14 -15 15 16 23 25 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021554199477696684 -0.00097997803775913442 -0.00010929079207497048 -0.0022620088942440432 0.0034514800850539377 0.0055020358530371641 0.00019341646539690428 -0.00012302834014108374 8.0322356977146012e-05 -0.002389591565504107 0.0017624204443541108 0.0014824095620032068 9.6757438073951757e-05 -1.9521437559259369e-05 -0.0029556875254419905 0.061134298306974345 -0.00015100719506307603 -0.0017832776833819526 3.9272819329464252e-05 -0.00024308231910656077 0.0037033970219477758 -0.10053485717201822 0.072284718513046672 -0.098248463729144614 0.0019203606372423427 0.0001587392332609974 -0.0015480528470024277 -0.0017647078759715777 0.1000435772086052 0.00013416814396183146 0.064491944862958187
leaf_weight=0.0023595402526827005 0.53597088737164611 0.51268819174696345 0.52616245362203873 0.54811879887776438 0.5302124502413792 1.9170092980639313 2.0165318822300833 0.50026509165763855 0.524764370056232 0.51500533278348815 0.51969586010011415 1.00845489792482 4.5436498295224519 0.51708247447754718 0.0016497078422749159 5.0455150073942141 0.52655038687446687 7.565510725083783 0.51287158734687777 0.0019248580542678964 0.023587933739212197 0.011752019496583443 0.01434469414610362 0.51443866973921526 7.0299160959402158 0.52018563666425865 0.51460331204611165 0.0012801697012037039 6.0396891861707642 0.013582772533645815
leaf_count=26 204 913 89 161 47 33 27 2 75 34 52 23 128 52 146 221 200 277 62 111 27 38 51 30 482 79 64 1 584 394
internal_value=2.10533e-07 1.25661e-05 1.13706e-05 0.000196561 0.000615874 0.000332706 0.00088918 0.00286996 -0.000361701 -0.0001352 -0.000272555 -0.000113685 -0.000250356 -0.000937872 -7.63582e-05 -0.000172016 -0.000182313 -0.000367831 -0.000770473 -0.00540107 -0.0566588 -0.019725 -0.0861865 0.000144327 2.34154e-05 -6.28463e-05 -0.000300359 0.0781352 0.000248293 0.00155803
internal_weight=43.0554 42.5194 42.517 13.667 6.0369 5.48878 3.04701 1.03048 2.44177 7.63005 7.11505 6.58888 6.06919 1.52554 28.8501 22.2841 22.2812 14.2103 6.1246 0.564481 0.0516095 0.0280216 0.0162696 8.07091 7.55647 8.0857 5.56012 0.00292988 6.56596 0.526271
internal_count=4633 4429 4403 723 345 184 76 49 108 378 344 255 203 75 3680 1789 1642 930 574 289 227 200 162 712 682 356 285 147 1891 1307
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=15 7 20 15 22 23 21 22 16 10 14 22 16 15 19 20 6 13 22 2 20 22 10 9 2 6 20 20 15 12
split_gain=6.9852e-05 0.000281549 0.000131817 7.86481e-05 0.000308443 0.000909029 0.000248323 0.000190625 0.000102897 0.000416971 9.07147e-05 0.000645328 0.00257273 0.00125491 0.00151218 0.000540228 0.000732142 0.000369874 0.000472127 0.00091531 0.000640993 0.000784406 0.0003616 0.000293467 9.75435e-05 0.000342885 0.000621239 0.000364716 0.00605482 0.00658259
threshold=46.435439118750004 23.543468673550006 42.206017975500011 41.54912092575001 -0.06828999999999999 0.10249000000000003 6.4178488307500006 -0.08158 22.674946976100003 62.036171360100006 129.42733769190002 -0.16164499999999998 21.979948601300006 37.882159664350006 14.151141757350002 39.065416244600009 13.500315432750002 95.937628385050019 -0.59238000000000002 116.68694986600001 40.00488309970001 -0.237895 75.499969677400017 66.544071737050004 176.47634813035003 16.455384477450004 40.679780036550007 41.32819714970001 38.469938489650012 208.33288250865004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 6 -6 7 -5 10 -10 -1 12 13 14 15 16 -12 -17 22 -20 -21 -22 -19 -23 -13 27 -27 28 29 -26
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 11 24 -14 -15 -16 17 -18 18 19 20 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.025589619694260449 -0.0025628378695462129 -0.00083741666371382577 0.0014407450545024353 -0.0025092511781056332 0.0047696927318413972 -0.00096253616046008928 0.0005791406422084609 -0.0002604272044840422 -0.0029816048879365937 0.0010321195579377606 0.022384686473180489 4.8885685337845614e-05 0.068466212382882613 0.099969095876389344 -0.097546971469522181 -0.039950478253975158 -0.089069770822512565 0.075549199093254069 -0.07280394333078001 0.086045245963528846 -0.061982483030539021 0.057257733078842382 0.003246145009081151 -0.010518742440781522 -0.092808071070268283 -0.00020035818166358661 -0.0044556644053607005 -0.00037841784529578512 4.3635892141700838e-05 0.064106118893329206
leaf_weight=0.0013855635174725425 0.51697506879052113 0.50702647322728445 0.50890226274886174 0.52131090667253888 0.54627980103272367 0.56050355339175439 3.030872878514856 1.3610590050811882 0.52808501614936065 0.50763006019678869 0.0010022357608294877 30.343907945700423 0.0067806807039687547 0.0010658176610434103 0.0018291058781017009 0.001352738274529198 0.0014308027670384277 0.0018807701499667954 0.001339517993571346 0.0011429307553498802 0.0013217271346137624 0.0017063434686619386 0.0010940616936636616 0.0010211862632161228 0.0029888176840892405 0.99969751212756797 0.52234072248953511 2.0339301442051934 0.50783976078918158 0.025337084835979705
leaf_count=17 129 34 44 73 91 31 62 26 106 28 168 1787 30 6 31 202 157 22 173 9 126 62 33 44 51 17 96 648 28 302
internal_value=-8.49942e-08 -0.000663001 0.000303767 2.43919e-05 0.000358608 0.00186674 1.88765e-05 -0.000883225 -3.229e-05 -0.00101438 -2.77311e-06 -1.74429e-06 0.0167548 -0.00490661 -0.0122987 -0.000567961 -0.0431586 0.00897454 0.0159364 0.000896764 0.0199106 0.00124364 0.0489581 0.0318822 -1.29205e-05 -0.000471224 -0.00166072 0.000233205 0.00255338 0.0475493
internal_weight=43.049 1.5329 1.01593 41.5161 6.02003 1.10678 4.91324 1.88237 35.4961 1.03572 34.4604 34.459 0.0229679 0.0161872 0.0151214 0.0132923 0.00243304 0.0108593 0.00950654 0.00653171 0.00519219 0.00404926 0.00297483 0.00272753 34.436 4.09213 1.52204 2.5701 0.536166 0.0283259
internal_count=4633 207 78 4426 283 122 161 99 4143 134 4009 3992 1063 1033 1027 996 325 671 469 414 241 232 55 106 2929 1142 113 1029 381 353
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=15 2 15 22 21 23 2 8 22 3 6 13 6 20 22 22 23 5 19 15 10 9 8 20 16 13 15 18 16 22
split_gain=7.16749e-05 0.000409874 8.82891e-05 0.000410695 0.000146346 0.000101771 9.96668e-05 0.00461074 0.00217851 0.000566085 0.00170044 0.0015365 0.000662633 0.000496151 0.000351076 0.000483051 0.000412402 0.000331327 9.3939e-05 8.94766e-05 0.00134695 0.00446175 0.000998651 0.000284105 0.000322409 0.000275247 0.000134225 0.00161033 0.00143379 9.55067e-05
threshold=45.793006327050001 247.02271001585004 41.54912092575001 -0.06828999999999999 6.4178488307500006 0.085855000000000029 221.01224434660003 8.3434888241000014 -0.096559999999999993 90.730084986350008 15.885371159150003 108.98740415025001 12.255286342800002 41.641174900500005 -0.020814999999999997 -0.078504999999999991 0.072890000000000024 17.205222944550005 14.651182102100002 39.864684991950007 61.821094709650005 186.16747084260001 5.9453602998000008 41.16018805045001 22.614947116400003 117.67112391160002 39.203018015350004 12.743963501900001 21.374950016100005 -0.101255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 18 9 -9 10 11 12 14 -10 15 16 -8 -14 19 20 21 22 -1 -21 -25 26 27 28 -22 -29
right_child=1 -3 3 -5 -6 -7 7 8 13 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 23 25 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0084794450895340056 -0.0029803576971570052 0.0002565200400236858 9.0957755038214842e-05 0.0028717541054827747 0.00052946563349299039 -0.0013850836874253218 0.022170591030679525 0.013207741359222562 -0.051710773207226793 -0.00044575720273323642 0.10002956145305353 -0.10002029669687218 0.09266361746218027 -0.10015476680009604 -0.038026010421382414 0.06132810109369885 -0.055559259959308549 0.021474749507107503 0.0013359050271189198 -0.0019073580500962462 -0.03876495487625007 -0.084508838502909717 0.10001513977995509 -0.0013165519189253286 0.00098483718002472832 0.0023319715703129899 0.0015897572119814012 0.00041361867383583694 0.10003047448560208 -0.00010779299031610874
leaf_weight=0.0014489645441483345 0.52705061864546054 1.5177040320110675 1.0065469794817543 0.59968078904546374 3.0294798811811745 0.87161872382452532 0.0017150280803157178 0.0030050187973049711 0.0031389077007588639 0.50214245624590559 0.0022423418777179913 0.0012503795585345765 0.0014411612455660361 0.0064757109721402806 0.0017125490677352261 0.001501338007032782 0.0011338141891678347 0.0011966314598801375 0.51220272070304318 1.0256858602881487 0.0010024353597078975 0.0066468976974647376 0.0020468734001042321 1.0141050578404249 1.5228432581207014 0.51447761183226148 0.52160938969609461 4.0672659732111027 0.0028900901816086844 25.77624268102257
leaf_count=304 161 97 32 110 56 34 126 33 35 155 7 25 12 37 159 37 368 43 47 37 127 34 17 25 28 19 26 995 5 1442
internal_value=1.48649e-08 -0.000577809 2.88302e-05 0.000401362 9.94966e-05 -0.000594043 -2.89703e-05 -0.00139399 -0.061111 7.12107e-05 0.021361 0.00363378 0.0185302 -0.0843391 0.000326933 0.0154255 -0.00876521 0.0603689 -8.40011e-06 -2.83836e-05 2.63396e-05 -0.0364093 0.055046 -0.00050292 6.48932e-05 3.83058e-05 -5.50927e-07 -2.83429e-05 0.0642867 -3.67316e-05
internal_weight=43.0475 2.04475 41.0027 5.50733 4.90765 1.87817 35.4954 0.526955 0.0126196 0.514336 0.0121932 0.0099509 0.00870052 0.00961462 0.00606273 0.00435018 0.00284884 0.00263779 34.9685 34.4563 30.8936 0.0101427 0.00349584 3.56263 2.53695 30.8835 30.369 29.8474 0.00389253 29.8435
internal_count=4633 258 4375 232 122 66 4143 1037 105 932 777 770 745 72 690 531 494 55 3106 3059 2969 355 321 90 53 2614 2595 2569 132 2437
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=8 20 23 23 15 7 19 22 9 6 9 7 22 9 18 15 10 20 17 22 18 7 6 17 9 17 15 5 7 9
split_gain=6.09237e-05 0.000137942 0.000135114 0.000769318 6.7812e-05 0.00025494 0.000104288 0.000230618 0.000393826 0.000247379 0.000203005 0.000584667 0.0002514 0.000282999 0.000150219 0.00034959 0.000199136 9.97778e-05 8.01357e-05 7.18612e-05 0.00010756 0.000170394 0.000257816 0.000156691 0.000757345 0.000182416 0.000115889 0.000461932 0.0006398 0.000197917
threshold=8.8430989333000021 33.036871954450007 -0.27651499999999996 -0.55393499999999996 46.435439118750004 23.543468673550006 14.351157895250003 -0.078549999999999995 200.95377551580003 16.405383309150004 191.96565807215003 22.093462376800005 -0.047144999999999999 199.39609444495002 13.220529463200002 41.831907381600011 61.993156030000002 42.206017975500011 196.21449749970003 -0.095074999999999993 15.288668002700001 24.872345000050004 11.355265313950001 197.18249712500003 205.22231928645002 196.21449749970003 41.29990759910001 20.769304081650002 22.343045670750005 200.84251237905002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 19 9 10 -8 11 -9 13 -12 15 -11 -16 -7 -14 -4 21 23 -23 25 -25 26 27 -21 -29 -28
right_child=-2 2 4 -5 5 17 7 8 -10 14 12 -13 18 -15 16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.026966853359028903 -0.00106037524925254 0.023420870636009644 0.00022386859127502333 -0.089325656845547524 -0.0024460139150225988 -0.00070994070705245266 -0.0021784697462632319 -9.6431682319748904e-05 0.0033137104160956554 0.0029753947299023223 0.0031082326557067622 0.0041229877043298911 -0.0008358697543039543 -0.00021991956188536002 -0.0014705209029351714 -0.00019207319170601065 0.00011983905443253254 0.0012728294950368072 0.00018588488784631316 -0.00011287551953913047 0.00016733236825324438 7.2196187219208355e-05 -0.0031013730661785914 -0.0040259247134538725 0.0013661062977839893 0.0017336869653213967 0.0014700166822298672 0.00021688075203963342 -0.004754169752945403 -0.00032544648541550246
leaf_weight=0.0018949035945244877 0.5351098197368519 0.0014617912728918242 6.5617053441703694 0.0010327895028107012 0.51653187116156019 0.50686403079373554 0.54042667010065759 0.85814043638674575 0.53620796796167258 0.53405885631764238 0.52154627961863231 0.53198403951137152 1.5582357609309845 0.50084294291445985 1.0134815627898204 1.0025712463923353 3.5284431026320817 0.50833214547350281 1.5128205763794538 8.5572332509733631 7.0562368378604381 0.50032757314693188 0.52416636904276714 0.53343076943872236 0.50909277600203495 0.51088430475496771 1.0347539709353921 0.50180445352869429 0.5348896176668454 1.5096830560505621
leaf_count=258 204 55 1647 96 114 32 106 12 80 63 76 75 22 4 33 12 73 43 27 254 802 5 175 75 18 20 50 143 47 12
internal_value=-1.02241e-08 1.33378e-05 1.45405e-05 -0.0232577 1.59064e-05 -0.000637363 4.03281e-05 0.000279203 0.000727123 -0.000128167 0.000474195 0.00151829 0.000119623 0.00147785 5.41195e-05 0.000908787 -0.000235033 0.000282878 -0.000332547 -6.62246e-05 -0.000153652 -0.000307559 -0.00155151 -0.00021448 -0.00139285 -0.000117361 -0.000195269 -0.000354394 -0.00234797 0.00040472
internal_weight=43.0442 42.5091 42.5072 0.00249458 42.5047 1.53173 40.973 12.6388 6.01978 6.61898 5.48357 1.39012 4.09345 1.02239 6.07855 1.53663 4.54192 1.0152 3.07106 28.3342 21.7725 14.7163 1.02449 13.6918 1.04252 12.6492 12.1384 9.59393 1.03669 2.54444
internal_count=4633 4429 4171 151 4020 189 3831 583 296 287 216 87 129 80 181 75 106 75 49 3248 1601 799 180 619 93 526 506 444 190 62
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=8 20 8 19 20 18 7 7 18 21 0 22 7 21 10 20 0 20 10 21 22 13 6 17 22 18 7 16 15 15
split_gain=4.93174e-05 0.000112986 6.69579e-05 0.000115786 0.000237927 4.55353e-05 0.000125925 9.1531e-05 0.000403748 0.00759116 0.00283003 0.00293285 0.00213075 0.00210305 0.0021514 0.00144694 0.000124875 0.000814305 0.000136245 0.000110571 0.000762299 0.00182673 0.00191562 0.000477941 0.00058198 0.000114395 0.000112607 9.22825e-05 0.000135434 0.000106892
threshold=8.8430989333000021 32.724174661450007 8.7431769115000026 14.151141757350002 42.498713093000006 12.880535946600002 22.343045670750005 22.721067571950005 12.964611930900002 5.8920528450000011 85.619326080400015 -0.071969999999999992 22.375171215700004 16.241109211600005 62.165217350350012 42.982930821650008 86.345209775600011 41.741384785950011 61.982402197500001 14.731151610350002 -0.25224999999999992 117.56896250265002 16.165377701450002 196.81899330385002 -0.58835000000000004 13.278511569200001 23.109894804950002 22.674946976100003 45.484733152800011 40.856592954650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3 8 -7 -10 -11 12 15 14 -13 -12 17 18 -9 20 21 22 23 24 -18 -22 -27 28 29 -28
right_child=-2 2 3 4 -6 7 -8 16 9 10 11 13 -14 -15 -16 -17 19 -19 -20 -21 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.027280420968752564 -0.00095369074962558219 0.00017806463039222 -4.6853225504733966e-05 0.0028200420911989677 -0.00022860205774683485 5.3579262489431134e-05 -0.0017512607327418571 -0.00087581821668732964 0.00034412002253630773 -0.057954855488194346 0.099746145156674057 -0.10011423947535436 0.097731781678093099 0.087573311903459197 0.05686366754810869 -0.048592649527611498 0.0371951418389787 -0.0041448099213870337 0.0002549688555283752 0.00147608909966263 0.0010547620472740361 0.10003464593253891 -0.10010332276043642 -0.050495098000434391 -0.0442133193458654 -0.0014746261994772029 -2.9827336860395814e-05 0.0013397648866839418 -0.0016346554987030149 0.001007413591210948
leaf_weight=0.0015167854975918207 0.53545172219211323 0.86759898158075432 1.501858756667388 0.52444844786629097 0.50010732512555478 3.5176457665188225 0.5545248652807615 1.5259158192039821 0.53181433717507687 0.0020416657983588484 0.0010203703063780259 0.0023614520578121292 0.015989408747684841 0.0018783772741812754 0.0013851814236431892 0.0018493927052851689 0.0028645595354419573 0.54790967128063606 3.531401996278646 0.52124833523668712 1.0223257876750746 0.0010177876101806769 0.0034558559341348882 0.0017201004178968304 0.00126636186826945 0.5238944904374766 24.745632907026941 0.50869581218330395 0.50946931890928127 1.0351040761582897
leaf_count=240 204 493 16 47 9 61 21 41 276 36 6 8 38 15 54 107 39 166 40 245 22 1 11 180 75 54 1961 41 37 89
internal_value=3.11666e-08 1.20447e-05 1.30186e-05 0.000512297 0.00133193 -1.85317e-05 -0.000574232 1.96406e-06 0.000450097 0.00294823 0.0551578 0.0645899 0.0834917 0.00121728 -0.0420774 0.00415056 -5.10081e-05 -0.000482944 -8.62171e-05 3.28345e-05 6.30361e-06 -0.0271609 -0.0410709 -0.00620387 0.0122388 1.61992e-05 -2.26602e-05 5.7244e-06 -2.00883e-05 1.18182e-05
internal_weight=43.0434 42.508 42.5064 2.52641 1.02456 39.98 1.42212 38.5579 4.07599 0.55834 0.0265258 0.0244842 0.0188592 0.00562501 0.00374663 0.00286976 34.4819 5.60523 5.05732 28.8767 28.3554 0.0103247 0.00930688 0.00585102 0.00413092 28.3451 27.3228 26.7989 26.2902 25.7807
internal_count=4633 4429 4189 72 56 4117 514 3603 601 540 264 228 151 77 62 113 3002 247 81 2755 2510 306 305 294 114 2204 2182 2128 2087 2050
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=12 17 2 17 2 23 23 19 12 23 21 20 23 22 22 9 20 13 23 9 17 6 21 9 10 17 18 8 0 23
split_gain=5.14276e-05 0.00063772 0.000237741 0.000308283 0.00102044 0.000464247 0.000477219 0.000284727 0.00022573 0.00122112 0.00297986 0.00234241 0.00041178 0.000135678 0.000662665 0.000272798 0.000194987 0.000508074 0.000399436 0.00057426 0.000130309 0.000226014 0.000476274 0.0102171 0.0061472 0.00373441 0.00985767 0.000220315 0.000187825 0.000222276
threshold=148.96091148645004 166.68115439205005 135.87377242040003 179.03071761140004 163.12111328040001 -0.144095 -0.25098999999999999 14.551174033150001 144.66294237600002 -0.10696499999999999 2.6195973652500002 39.746231405950006 -0.23921499999999998 -0.036264999999999999 -0.057599999999999998 190.90230715925003 41.489621506400006 117.46680109370001 0.096480000000000024 216.72927494925003 198.90226058785004 16.355382140900002 12.717166023350002 211.71843659965 61.971648364950006 193.70011821090003 13.511883313150003 8.543332867800002 91.109157582800023 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 7 4 -4 6 -6 -3 9 10 12 -12 -1 14 20 -15 18 -18 -17 -20 21 22 23 24 -5 28 -27 -22 -26 -30
right_child=1 2 3 13 5 -7 -8 -9 -10 -11 11 -13 -14 15 -16 16 17 -19 19 -21 27 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.041468879934879535 -0.062467465016650098 -0.0032054209510565313 0.084056221471745698 0.082303008049631907 -0.020172529089781874 -0.045864236602286279 0.073180667898622154 0.00012418616131777766 0.0021772886662155262 4.3999342935084901e-05 0.042436916612269525 -0.10004911465985018 0.098712299277658067 0.0024988228988090926 -0.0037168703746149876 4.2623624907043289e-05 7.0564479843481881e-05 -0.0032827657324167739 0.0046129452269097404 -0.00010627736963290919 3.319674312357255e-05 -8.0358335524467251e-05 0.00057210436503273812 -5.4444718966539071e-05 -0.10038629118978792 0.096746255520820112 -0.096712495437919099 0.0024087773726566329 -0.096171851835659308 -0.062648590764695436
leaf_weight=0.0018127752739769409 0.0016395248141688459 0.52746132034734816 0.0018590235627420982 0.0029531604829056137 0.0011545239688448561 0.0016688503160773773 0.0010416556329757576 0.5005566842164626 0.51789318068392987 19.65159153609541 0.0024007380659440969 0.0022212973123945656 0.004096237757429233 0.51821429027421828 0.52503949285119667 3.0307487989051189 3.5191294783851532 0.51838562298850366 0.53075244190586068 0.50147952374450178 1.5380208496116474 9.5772588250001522 0.50603182951568759 0.50258321882923518 0.013185700002232247 0.004312976599720679 0.0067655297419464411 0.52319848453979023 0.0043552914617212071 0.0036233818299445837
leaf_count=61 211 84 44 8 71 144 43 5 90 1406 19 110 101 276 70 162 119 51 40 15 639 260 161 53 30 8 103 79 97 73
internal_value=1.7802e-07 -0.00010252 -9.80475e-05 -2.80679e-05 0.0231761 -0.00610633 0.0241052 -0.00158419 0.000116522 6.22426e-05 0.0341052 -0.0260402 0.0811511 -3.41534e-05 -0.000235563 0.000274488 0.00013219 -0.000359977 0.000621272 0.00232025 -9.14393e-05 -0.000232649 -0.00162996 -0.00370203 -0.0557879 -0.0684358 -0.021397 0.000636189 -0.0930583 -0.0809478
internal_weight=43.0414 22.8614 22.8598 21.8318 0.00572405 0.00386503 0.00219618 1.02802 20.18 19.6621 0.010531 0.00462204 0.00590901 21.826 13.2073 8.61871 8.1005 4.03752 4.06298 1.03223 12.6823 10.6211 1.04381 0.537779 0.035196 0.0322429 0.0110785 2.06122 0.0211644 0.00797867
internal_count=4633 2846 2635 2546 302 258 114 89 1787 1697 291 129 162 2244 1581 663 387 170 217 55 1511 793 533 372 319 311 111 718 200 170
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=4 12 17 17 8 23 2 0 15 22 22 9 14 7 22 21 5 6 5 22 9 6 3 12 22 18 23 15 15 0
split_gain=4.47619e-05 0.00019585 0.000643647 0.000216231 0.00086723 0.000503335 0.000272704 0.000143339 0.0011523 0.000267341 0.000227407 0.000197806 0.00816968 0.000305719 0.000418774 0.00249843 0.00150451 0.00137372 0.00127319 0.000857284 0.000658 0.000150279 0.000229327 0.000140751 0.000196184 0.000119515 9.71139e-05 9.61031e-05 0.000128336 9.14766e-05
threshold=202.17358131775003 143.62136700335003 166.68115439205005 178.50558947615002 9.5425530862500008 0.076615000000000016 228.51532141640004 86.345209775600011 41.29990759910001 0.022350000000000005 -0.057599999999999998 188.90361612170003 234.45909168080001 23.109894804950002 -0.16164499999999998 5.2472773321000004 22.245176011200005 16.245379570700006 20.389142059250002 -0.58319500000000002 211.71843659965 16.395383075500003 93.499196860750018 128.54148248460004 -0.094409999999999994 13.344136431100003 0.10336500000000003 25.716185026400002 31.890196708700007 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 -3 4 5 6 -4 8 -5 10 21 12 -9 -13 15 16 18 20 19 -15 -17 -10 -23 26 -25 -16 29 -27 -29 -1
right_child=1 2 3 7 -6 -7 -8 11 9 -11 -12 13 -14 14 25 17 -18 -19 -20 -21 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00042136418582566472 -0.0020012424568724915 -0.061527879885269532 0.046263044826367977 -0.0049143300348498797 0.091326997585393657 -0.061297826216292178 -0.013175098930183855 0.097151627303987131 -0.0016616508180181217 0.0021229889888899805 -0.0022372108374469272 -0.0023520817306246292 0.00036624732933798586 0.017083596338133909 0.0011511016429292848 -0.043794841049176705 -0.1001087269665578 0.10002480795646691 0.098334800778482612 -0.10002946384002996 0.058862632178378373 0.002143109920748178 -0.00011937924698096617 0.00031641957650570973 0.0025462961175699442 -0.0013017391735267953 -0.0013008216116330009 0.0016084944902629589 2.2063282151161208e-05 -9.5079518551203471e-05
leaf_weight=4.9650509003758971 0.52415608920050516 0.0017027018883578595 0.0016302269642968206 0.53143812490916076 0.0012950839717120743 0.0010751526446902693 0.0014660740669171224 0.0088728897275164309 0.50513513774409791 0.51776351108332352 0.52302586354414859 0.51879041987081365 0.5107566997683286 0.0015549695164361887 1.0149413384496853 0.001323419874772469 0.0019647574502172915 0.0037992184088579961 0.0011003047277426958 0.0010451769148007717 0.0011820526179420199 0.51312541108745779 3.5301157685638387 1.5069193850348983 0.53449549706599953 0.5227256303533786 0.53834454611620941 0.52833617260631527 14.631386697941076 11.091674573402795
leaf_count=481 300 225 114 108 9 87 98 28 33 37 58 30 814 62 14 36 5 9 19 37 36 15 183 38 104 288 126 137 471 631
internal_value=1.35904e-08 -8.91171e-05 -4.71389e-05 -4.27541e-05 0.0198435 -0.00234952 0.0181196 -4.73086e-05 -0.000464606 -4.15106e-05 -0.000262495 9.66032e-05 0.0020189 3.86236e-05 0.00011285 0.0188106 -0.0293855 0.0621182 0.00816501 -0.0299922 0.00463775 -3.54185e-05 0.000167752 0.000116707 0.000900259 9.94461e-05 2.03201e-05 3.13848e-05 7.73525e-05 6.46149e-05
internal_weight=43.0362 24.3997 23.8756 23.8739 0.00546654 0.00417145 0.0030963 23.8684 6.1206 5.58917 5.0714 17.7478 0.51963 17.2282 16.7094 0.0119699 0.00566521 0.00630469 0.00370045 0.00260015 0.00250547 4.54838 4.04324 18.6365 2.04141 16.6974 16.5951 15.6824 15.1597 16.0567
internal_count=4633 3253 2953 2728 308 299 212 2420 434 326 289 1986 842 1144 1114 204 123 81 118 99 72 231 198 1380 142 910 1238 896 608 1112
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=4 5 8 22 7 17 7 17 7 7 6 23 23 19 15 5 23 3 22 21 15 21 9 8 20 14 22 20 22 5
split_gain=4.83474e-05 0.00098827 0.00115428 0.000353034 0.000188666 0.00735737 0.00526853 0.00146785 0.00122404 0.000871295 0.000320183 0.00030589 0.000365059 0.00015457 0.00026247 0.000112128 0.000248871 0.00021867 0.000956978 0.000253028 0.000444996 0.0140883 0.0036986 0.00306687 0.000585037 0.000505424 0.000930881 0.000243998 9.43993e-05 0.00027443
threshold=259.68081077110008 13.039146929800001 7.7439566930000003 -0.15962499999999999 23.050081659550006 192.92322630085002 22.791048179400004 189.5403704096 22.580797808900005 22.126303133300002 16.535386346650004 -0.17949499999999999 -0.25420999999999999 14.451165964200003 47.117206525000007 21.701709660250007 -0.26804999999999995 93.571785230250015 -0.10771499999999999 10.297743717200001 43.153128509050006 0.63092463060000015 186.70853236170004 8.3434888241000014 41.641174900500005 180.73420799095001 -0.085550000000000001 41.32819714970001 -0.095854999999999996 20.769304081650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 11 13 12 -2 -6 -15 16 -3 18 -17 20 21 -19 23 24 -23 26 -24 -21 -18 -30
right_child=4 15 -4 -5 10 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 17 28 19 -20 27 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.036048189576337451 -0.0088927273217711458 -0.048292237938540608 0.095296327210395312 -0.043513684365534031 -9.096306111154088e-05 0.00041354385300233933 -0.10018223734781953 -0.088107530588532504 0.076522215402219651 -0.092636478806105482 -0.0024957157252859081 -0.032250414550503856 0.067384938119462612 0.0027196381018630695 -0.00044678080541997239 -2.5033093461177019e-05 0.0003166557935216619 0.00027735163174535314 0.0048312160207898995 5.5715295044189612e-05 0.00040529348379989656 -0.10010167195513027 -0.0047820194839795424 0.10001394360343166 -0.0036159714472775682 -0.098160559544349657 -0.1000641605752519 0.0025639871958020258 2.8561791664550019e-05 -0.0010049599605221858
leaf_weight=0.0010798566526463438 0.0011816771494908007 0.0010683824421516821 0.0023559992078339698 0.0011533970956557884 10.117896303470401 0.50494458886535654 0.012784571527291178 0.0015218267610421776 0.0024948018591715027 0.0010078473049111025 0.52606627189432309 0.0010681221062878929 0.0013377277301742999 0.5400608955376931 0.50805401146580564 1.5058613202669877 6.069269012332529 0.549194880093412 0.55547357049818025 1.5017055500201482 0.86356569334640199 0.0016535921268998324 0.001781283927414278 0.0020154516532784328 0.001013664120398966 0.018013676847544957 0.0024161261052313421 0.52285757064861504 16.160998704697729 3.0547973792745315
leaf_count=88 72 28 27 285 1578 67 41 35 23 38 67 148 59 120 31 26 498 233 60 16 44 47 23 8 176 45 33 68 508 141
internal_value=1.56265e-07 6.68976e-05 0.0464687 -0.00504272 -0.000168173 -0.00202022 -0.0594553 0.00100406 0.0201309 -0.0104837 -8.47998e-05 0.0125956 0.0316084 2.87862e-05 0.00118478 5.99862e-05 -2.91894e-05 0.000468073 0.00128359 -1.71906e-05 -0.00103068 -0.00318322 -0.0738512 0.00691492 -0.0634332 -0.0908789 -0.0596286 0.000703494 -2.71501e-05 -0.000135741
internal_weight=43.0347 30.8163 0.00458925 0.00223325 12.2184 0.526341 0.0213966 0.008612 0.00709018 0.00459537 11.6921 0.00358753 0.0025194 11.166 1.04811 30.8117 25.2861 5.52555 2.06133 3.46422 1.43965 0.576089 0.0268938 0.00468271 0.00266726 0.0222111 0.00419741 2.02456 25.2851 19.2158
internal_count=4633 2354 400 373 2279 483 416 375 340 317 1796 279 131 1729 151 1954 1175 779 86 693 609 565 332 231 223 101 56 84 1147 649
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=4 21 16 8 4 5 23 7 17 7 17 7 23 17 6 3 16 7 15 2 16 22 18 20 7 10 5 5 19 7
split_gain=4.68471e-05 0.000635851 0.00440551 0.00178139 0.000868903 0.00118322 0.000412444 0.000177178 0.00655984 0.00393851 0.00236009 0.00148282 0.000592471 0.00034121 0.000146616 0.000331745 0.000194793 0.000113469 0.000100972 0.000287529 0.000165587 0.000225135 0.00207252 0.00168704 0.000976731 0.000704326 0.000705587 0.000114917 9.79723e-05 0.000147093
threshold=250.04947801505003 0.15802222800000001 19.224955043700003 7.8438787148500007 286.34948838025008 21.100330328400002 -0.42796999999999996 23.050081659550006 192.92322630085002 22.791048179400004 190.92966541395 22.580797808900005 -0.21029499999999998 174.14321222100003 16.535386346650004 92.316275283350009 22.674946976100003 22.907491544400003 41.831907381600011 110.58799860680001 22.684946952700002 -0.16262999999999997 13.511883313150003 39.788107623550012 21.833224794850004 71.322105742700003 16.222050829800004 22.665750084250003 14.551174033150001 23.822419043000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -6 -1 8 9 10 11 12 -3 -9 16 -16 28 -11 20 -20 21 22 24 -24 -8 -25 -27 -23 -15 -30
right_child=1 7 4 -5 5 -7 18 13 -10 17 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 27 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.062259734859100191 0.03924199268179529 0.013155894522909248 0.099295832930882288 -0.095469020066623611 0.098431949243523192 -0.04101818509269526 0.00040791107068426769 -0.051083830248888157 0.00036957225715564322 -0.10020132585011805 -0.10006512535196031 0.07216995420278699 -0.061489516728945703 -0.00015660797660975245 0.00059490869215394712 -0.0029943482484192582 0.0019077247552990646 -0.080606204636285192 -0.00022134975224947359 0.0027406144496309529 -0.0016586294831778593 3.7029278352371609e-05 -0.10002678956782243 0.07971681340454112 0.10000944938672474 0.030827188640627824 -0.077643048219838848 0.0015513358920405164 -0.00035111964895386102 0.002050651212009951
leaf_weight=0.0010613483774041246 0.0014316283186279755 0.0025220188543512712 0.004524506763118552 0.0031230616123302246 0.0011595214600674808 0.0012802589678813092 0.001486526868310481 0.0013122588869308718 0.50476989295248664 0.0075793149552509931 0.002130902011742819 0.0030976032660987585 0.0018384040846294858 12.146453516741699 0.5037395150720847 0.5268190950062035 0.51350477308665254 0.004843731216311653 0.85737052683907566 0.53053402951894668 0.56440969142383224 25.303705690841813 0.0019632348196303856 0.0011510297030241645 0.0029156918463080217 0.0014170338764225576 0.001039697358216074 0.51126426850674889 0.50412783588433352 0.51598125040284515
leaf_count=103 241 134 15 60 4 38 257 102 72 20 15 28 176 1366 11 54 45 29 12 64 77 1303 75 18 22 45 34 170 11 32
internal_value=-1.78469e-07 -0.000141003 0.0233449 -0.0531267 0.0733578 0.0252564 7.71338e-05 -0.000158756 -0.00196074 -0.0553985 -0.00725193 0.0192666 -0.0183155 -9.42332e-05 -8.96847e-05 -0.00123991 -3.03488e-06 -0.0925612 7.95156e-05 0.000910877 3.57915e-05 7.28235e-05 0.0150946 -0.0254284 0.0663763 0.0151657 -0.0150778 6.702e-05 -7.75558e-05 0.00086372
internal_weight=43.0286 15.2502 0.011519 0.00455469 0.00696429 0.00243978 27.7783 15.2387 0.526782 0.022012 0.00958893 0.00745803 0.00436042 14.7119 14.7106 1.03056 13.6801 0.012423 27.7773 1.3879 26.3894 25.8249 0.00997321 0.005571 0.00440222 0.00360776 0.00245673 25.815 13.1666 1.02011
internal_count=4633 2453 358 301 57 42 2180 2095 474 402 353 338 310 1621 1519 65 1454 49 2077 76 2001 1924 451 172 279 97 79 1473 1409 43
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=8 20 20 22 15 17 2 8 19 20 13 21 2 22 0 3 18 5 21 23 22 22 13 0 6 9 23 17 22 9
split_gain=4.36398e-05 9.49716e-05 0.000173806 0.000958867 0.000496529 0.000163268 9.0581e-05 7.12098e-05 0.000107653 0.000215195 3.88129e-05 0.000136112 0.00086503 0.000128495 0.000104967 0.00436376 0.00312685 0.00179822 8.74815e-05 0.00106731 0.000837796 0.00237604 0.00183972 0.0019456 0.00164745 0.00061003 0.000468471 0.000443795 0.000533723 0.000267112
threshold=8.8430989333000021 33.036871954450007 34.424709467050008 0.18839000000000003 31.028113015250003 162.04221493815001 45.979371440700014 8.7431769115000026 14.151141757350002 42.498713093000006 117.60660091645001 9.9821454294500018 104.39392676985001 -0.057599999999999998 85.823648898300021 93.915907870950022 12.880535946600002 22.053438739150003 9.027058870800003 -0.27118499999999995 -0.14704500000000001 -0.25224999999999992 117.55820867010002 89.576736448400013 16.100376182700003 201.40496258350001 -0.25843999999999995 197.02652249450003 -0.58835000000000004 199.66502090505003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 10 -9 -10 14 12 -12 -13 15 17 -16 -8 19 -18 21 22 23 -21 -23 29 -22 28 -25 -20
right_child=-2 2 5 -5 -6 6 7 8 9 -11 11 13 -14 -15 16 -17 18 -19 25 20 26 24 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.022639365733597341 -0.00089827733351027826 0.01592308325175875 -0.039416895596762092 -0.041561254305734541 0.10000582279231135 0.023530317825245665 0.015360695639739248 -1.4183820007556423e-05 0.0027315328841561472 -0.00016813096530829047 2.0136267437129708e-05 0.00070113238973332226 -0.0042640553467489873 -0.00068037615171927116 -0.088790472605320206 -0.00040978786277044558 -0.10002670854987367 0.07457874777319444 -0.0002336290891081557 -0.10008350704045843 0.067895815034851134 -0.010579241947880123 0.1000238013010393 0.049836510161822278 0.096773216775464396 -0.003548472987969942 7.8331893393632354e-05 -0.041905094826083039 -0.027712810119093906 0.0021345723382153355
leaf_weight=0.0018510667994878762 0.53439785128696016 0.0015123486814222478 0.0010502826541330937 0.0016190681062084877 0.0013112310407450423 0.0016374528884374176 0.0097295151754095421 1.5017824990627553 0.52406157967203604 0.5002485034201527 2.9110832820798609 2.0303483950808503 0.56233579954170654 1.0072612824008933 0.0039658569583086436 0.50783943748652172 0.0010647643277249532 0.010842005052566606 5.5520506696034824 0.0025751309428869718 0.0010186295500663736 0.0019919635272033906 0.0012922372552566239 0.0025709592725995378 0.0050627503933355911 0.53644061482474281 26.284245392080862 0.0014357430681877226 0.0013553376806464817 0.52096228133154898
leaf_count=258 204 63 353 11 15 16 26 14 47 9 45 53 132 21 17 441 44 23 600 10 14 196 2 35 21 247 1472 131 77 36
internal_value=-2.39068e-07 1.10554e-05 1.20422e-05 0.0197903 0.0549699 9.97398e-06 1.09487e-05 1.00421e-05 0.000524954 0.00131541 -2.2512e-05 -0.000245888 -0.000673461 0.000243029 2.09754e-05 0.00141922 -1.47101e-06 0.046571 9.22794e-06 9.09546e-05 9.50077e-05 0.0227703 -0.0106259 -0.0286406 0.0664613 -0.000316007 8.096e-05 0.00566995 0.0230669 -3.04773e-05
internal_weight=43.0249 42.4905 42.4887 0.00444265 0.00282358 42.4843 42.4832 42.4816 2.52609 1.02431 39.9555 6.51103 3.47342 3.03761 33.4444 0.528411 32.916 0.0205715 32.9121 26.3026 26.3015 0.0162841 0.00922941 0.00793717 0.00705471 6.60945 26.2853 0.00536204 0.0039263 6.07301
internal_count=4633 4429 4171 89 78 4082 3729 3713 70 56 3643 251 177 74 3392 490 2902 49 2885 2002 1958 472 255 253 217 883 1486 243 112 636
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=22 17 20 22 9 22 17 22 12 19 22 13 15 23 23 22 3 21 21 3 4 12 3 3 15 15 4 23 9 21
split_gain=4.16117e-05 0.000595569 0.000869207 0.000733395 0.000600143 0.00016083 0.00173512 0.00269837 0.000369292 0.000529938 0.000218281 0.00077492 0.000157756 0.000129014 0.000453468 0.000351364 0.00668496 0.00564023 0.00766003 0.00149307 0.00145873 0.00396856 0.00130085 0.000632813 0.000186906 0.000133436 0.000116709 0.000194571 0.000124123 0.00806423
threshold=-0.036264999999999999 174.47088669260003 40.371455563000005 -0.13734499999999997 66.544071737050004 -0.051199999999999996 179.03071761140004 -0.10434500000000001 105.28371344000001 13.151061067750001 -0.066979999999999998 109.40142670235001 20.734744936600006 0.096480000000000024 0.10214000000000002 0.0027500000000000003 93.571785230250015 13.917356790500003 2.5378969943000005 86.530713386600013 195.04069921150003 174.01334043920002 83.866451379300017 78.524485074150007 40.957632625650007 36.776646943950006 202.17358131775003 0.10336500000000003 192.57902085675002 11.241604453150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 7 -3 -7 -10 26 -12 -4 15 -15 16 17 18 20 22 -2 -22 23 -20 25 -16 27 -8 29 -28
right_child=13 5 4 -5 -6 8 10 -9 9 -11 11 -13 -14 14 24 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0078105885316750931 0.070125529119461613 0.041460452399565223 0.0040403416591489466 0.09016824189796073 -0.04577528467284523 -5.3382845516870309e-05 0.00010273621945636443 -0.10014805210504532 1.8634370999021321e-05 -0.0045247232272249095 -0.00048000784178496857 0.0041720990665112872 0.058660732928524612 0.003303247795808813 0.0001559216640512652 5.6707233345952774e-05 0.00048740265320188658 0.07094097851769042 -0.0030613017776638229 -0.094174917023130369 -0.1002214339270518 0.069219344668039043 0.06852490789987567 -0.10007041752374431 -0.0015093956437113283 0.0014350345122763485 -0.055341886818603553 0.0020779404895261253 -0.00015553724653534411 0.00014551497304094579
leaf_weight=0.0010684583958419239 0.0037658406127227401 0.0020090634861598677 0.0010403913158273381 0.0026807280167815885 0.0018863344396611789 2.5100839488441498 9.9553428685256833 0.0040748647537847673 0.50217513747821241 0.5252509689718039 1.0099462146397282 0.55473424329238685 0.0010753151757150192 0.52214845020905709 4.0346326431540787 7.0591742513310551 0.50485376131713844 0.0039270958022825644 0.0011063632009117299 0.021560831332180896 0.0026108696939798892 0.0029374942469625326 0.0010464603801665362 0.0017144694229500601 0.5609953751091864 1.022182299662745 0.026889778838648293 0.52501652220958384 12.647291223773815 1.0098099650867611
leaf_count=171 9 167 88 44 254 15 494 32 21 44 61 79 67 71 153 785 61 11 70 44 19 37 5 11 38 29 485 55 921 292
internal_value=-1.33626e-07 -6.75094e-05 0.027648 0.0622458 -0.00476387 -7.48484e-05 1.20553e-05 -0.0533854 -0.000707066 -0.00230407 2.46818e-05 0.00116933 0.0318013 0.000143419 0.000484364 -0.00013193 -0.00258191 -0.0426537 -0.0554939 -0.0839124 0.0220897 -0.0105137 -0.0266972 -0.0620223 0.000222362 0.000414481 -4.94359e-05 0.000201685 -0.000241765 -0.00129371
internal_weight=43.023 29.2804 0.00775123 0.00374919 0.00400204 29.2726 25.7351 0.00608393 3.53751 1.02743 25.729 1.56468 0.00211571 13.7427 6.13996 7.6027 0.543523 0.0386694 0.0347423 0.0254281 0.0093142 0.00554836 0.00386729 0.00282083 5.61781 5.05681 24.1644 10.4804 13.684 1.0367
internal_count=4633 3290 624 215 409 2666 2586 199 80 65 2387 140 155 1343 291 1052 267 206 195 130 65 56 86 81 220 182 2247 549 1698 777
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=13 23 3 9 9 9 9 8 9 13 12 10 20 3 6 20 20 15 20 13 13 4 19 16 18 17 10 18 22 7
split_gain=4.78609e-05 0.00016072 0.000662297 0.00714108 0.00190918 0.00239747 0.000912953 0.000829171 0.00255795 0.00012142 7.34773e-05 0.00396462 0.00160501 0.00352287 0.00389286 0.00154635 0.00178513 0.00122746 0.00298064 8.57255e-05 0.000231681 0.000203814 0.000125326 0.000110913 0.000739991 0.000634411 0.000231138 9.1951e-05 0.000592111 0.000887857
threshold=117.67112391160002 0.10249000000000003 92.913112988300014 202.86134752310002 194.57718764590001 190.07378137140003 184.36538191430003 8.2435668022500028 179.11733629770001 117.66037007905001 302.29409891075005 62.025417527550012 42.876019054300009 92.585121096400016 16.285380505300001 41.808689985400001 40.00488309970001 49.977661466200011 41.600558339100012 117.60660091645001 117.62810858150002 143.58239362595003 14.251149826300002 22.654947022900004 12.722397935550001 173.77968723070003 62.046925192600007 13.141419083100002 -0.61402999999999996 22.721067571950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 6 7 8 -4 10 19 17 13 14 15 16 -13 18 -12 21 -21 -1 -22 24 25 -23 -25 -26 -29 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 22 23 -24 26 27 -27 -28 28 29 -31
leaf_value=0.020372962344398862 -0.00040356563601160025 -0.00018004500470976219 -0.077201354752664028 0.00071896735624501617 0.068012076910619626 -0.04795048429398413 0.05610480901574634 -0.036349549418224179 0.10002953947099701 -0.0015729239737094494 0.09802891950365672 -0.077515084041165139 0.00093456298992084538 -0.10009060233155834 0.086953446032597151 -0.097855006557645008 0.06499486348089524 0.098353053567968696 -0.065390650075493648 -0.0017663245896832548 0.00088055390265106561 -0.001632595572880169 -0.00055791798119328993 0.0025321226868338037 -0.00061730175047501731 0.091081744224309147 0.00016694937042918169 -0.053926722201978763 0.022235391430168009 -3.6580587821870668e-08
leaf_weight=0.0049185161619708087 1.0053587443762828 2.4165893840836219 0.0012434770249328811 0.51032073877911444 0.018595356170408195 0.0037882670380611208 0.011634716920980281 0.0024703990202397108 0.0023597776762471767 0.50605639831994054 0.0025632239071885499 0.0016056106991131358 0.50781422865798864 0.0050691229102532995 0.0035162598796887323 0.0029092103614467568 0.0019422493665711693 0.0051016385712472356 0.0019768882184569847 1.0246170207930192 1.0084042204848631 0.0013320901414842759 1.5165593148960601 0.51970453298471797 2.5401647790793467 0.0016549476221994208 2.0159186018477726 0.0020351969386344084 0.017968749853347954 29.352464731406002
leaf_count=35 19 53 91 62 31 13 27 13 4 18 10 125 294 29 8 79 105 9 83 37 11 317 53 47 251 43 49 73 307 2337
internal_value=-3.72699e-07 0.000330321 0.00112308 0.00391157 0.0445494 0.0242534 0.0396996 0.00827368 0.0388675 -3.40175e-05 -1.38096e-05 0.00115272 -1.90107e-05 -0.0322105 0.00229084 -0.043813 0.000500917 0.0646938 0.0268716 -3.01539e-05 -0.000498078 1.80504e-05 1.657e-05 1.51443e-05 -3.543e-05 0.0497351 0.000651718 -4.00886e-05 9.82951e-06 1.3567e-05
internal_weight=43.0167 3.97236 1.55577 0.550413 0.040092 0.0214966 0.0177084 0.00607365 0.00360325 39.0443 38.5382 0.532498 0.522857 0.0150425 0.00997333 0.00645707 0.00354786 0.00964175 0.00454011 38.0057 3.54958 34.4562 2.52496 34.4512 31.9156 0.00298704 2.53562 31.9126 29.3725 29.3704
internal_count=4633 313 260 241 179 148 135 108 95 4320 4302 742 640 346 317 309 230 102 93 3560 101 3459 64 3424 3328 360 96 2968 2717 2644
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=8 19 22 6 9 5 18 4 22 22 6 20 16 15 4 20 21 9 21 18 13 3 3 20 16 21 22 5 6 6
split_gain=5.09105e-05 7.51067e-05 0.00024961 0.000151932 0.000263012 0.00017551 0.000101339 0.000156125 9.63914e-05 6.98813e-05 5.13815e-05 0.000152138 0.000804505 0.000117897 0.000119702 0.000106526 0.000163885 0.000551832 0.000120695 0.000117933 9.68353e-05 0.000251079 0.000240185 9.61245e-05 0.00031941 0.000105984 8.61645e-05 8.36966e-05 0.000108341 0.000209175
threshold=8.8430989333000021 14.451165964200003 -0.027754999999999998 16.445384243750002 192.39832633775004 21.556055031700001 13.581061237400002 191.74731805145004 -0.040509999999999997 -0.082275000000000001 16.465384711100004 41.489621506400006 22.594947163200004 41.54912092575001 240.79927845295001 40.300545846000013 3.6533552218000005 199.89081775665002 11.007427546000001 14.619702397600003 109.64607639220002 84.812788641250009 89.404675128050016 42.580420142950011 22.624947093000003 3.4316303497500003 -0.11692 21.990725385850002 14.845346859150002 16.395383075500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 -3 8 -8 -6 -7 15 26 13 14 -13 16 20 -18 19 -19 21 -1 -22 24 25 -17 -12 28 -27 -30
right_child=-2 2 -4 4 6 9 7 -9 -10 -11 11 12 -14 -15 -16 23 17 18 -20 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00010071446468554547 -0.00097044711027842738 -0.002201007766126212 0.0023069012792286347 0.0025453587901314387 -0.00096986020053737632 0.00088621119079222276 -0.00031595672959348794 0.0021653009698256471 0.00041037251823227783 -0.00077297999048119524 -0.0012647113092427026 0.00020902663563475172 -0.0043240159936340054 0.0013383055565873892 -0.0016760073120951589 0.0016053318953870004 -0.0037927691250500754 0.0015053303621049056 -0.0015162821055146442 -0.0003588793961767033 0.0024141275390461982 -0.0022457394012481732 -0.00063608872599153451 -0.00016417253249994927 0.0027324116550122707 0.00014577834525820234 8.800907094219311e-05 -0.00030074498433479464 0.0026877033339236089 0.00022915881185082323
leaf_weight=4.0350134770678467 0.53409318131542605 0.51948089002712539 0.5849124774907527 0.52739459113715303 1.0163601630863186 0.50907758773977452 0.50025553326122441 0.51428781600174034 1.0075983984861525 0.50630916341651744 0.50541051317738794 1.003383596730085 0.54083512671824951 0.50715820216669261 0.5071339846463897 0.52486920295110984 0.53383438596120258 0.50995501635134166 0.50702734655952486 1.0143345069268557 0.52286623729014514 0.51412809164389717 0.50992681317119093 6.0597872772385086 0.52611621150208598 7.0310835828401981 6.892594750908021 3.0140045081728166 0.52693038907091239 1.0081903119862543
leaf_count=545 204 55 90 85 37 49 4 53 8 44 223 133 98 10 123 238 200 19 57 139 66 122 45 1374 62 332 115 44 47 12
internal_value=-2.00229e-07 1.19984e-05 0.000350255 0.000125884 0.000483946 -0.000705988 0.000126145 0.000941831 -0.000282731 5.88775e-05 -4.02706e-05 -0.000234285 -0.000898989 1.90845e-05 -0.000423846 3.17057e-05 -0.000270058 -0.000931672 -0.00017977 0.000264797 3.39835e-05 -0.000164474 0.000908127 0.000163239 0.000320315 0.000215479 -4.40491e-06 0.000152484 0.000311952 0.00107305
internal_weight=43.0144 42.4803 5.68568 5.10076 3.5659 1.53487 3.0385 1.01454 2.02396 1.01539 36.7946 9.95652 2.55851 2.01768 1.51052 26.8381 8.14709 2.56515 2.03132 1.52429 5.58193 4.54914 1.03279 18.691 12.6312 12.1051 7.39801 11.5802 8.5662 1.53512
internal_count=4633 4429 425 335 187 148 102 57 45 93 4004 702 364 266 256 3302 1193 415 215 158 778 667 111 2109 735 673 338 435 391 59
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=18 20 9 5 13 12 15 20 6 3 7 6 9 20 7 0 16 6 21 10 9 3 3 8 8 3 8 21 5 23
split_gain=5.31892e-05 0.000511745 0.00106802 0.000403122 0.0101117 0.0029583 0.00208097 0.00146464 0.000616259 0.00733959 0.00475554 0.00446774 0.0027817 0.000534377 0.000239875 0.00015499 0.000106427 0.000225036 0.000239286 0.00692419 0.00172001 0.000331045 0.0031866 0.00194883 0.000310105 0.000275355 0.00022444 0.000222411 0.00661592 0.003669
threshold=13.988302431200003 34.969856643350006 190.64005357525002 18.946524085150003 112.36141910395001 217.08460102575 35.929665612950011 39.354247760400007 16.455384477450004 91.80009132230002 23.960918281000001 15.885371159150003 211.36251378275003 36.257608591500009 24.314922763450003 90.321439350550008 19.284954903400003 14.745344522600002 6.9984086918000008 75.424692849750016 64.155439819650013 82.081315180750025 81.699554126200013 5.2459061469000003 1.5487913386000003 77.817420585800008 7.8438787148500007 1.9176293050000004 14.050239455300002 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 5 13 7 -7 9 10 -6 12 -12 -5 -13 -3 17 18 27 20 -20 22 23 24 -21 -25 -27 28 -2 -30
right_child=3 15 -4 4 8 6 -8 -9 -10 -11 11 14 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.020188629770900746 0.00027254074830329464 4.6030210262234156e-05 0.086597543270377608 -0.049351494564668856 -0.038267330849873084 0.084384971871482639 -0.10003761114244569 -0.040538457644059278 -0.0011255071308228428 -0.05763546814575974 0.064197685917747174 0.10002942588097036 -0.04071782257671732 -0.10008781608097157 0.075343195000973501 0.0017919097152007406 -0.0014520817470547098 0.0020352921288777693 0.039036317313622587 0.00022500388566790651 -0.096883766938608021 -8.2799516690113564e-05 0.051530925561881116 -0.10002338135548783 0.06624285597198161 -0.028720881011672323 -0.069785629664575063 8.8547503142290815e-05 0.05570642728179781 -0.072836474905799184
leaf_weight=0.0017503850838015414 0.50356398736260555 26.762878380742187 0.002014487221458694 0.0024570174357746435 0.0069810835047974243 0.0022785910754095076 0.0016905383337419977 0.0015958156339874741 0.50826760857535191 0.011515320710543619 0.0043766287838025164 0.008185670871171169 0.0059802753189615032 0.013383817072839754 0.0075821652944796361 0.51832847328450427 0.52131060216561387 0.52478135311173524 0.001034756293552431 0.0018419753069767184 0.0092879502415375015 0.4999268388975644 0.0050797677620266759 0.002040452996681652 0.0011593521292638798 0.0018736895531148434 0.004594830927388216 13.057085413735603 0.0025271149261016914 0.018301472562928911
leaf_count=118 419 1542 18 14 15 18 93 60 49 42 27 15 33 90 34 187 62 74 37 249 130 86 13 138 44 29 54 797 14 132
internal_value=-1.40744e-07 8.42885e-05 0.0369499 -0.000146602 -0.0027472 -0.0701841 -0.00746287 0.0329307 -0.0001363 0.0111315 0.035051 0.0546432 0.00361746 -0.0922183 0.0881587 7.9201e-05 -4.80494e-05 1.96986e-06 -7.36628e-05 -0.00216467 -0.083259 -0.000543981 -0.0144413 -0.0435564 0.0257264 -0.0679941 -0.0578907 7.44954e-06 -0.00201184 -0.0572405
internal_weight=43.0137 27.285 0.00376487 15.7287 0.574295 0.0214058 0.00556495 0.00387441 0.552889 0.0446211 0.0331058 0.0261247 0.0103569 0.0158408 0.0157678 27.2812 15.1544 14.6331 14.1083 0.52684 0.0103227 0.516517 0.0165901 0.0115103 0.00300133 0.00850897 0.00646852 13.5815 0.524393 0.0208286
internal_count=4633 1865 136 2768 490 275 171 78 215 166 124 109 60 104 49 1729 2278 2216 2142 780 167 613 527 514 293 221 83 1362 565 146
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=18 23 17 19 2 17 4 12 6 20 9 0 7 13 17 20 10 22 7 6 19 21 8 8 8 8 8 8 0 17
split_gain=4.33858e-05 0.00105079 0.00522824 0.00267465 0.00241801 0.000707465 0.000516281 0.000723686 0.00049564 0.000436174 0.000948282 0.000394479 0.00714785 0.00624643 0.0126477 0.0040906 0.00163536 0.00160572 0.00326214 0.00102112 0.000391686 0.000159142 0.00326996 0.00132364 0.000187198 0.000242947 0.000490861 0.000314029 0.000125715 9.75966e-05
threshold=13.988302431200003 -0.091114999999999988 193.82504409230003 12.651020723000002 111.53582144370002 197.78839148195001 330.20885572415006 328.37985594320008 11.865277230300002 34.969856643350006 190.64005357525002 95.988709089550014 23.853977146050003 109.40142670235001 188.06121519230001 37.345948426100009 70.348883899450016 -0.10434500000000001 23.567644028800004 14.815346158200002 14.251149826300002 6.9984086918000008 8.7431769115000026 8.1436447804000007 8.0437227585500022 7.943800736700001 7.8438787148500007 3.1475436881500003 90.321439350550008 199.89028782265004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 8 -4 -6 -7 -8 -2 10 -1 12 15 14 19 -3 -16 18 -17 -14 -15 -13 23 24 25 26 27 -23 29 -11
right_child=1 11 4 -5 5 6 7 -9 -10 28 -12 21 13 20 16 17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018243906845932172 -0.025296551868684937 0.019766669894735713 0.08124584481447733 -0.098274269794835264 0.044996652495683749 -0.10004169211155148 0.03655334253230718 -0.066077956152273451 0.068219447223195034 3.209146900195174e-06 0.084261176477150243 9.9347418956604634e-05 0.022897881396471087 0.002424328000821473 -0.040219844704001896 -0.10017692098038643 -0.10012636288823716 -0.09758497962149848 0.066298683957847715 0.094722721203555682 -0.0014063266836678188 -0.0028191690269402862 -8.7489975225905689e-05 -0.071394051437458292 -0.00066662595847560607 -0.0578102221587172 0.036361965164103463 -0.054647989203756547 0.0016147096094168919 0.00099559961528845366
leaf_weight=0.0017436511776257593 0.0010708885140068439 0.0053960220678356255 0.004716586547147017 0.0082523536637104655 0.0013213430537277748 0.0010388476973546279 0.0013089900483686939 0.0014460409375365302 0.0012039030481876267 25.731396842567534 0.0018708171264734119 14.059722863118335 0.0035680336758355802 0.5405575913050098 0.0063188107502583071 0.0027994852178028192 0.016342021088160186 0.013170103166380899 0.0020310358439274978 0.004445543723704759 0.52731373114067992 0.0020238871206677833 0.49978015215310734 0.0084220521272042603 0.0036494983269115275 0.0020386338333153731 0.001307938135646225 0.0027677171157041436 0.5177216258470051 1.0306852437201772
leaf_count=118 130 19 13 39 37 70 42 36 31 1481 18 1099 43 120 24 44 267 76 7 4 154 271 4 61 35 30 24 88 187 61
internal_value=-3.56549e-07 -0.000132671 -0.0228365 -0.07181 0.0296006 -0.0180199 -0.0399674 -0.017315 0.0241955 7.58894e-05 0.0348118 -0.000103233 -0.00191011 -0.000745259 -0.0452369 -0.0566035 -0.0834219 -0.0794969 -0.0301808 0.0627428 0.000532755 3.58103e-05 -0.00168214 -0.0411172 -0.019485 -0.027924 -0.0179352 -0.0327564 7.1287e-05 4.1429e-05
internal_weight=43.0054 15.722 0.020359 0.0105271 0.00983181 0.00511522 0.00379388 0.00275503 0.00227479 27.2834 0.00361447 15.7017 1.12194 1.09855 0.0306744 0.0233966 0.0226608 0.0180006 0.00483052 0.00801358 1.06787 14.5797 0.51999 0.0202097 0.0117877 0.00813818 0.00609954 0.0047916 27.2798 26.7621
internal_count=4633 2768 398 200 198 185 148 78 161 1865 136 2370 758 612 338 146 291 127 51 47 274 1612 513 509 448 413 383 359 1729 1542
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=16 23 4 9 9 15 5 15 17 19 9 9 21 22 10 21 18 17 20 21 6 10 2 7 2 21 7 20 21 9
split_gain=4.08423e-05 0.000177043 9.10225e-05 0.000736033 0.000886422 5.80432e-05 4.72111e-05 9.26344e-05 0.00033662 0.000194463 7.70896e-05 0.000579238 0.000147576 0.000122422 0.000228319 0.000213816 0.000112757 0.00024316 7.73031e-05 0.000489613 0.000113995 0.000158771 0.000741965 0.000143504 0.000287885 0.000318704 0.000146205 0.000131085 0.000395335 0.000106074
threshold=12.644970430600003 -0.55393499999999996 143.58239362595003 203.09362050815002 190.36745536595001 19.846565044850003 17.352342178450005 28.444110612900001 172.18378740490002 12.651020723000002 204.68881850780005 202.38851837455002 11.974103517100001 -0.083330000000000001 62.245871094250013 5.4349223666500004 13.900697602550002 204.45912381470004 39.656620114300004 0.26805182810000011 16.465384711100004 61.987779113750001 121.84632764400003 22.650953015950005 118.20523333310003 5.0750534271500012 22.276766275150006 41.741384785950011 3.8092755532000004 193.70978346765003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 9 -9 -8 11 16 13 14 -12 -15 18 -18 19 -10 23 22 -22 26 25 -25 -20 29 -29 -23
right_child=1 2 5 -5 -6 6 7 8 10 -11 12 -13 -14 15 -16 -17 17 -19 20 -21 21 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00089491675213133589 0.040492577047301692 0.041185379470493041 0.0010638240137775959 0.056559064458931121 -0.051691290503870127 -0.00020790785420512635 -2.9139520369978493e-06 -0.047227780076133485 -0.00017612106227837417 0.0023780637870624167 0.00025435224365220383 -0.0032954835871069838 0.0019295505609240142 -0.0020882081830867825 0.0025122450531601167 8.4815678289649403e-05 -0.0025037401659998466 0.00055122939583896347 0.00030060980395558426 0.0032221356166675253 0.00038289097553487824 0.00051372747003838729 -0.0042215583304588845 0.00012141171423022343 0.00013725944006188662 0.0036438853691194797 -0.0020874405464355286 0.00085308792638046776 -0.0030622778512139357 -0.00029427739623200832
leaf_weight=0.50479698192176314 0.0010802629190028714 0.0017558053849303637 0.51345901313048514 0.0023561886243896879 0.0024777337166597135 9.0678610036813705 1.0034697545903597 0.0015083000682655215 1.9071731643780219 0.5211865092530682 3.0150356961230504 0.54519629438988104 0.51332114536657147 0.53274256573536805 0.52598111557003324 3.0176954126443434 0.53435149895275447 0.50846176498147599 0.50272898396110821 0.54516941394308549 1.0204562398830583 3.0206656093942001 0.53263661469068768 0.50624330964637809 8.5573616256142255 0.52141041804679844 0.52317794525254158 0.50819549073767667 0.52355897317904265 3.5157836953985679
leaf_count=1139 55 27 384 22 23 762 168 54 35 347 59 159 49 215 125 67 180 53 37 99 39 26 84 68 138 53 45 27 65 29
internal_value=-7.21367e-07 9.90138e-06 8.87219e-06 0.0117607 -0.0131719 7.04938e-06 -5.87873e-06 4.97984e-05 1.28128e-05 0.000810996 1.50836e-05 -7.35697e-05 0.000292214 0.000173694 0.000589739 -0.000241246 2.05557e-06 -0.00101418 4.98249e-05 0.00057933 -1.59826e-05 -0.000275224 -0.00119622 0.000206865 0.000327178 0.00190864 -0.000917215 -8.62245e-05 -0.00113375 7.9123e-05
internal_weight=42.9973 42.4925 42.4914 0.00658973 0.00423354 42.4848 41.9714 32.9035 31.3789 1.52466 31.3773 23.7726 7.60478 7.09145 3.54102 3.55044 23.2274 1.04281 22.1846 2.45234 19.7322 9.1213 1.55309 10.6109 9.58502 1.02765 1.02591 7.5682 1.03175 6.53645
internal_count=4633 3494 3439 72 50 3367 2983 2221 1706 515 1652 1137 515 466 184 282 978 233 745 134 611 270 123 341 259 121 82 147 92 55
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=20 22 17 22 15 22 22 22 21 22 23 6 5 12 7 12 2 23 21 23 15 19 4 2 3 20 21 22 9 8
split_gain=5.13163e-05 0.00133996 0.000882767 0.00056111 0.000933025 4.65483e-05 0.000131432 0.000618189 0.000412152 0.00202167 0.00251687 0.00124539 0.000683621 0.000630465 0.00191286 0.00072152 0.000382104 0.000469505 0.000348353 0.000108173 0.000398671 0.000278125 0.00012856 0.000197644 0.000368219 9.04817e-05 8.59714e-05 0.000215822 0.000768737 0.0108344
threshold=34.515670600900002 0.24901000000000004 199.89028782265004 0.11061500000000003 36.370482311550013 -0.036264999999999999 -0.053874999999999999 -0.066979999999999998 1.0000000180025095e-35 -0.094409999999999994 0.083555000000000032 14.825346391850003 21.100330328400002 88.990743116650009 22.650953015950005 94.177001085000015 77.002902305750027 0.081235000000000016 2.8426267373000003 0.096480000000000024 37.882159664350006 14.251149826300002 193.23397520390003 168.84984911130002 93.181958801350021 38.060777288450005 3.3686516035500005 -0.11534 185.00606802455005 8.7431769115000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 11 -11 -2 -13 14 -10 -15 -8 -18 -16 21 22 -7 25 24 -24 -21 27 -17 -29 -30
right_child=5 -3 -4 -5 -6 19 16 -9 13 10 -12 12 -14 15 18 26 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.047853692833012676 -0.04158069362242027 -0.083338348273534174 -0.037341108784164384 0.098700622853161238 0.076975993130198525 6.5651893348781017e-05 -6.9726630142568852e-05 0.003305887700134574 0.0165841131197337 0.075786336714345801 -0.10008860587239317 0.088938506241512727 0.0035303841648953158 0.02726601969881446 -0.031782159774043486 5.7791950875544708e-05 -9.2842138804308098e-05 -0.0043549282151912616 -0.10010381529607174 0.00012890031347424904 0.002920889984958909 -0.0022822607573623637 0.0034997227704765075 6.8201314444886992e-05 -0.00029333083516229746 -0.0017654494490524069 1.4431027571352053e-05 0.0003758378848108374 -0.051359544036549069 -0.00019766622311224709
leaf_weight=0.0010511212409586614 0.0011847439650392311 0.0012845690946694079 0.0014391720088240559 0.0016528871159846555 0.0013913331240473781 7.0520336311092091 3.508478213450867 0.55879092395880547 0.0044028501892875438 0.0012299863910695038 0.0024040089351018371 0.0044956205142625549 0.0011839824114989739 0.009660380922130396 0.0010368273269705242 2.5114688945375403 0.50901404784349336 0.52508126477602313 0.0026631484442720676 0.5017086827704158 0.59549909573838977 0.54339272460805421 0.52404044477468514 3.505477502007031 0.50024902087170631 0.5068743801213893 20.214148708472308 0.85876498186893613 0.045116943853592661 0.50128456321870374
leaf_count=206 101 57 82 10 13 814 20 133 36 24 33 17 146 30 7 327 23 55 63 13 74 163 53 88 3 32 1712 27 258 13
internal_value=-6.09932e-07 0.00867361 0.0300297 0.053705 0.023255 -1.98585e-06 -7.32635e-05 1.75931e-05 -5.8464e-05 0.0197511 -0.0405608 0.0516803 0.0711341 -6.7076e-05 -0.0279565 -5.77149e-05 -0.000567648 -0.002257 -0.0809583 0.000149924 0.000462276 -0.000102323 0.000197919 0.000425262 0.00164725 -0.000823126 -6.86535e-05 -0.000497461 -0.00148987 -0.00442216
internal_weight=42.9965 0.00681908 0.00553451 0.00409534 0.00244245 42.9897 29.2604 24.7178 24.159 0.0104983 0.003634 0.00686435 0.0056796 24.1485 0.00810283 24.1404 4.54257 1.0341 0.00369998 13.7293 6.13385 7.59543 5.53835 4.52977 1.02429 1.00858 24.1308 3.91664 1.40517 0.546402
internal_count=4633 368 311 229 219 4265 3025 2927 2794 321 57 264 163 2473 106 2367 98 78 70 1240 263 977 189 144 56 45 2337 625 298 271
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=0 20 14 10 17 5 5 21 22 16 22 18 6 6 23 16 20 15 22 20 6 0 8 6 22 3 15 13 6 16
split_gain=5.1438e-05 0.000379666 0.00630795 0.0076449 0.00739874 0.00704471 0.00304999 0.00210322 0.00193852 0.000751019 0.000186839 0.000457797 0.000174179 0.000122707 0.000396149 0.000112178 0.00033396 0.000106867 0.00111252 0.0001514 0.000241281 0.000111203 0.000239444 9.11359e-05 0.000278983 0.00165941 0.000769334 0.000920386 0.000917852 0.000480266
threshold=86.345209775600011 41.965446242000006 180.60078875305004 61.944763783650011 187.63270803470002 22.825270530250005 24.800945798900006 13.291307514850002 -0.098419999999999994 19.314954833200002 -0.092084999999999986 13.278511569200001 16.395383075500003 16.485385178400005 0.10487000000000003 22.634947069650003 40.636252116050009 37.882159664350006 -0.070854999999999987 42.654057868200006 16.405383309150004 86.420486603250012 8.7431769115000026 16.455384477450004 -0.160525 91.496295553550013 28.826925781250004 106.01665791610002 13.775321858200002 16.094962363000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 7 -4 -7 -5 -6 -8 11 -1 -12 14 -14 16 -15 23 19 20 -19 -21 -23 24 25 26 27 28 29 -2
right_child=17 2 3 4 8 6 9 -9 -10 -11 12 -13 13 15 -16 -17 -18 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033803543976239207 0.029262023315456655 -0.00034532307704211279 -0.10017102748626845 -0.06097172060985219 -0.019215319648735296 0.079680268386500844 0.0075194245277532216 0.09825478251153634 -0.10015277589357439 -0.098406843765327323 -0.0020031427554386585 -3.2117327128620265e-05 0.002843097858431386 0.0006178748549127951 -0.0010728035126404702 -7.2372376863847831e-05 -0.0029765987456916204 -0.0023685393522236945 0.0046557742149789692 -4.9210745027591349e-05 -4.1777253370260187e-05 0.0029434211144177651 -0.0001238026897511906 -0.00043242801540414958 5.2856246727116307e-05 0.088559778196016806 -0.059144867400183682 0.097481409917772405 -0.080691562335920244 -0.043506296227876579
leaf_weight=0.53194442590518543 0.0044685298458194689 1.0103946100312808 0.0039272490763766479 0.0011427477283425516 0.003423666182464479 0.0097007081747015889 0.0014775038780304181 0.0030270309004105656 0.021811841158601908 0.0012236867824662601 0.50947047820759461 1.5064742863449394 0.52585789266595362 0.5086629187913656 0.5078241580449685 5.4332529031718764 0.52552494225948898 0.52304450034391115 0.56778520367640695 1.0007608374580743 3.0129272300328012 0.51756657895245417 0.50077160746150184 4.5310383433623533 21.221019915229171 0.0024612149563107985 0.0019690679907873329 0.0010587913311894681 0.0012365272855063836 0.0011379489954093103
leaf_count=323 448 97 12 94 26 24 171 13 130 68 25 53 47 41 10 92 73 101 148 5 28 38 4 113 2235 39 50 13 35 77
internal_value=-5.92854e-07 -0.000185943 -0.00198955 -0.0383149 -0.0687821 0.0165501 0.0535116 0.054618 -0.0891721 -0.040467 3.61232e-06 0.000858399 -0.000213901 -9.23774e-05 0.000919306 -0.000254073 -0.00120867 6.39576e-05 0.000439489 8.54139e-06 -0.000385954 0.000699407 0.0014351 -2.52866e-05 6.15943e-05 0.015098 -0.00321905 0.0107172 -0.00270744 0.0144922
internal_weight=42.9924 11.1051 1.05613 0.0457344 0.0294053 0.0163291 0.0124019 0.00416978 0.0252355 0.00270119 10.049 2.03842 8.01059 7.50112 1.03368 6.46744 1.03419 31.8872 6.12286 5.55507 3.53597 2.0191 1.01834 25.7644 21.2334 0.0123321 0.00987087 0.0079018 0.00684301 0.00560648
internal_count=4633 1299 635 538 263 275 263 107 156 239 664 376 288 263 57 206 114 3334 324 176 129 47 42 3010 2897 662 623 573 560 525
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=8 20 14 19 22 16 17 21 0 15 17 18 8 16 9 8 20 4 23 4 15 21 16 15 5 21 20 20 9 5
split_gain=7.35305e-05 7.87885e-05 0.000153669 6.46511e-05 0.000197323 0.000390011 0.000361271 0.000270333 0.000199086 0.000174428 0.00013161 0.00128401 0.00110656 0.000112555 0.00022822 0.00123381 0.000715895 0.000568188 0.00047762 0.000387435 0.00037735 0.000323498 0.000160664 0.000634247 0.000150904 0.000106389 0.000381068 0.00018416 9.47376e-05 0.000190865
threshold=8.8430989333000021 33.036871954450007 144.12207640715005 14.351157895250003 -0.066979999999999998 22.604947139800004 191.20566072810004 15.109659503850002 86.538778761000017 36.370482311550013 162.04221493815001 12.722397935550001 5.1459841250500009 22.594947163200004 184.36538191430003 8.0437227585500022 42.388109226950007 292.86872700255009 0.084995000000000029 377.6847677435 27.220712026400005 12.944362924650003 22.624947093000003 36.136500007950012 22.665750084250003 5.2921303083500009 40.574766824850009 41.11191809080001 204.20786774030003 24.225659292200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 7 -6 -7 9 -8 -5 -4 12 -12 14 15 16 17 -13 19 21 -20 -18 23 -15 -24 26 -11 -27 29 -26
right_child=-2 2 3 4 5 6 8 -9 -10 25 11 13 -14 22 -16 -17 18 -19 20 -21 -22 -23 24 -25 28 27 -28 -29 -30 -31
leaf_value=-0.020916419716019943 -0.0011687605787440939 -0.021517904720908539 -0.035702891863333558 0.0015989524986468259 0.0033045613513659859 0.00267618322404397 -0.0018433638623512436 0.002193406316384212 0.0003379870077056962 -4.2313269301139493e-05 -0.0057786120597866997 -0.10000791867215593 0.10001792167679967 0.00014442754077306072 2.4841673864886605e-05 0.098021884842796878 -0.048959563648784288 -0.0014301508174879806 0.019698654727714055 0.03434255218438767 0.095690090367876041 0.010513596373676638 -0.00061418954037726183 -0.0041353279715048872 0.0025263111332945922 -0.0013284622763117418 -0.003207846801274998 0.00012753998810553489 -0.00018894552714289001 -0.0002092351023104794
leaf_weight=0.0017984204958939589 0.53226760289611164 0.0033140131889471949 0.0010364092531237592 0.53461769676755189 0.54039764010927926 0.56731601419994637 0.52787930963188534 0.51663346066388349 2.0173622039501424 1.360386167932061 0.0016906698966988589 0.0010876546462943457 0.0023808251554342519 1.0009524822235096 22.2217550308714 0.0015192433256743252 0.001909098121108066 0.0012644385484072707 0.001653604240485107 0.001989930586136307 0.0010803924909623674 0.0017557066554581002 3.0165821330629115 0.52942698363556662 0.51840013164587639 1.0147605180318349 0.5278361558562209 6.0355048921505237 1.0006613051373277 0.5020899690166658
leaf_count=258 204 32 354 124 78 32 51 37 49 43 241 241 15 4 1546 5 220 177 108 233 10 91 53 58 22 28 161 117 8 33
internal_value=-7.0549e-07 1.39387e-05 1.48253e-05 1.65063e-05 0.000195835 0.000824753 0.000394213 -3.41418e-05 -0.000114422 -0.000155625 -6.84212e-05 -6.71392e-05 0.0560864 -7.50771e-05 3.2367e-05 0.0136723 0.00174136 -0.0470145 0.0154119 -0.00117964 0.0497282 -0.0204676 -0.000438791 -0.00133613 -0.000166193 -0.000260568 -0.000927211 -8.20257e-05 0.000502444 0.0011804
internal_weight=42.9873 42.455 42.4532 42.4499 13.6427 3.65296 3.11256 9.98974 2.54524 9.47311 28.8072 28.8062 0.0040715 28.8021 22.234 0.0122601 0.0107408 0.00235209 0.00838873 0.00565474 0.002734 0.0036648 6.56811 1.53038 5.03773 8.93849 1.88822 7.05027 2.02115 1.02049
internal_count=4633 4429 4171 4139 720 210 132 510 100 473 3419 3065 256 2809 2631 1085 1080 418 662 544 118 311 178 62 116 349 204 145 63 55
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=15 7 16 17 19 15 15 22 23 15 10 23 19 22 0 21 12 21 5 17 20 15 6 10 5 9 3 18 18 5
split_gain=6.96306e-05 0.00020712 7.85276e-05 0.000112451 8.58584e-05 7.50721e-05 0.000251295 0.000207933 0.000807089 9.47431e-05 0.000238519 8.58037e-05 0.000319178 7.51205e-05 0.000154779 0.000119269 0.000112627 0.000111682 0.000671317 0.000244256 0.000142827 0.000142712 0.000175999 0.000102071 0.000144561 0.000576261 9.27747e-05 8.83727e-05 0.000278438 0.000107641
threshold=46.435439118750004 23.543468673550006 22.834946602000002 162.04221493815001 14.651182102100002 41.29990759910001 40.726271367500011 -0.074029999999999999 0.10249000000000003 43.79812286300001 62.025417527550012 0.13026500000000005 14.351157895250003 -0.094409999999999994 86.103248543850015 6.7841715403000018 207.49943573995003 4.4218562789000009 20.911722254300006 198.79333437865003 39.656620114300004 31.445204138150004 16.605387982250004 61.944763783650011 21.482549112100006 201.16241229375001 82.912048743050008 13.900697602550002 15.365045726500002 20.769304081650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 11 9 -9 -7 -11 13 -13 14 -5 -16 -17 18 19 21 -19 -15 -23 -22 26 -26 -25 29 -29 -28
right_child=1 -3 -4 4 -6 7 -8 8 -10 10 -12 12 -14 17 15 16 -18 20 -20 -21 23 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.032991478079831764 -0.0022972991396097166 0.00016613895197814651 -0.0011612823905455285 0.0018830604123129464 0.00131913830827613 0.0002755686394457976 -0.0022088739492484412 0.0044613101036246328 -0.00031864193281963028 -0.0023921377434255177 0.00025385393694962738 -0.00010780553285123155 0.0027756301279451005 -0.00015560603760442549 0.00025611583994746408 -0.0019314456148006095 0.00016364348392766074 0.0016295348603346034 -0.0038769382551378379 0.0018561887822569373 -0.001435931501004192 -0.0027586717687971083 -0.00012120755690552055 0.00020128561501774617 0.003462631046926885 -0.0012552386170583381 0.00033651404064167568 -0.0028613486785722935 -2.4435995677966574e-05 -0.00054924657239281683
leaf_weight=0.0010306286554130342 0.51461686014158559 1.013410876569999 0.55164517450421513 0.51961978140796006 0.51864191758494271 4.3772915416808473 0.52598715376643568 0.54050110341184754 1.0196050656904845 0.51453222640492402 1.0082759027216068 1.511156141961137 0.51463163809655998 5.0356605933511647 6.5456338234294149 0.52278025040206433 0.50391896633007238 0.52638029292132138 0.53461192212912489 0.53480700741080678 0.51068890439219572 0.51260429334513424 0.4996003583073616 6.0295266323228329 0.52597159979080987 0.50986760622231131 2.514192792129279 0.52890922162045928 1.0002479194484548 3.0198853427924632
leaf_count=380 129 78 90 417 49 62 58 79 35 50 37 110 21 272 818 263 316 157 192 263 58 74 2 292 50 19 63 135 24 40
internal_value=-5.68984e-07 -0.00066351 2.38651e-05 3.98474e-05 4.06796e-05 2.42619e-05 -4.06345e-05 0.000310691 0.00133738 3.92141e-05 -0.000640184 -5.43572e-06 0.000624703 -4.74615e-05 0.000213503 9.89367e-05 -0.000903145 -0.00014223 -0.000469027 -0.000192253 1.11371e-05 -0.000373395 -0.00145688 -4.70551e-05 3.14687e-06 0.00114037 -8.6825e-05 -0.00033277 -0.00100568 -0.000146836
internal_weight=42.9862 1.52803 41.4582 40.9066 40.9055 40.3869 32.9267 7.46021 1.56011 5.9001 1.52281 32.4007 2.02579 30.3749 8.09195 7.57233 1.0267 22.283 7.11728 6.58267 15.1657 6.04787 1.0122 14.6393 14.1286 1.03584 13.0928 7.06324 1.52916 5.53408
internal_count=4633 207 4426 4336 3956 3907 3644 263 114 149 87 3586 131 3455 1814 1397 579 1641 803 611 838 348 76 681 623 69 554 262 159 103
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=15 2 16 19 18 22 15 21 21 20 2 18 2 10 22 18 7 6 5 6 7 6 16 8 18 18 7 6 22 22
split_gain=7.57185e-05 0.000325231 8.27773e-05 9.27723e-05 0.00027828 0.000394977 0.00111997 0.000190037 0.000116378 0.000305132 0.000233432 0.000516018 0.000111298 0.00546088 0.00414385 0.00189153 0.00174874 0.00103038 0.00248058 0.00201025 0.000995578 0.00150336 0.00172194 0.000936657 0.000674798 0.000475226 0.000834616 0.000819549 0.000380131 0.000263955
threshold=45.793006327050001 247.02271001585004 22.834946602000002 14.351157895250003 13.876389391100002 -0.066979999999999998 37.491361913600009 14.202008575100001 5.4279412736500001 41.289992964000007 108.01392853780001 12.964611930900002 197.03438354685002 62.020040611300011 -0.086800000000000002 12.722397935550001 22.093462376800005 16.385382841850003 22.533652790000001 13.665319288000001 25.070284486400002 13.775321858200002 18.924955745200005 8.1436447804000007 12.351257465600002 16.922055371600006 24.227986230350002 8.5551998908500018 -0.63026499999999996 -0.16164499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 8 -7 12 9 -5 11 -10 15 14 -14 16 24 18 19 23 -21 -22 -23 25 -1 26 -15 -27 -17 -30
right_child=1 -3 -4 4 -6 6 -8 -9 10 -11 -12 -13 13 17 -16 28 -18 -19 -20 20 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.036634876883039881 -0.0027430526193303606 0.00014747002100949758 -0.0011878497626826041 2.7637703715524932e-05 -0.0019641024217686115 0.00036696971465722487 0.0053963458612851225 -0.0019432655916842611 -0.00060025651618032935 -0.0026363400038607724 3.4303739722307862e-05 0.0038699576504944767 -0.062516264286335693 0.030613877462331643 0.099349621159255622 -0.060935891154061672 0.10004044438966818 -0.0002159783782357187 -0.08061821216437294 0.088292708197768119 0.10000945017563932 -0.10000885296306733 0.042401789360973136 -0.08132855790211263 -0.073446444151780269 -0.030632677316679676 -0.070539912441766536 0.072503413873333158 0.018035064245168084 -7.2772413787882892e-05
leaf_weight=0.0012536738481027645 0.52387066060207788 1.514902109846737 0.55137276069689178 2.373466869768889 0.52944920754959035 2.0213664712355217 0.56696053652467515 0.52218346400613214 0.50528438368564799 0.52507841257647658 5.034637974299585 0.5281442688574316 0.0019155973683743785 0.0017208473604930267 0.009070720115395392 0.0010260393931095227 0.0035992292105220258 1.0080313845464912 0.0021334829279813219 0.0059042192620157863 0.0019842784386128187 0.0013108977736351335 0.0024099150667780123 0.0013574297987029027 0.0010018772360895212 0.0011898844691533802 0.0015507365062687462 0.0021857999793716831 0.00805243692076274 26.7334259461568
leaf_count=216 161 97 89 42 154 40 93 390 17 100 73 66 79 100 26 48 4 26 54 54 10 88 15 51 157 358 103 83 394 1445
internal_value=-4.68863e-07 -0.000595261 2.91461e-05 4.57572e-05 0.000277715 0.000380436 0.00146863 -5.32516e-05 6.63143e-05 -0.000454948 0.000315307 0.00168429 -1.77365e-05 0.000996824 0.0711263 -5.72125e-05 0.0567762 0.000248638 0.0217844 0.0329231 0.0595065 0.0297155 -0.0077716 -0.00563122 -0.0122614 0.00982683 -0.0173332 0.0361493 -6.96551e-05 -6.73198e-05
internal_weight=42.9858 2.03877 40.9471 40.3957 12.0844 11.5549 2.58833 28.3113 8.96661 2.89855 6.06807 1.03343 27.7891 1.04077 0.0109863 26.7484 0.00585478 1.02978 0.0217475 0.019614 0.0116093 0.00570509 0.00372081 0.0080047 0.00225555 0.00664727 0.00327158 0.00337568 26.7425 26.7415
internal_count=4633 258 4375 4286 585 431 133 3701 298 142 156 83 3311 1047 105 2264 377 942 916 862 167 113 103 695 373 644 203 441 1887 1839
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=8 15 21 19 9 19 2 22 5 15 17 9 21 16 23 15 18 20 22 7 22 10 20 23 23 15 20 15 23 7
split_gain=6.38664e-05 6.4543e-05 0.000302168 8.85784e-05 0.000261648 0.00023126 0.000386786 0.0001377 0.000208005 0.000119376 9.80718e-05 7.78241e-05 5.12675e-05 0.000278801 0.000160987 6.42306e-05 0.00114087 0.00538992 0.00150233 0.000877058 0.00048291 0.00587613 8.83189e-05 0.000187242 8.11712e-05 6.46853e-05 0.000208353 9.17812e-05 0.000494936 0.00174894
threshold=8.8430989333000021 45.793006327050001 14.028898926300002 14.451165964200003 201.16241229375001 14.551174033150001 116.68694986600001 -0.077679999999999985 20.497141515850004 41.29990759910001 162.04221493815001 194.29956510785004 14.849677877150002 22.604947139800004 -0.55393499999999996 41.29990759910001 12.880535946600002 40.986363433950011 -0.14314999999999997 22.093462376800005 -0.63026499999999996 61.923256118600001 41.16018805045001 0.096715000000000009 0.10646500000000002 39.864684991950007 42.431220712750012 39.203018015350004 -0.249005 23.960918281000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 -5 8 -7 -8 -1 -9 14 -14 -12 16 17 19 -19 -16 -18 -22 24 -24 -17 27 -27 28 29 -23
right_child=-2 2 -4 4 -6 7 9 11 -10 -11 12 -13 13 -15 15 22 20 18 -20 -21 21 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.031294886307986401 -0.0010887133694994695 -0.002585678624527841 0.00018759195396865437 0.0032386623981057482 0.0025275724259488986 2.5510906923558694e-05 -0.00056979125113181439 0.0010928643276716429 -0.002831251555185571 0.00096593814073765369 0.039314706364737328 -0.00062282610797035069 0.00093580486068120376 -0.002350453170696671 -0.0032667530588200268 0.0004743938477020058 -0.063958018535110864 0.031368747939184503 -0.10026647408262622 0.10002082919621978 -0.10022143407946341 0.074564395523527158 -1.8720054360092115e-05 0.001449649381684107 -0.00084531386735235865 -0.0022021350614830448 0.00064579847251909736 0.0013309233826091361 -2.041045876970574e-05 -0.072379860160690757
leaf_weight=0.0010023434230664865 0.53237037437276669 0.53149486231868026 1.5064791016662153 0.52666322614459149 0.532332380078543 0.50170717962828348 1.014339044321787 0.50932586417911807 0.51805205395430676 1.0103164743077284 0.0010418526869021552 0.54975682975782547 0.51583956423144772 0.51680523264803924 0.0012285870377627406 0.86833454138365951 0.0011820317046432596 0.0010055203366436949 0.006293831801928329 0.0024848895482136868 0.0058535981882873447 0.0029879046082313598 2.0122248527899274 1.5277697029516732 1.0060419128567444 0.52104530922241454 0.50669746001426574 0.5161165384765799 27.236338943882178 0.0011112000845164074
leaf_count=375 204 204 35 48 97 10 35 48 40 20 48 15 306 26 111 40 53 87 76 7 49 53 49 28 11 46 22 26 2385 79
internal_value=-2.26938e-07 1.34233e-05 -0.000535665 4.11125e-05 0.000427975 0.000186583 0.000824525 -0.000596349 -0.00142576 0.000196548 -1.55427e-05 0.00020227 -1.46533e-05 -0.000708861 6.2969e-06 5.10001e-06 -5.43035e-05 -0.0322343 -0.0821331 0.0658486 -4.19944e-05 -3.93703e-05 0.000321103 0.00061499 -0.000233938 -1.89971e-05 -0.000798048 9.84878e-06 -1.51812e-05 0.0347302
internal_weight=42.9842 42.4519 2.03797 40.4139 5.16249 4.63016 2.55132 2.07884 1.01976 2.02466 35.2514 1.05908 35.2504 1.03264 34.2178 34.2167 28.8023 0.0110128 0.00729935 0.00371348 28.7913 28.7902 5.41437 3.53999 1.87438 28.7843 1.02774 27.7566 27.2404 0.0040991
internal_count=4633 4429 239 4190 313 216 103 113 50 55 3877 63 3502 332 3170 3122 2994 281 163 118 2713 2660 128 77 51 2611 68 2543 2517 132
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=8 20 18 7 19 20 18 2 6 7 5 17 18 22 0 19 20 8 20 22 22 20 16 16 20 20 21 22 3 21
split_gain=5.16853e-05 6.57791e-05 5.38068e-05 8.87146e-05 6.50516e-05 0.000426131 0.000229927 0.00090363 0.000404783 0.000182369 0.000118952 0.000344082 0.00013062 0.000130548 0.000451371 0.000115525 9.32925e-05 0.000133311 8.86991e-05 0.000769887 0.000264908 0.000236387 6.46152e-05 0.00015278 9.32129e-05 0.000106249 8.84223e-05 0.00255017 0.00201402 0.00200204
threshold=8.8430989333000021 32.724174661450007 12.880535946600002 22.343045670750005 14.351157895250003 40.040404835300002 13.317304170000002 142.82105631415001 16.515385879350003 23.109894804950002 22.665750084250003 193.09202135800004 13.845746551550002 -0.086800000000000002 86.681267041950008 14.551174033150001 40.621691032550004 8.4434108459500017 34.424709467050008 0.18839000000000003 -0.63026499999999996 33.361153777850006 22.594947163200004 22.624947093000003 40.300545846000013 40.003678352300007 11.007427546000001 0.050115000000000014 93.14163192940002 11.534227923400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 18 -6 7 -7 9 -8 12 -12 13 -11 -15 -14 -9 -18 19 21 -20 -4 24 -24 25 -22 -26 28 29 -28
right_child=-2 2 4 -5 5 6 8 16 -10 10 11 -13 15 14 -16 -17 17 -19 20 -21 22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.021152561491626642 -0.00097915376245092311 3.8882470001451073e-05 0.074700253373161815 -0.0015821672537480996 0.0029794044841265849 0.0044748929393248083 -0.0018341372341411746 0.00087257842963659816 -0.0028842979053952671 -0.00045292686105585176 -7.0457873229190679e-06 0.002949806757310906 -0.0022023722486538243 -0.00019281372027235848 0.0032289187796702926 -7.0559583613620958e-05 0.00050697617219183525 -0.0011189976475902929 -0.045603589315596882 -0.045306740705565646 -0.00015097174848450863 0.013317821834521499 -0.0011995760558160538 -5.8187795615785185e-05 0.00013319932319443015 -0.0016487033724560175 -0.073552547613796634 -1.4491677987023974e-05 0.089211275022443526 0.030734390883966428
leaf_weight=0.0014684344801229035 0.5327215016402026 0.86676979112168939 0.0014198765531806814 0.55298225891239383 0.53772279023411229 0.55552057478234873 0.51052656310907263 1.0079632203505755 0.52330547500909563 2.0072003007080617 1.5006311107135846 0.53345476017130966 0.51499587871376185 1.5014225260820264 0.51870010109269049 0.50197687281084313 1.0089961391238378 1.0079667156641994 0.0012765539752582758 0.0013745064073472368 7.1019981040042461 0.0011240697761695229 1.5290042156038328 5.0330592179268159 14.09478343085569 0.507496203724079 0.0020958947560399946 0.5036147709250739 0.0051701125708092368 0.015125882354083742
leaf_count=240 204 498 28 21 82 114 33 23 63 17 8 95 72 9 73 17 41 33 46 12 785 55 55 105 1279 94 22 90 14 405
internal_value=-2.83504e-07 1.2001e-05 1.27331e-05 -0.000592504 3.36771e-05 0.000226895 0.000100312 0.000767794 -0.000194291 -8.79727e-06 0.000122855 0.000768412 -0.000137462 0.00011825 0.000685773 -0.00115011 8.69944e-05 -0.000305596 -4.83829e-05 0.0149959 -5.04303e-05 0.0475778 -4.84106e-05 -0.000324139 3.29804e-05 -0.000250859 0.000180707 0.00145371 0.0344749 0.0180426
internal_weight=42.9819 42.4491 42.4477 1.41975 41.0279 12.2304 11.6927 3.58045 8.11221 7.58891 7.07838 2.03409 5.0443 4.02732 2.02012 1.01697 3.02493 2.01696 28.7975 0.00391845 28.7936 0.00254395 28.7923 6.56206 22.2303 7.60949 14.6208 0.526007 0.0223919 0.0172218
internal_count=4633 4429 4189 519 3670 680 598 211 387 324 291 103 188 99 82 89 97 74 2990 95 2895 83 2849 160 2689 879 1810 531 441 427
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=15 21 19 15 15 23 23 3 21 0 8 0 8 21 22 6 3 23 15 13 13 15 13 7 0 0 15 15 23 7
split_gain=6.72921e-05 0.000299852 6.86806e-05 6.13572e-05 0.000194561 0.000160878 0.000949038 0.000123297 0.0021345 0.00202405 0.00129632 0.000801329 0.000631887 0.000293767 0.000278276 0.00159005 0.00167162 0.000535505 0.000748193 0.000704878 0.000487043 0.000445804 0.000325127 0.000244529 0.000174182 0.00015112 0.000183512 0.00013877 0.000297831 0.00235617
threshold=45.793006327050001 14.028898926300002 14.651182102100002 41.29990759910001 40.726271367500011 0.10249000000000003 0.076615000000000016 93.883646373400012 15.004713615700002 85.398872513700013 8.6432548896500023 80.503190258150013 5.1459841250500009 9.2861839891000013 -0.160525 16.545386580300001 91.496295553550013 0.10821500000000002 28.826925781250004 105.40368946235002 101.31185618785001 23.116804452750003 95.937628385050019 23.109894804950002 85.799452775150016 85.990333302400003 39.864684991950007 39.203018015350004 -0.249005 23.989000783400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -5 14 9 10 12 -12 13 -9 15 16 17 18 19 20 22 -22 -1 -18 -16 -26 27 28 29 -27
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 24 -17 23 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.021224252128243498 -0.0025997351671554515 0.00016040228848962355 0.0011681249945369426 -9.6309187479240671e-05 -0.0019526503835051896 -6.2033589674818666e-05 0.0045862363106081968 -0.038386497600317454 -0.00039662215056197571 -0.071288957013705898 0.013041007293068807 -0.1000579841932588 0.064126550456348588 0.032546540021955929 0.0018295515941567136 -0.10003487606290129 0.049926538730026643 0.05481633934451749 -0.067985685292348857 0.072295362725575643 -0.0022618819382378124 -0.096268428609287401 0.042048880456927451 0.097644661382903383 -0.0017090957239598488 0.082286436311509545 -0.0018623981749238253 0.0016578318471030607 2.3101083342121924e-06 -0.076862559405301886
leaf_weight=0.0014909033974720709 0.53282775999796372 1.5061856586411719 0.52139279019013329 2.0033160419385747 0.52649800647770817 4.9377662496387984 0.55212299782195362 0.0013319309690651418 0.49977833907204838 0.0084105811404850961 0.0010170854972386678 0.0016311369254324859 0.0025937509025126815 0.0010395443918249647 0.51399376300827881 0.0011412127367265166 0.0020711831215329832 0.0015048525379237352 0.0017560577912487663 0.0012734565644620943 0.0010099607045788161 0.0010078858327284834 0.0017837119366987952 0.0022302934344224923 0.5247505914656071 0.0026754724680170738 0.51889300292779594 0.51742932524893959 29.791162048946642 0.0014260930592961477
leaf_count=340 221 37 70 38 70 67 122 498 41 34 40 23 24 85 24 11 29 39 52 20 26 39 116 19 41 33 39 27 2322 86
internal_value=-1.83057e-07 -0.000560867 2.77401e-05 1.30302e-05 -4.57432e-05 0.000271302 0.000915392 -1.47574e-05 -0.00154849 -0.0374745 -0.000119623 -0.0566208 0.0300155 -0.00729276 1.00533e-05 0.0135066 0.0226779 -7.97305e-05 -0.0100065 0.00550004 -0.0105721 -0.0492168 0.0132412 0.0746681 3.58695e-06 -2.63443e-05 2.29596e-06 3.42158e-05 6.01984e-06 0.0269512
internal_weight=42.9815 2.03901 40.9425 40.4211 32.9279 7.49321 2.55544 32.4014 0.515802 0.016024 0.00761345 0.00264822 0.00496523 0.00237148 31.8856 0.0152695 0.0141283 0.00982683 0.00832198 0.00656592 0.00529246 0.00201785 0.00327462 0.00430148 31.8703 31.3563 30.8316 30.3127 29.7953 0.00410157
internal_count=4633 258 4375 4305 4078 227 160 4008 745 704 670 63 607 583 3263 691 680 632 593 541 521 65 456 48 2572 2548 2507 2468 2441 119
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=5 5 20 22 15 13 6 18 7 7 13 6 6 13 13 23 21 6 15 18 18 23 9 12 18 5 7 18 19 19
split_gain=6.1877e-05 0.000190014 0.000284093 0.000266723 0.00302633 0.00162466 0.00194305 0.00083263 0.00518501 0.00259605 0.000540105 0.000775708 0.000425404 0.000450187 0.000240452 0.000461123 0.000185308 0.000173134 0.000154526 0.000123698 0.000151454 0.000108541 0.000549053 0.00246118 0.00048397 0.000298963 0.000241786 7.56488e-05 6.20902e-05 0.000138022
threshold=23.714185006400005 22.958759589950002 42.154118731400011 -0.15022499999999997 40.726271367500011 115.86448004795001 16.345381907250005 12.854871756700001 22.375171215700004 22.093462376800005 108.34217419895002 13.825323026450002 13.665319288000001 101.31185618785001 95.937628385050019 0.074735000000000024 3.3335862513000003 16.405383309150004 30.108785229950005 13.602243858600003 13.360173059150002 0.13026500000000005 179.11733629770001 202.20743612260003 16.161386252450004 19.327153142150006 23.883283491600004 13.278511569200001 14.651182102100002 14.551174033150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 10 8 9 -5 11 12 13 14 15 -1 -16 -2 -12 20 27 22 23 -9 26 -23 -25 -19 29 -24
right_child=17 2 -4 7 -6 -7 -8 21 -10 -11 18 -13 -14 -15 16 -17 -18 19 -20 -21 -22 25 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.034513186636368869 -0.0020626665922580177 0.0029923684002882878 -0.00031180565993150057 -0.034575537884287334 -0.098127875848064483 0.054001793226465138 -0.10003295833261597 -0.10004258736258138 -0.10029235732774638 0.076687112575987287 0.073888991371043156 -0.080423014465835094 0.063036262799742851 -0.058787648468459908 0.065186414901063153 -0.056409994783744567 0.0056748327316469447 -0.00038780428115518003 0.020798024771225262 0.0013275656124296926 -0.0019218233228789638 9.6448818245657098e-05 1.4985871278709051e-05 0.020482739688874398 -0.01962198293592422 0.0027743213128804439 0.086825464610520861 0.00064616054654979393 0.001075041234881686 -0.0008280348456466488
leaf_weight=0.0010667147306616456 0.51819440516327286 0.53167576194695942 0.50965426800659586 0.0039329136868947456 0.0033635989993854301 0.0049401397764086133 0.0021590523622592181 0.0027874560429602168 0.0054683467460563415 0.0044925543925273814 0.0011400139848092303 0.0012371767513055382 0.0010867922010220354 0.0012289919778759595 0.0010019282232249793 0.0011691178357913293 0.0010951319588984321 2.3746612162237444 0.0010561038458956062 0.51409450241690269 0.51415796477438735 2.006389623701224 31.857235691366284 0.0010777300413620239 0.0014833503756064795 0.52625650214372388 0.001120477956139565 1.0079568066676072 0.5101848404519832 2.0681776471865296
leaf_count=155 149 78 67 31 8 35 20 272 4 17 18 109 10 97 44 369 144 647 22 59 61 85 1698 51 176 32 34 24 31 86
internal_value=-1.76265e-07 4.3009e-05 0.00137522 5.52453e-06 -0.0113854 0.00559638 -0.0139387 1.18515e-05 -0.0244638 0.024751 0.00449835 -0.00771598 0.00581324 -0.00536814 0.0097839 -0.0130306 0.0341081 -0.00033355 0.0483578 -0.000130412 -0.00032276 2.10485e-05 -2.54124e-05 -0.0291559 0.0245153 0.000652882 0.0542992 -7.97021e-05 -1.994e-05 -3.64068e-05
internal_weight=42.9795 38.0505 1.04133 37.0092 0.0205448 0.0171812 0.012241 36.9886 0.0138938 0.00842547 0.010082 0.00788585 0.00664868 0.00556188 0.00433289 0.00223583 0.00209706 4.92906 0.00219612 4.41087 3.89678 36.9747 34.4421 0.00646901 0.00368156 2.53265 0.00219821 3.38262 34.4356 33.9254
internal_count=4633 3693 145 3548 1031 1023 988 2517 52 48 968 928 819 809 712 524 188 940 40 791 732 2465 2348 533 261 117 85 671 1815 1784
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=20 22 17 22 19 5 18 20 23 9 15 2 22 12 4 9 20 8 5 20 23 17 18 10 6 20 23 6 3 14
split_gain=5.09409e-05 0.00110681 0.000793158 0.00050308 0.000876834 5.1607e-05 0.000444185 0.00455007 0.00501885 0.000647498 0.00210443 0.000628631 0.000369048 0.000436933 0.00030871 0.0017294 0.000198717 0.000170626 0.000147634 0.000227012 0.00014673 0.000148803 0.000240073 0.000116497 8.204e-05 0.000252253 0.000694335 0.000150191 0.000485703 0.00013029
threshold=34.515670600900002 0.24901000000000004 199.89028782265004 0.11061500000000003 14.051133688400002 23.714185006400005 12.854871756700001 40.986363433950011 0.10646500000000002 177.59430306730005 32.355961258350007 285.01633004880006 -0.15734499999999998 211.51213392550002 143.58239362595003 179.11733629770001 48.109449608500007 1.8485574041500004 22.958759589950002 42.154118731400011 0.11071500000000002 199.05253715360001 13.360173059150002 62.046925192600007 16.465384711100004 41.489621506400006 0.088145000000000015 16.265380038000004 92.813640037450014 279.35216540570008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -2 10 11 12 16 -14 -11 -16 -8 -13 24 -20 21 22 -7 -9 27 -26 -27 29 -29 -17
right_child=5 -3 -4 -5 -6 20 9 23 -10 14 -12 17 13 -15 15 18 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.034003772796205298 0.07102888996870077 -0.079016516296631201 -0.037917365558193139 0.098644841299154268 0.091377428490270918 -2.426527517757417e-05 -0.027207668786999636 -0.10024922220911503 -0.055385631014303251 0.03219422830612572 0.09886233219419685 0.0074369495550742548 -0.10000543410117682 -0.016510168411852048 -0.10005339652996222 -8.5938786061717131e-05 0.030973488719677811 0.061128109177921178 0.0026764968260549918 -0.00028580660600276668 -0.0019053346824986885 0.0014737557497712071 -0.0023368603322937022 -0.064988366647811283 1.6019632714248094e-05 -0.00013622618237275362 -0.0043392765195547668 0.0033637271723495968 0.00025524598720017629 0.0014918708751802717
leaf_weight=0.0012206129236909382 0.007333769856298189 0.0011578802425576615 0.0012946120826768295 0.0014623596722054977 0.0010271106901598159 3.3804570725655756 0.0010363796680952844 0.0042123624807639528 0.0054927904557189322 0.0029853942269103531 0.0028127207481745131 0.0010056743846546716 0.0010144417375856389 0.0016399302757425793 0.0017262313267129006 19.182391148239599 0.0013540000946814512 0.0014385441888306594 0.52561777868707682 0.50941880498612591 0.51384756347198379 0.517269109259065 0.51763034980494982 0.0012050181071892041 8.0948535023024082 1.5146158282827848 0.53078008606618698 0.54431621430171517 6.5681710655389907 0.53803977666744529
leaf_count=198 32 57 82 10 21 635 167 20 18 19 6 252 264 117 14 1059 79 81 44 46 38 70 107 73 119 53 50 83 197 622
internal_value=-2.60594e-07 0.00909094 0.0294754 0.0529917 0.0232899 -1.56439e-06 3.78839e-05 -0.0155619 0.0168937 4.53688e-05 0.0251126 -0.00258646 -0.0227533 -0.0484202 3.85755e-05 3.60499e-05 0.0057483 0.0390369 4.05957e-05 0.00121853 -0.000306009 -0.000119884 -0.000331357 -0.092406 7.62038e-06 -0.000234694 -0.00122692 9.91918e-05 0.000493137 -4.28908e-05
internal_weight=42.9768 0.00616258 0.0050047 0.00371008 0.00224772 42.9707 38.0415 0.0182439 0.0128266 38.0232 0.0103017 0.00748897 0.00504475 0.00265437 38.0129 38.0099 0.00239038 0.00244422 38.0082 1.03504 4.9292 4.41536 3.89809 0.00541738 36.9732 10.1402 2.0454 26.8329 7.11249 19.7204
internal_count=4633 368 311 229 219 4265 3415 143 50 3272 966 960 627 381 2306 2287 246 333 2273 90 850 812 742 93 2183 222 103 1961 280 1681
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=15 2 19 18 5 2 22 23 17 16 21 21 17 19 10 21 10 19 15 6 22 6 6 3 5 2 6 21 12 12
split_gain=4.998e-05 0.000274009 7.5547e-05 0.000191357 0.000302603 0.00016093 0.000170353 0.000179152 0.000162965 0.000157037 0.000147859 0.000107771 0.000283588 0.000119538 6.28035e-05 8.69548e-05 6.15943e-05 0.000181969 0.000108159 0.000104092 0.000677964 7.15015e-05 0.000202239 0.000561379 9.30691e-05 0.000220407 0.000157475 8.11972e-05 0.000124997 5.70022e-05
threshold=45.793006327050001 247.02271001585004 14.351157895250003 13.876389391100002 20.452758643300005 89.519014009800017 -0.095074999999999993 0.08729000000000002 199.59317753375004 22.564947233300003 14.202008575100001 4.7516206878500009 191.20566072810004 14.451165964200003 62.041548276350007 6.9285860282000007 61.917879202350001 14.251149826300002 43.376643616500012 16.455384477450004 -0.077085000000000001 15.975373262050001 16.435384010100005 93.394346993650018 18.946524085150003 181.47666917450002 14.745344522600002 1.9176293050000004 199.81321265885003 201.10642606785004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 -4 -6 7 -7 -9 -8 16 13 -13 -11 15 -14 17 -1 19 21 -21 24 23 -23 26 -26 27 28 -18 -29
right_child=1 -3 3 -5 5 6 9 8 -10 11 -12 12 14 -15 -16 -17 18 -19 -20 20 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00020000343726285117 -0.0024532929572038033 0.00019854373015817437 0.0026578542541092118 -0.0016308182892729663 -0.001506520849931015 0.00025402076258647003 0.0021791833069727479 -0.0027070670505547297 -0.00017491362306203885 -0.0011350689398633019 -0.0017337194514440363 0.0017508655239721151 -5.4778655110930675e-05 0.00073220543752719534 -0.00023575980707178721 0.0010176257455540639 -0.0019800362912503334 0.0021158663123818809 -0.0015117063745423657 -7.650051049041428e-06 -0.0038588514804981516 0.0039077125295577863 -3.0698434357206185e-05 -0.00075344963562711843 -0.0024375176138007569 8.5484775975365449e-05 0.0017002808942840196 1.0626603103453078e-05 -6.7627339857637836e-05 0.0010823819726305699
leaf_weight=1.0015930317063837 0.52451522473337364 1.5153650589579717 0.52458529144132349 0.53099374156207169 0.52607963371079236 1.5074197020514906 0.5212114227351784 0.51755489176457536 0.49942674461226488 0.86789177621539948 0.52237654743642892 1.5315719282502867 1.5019990119653814 0.56669757251893316 2.0133470004602714 1.5225209425693718 0.51842264585397346 0.51310161740997262 0.51117727145628933 3.5108120731614711 0.52552572895190053 0.52916173354947138 2.5032643866397848 0.50494572197015941 0.52737222557661545 1.0081806338604977 0.54760648675721668 14.062556313027846 1.0030244982165339 0.5144023085779218
leaf_count=382 161 97 62 156 93 33 85 46 4 21 390 45 12 51 25 34 342 23 38 145 63 63 15 15 210 252 136 872 249 513
internal_value=-2.25435e-07 -0.000483324 2.38485e-05 0.000227205 0.00030874 0.000202284 0.000283641 -0.000437924 -0.00146356 0.000497303 -6.69055e-05 0.000387781 0.000559255 -0.00039745 0.000196991 0.000485062 -3.5564e-05 0.000584496 -7.13206e-05 -4.27326e-05 -0.000509071 4.39337e-05 0.000455286 0.00163171 -3.60981e-05 -0.000781018 3.26189e-05 -2.41086e-05 -0.000719268 4.84475e-05
internal_weight=42.9747 2.03988 40.9348 12.6313 12.1003 11.5757 11.0496 2.5244 1.01698 8.52524 28.3035 8.00403 6.56944 1.43459 5.03787 3.02452 27.7811 1.51469 26.2665 25.7553 4.03634 21.7189 3.53737 1.03411 18.1816 1.53555 16.646 16.0984 1.52145 14.577
internal_count=4633 258 4375 667 511 449 356 83 50 273 3708 188 116 72 71 46 3318 405 2913 2875 208 2667 93 78 2574 462 2112 1976 591 1385
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=8 14 8 19 20 14 6 23 13 0 5 5 16 17 19 22 20 22 21 13 7 4 3 0 23 14 23 4 9 5
split_gain=6.37031e-05 0.000104652 5.94865e-05 0.000125108 0.000180722 5.66388e-05 0.000130515 0.000330822 0.00017661 0.000272522 0.000415505 0.000265067 0.000111338 0.000146317 6.29509e-05 0.000259368 0.00124508 0.000106538 0.000365057 9.46683e-05 8.42673e-05 0.000186908 6.30601e-05 0.000329359 9.82505e-05 5.57001e-05 0.00244932 0.00238752 0.00227735 0.00205336
threshold=8.8430989333000021 144.12207640715005 8.7431769115000026 14.151141757350002 42.498713093000006 264.19645454725008 16.515385879350003 0.10876000000000002 117.55283175385001 86.162394622750014 21.482549112100006 22.533652790000001 22.634947069650003 187.32964365115004 14.351157895250003 -0.084259999999999988 41.243661560350013 -0.10771499999999999 6.4178488307500006 117.62810858150002 23.322419822750003 233.57190478505004 93.776108048150022 86.162394622750014 0.096480000000000024 286.3521236806501 0.09557000000000003 308.58584608000007 195.13041324455003 21.757682542950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 14 8 -8 11 12 -11 25 13 -10 22 17 19 20 -19 -17 21 -16 23 -3 -24 -7 27 28 -27 -29
right_child=-2 2 3 4 -6 6 7 -9 9 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.018116868494190752 -0.0010879841304986828 -0.0025764039842247305 -9.5604074075373454e-05 0.0026399084469907225 -1.9093804859202325e-05 -0.00034740060215217414 -0.0031049053973582282 -7.8195000625596023e-06 0.00030026636042351996 -0.00024741027900666255 0.0037504292362479383 -0.0025879267548453541 0.00044359608351170036 -0.0021067731166533586 0.0023124634079366296 0.00067372261486326737 0.0053276009011970493 -0.0030056480102653442 -2.7692797532640235e-05 -0.00046417401637242976 -0.00031265634481307785 -0.00039976744155165682 1.4960539568139015e-05 -1.6118071084127564e-05 0.0017203514629623579 -0.054955295723149722 -0.00084666266842373041 -0.014590097127422 0.074934885713021648 0.086092488662956324
leaf_weight=0.0031834973512506739 0.53166755216721284 0.5152736586642267 1.5007856746815371 0.5222574949559371 0.50063023041593624 3.52264776642527 0.52586160970233464 1.0022218983310578 0.501019787852784 0.50203406876789791 0.53917637998893042 0.52644225633694297 1.5081526854773271 0.50920191869676046 0.51680231667819521 1.5183419921595476 0.54591269631600869 0.5174277183159578 2.0135593708553188 1.4102014564741692 1.0037650756785295 0.49980995655641891 1.0037179050344089 20.188922108611351 0.50920393095384486 0.0015236886834823155 0.50749791773307606 0.012419422948839888 0.011829550100710406 0.0024203716733381961
leaf_count=36 204 20 15 46 8 277 167 12 3 5 79 196 43 55 38 32 150 37 59 23 13 4 477 1340 25 98 199 881 64 27
internal_value=-1.64512e-07 1.34624e-05 1.48225e-05 0.00048567 0.00133852 -1.49471e-05 -0.000225582 -0.00107362 -6.64687e-05 0.000462023 0.00182282 -0.000476785 -0.00010059 -0.000913001 5.24193e-05 0.000292462 0.000943102 -0.000204229 -0.000636497 0.000125784 0.000337286 0.000979015 -3.42949e-05 -7.98369e-05 0.000588944 -0.000202931 0.000747085 0.0294359 0.0601136 0.00183124
internal_weight=42.9739 42.4422 42.4391 2.52367 1.02289 39.9154 9.67245 1.52808 8.14437 3.55958 1.04121 4.58478 2.51837 1.01022 30.2429 8.02582 3.47446 4.55136 2.53099 2.92854 2.02038 1.01661 22.2171 20.7042 1.51292 4.05834 0.535691 0.028193 0.0133532 0.0148398
internal_count=4633 4429 4393 69 54 4324 2106 179 1927 185 84 1742 101 58 2218 356 205 151 96 55 55 42 1862 1360 502 1546 1269 1070 162 908
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=15 21 8 19 22 21 13 22 20 3 10 21 23 15 23 18 2 0 2 15 2 13 20 0 12 16 3 9 0 22
split_gain=6.06532e-05 0.000224118 5.8901e-05 7.69436e-05 0.000239139 0.000309158 0.00131034 0.000164448 0.000398994 0.000174488 0.000120705 7.58129e-05 5.1581e-05 4.99461e-05 4.69597e-05 9.15327e-05 7.43942e-05 0.000183016 0.00561106 0.00433546 0.00410839 0.00054463 0.000566244 0.000540959 0.000104347 9.05243e-05 5.06916e-05 6.11467e-05 4.47409e-05 0.000323352
threshold=46.435439118750004 15.294585115650001 8.8430989333000021 14.351157895250003 -0.078549999999999995 12.377125061300001 117.60122400020002 -0.085550000000000001 43.219899330700009 93.733092718100025 62.041548276350007 14.202008575100001 0.092385000000000023 41.831907381600011 0.076835000000000028 14.414681958350002 197.03438354685002 86.208098410950015 266.28898953815008 37.491361913600009 201.25557642380002 102.54048155345002 40.806664626150003 97.491557184450016 212.31925379130004 22.634947069650003 92.90235915575002 197.20558004415003 86.538778761000017 -0.077085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 7 6 -6 9 -9 12 -7 14 -5 -8 15 26 24 -18 19 20 -19 22 -22 -23 28 -21 27 -1 29 -16
right_child=1 -3 -4 4 5 10 13 8 -10 -11 -12 -13 -14 -15 16 -17 17 18 -20 25 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022626507663288739 -0.0022981946848740164 0.00025454447423950801 -0.0010239518321797682 0.00012165990346874728 0.0058702846512184263 0.00077051142916682164 -0.00012968856982119225 -0.0032614790937677642 0.00067100006166644153 0.0017739483814688572 -0.00041047096063409009 -0.0012463984187703451 -0.00053102216448574384 0.0008928202593354997 3.595930941008629e-05 -0.0015984966044705407 -0.00051796390211285162 -0.10015402731556422 5.2368143125293576e-05 0.082769024764464738 -0.047472997902170785 0.013465941739542712 0.052721191018237058 0.094795579969475005 -0.0014379384416640078 0.10006991053155041 -0.0010765072405035739 0.0010022328665652738 8.1976706438873913e-05 -0.0026040950946342668
leaf_weight=2.008951032143337 0.52276286632360935 1.0053267606814698 0.53071300014328571 3.0251455160191369 0.547923913420162 1.5180973593232923 1.0638690135019713 0.52608634524653985 0.50632495220634155 0.52625231919421356 2.0130587983144324 0.5243849031815192 2.0189330756948038 0.86704629850646586 4.0165583653496357 0.51987798656360285 0.50292477690776749 0.0028130508055925164 0.50793260248928629 0.0058438581880402296 0.001030527235447558 0.0011926949389362562 0.001246088873688489 0.002602129684959209 0.50761196671506326 0.0062683183568879031 0.50481253976646234 0.50751065327767708 18.155515242461441 0.52450985680389361
leaf_count=145 187 20 186 90 179 32 27 64 10 88 30 390 39 28 144 455 24 23 346 33 61 45 88 29 38 8 455 29 1269 71
internal_value=-3.86528e-08 -0.000618753 2.27735e-05 3.63509e-05 0.000241774 0.000698174 0.0015542 -0.000173654 -0.00133288 4.11978e-05 9.72512e-05 -5.51969e-05 -0.000139581 0.000329452 -3.27091e-05 -0.000372864 1.69913e-05 0.000847822 0.00214646 0.0528049 -0.000251465 0.0460359 0.00736755 0.0692341 -1.99544e-05 0.0917226 -0.000161967 2.14938e-05 1.1759e-05 -0.000268977
internal_weight=42.9731 1.52809 41.445 40.9143 12.6127 6.01 2.47884 6.60274 1.03241 5.57033 3.53116 28.3016 5.04408 1.93092 27.7772 3.54115 24.236 1.03185 0.528929 0.0209967 0.00888449 0.00607144 0.00227662 0.00379482 23.2042 0.0121122 3.02127 2.51646 22.6966 4.54107
internal_count=4633 207 4426 4240 587 296 234 291 74 217 62 3653 129 55 3263 1084 2179 657 633 287 246 223 149 74 1522 41 629 174 1484 215
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=15 7 20 20 19 17 17 15 22 23 18 21 13 7 5 22 21 19 21 21 2 7 15 3 3 6 23 12 23 18
split_gain=4.91257e-05 0.000186283 6.33464e-05 5.07829e-05 0.000253929 0.00014253 0.00451745 0.00351308 0.00154438 0.000779296 7.36852e-05 0.000320796 0.000293079 0.000373397 0.00018934 0.000121428 0.000799206 0.000268583 0.000138156 0.000121358 0.000200937 9.86435e-05 0.000101108 0.000376 0.000134809 0.000103351 6.41352e-05 8.45301e-05 8.23063e-05 7.49357e-05
threshold=46.435439118750004 23.543468673550006 42.206017975500011 42.206017975500011 14.451165964200003 189.44392401325004 185.54770736950005 40.042228346200012 -0.11963999999999998 0.083070000000000019 13.876389391100002 8.9448347342500032 117.39690118230001 22.747724408400003 20.201591378100002 -0.070854999999999987 5.514213733400001 14.351157895250003 14.323584591800001 3.8092755532000004 131.42729508740004 23.822419043000004 38.567335632300008 85.589753040950015 84.812788641250009 14.385336111050002 -0.083149999999999988 94.177001085000015 0.093185000000000032 16.060787203800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 5 6 -5 8 9 -8 12 21 13 -1 -14 19 -17 -18 -19 20 -16 -12 23 24 25 26 -23 28 -28 -29
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 -13 14 -15 15 16 17 18 -20 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-8.7992517768006537e-05 -0.002105579308678223 -0.00056052208476307594 0.0010204468899194395 -0.00014640298381594062 -0.0023225718941898223 8.4040724502790269e-05 0.054853391567098612 -0.0035028131829261313 -0.096969949427550856 -0.061341370130528899 -0.0013486807569001722 -0.0025153783880655957 0.0014380180725856004 0.0036760792884948483 -0.00027470329326246255 0.0038940186224509449 -0.0014305250693650807 0.0013765325392040885 -0.00027274014049913077 3.2232526057644832e-05 -0.0025157054876324401 -0.0010951309625707713 -0.0013138313030119817 0.0026998255653238761 -0.0015972509360518219 0.0014544576032766488 0.0017756711951833579 -0.00016341911420521152 0.00021547634484197118 0.0010859456106757683
leaf_weight=0.51831388303115378 0.51489550878091606 0.50678851098312783 0.50697187630383667 1.0083847824888366 0.5233748282235674 8.0711664295986303 0.0010912449572701719 0.011235242505335918 0.010303634854022109 0.0012253333237142172 0.51948368636269648 0.52931934864799401 1.0146905419060228 0.53617041655923003 1.8628432191398343 0.5957111661259068 1.0239618963148589 1.0204797997903372 1.0111919211426537 11.051252264279581 0.50954713417964104 0.5084033914764462 0.51225921028034527 0.53884265078795657 0.50823333482311817 0.51320583237370065 0.50990480710229213 7.0139072859551375 1.0036629566267716 0.51535052017551031
leaf_count=338 129 34 44 807 107 816 53 25 68 23 138 299 37 93 64 80 23 34 25 104 55 125 92 123 71 58 60 202 21 485
internal_value=9.5975e-08 -0.000556621 0.000230105 2.06306e-05 -0.000180611 -5.7465e-05 -0.00116391 -0.0441745 -0.0803828 -0.00660679 8.15203e-05 -0.000105526 0.000205336 0.00182591 0.000110869 3.20029e-05 0.000543317 -0.000109919 0.000555666 -0.000107079 -0.000756031 -4.81089e-07 5.9772e-05 0.000123097 -8.22719e-06 7.20153e-05 -2.26602e-06 5.91767e-05 0.000741089 -7.79046e-05
internal_weight=42.9722 1.52866 1.01376 41.4435 9.62678 9.10341 1.03224 0.0238555 0.0126202 0.00231658 31.8167 12.6726 19.1442 1.05448 18.0897 17.075 3.65134 3.05563 2.03167 13.4236 2.37239 12.1433 11.6238 11.1115 10.5727 10.0644 9.55123 9.04283 1.51357 7.52926
internal_count=4633 207 78 4426 1899 1792 976 169 144 76 2527 1674 853 431 422 385 162 82 59 223 119 1375 1237 1145 1022 951 893 768 81 687
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=16 4 5 13 15 13 16 15 18 21 2 9 17 4 4 23 23 21 23 16 12 15 21 23 20 23 0 20 9 17
split_gain=5.35015e-05 4.7409e-05 0.000247821 0.00725804 0.00299501 0.0030313 0.00213985 0.0029167 0.00109201 0.000330787 0.00013732 0.000110149 0.000900451 0.00218004 0.00398547 0.00174847 0.000276227 0.000206892 0.00511255 0.00393767 0.000921607 0.000202422 0.000166016 0.000129228 0.000116505 0.000138428 0.00010514 0.000100834 0.000100803 0.000116581
threshold=22.794946695500006 202.17358131775003 21.556055031700001 117.71413924170001 38.469938489650012 117.55820867010002 21.979948601300006 34.139075990150012 13.055593598800002 12.092691673150002 120.31044416595002 214.18224820805003 181.57898176000003 206.71522889875004 215.30949546175 0.080545000000000019 -0.25587999999999994 0.37234627945000004 0.09803000000000002 22.624947093000003 219.88098848225005 16.891056077300004 2.0043664108500008 0.11636500000000001 43.477771593600004 0.082535000000000011 94.940210418650011 35.771221912400001 211.36251378275003 182.58542700155002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 -4 -6 28 -3 12 15 -14 -15 16 -12 18 19 20 27 -18 -19 -20 -24 -26 -13 -16 -1 -30
right_child=-2 10 3 -5 8 -7 -8 -9 -10 -11 11 26 13 14 17 -17 21 22 23 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00019026868286888335 -0.00097386129742657492 -0.0016797426560410675 -0.089542238475811498 -0.00022499479194751175 0.038061171382625408 -0.10032443494346502 0.088098816934535501 0.10002481113246586 0.074784754878460341 -0.0024464576910912597 -0.033181441303239405 0.0018459858386497927 0.10007399657586374 -0.058777965467053196 -0.069131597558383204 -0.090910883841696655 0.059380970532164658 0.0016808809404597451 0.064293713261255256 0.076527283641311145 -0.0016125873669976269 0.0047329032223588294 -0.00017373006470437722 0.10005527158480905 -0.00025423194768609643 0.0020751299187703131 0.00025242763355817522 -0.10008827835441357 0.00023804972698463994 -0.0019151243228861165
leaf_weight=15.641475272079861 0.55679288169935048 0.52389307852868228 0.0023787540682452812 0.85937144416963562 0.015828614930796903 0.0025538840499166326 0.0031313706567743793 0.0012320176465436816 0.016577514239543234 0.51456725030941797 0.0012046552558351558 0.5212305468956252 0.0021720328368307609 0.011574989773452837 0.0012904640027687295 0.0031850206262216138 0.0010320444116899974 0.5249789895676632 0.0019318010991725967 0.0019907531659555397 0.0012649255088898383 0.0019747535447708353 19.710870577906242 0.002118690118970713 0.5052294983729384 0.51536175394131134 2.0130647142465827 0.0056989346884796684 0.50107448294411827 0.50477627191412822
leaf_count=796 110 218 305 58 23 4 8 2 21 66 140 90 1 28 73 190 122 200 29 31 108 194 949 16 360 125 284 40 4 38
internal_value=1.55651e-08 1.28005e-05 0.000135555 0.00175206 0.0424939 -0.00754231 0.027603 -0.0248608 0.0568473 5.06813e-05 -7.8259e-05 -4.30454e-05 -0.000117225 -0.000105102 -0.000115326 -0.0350025 0.00727965 -8.34037e-05 -0.0121095 -0.0497118 -0.0801578 0.0234901 -7.53158e-05 0.0829995 -0.000119788 0.000922012 0.000580176 -0.0943727 0.000127868 -0.000842499
internal_weight=42.9698 42.413 18.063 0.901074 0.0417022 0.00929603 0.00674214 0.00361077 0.0324061 17.1619 24.3501 23.8262 21.2919 21.2845 21.2823 0.00739647 0.00421145 21.2707 0.0142956 0.0102451 0.00825432 0.0030068 21.2564 0.00405049 20.7315 1.02059 2.5343 0.0069894 16.6473 1.00585
internal_count=4633 4523 1325 421 363 319 315 307 44 904 3198 2980 2606 1960 1959 646 456 1931 297 252 221 316 1634 45 1434 485 374 113 838 42
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=8 12 15 5 14 13 13 20 21 14 10 22 23 8 5 17 20 23 16 15 7 18 6 6 10 9 10 9 22 23
split_gain=4.79724e-05 7.50131e-05 0.000140857 0.000585333 0.00128176 0.000508903 0.00067446 0.000537603 0.000490541 0.000473039 0.000447275 0.000180824 6.20493e-05 5.11738e-05 0.0001027 7.33024e-05 6.78484e-05 0.000646581 0.000918295 0.000127659 4.53534e-05 0.000407836 0.00521777 0.00600222 0.0111202 0.00342453 0.0026201 0.00201334 0.00197216 0.00195345
threshold=8.8430989333000021 66.834523482800009 11.870705757150002 13.153721664750002 184.93271450310002 100.88707980320002 98.255079293500017 42.388109226950007 3.3335862513000003 144.12207640715005 79.728914316550018 -0.079369999999999996 -0.55393499999999996 8.7431769115000026 21.990725385850002 162.43086425485004 34.515670600900002 0.098510000000000028 19.154955207400004 15.000551226050002 22.721067571950005 12.964611930900002 16.565387047600002 16.525386113000007 62.025417527550012 185.62570708695003 62.116825104000007 188.55070358395002 -0.084729999999999986 -0.095119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -9 -5 -8 -10 -11 15 -15 -14 17 18 -17 -18 21 -21 23 24 27 26 -26 28 -23 -28
right_child=-2 2 3 9 5 -7 10 8 11 12 -12 -13 13 14 -16 16 19 -19 -20 20 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.021741194557424667 -0.00094382790938212923 -0.032356028481148318 0.092142714188919214 -0.054639135727880386 -0.068964303891718537 -0.056244710435324211 0.010181340593970654 0.061891811116607048 -0.045587029819657066 0.02339360678520885 0.097881544692885722 0.012675845359830629 -0.026859474355142611 0.0012212327496440958 -7.9621663680397534e-05 -0.026018624827475634 0.033490037190679202 -0.023502470343082137 0.094652905192118775 -4.2284812359885548e-05 -6.4184610854399325e-05 0.030276945576723266 -8.6857098625789202e-05 0.099001179274623069 0.089366358354367403 0.086725626051520593 0.066210220599801681 -0.10045200706590957 -0.082287771913258811 -0.077414778150811048
leaf_weight=0.0015886514749529059 0.53180713901660581 0.0013444845601630053 0.0021716030136063056 0.0015840626960174067 0.0010667936962986402 0.0011441972798716948 0.0010428465471452597 0.0012599980120240328 0.0010787486573931582 0.0011345980294156224 0.0013146095413212322 0.0010523305747911493 0.0010175466405389902 1.0164990708731232 1.506106526516845 0.0010499003784144581 0.0011367672699112976 0.0026544605436811253 0.0015791497988182357 4.9317970357831262 34.408089328839154 0.0034620827035212187 0.50392640559839919 0.011167752381879836 0.0023293017729884005 0.014222249350950733 0.0012860178189199037 0.0062550689914644408 0.0028277192498079584 0.0035920688502316675
leaf_count=20 204 504 47 18 365 109 66 32 190 59 17 71 238 32 37 59 61 35 43 319 1759 27 91 10 10 58 57 9 17 69
internal_value=4.60651e-08 1.1875e-05 1.10615e-05 1.20871e-05 0.0240458 0.00546687 0.0158274 -0.00704931 0.0124284 6.34735e-06 0.0590864 -0.0168167 8.38794e-06 7.76244e-06 0.000444565 -1.98561e-05 -1.91716e-05 0.0113121 0.0464632 -2.06724e-05 -2.16274e-05 0.00024554 0.00283082 0.0354011 0.0144951 0.058268 0.00211304 -0.0602796 -0.020329 -0.0395507
internal_weight=42.9666 42.4348 42.4332 42.4318 0.0101311 0.00795952 0.00681533 0.00445787 0.00339108 42.4217 0.00235746 0.00213108 42.4201 42.419 2.52261 39.8964 39.8954 0.00528351 0.00262905 39.8901 39.889 5.48087 0.549069 0.0451423 0.0339745 0.0214296 0.00720739 0.0125449 0.0062898 0.00487809
internal_count=4633 4429 4409 3905 897 850 741 658 293 3008 83 261 2990 2931 69 2862 2624 137 102 2487 2426 667 348 257 247 194 136 53 44 126
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=23 10 7 19 2 23 23 21 4 3 6 15 12 6 7 6 6 10 12 22 23 3 7 18 23 20 14 18 15 22
split_gain=4.52316e-05 0.000233589 0.000187425 0.000296205 0.000187208 0.000353465 0.000101601 7.33663e-05 0.000110542 0.000847241 0.000862169 6.24837e-05 0.000178404 0.00827798 0.00346467 0.00147831 0.00449832 0.00228508 0.00226687 0.00190121 0.00068687 0.00077366 0.000732005 0.000863866 0.000523742 0.000446119 0.000397039 0.000175628 0.000314023 6.53834e-05
threshold=0.10487000000000003 70.128430332750014 22.958251375150002 14.251149826300002 171.06275453495002 0.10646500000000002 0.10336500000000003 15.678076857950002 143.58239362595003 87.399085362750014 17.315404571650003 41.54912092575001 212.31925379130004 16.455384477450004 22.995234593000003 16.100376182700003 14.935348962050002 70.816675614150014 245.75615448465001 -0.085550000000000001 0.090465000000000031 81.075831839950027 24.545313225450005 17.267778657600005 0.082535000000000011 41.489621506400006 366.02505068985005 13.531614672700002 45.484733152800011 -0.099379999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -4 7 8 9 -1 -11 12 29 15 -15 16 17 25 -18 -20 21 22 -19 -24 -23 -14 -25 -13 -29 -10
right_child=1 -3 4 -5 -6 -7 -8 -9 11 10 -12 27 13 14 -16 -17 18 20 19 -21 -22 24 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.076303595972516194 0.00040667350407253428 -0.0022662139774477052 -0.00054676023128750388 -0.0029708640214689652 -0.00010076017853467331 0.0031682970700877924 0.0014333653632005615 0.0012045408311002529 0.0002744172339674801 -0.087124581661345221 0.026052294066715737 4.3499621053847894e-05 -0.033357369328194893 0.039771075223449102 -0.099044894837603759 -0.0010300135125903655 0.099934586738886222 0.06759805138743416 -0.05470713512539413 0.083064188539918093 -0.064746943813606045 0.007109998765589421 -0.077834029905680349 0.057829566119331238 0.093777606607598055 -0.10004442244966907 -0.023345516154236565 0.0031832108390291731 -0.00028286834725957773 -9.809780498353936e-05
leaf_weight=0.001518769728121038 0.50586720933505425 0.51663308599464919 0.4987790433806365 0.53347344854644518 6.0400641751418931 0.52637665895599639 0.52404965737348774 0.52377834411237856 6.058450960664195 0.0010708383306337055 0.0018121692548902502 4.4416044732993489 0.0015815174660643314 0.002120672156056492 0.011815731730621337 0.50852841481106026 0.0078446209492142316 0.0011915017953874783 0.0022095358094162973 0.0018322520719777913 0.001027231507421701 0.0010947096222349018 0.0016296662188950428 0.0011811384281191356 0.0019205996279652027 0.0027431004986762098 0.0012300234772544298 0.53312896718151115 0.51281533777028088 21.196385716493687
leaf_count=9 25 242 4 99 83 42 45 282 1079 11 41 199 53 78 53 29 19 54 23 22 93 44 125 86 15 114 289 84 96 1195
internal_value=2.27381e-07 -0.00020456 -7.31375e-05 -0.00132695 0.000111307 0.00136077 5.16361e-05 3.02249e-05 1.17511e-05 0.0158578 -0.0159851 9.65589e-06 -5.12094e-05 -0.00183773 -0.0779216 0.00014786 0.0236503 -0.0156267 0.0685881 0.00774834 0.0123637 0.0219677 -0.00128262 -0.0215932 0.0623129 -0.0756569 0.0164191 0.000318031 0.00148383 -1.52918e-05
internal_weight=42.9638 8.62119 8.10456 1.03934 7.06522 1.02516 34.3426 33.8185 33.2947 0.00440178 0.00288301 33.2903 27.8028 0.547951 0.0139364 0.534014 0.0254859 0.0135995 0.0118864 0.00404179 0.00927487 0.00824764 0.00523233 0.00404083 0.00301531 0.00432462 0.00241116 5.48755 1.04594 27.2548
internal_count=4633 495 253 124 129 46 4138 4093 3811 61 52 3750 3371 1097 131 966 937 873 64 45 706 613 554 500 59 167 375 379 180 2274
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=16 22 16 17 9 4 13 6 6 23 22 9 7 10 4 9 22 22 20 15 17 17 5 7 22 6 7 0 22 18
split_gain=4.24375e-05 4.99235e-05 0.000249461 0.000112044 0.00322661 0.00261843 0.00316162 0.00201399 0.000974725 0.00106696 0.000904293 0.000585096 0.000359233 0.000285281 8.40927e-05 0.00028847 0.006077 0.00334445 0.00114894 0.00096868 0.000727577 0.000492661 0.000123738 0.000481537 0.000125312 0.000342429 0.00859912 0.0011914 0.00107176 0.00167643
threshold=22.794946695500006 0.048475000000000011 22.564947233300003 205.09306577200002 220.34006501145004 253.41602286305002 117.22752832010001 15.945372561050002 15.400359826950002 0.090850000000000028 -0.101255 208.34925031750001 25.169498800150006 78.895492296100016 240.27283890470002 192.57902085675002 -0.059424999999999999 -0.156745 40.722669576350008 25.852338405700003 189.72816303425 172.68891404560003 21.757682542950004 22.626138143200006 -0.099379999999999996 16.415383542800004 24.123460305250003 85.990333302400003 -0.14174999999999999 13.511883313150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 5 10 7 8 9 12 -5 -11 -7 -14 22 16 17 18 -16 -19 21 -20 24 -24 25 26 27 -1 29 -29
right_child=-2 2 -4 4 -6 6 -8 -9 -10 11 -12 -13 13 -15 15 -17 -18 19 20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.015436638702557327 -0.00086691963086449211 8.9574983283609991e-05 0.0023425504906461258 -0.015221112626466816 0.00016819551245310046 0.076814607490391748 -0.093227897241678223 0.074375088169004441 -0.10005025784243352 0.0014729110429558077 -0.1000504777490515 -0.10002242502279704 -0.028163092833953088 0.039782207803355361 -0.091536146159116802 -0.00011616554654371561 -0.00045637068279699722 -0.0021566160688141012 0.02193672131747856 -0.098575965661093098 0.070629939476748366 -0.058446488251760589 -0.00012548591726145548 0.0033687908301294612 -0.00011859816613413854 0.0001592101030690397 0.00031545142827285816 0.088201777102612039 0.089186606593883277 -0.056520044023213749
leaf_weight=0.003848412110895926 0.55712391903237701 8.0642092485390862 0.52335780727088099 0.0015535199247005416 0.50530987600784216 0.0012264999416442554 0.0036728915074490951 0.003670460837383871 0.0011723973214543548 0.0010361135701114728 0.0065762442460207474 0.001257113786616415 0.0010759787108582941 0.0014516631198369205 0.0011123596305093386 13.647750143599744 0.50795277039083886 0.001150770302946671 0.0020625975544493634 0.011019901558551926 0.0018540524871127131 0.0012096019311454752 1.3757810879019619 0.55286326909640582 13.131084882055967 3.5192741354190389 0.51372903094742839 0.001845632567224695 0.013824835074899513 0.0014133825329736283
leaf_count=12 110 739 41 49 157 31 49 26 8 47 59 32 33 150 134 632 139 225 141 77 108 120 459 62 503 55 305 31 37 62
internal_value=1.70832e-07 1.15633e-05 0.00022688 -4.31166e-05 -0.00148842 -0.0383768 -0.012997 0.0140621 -0.0166005 -0.000422147 -0.0838404 -0.0541654 0.032407 0.0108589 -2.01916e-05 -0.000204761 -0.00250192 -0.058943 0.000589898 -0.0894593 0.0205806 -0.00777775 0.00011668 0.00087618 3.14424e-05 0.000517438 0.00287538 0.0657024 0.0770256 0.0254382
internal_weight=42.9605 42.4033 8.58757 33.8158 0.528003 0.0226929 0.0145631 0.0108902 0.00721977 0.00604737 0.00812976 0.00229323 0.00375414 0.00252764 33.2878 14.1741 0.526362 0.0184093 0.00623861 0.0121707 0.00512625 0.0032722 19.1137 1.92864 17.185 4.05394 0.534661 0.0209323 0.0170839 0.00325902
internal_count=4633 4523 780 3743 641 484 376 327 301 293 108 79 214 183 3102 1576 944 805 503 302 369 261 1526 521 1005 502 447 142 130 93
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=23 12 21 6 23 22 22 23 16 23 20 5 9 13 5 20 15 4 7 9 7 18 23 23 23 17 20 13 22 15
split_gain=4.51159e-05 0.0002211 0.000193462 0.000201057 0.000107893 0.000261362 8.58907e-05 8.51424e-05 0.000540881 0.000896677 0.000400518 0.000392726 0.000311183 0.00027842 0.000141094 0.000111141 0.000103923 0.000116734 0.000493391 0.00250064 0.00120829 0.00106783 0.00066752 0.000288148 8.46662e-05 0.00173396 6.29342e-05 6.24422e-05 0.000145572 6.28357e-05
threshold=0.10487000000000003 165.75658866060004 5.0655779142000013 10.715250360100002 0.11458500000000002 -0.088039999999999993 -0.02903 0.096480000000000024 13.534968349350001 0.079605000000000023 41.404176814550006 13.812766882300002 40.734022239000005 97.308742031600005 22.958759589950002 40.890797847750008 20.734744936600006 128.88186563570002 22.172877373800002 185.00606802455005 21.946499523750003 12.816643511250001 -0.25843999999999995 -0.15544999999999998 0.094780000000000017 176.44238483465003 42.477827694800006 109.43099974175001 0.15915000000000004 18.377781418850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -4 -6 8 9 11 14 12 -1 -11 15 27 -10 -18 19 20 22 -21 -19 -24 25 -20 -8 29 -29 -9
right_child=1 2 4 -5 6 -7 26 10 16 13 -12 -13 -14 -15 -16 -17 17 18 24 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.016490110348385857 -0.0021385661814726209 -0.00021450129683970229 -6.5890022027717725e-05 0.0025950991120608498 -0.00035156836954017159 -0.0028377023496706463 0.001022338303207473 0.00010251016164984507 0.0014078102806066738 -0.03286809881429336 0.0029962786262701605 -0.044627438335156491 0.050713205462012426 -0.10002415762158863 0.0012298021050071123 -0.0015504702734465297 -0.025242860303199673 -0.066517239908139764 0.089528342289612067 0.010092051289756281 -0.10007608943315012 0.098806877164245868 0.064279926729980355 0.00064048451371511491 -0.0013105685073717254 -1.8661190803083582e-05 -9.5188557324503792e-05 0.001853032357582076 -0.00049070582446623077 -0.0012660967059799104
leaf_weight=0.0012104566323845193 0.55314353367350477 0.50026751048278473 1.004507838907394 0.51887382285708128 3.513275966186391 0.51438432543244705 1.0146408354003185 1.0011865395220523 0.51288196422958066 0.0010024713201055094 0.54576725069041243 0.0013046617357017898 0.001599504784481896 0.0016069450056891491 0.87154295567904672 0.51595748587965307 0.0018359384387157665 0.001035263446273138 0.0021625682810108007 0.0021370934244764328 0.0016141938385914045 0.0037158851503704682 0.0012102845692121278 0.0017263218296269534 0.51094805008618394 28.789992911946463 1.001170573217365 0.51438166588559375 0.54663438335410319 0.50451333993806269
leaf_count=267 193 34 18 67 86 48 32 50 349 422 134 215 152 43 37 34 26 132 18 34 28 18 71 325 62 1602 17 38 12 69
internal_value=4.85646e-08 -0.000204486 -7.18703e-05 0.00121595 -0.000258089 -0.00100459 -5.30197e-05 5.13982e-05 -9.75705e-06 -0.0283685 0.000456872 0.000712517 0.0217638 -0.0742245 0.000106379 -0.000211238 -3.36449e-06 -2.80526e-05 -2.64734e-05 0.0207378 -0.0271215 0.0664145 0.00252773 0.0268687 -3.45792e-05 -1.19353e-05 0.000467309 5.79723e-05 0.000645541 -0.000356068
internal_weight=42.9562 8.62026 8.06712 1.01914 7.04798 1.51889 5.52909 34.336 29.836 0.00672404 4.49998 0.00411462 0.00280996 0.00260942 3.95422 3.08267 29.8293 29.3164 29.3145 0.011439 0.00558606 0.00585298 0.00397187 0.00293661 29.3031 28.7922 2.01581 2.56672 1.06102 1.5057
internal_count=4633 495 302 101 201 66 135 4138 3764 1099 374 634 419 465 240 203 2665 2316 2290 608 556 52 528 396 1682 1620 49 169 50 119
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=23 3 8 13 9 9 23 8 14 8 5 23 18 7 0 23 5 5 13 20 20 18 23 4 21 8 21 17 18 17
split_gain=5.56668e-05 0.00026011 0.00171601 0.000718828 0.000511057 0.000441183 0.00012163 4.32892e-05 7.39169e-05 4.99053e-05 8.90594e-05 4.16308e-05 0.000224182 0.000142899 0.00029413 7.11695e-05 0.000803648 0.00109446 0.000811322 0.000371625 0.000101133 0.0002574 6.57539e-05 5.84126e-05 0.000157845 0.00317242 0.00815224 0.00356034 0.00252053 0.00461469
threshold=-0.55393499999999996 76.190903416900014 7.7439566930000003 96.789869612400011 72.978853106700015 40.734022239000005 -0.27651499999999996 8.8430989333000021 144.12207640715005 8.7431769115000026 21.990725385850002 0.10487000000000003 13.900697602550002 22.958251375150002 86.692020874450009 0.096480000000000024 13.252098438300001 12.306951632950001 100.21227681250001 41.404176814550006 40.518963363600001 12.899561312100003 0.094780000000000017 169.78554988275002 2.9212203061500004 8.4434108459500017 1.8675847688500002 196.21449749970003 13.781134552700001 192.44445991605002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -3 8 -8 11 -11 15 13 14 -13 16 17 -10 -19 20 21 -17 23 -18 25 28 27 -27 29 -25
right_child=1 6 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 -15 -16 19 22 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.020613293166919771 -0.017090061592496528 -0.032884071889792615 -0.1000243489120568 0.086905233648572625 -0.065726697251955291 0.061283081517983964 -0.016000356425958158 -0.00089331964891723478 -0.051119857187294039 0.0011707089007191947 -4.0815645711797177e-05 -0.0028324233335937821 -0.0021978213079984765 9.7951906555298981e-05 0.00054737006402425751 -0.00017581390275531742 0.00028652113446630607 0.092563229262729835 -0.0021754413697882753 0.0028643359984431484 -0.00055831277864310306 0.0024178542546863437 -0.0011480402829798322 -0.014111135289046875 -3.2908294634277402e-05 -0.037416244497275417 -0.089105371491947194 0.070205592842917233 -0.0012042055673555409 0.09974226167910219
leaf_weight=0.0013100628729877375 0.0018202221817056217 0.0011245746264937342 0.0019133869801929992 0.0010027299226251785 0.0011036772606957818 0.0011864331249327141 0.0028817548066005774 0.53161251382958497 0.0010681254471646131 1.0159731974431445 1.5064188298275096 0.52320864775700104 0.53211874541462378 6.5442028158577159 0.50700201300060144 1.4007304430720067 5.5529206784063829 0.0028348020350676961 0.0013271191099875068 0.54387965803018534 1.5196471942964533 0.52643294900381921 0.51083249838513012 0.0072984652962989616 21.159125904666755 0.0055012863256251876 0.013664439786310822 0.0069665558807869843 0.52342201455365411 0.0069500643958235742
leaf_count=73 524 117 134 21 325 130 27 200 228 31 37 65 196 77 16 11 236 21 48 104 46 101 57 221 1180 27 40 27 248 65
internal_value=8.36506e-08 -5.45033e-07 -0.0192392 0.0109918 -0.00752749 0.0138362 2.60254e-06 3.46371e-06 1.47038e-05 1.5792e-05 0.000447164 -1.14859e-05 -0.000213768 -7.43838e-05 -0.00116911 4.01085e-05 -1.65959e-05 0.0391792 0.0623537 0.000435009 5.16802e-05 0.000532685 -2.39734e-05 -2.92145e-06 -7.69102e-05 -0.00172827 -0.0357535 0.0227187 -7.45479e-05 0.0414236
internal_weight=42.9555 42.9542 0.00702645 0.00511306 0.00411033 0.00300666 42.9471 42.946 42.4144 42.4115 2.52239 39.8891 8.10653 7.57441 1.03021 31.7826 27.7919 0.00523005 0.00416192 3.99069 3.44681 1.92716 27.7867 27.2758 21.7229 0.563803 0.0261323 0.0124678 0.537671 0.0142485
internal_count=4633 4560 1134 1000 979 654 3426 3309 3109 3082 68 3014 354 158 81 2660 2398 297 69 262 158 112 2101 2044 1808 628 94 54 534 286
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=23 23 0 5 5 22 5 6 20 12 22 23 6 22 4 5 5 21 22 2 10 10 7 0 9 21 15 20 20 23
split_gain=4.52934e-05 0.000107487 4.40774e-05 0.00608678 0.00258225 0.00112349 0.00021146 0.000190497 4.67407e-05 0.00136793 0.000629485 0.000110114 9.9207e-05 0.000490241 0.000638584 0.000131293 0.000214727 0.000114785 0.000215217 0.000104958 8.9315e-05 7.72607e-05 0.000316316 0.000179625 7.701e-05 6.8081e-05 7.95751e-05 0.000148845 0.000149095 0.000841689
threshold=-0.55393499999999996 -0.27651499999999996 98.230883170350012 16.316541761950003 14.608687763150002 0.063030000000000017 12.901187908600003 11.865277230300002 40.621691032550004 88.990743116650009 -0.095074999999999993 -0.10696499999999999 16.465384711100004 -0.059424999999999999 345.59135190155001 22.825270530250005 23.803605515150004 13.291307514850002 -0.095074999999999993 247.02271001585004 62.079186690200011 70.182199495350019 23.989000783400005 96.324766355850002 197.20558004415003 12.802610735350003 28.298162031900002 41.11191809080001 42.206017975500011 0.093185000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -4 11 10 -10 -5 17 15 -15 24 -17 25 -19 20 -18 22 -13 -23 -14 26 -11 -28 29 -29
right_child=1 2 7 8 5 -7 -8 -9 9 12 -12 21 13 14 -16 16 19 18 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0186313890688997 -0.030865735889352208 -0.01019436519654008 -6.2261821514946164e-05 0.001578512735131511 0.042377438176134263 0.099901010402692392 -0.072968529732970897 -0.0021034835144407129 -0.0087057164740037569 -0.00062604139514732483 -0.1000516255242663 0.00012517603373740044 -0.00091716615063101219 -0.0047211491156921763 0.00021082141696034346 0.0023892747119489475 -0.0014890834098835355 -0.00036615165109844257 0.0025288801628330182 0.0012038328512006149 0.00038914037898570941 -0.0019667795096638264 0.0026211419040530234 -1.9736053303081359e-05 -8.1913945666452684e-05 -0.0011279420420309697 -0.001522519500046855 5.4440564915812636e-05 -1.057879285406952e-05 0.0044182955644601167
leaf_weight=0.00130477565446696 0.0011282495638685877 0.0010946684231364348 4.0173151897055082 0.51636315300472624 0.0056839098664820406 0.0084324972594913561 0.0010526316405048419 0.51591844515942575 0.0012152519030905751 1.5074782278330392 0.0019893990383853524 9.0075669813369981 1.5230979709122028 0.54905466293339589 0.50307083980514111 0.51631361036163603 0.5113149133071142 0.5043676926327505 0.52311499081074664 0.50666466130578403 0.50150053944009443 0.52320346006393137 0.53807312425124187 5.0201142986768623 4.0102760522355112 0.50528939389202854 0.5088972370749606 2.5323671648663315 7.5536492345411226 0.53544277126383111
leaf_count=73 130 163 1420 133 38 29 19 246 37 216 23 393 55 175 24 32 169 66 61 64 11 141 146 60 57 22 37 153 390 50
internal_value=9.11901e-08 -4.74795e-07 3.36003e-07 3.51353e-05 0.0611986 0.0767394 -0.040967 -0.000294569 9.2308e-06 -8.20533e-05 -0.0654119 0.000142572 -7.28676e-05 -0.000340346 -0.00236294 -5.92024e-05 0.00062743 8.98644e-05 0.00110778 2.87619e-05 -0.000559072 9.34322e-05 0.00026587 -0.000203507 -0.000311823 1.02877e-05 5.57967e-05 0.000148144 0.000228189 0.00081609
internal_weight=42.9524 42.9511 42.9499 38.4167 0.0162637 0.0141164 0.0021473 4.53323 38.4004 22.7951 0.00320465 15.6053 22.7919 8.62129 1.05213 7.56917 2.03579 14.1706 1.02748 1.51948 1.01282 15.089 9.54564 5.54332 5.53337 13.1431 12.6378 11.1304 10.6215 3.06781
internal_count=4633 4560 4430 2764 249 67 182 1666 2515 1642 60 873 1582 587 199 388 276 995 127 244 180 740 539 201 112 868 846 630 593 203
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=20 5 13 22 3 20 16 8 5 5 18 15 16 18 18 19 4 20 20 7 9 17 9 22 2 8 2 20 13 10
split_gain=4.87952e-05 0.000278555 0.00131558 0.000472287 0.000251516 0.00639041 0.00449792 0.00133737 0.00228373 0.00102992 0.000506346 0.000109568 0.000174774 0.000165935 0.000149096 9.32302e-05 0.000215908 0.000256407 8.92993e-05 0.000155427 0.000326705 8.66672e-05 8.16834e-05 9.5187e-05 0.000210083 7.83335e-05 0.000173893 6.71315e-05 6.75091e-05 0.000123802
threshold=42.206017975500011 13.153721664750002 98.255079293500017 -0.016679999999999997 93.499196860750018 43.847983878700006 22.694946929300002 8.2435668022500028 23.286780469550006 21.836296031200003 13.258241318650002 46.435439118750004 22.544947280100004 11.634276750250001 12.252111811850002 14.451165964200003 273.29151239050003 41.542492784600007 39.354247760400007 23.209106085000005 188.08209940425004 188.27285108100003 192.39832633775004 -0.083834999999999993 120.31044416595002 8.4434108459500017 282.08781659895004 42.081757894750005 117.67112391160002 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 21 6 7 8 -6 -9 -10 13 -13 -3 -15 27 17 18 -17 20 -20 -2 -23 24 -24 -25 -27 28 29 -16
right_child=4 11 3 -5 5 -7 -8 9 10 -11 -12 12 -14 14 15 16 -18 -19 19 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.072197753116479621 -0.0013420564242552979 0.039750860961182938 0.01091168543354048 0.092492075864465728 -0.097387041050727707 0.00015826487014545626 0.037410754332618437 -0.045879249408559891 0.0011262425190693929 -0.10009984671465277 0.095870397896834061 0.00036628320756694293 -0.002253096330911778 -0.030431113503919367 -0.0008005631211387863 0.0011151473338840744 0.0024064738927901661 0.0023358581152465871 0.00055772681543645537 0.00025709822189050514 -0.0030051071639074205 -0.0012321617571751022 -6.0966406351205911e-05 8.9363955648921669e-05 0.0024054701269184686 -0.002214865417257861 4.5832501268282773e-05 0.0011580463470829755 0.0005045806209074598 1.4976269263692423e-05
leaf_weight=0.0010071406185464529 0.51060120350951699 0.0010548118528558295 0.0011770975081599744 0.0017868964384621933 0.0020599793845318534 0.50626574713226258 0.0046982746733448258 0.005018022558942902 0.0011343403150846226 0.011605706851664621 0.0011220562464828721 0.50140858005476363 0.5177766397322614 0.0016007090025621498 2.0315018766043584 0.56382170916731356 0.52814715397312273 0.51947929590562569 0.50613824753963876 2.0078387477951765 0.52365603335556443 0.51037142095519072 1.0080236929505133 5.5234100387437222 0.52531251185835071 0.51521688179082015 1.0019156394810125 0.50709471234444947 2.3819465839288219 22.229139361814052
leaf_count=601 565 51 42 32 18 275 26 22 84 116 15 11 88 55 180 56 112 55 14 22 37 400 97 197 129 49 14 25 88 1157
internal_value=1.85601e-07 5.93875e-05 0.0265427 0.0600939 -0.00019171 -0.00230836 -0.0510154 -0.0708553 -0.0212599 -0.0837329 0.0482404 5.61832e-05 -0.00096444 8.88925e-05 8.75769e-05 8.91132e-05 0.000502896 0.000258929 -4.06501e-05 -0.00025518 -0.00125399 -7.43701e-05 -3.11684e-06 7.00437e-05 0.000784021 -8.54511e-05 -0.000721899 1.82576e-05 -3.4363e-06 -5.33142e-05
internal_weight=42.9513 32.8246 0.00397113 0.00296399 10.1268 0.531904 0.0256384 0.0209401 0.00431638 0.0166237 0.0022564 32.8206 1.01919 31.8014 31.8004 31.7988 4.64908 4.12093 3.60145 3.03763 1.02979 9.59485 9.08425 8.57388 1.53334 7.04054 1.51713 27.1497 26.6426 24.2606
internal_count=4633 2626 675 74 2007 556 281 255 117 138 99 1951 99 1852 1801 1746 296 184 129 73 51 1451 886 486 226 260 63 1450 1425 1337
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=23 14 23 15 16 13 22 20 23 0 8 3 19 17 9 23 22 15 20 6 19 6 6 16 15 23 23 14 21 17
split_gain=4.99231e-05 0.000185311 0.000151351 0.000849291 0.000456289 0.000810084 0.000220806 0.000247846 0.000177062 0.00015005 0.000219693 0.000158174 0.00026667 0.00012517 0.000105042 0.000100209 8.61934e-05 0.000102856 8.03947e-05 6.81636e-05 7.27668e-05 0.000192504 0.000195007 0.00019182 6.65943e-05 4.99231e-05 5.96617e-05 4.82517e-05 0.000367655 0.00544387
threshold=0.10249000000000003 186.51427598835002 0.096480000000000024 35.133229767950006 13.534968349350001 96.607054459550014 -0.087660000000000002 42.783136484500005 0.085235000000000019 86.345209775600011 8.543332867800002 93.668569722950011 14.451165964200003 191.40027208745002 195.34352961910002 0.10787500000000003 -0.043559999999999995 22.764291755200002 41.444941515100005 16.605387982250004 14.451165964200003 16.425383776450001 16.505385645700006 22.574947209950004 20.734744936600006 0.094780000000000017 0.094385000000000011 181.67250789200003 3.4893684343500007 199.59317753375004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 14 5 6 7 -1 -7 11 13 12 -3 -11 -4 -13 17 -15 -18 20 24 -22 23 -23 -6 26 27 -26 29 -29
right_child=1 9 3 -5 19 8 -8 -9 -10 10 -12 15 -14 16 -16 -17 18 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.056856688689467742 -0.0019449291720850239 -0.003191262032507049 0.00027114086804146982 0.0042878602449001393 0.0011572128982787102 -0.043618574743109415 -0.028454896988702346 -0.0078127690587285921 -0.10002378173326998 0.0015210299940577171 0.0022117371753030469 -0.0011191613815063185 2.4754535278708792e-05 9.01655792808907e-05 -0.0013862032113090856 0.00012660330095450433 0.00087055367104370686 -0.0019264401827207716 -0.00018491277862605997 0.0011364410220613167 -0.0022421698187863764 -0.00061528415287621615 -0.0016141629899372317 0.0021233126819642698 0.00017890641531295468 -0.00097424057836841644 0.00077883719432955863 -0.040556510885236201 -1.9663042732514191e-05 -4.0960587818789697e-05
leaf_weight=0.0010053590441058552 0.56854744698167259 0.52385061529275556 1.5054212216169354 0.54846062990395683 0.51161056597312438 0.0010017787847620974 0.0016660417175134714 0.0014435756188734411 0.0012521511396687279 0.5218550966248906 0.5207755294519244 0.86921023316229407 0.50773023323745292 0.50101422565791753 0.51264142708789506 2.5111074460036633 1.0142183109477509 0.51077001753789464 2.5019163632679771 0.52212378228369516 0.52505089236077696 0.50425112649220671 0.51365332130222885 0.51901190996992241 9.0692372237326584 0.51022231682472252 1.008194549372887 0.035445252669290217 15.590616924809739 0.51524701225565628
leaf_count=271 102 29 72 108 269 142 429 220 37 99 41 30 16 46 118 57 41 59 51 459 120 17 69 70 274 53 23 323 834 154
internal_value=5.45374e-08 -0.000188869 6.15817e-05 0.000798465 -1.81627e-06 -0.0267652 -0.00037035 0.0187359 -0.074954 -8.8853e-05 0.000256183 -0.000524502 -0.00160838 5.45091e-05 -0.000149868 -0.000193731 -0.000114511 -0.00092786 0.000119533 3.89892e-06 -1.62811e-05 -0.000589052 -2.43041e-05 0.000773767 2.70746e-05 5.44298e-06 2.45078e-05 -5.65854e-06 -0.000109359 -0.00264874
internal_weight=42.9486 10.551 32.3976 2.56652 29.831 0.00636891 0.00411498 0.00244893 0.00225393 9.98245 5.57055 4.4119 1.03158 5.04977 2.01806 3.38032 4.52792 1.01178 3.51613 29.8247 29.3025 2.06197 1.53692 1.02326 27.2406 26.729 26.2187 25.2105 16.1413 0.550692
internal_count=4633 571 4062 298 3764 1099 920 491 179 469 337 132 45 296 190 87 197 105 92 2665 2206 276 156 87 1930 1661 1608 1585 1311 477
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=0 6 23 4 9 8 22 5 5 5 15 7 8 22 17 19 5 5 22 21 23 6 20 9 6 5 16 16 5 15
split_gain=5.11647e-05 0.000160182 0.000105598 9.86185e-05 0.000399402 0.000725644 6.1362e-05 5.22433e-05 0.00318591 0.00253375 6.28213e-05 0.000105467 5.84681e-05 0.000768963 0.000582078 6.22093e-05 0.00025455 0.000162866 0.000855074 0.000106568 0.000170358 0.000370231 0.000110826 0.000265936 9.78375e-05 0.000164911 8.89191e-05 0.000157961 7.06998e-05 7.81723e-05
threshold=97.886760529650019 11.865277230300002 -0.54009999999999991 143.58239362595003 203.09362050815002 8.4434108459500017 0.12419000000000002 25.546339592900001 16.316541761950003 14.835543846500002 46.435439118750004 23.781511574300001 8.8430989333000021 -0.51760499999999998 191.86029796145002 14.351157895250003 20.201591378100002 21.556055031700001 -0.06828999999999999 7.6791457491500008 0.098085000000000019 16.465384711100004 43.022303514600004 187.55294863440002 16.425383776450001 20.769304081650002 22.594947163200004 22.624947093000003 16.904667913650005 31.264641197600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 8 9 -5 12 -12 13 14 -10 26 -17 24 19 22 21 -21 23 -19 25 -18 28 -28 -15 -30
right_child=1 -3 3 6 -6 -7 -8 -9 10 -11 11 -13 -14 15 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.032296533535749482 -0.00010776150679030877 -0.0019587495965967933 0.041533288251448912 -0.066234665749350052 0.049001783749405753 -0.048277024436085662 0.0010485259589184885 0.0010191294208717352 0.00025160866840973366 0.084349407859234782 -0.0017954376406770093 0.00024243158373922505 -0.0010372849279580039 -0.00030423652617330549 -0.10003402256490489 0.0023736034462294078 0.00015320987819895503 0.00011501051420379682 0.0042261673932590471 0.0034083408582484434 -0.00012860451836394055 -0.00039777671849089956 0.00041205703774813574 -0.0027522669601489709 -5.6446642831298237e-05 -0.0023943533989666775 -0.0012648511221796657 -0.00010319927670754662 0.00057410110780828176 2.1480663101133885e-05
leaf_weight=0.0010148535947028794 4.5161038212276639 0.52151530832281334 0.0016790330523680499 0.0013218551244084109 0.002011046646430259 0.0019381000984139973 0.59036888085194661 0.51711502449327795 0.0010135233892317732 0.0072239969383574021 0.51101050481268717 0.50486409767398754 0.52053432906342223 4.0150028592170566 0.0013492474782665909 0.52425593488533095 0.50361420525950762 0.85565113693883088 0.55777272370096476 0.52140747944486066 1.5107097358049941 0.50126546510728076 1.0060607332014797 0.52008851709092596 5.0268364376129284 0.51285814613947878 1.5254497790677408 5.0317814435880379 3.5665235065109977 9.0681044377877544
leaf_count=77 1455 275 24 146 22 26 234 526 89 28 74 35 85 60 29 73 11 7 100 39 18 10 19 53 159 34 57 83 412 373
internal_value=3.5287e-08 -0.000299384 3.98244e-05 3.89608e-05 0.0132751 -0.00658807 3.69953e-05 2.09903e-05 6.96242e-06 0.0610574 -7.2203e-06 -0.000782668 1.48024e-05 3.03386e-05 -0.057016 3.41626e-05 0.0002186 0.000120498 0.00051567 9.46047e-05 0.000546091 0.00154276 -0.000385616 -0.000968943 -0.000237379 -0.00113216 -6.15301e-05 -0.000373442 6.13121e-05 0.000177475
internal_weight=42.9464 5.03762 37.9088 37.9078 0.00562818 0.00361713 37.9022 37.3118 36.7947 0.00854585 36.7862 1.01587 35.7703 35.2497 0.00236277 35.2474 12.0405 11.5163 5.47296 4.91518 2.53338 1.02267 2.3818 1.37574 6.04331 1.01647 23.2069 6.55723 16.6496 12.6346
internal_count=4633 1730 2903 2826 72 50 2754 2520 1994 174 1820 109 1711 1626 118 1508 523 450 246 146 67 49 79 60 204 45 985 140 845 785
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=20 22 17 22 12 0 17 6 10 5 15 16 14 4 23 21 4 9 0 3 17 21 23 22 6 23 13 15 21 23
split_gain=4.19074e-05 0.000956941 0.000820069 0.000419501 0.000355141 4.14769e-05 0.000140855 0.000134045 5.37776e-05 0.00169072 0.00197198 0.000651342 4.96148e-05 0.000195123 4.67188e-05 0.000119448 0.00094323 0.0114384 0.00320676 0.00406297 0.000388384 0.000213844 9.19383e-05 0.000355265 0.000133417 8.79911e-05 0.000359337 0.000148514 0.000141806 0.000125531
threshold=34.515670600900002 0.24901000000000004 199.89028782265004 0.11061500000000003 138.67909474840002 97.886760529650019 165.35321678605001 11.865277230300002 75.499969677400017 16.316541761950003 24.089489904150003 17.744958504600003 129.42733769190002 143.58239362595003 0.091885000000000022 5.2921303083500009 191.74731805145004 202.86134752310002 86.264556031700025 89.883220675300024 192.19686994285004 5.7892729308500011 0.088145000000000015 -0.082275000000000001 16.565387047600002 0.10307000000000002 117.58509325145 38.86986296220001 8.6710512402000024 0.11148000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 -7 9 10 11 -8 -11 -14 22 16 -16 18 -18 -20 -21 -17 24 -24 -15 26 27 28 -23 -27
right_child=5 -3 -4 -5 -6 7 8 -9 -10 12 -12 -13 13 14 15 21 17 -19 19 20 -22 25 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.014716774972001629 0.028239732045556923 -0.077342927964512254 -0.04319630629768275 0.098310254818698831 0.067445576867004642 -9.5454843420276976e-05 0.025766565966500704 -0.0017896776483563945 0.00105216437449487 -0.017458723017320321 0.088687671802926929 -0.08636715612194483 0.025261870454890756 -3.6072474592198592e-05 2.07946760864985e-05 -0.0014176085223078867 0.01385290064416048 -9.1803451501700666e-05 0.012595954156453227 0.10010430689144484 0.075037241940489594 8.0590279494858206e-05 -0.0001535791603478931 -0.0029302892157082334 0.0015954210038097091 -0.0011230342627674777 0.0029251648300969019 0.00078849295159220229 -0.0019622188473791798 7.090982454868742e-05
leaf_weight=0.0010647421392195894 0.0017705219428226773 0.0010528279728145035 0.001186025118437831 0.0012895750460608689 0.0010398877370170583 4.5163545898787092 0.0010510474735221367 0.52084664890832399 0.51122900396033699 0.0016256864391895878 0.0044286710893227665 0.0010214099250163144 0.0030600919253619399 16.655114761998057 3.9182086173487845 1.0157329496025074 0.017258023553054502 0.52249966289571148 0.0099467781324165117 0.013068186493910616 0.011728003836196876 1.0051512094968025 3.5282939035597574 0.52999111676096955 0.51678601083745945 1.0306777892770353 0.5238884147461248 1.5188157271313256 0.51336736841386521 6.0481851714506192
leaf_count=84 285 57 82 10 135 1267 42 251 150 22 43 13 35 1014 68 29 33 105 20 24 17 24 131 98 260 57 34 47 70 126
internal_value=8.96914e-08 0.0086248 0.0283856 0.0533983 0.0258793 -1.04173e-06 3.47869e-05 -0.000270637 3.34693e-05 1.95408e-05 0.0510118 -0.0294985 1.0673e-05 1.14327e-05 9.36554e-06 0.000137553 0.00057562 0.00435964 0.0490872 0.0665892 0.0882482 -3.12994e-05 -8.81386e-05 -0.000516203 1.30271e-05 0.000101042 0.000506484 8.93026e-05 -0.000610025 -0.000102928
internal_weight=42.9457 0.00563306 0.00458023 0.0033942 0.00210463 42.9401 37.9029 5.0372 37.9011 37.3899 0.00650113 0.00207246 37.3834 37.3818 37.3787 16.1485 4.49271 0.574501 0.052001 0.034743 0.0247962 11.6558 21.2302 4.05829 17.1719 10.6401 3.56122 3.03733 1.51852 7.07886
internal_count=4633 368 311 229 219 4265 2747 1518 2462 2312 98 55 2214 2192 2157 654 267 199 94 61 41 387 1503 229 1274 358 175 141 94 183
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=18 23 22 10 15 7 20 20 0 18 21 22 16 15 16 22 21 6 23 6 21 10 2 8 15 3 15 15 10 12
split_gain=8.24613e-05 0.000976992 0.000692951 0.00028378 4.12768e-05 0.000184986 8.68775e-05 5.96785e-05 0.000184607 8.56899e-05 0.000362523 0.000174084 0.000442438 0.00013724 0.000118646 0.000268449 0.00031733 0.000228935 0.000124503 8.4182e-05 8.05334e-05 7.77846e-05 0.000204651 7.19609e-05 6.32076e-05 0.000142836 9.13132e-05 5.40387e-05 0.000114377 5.16382e-05
threshold=12.351257465600002 0.099855000000000027 0.12616000000000002 57.027573863050009 46.435439118750004 23.543468673550006 42.206017975500011 42.206017975500011 86.103248543850015 13.900697602550002 8.9448347342500032 0.0041150000000000015 22.834946602000002 33.423812040500003 18.874955862150003 -0.082275000000000001 1.0000000180025095e-35 14.385336111050002 0.098510000000000028 16.465384711100004 1.9425901130500003 62.132955852800002 152.68195387130001 8.543332867800002 38.86986296220001 93.017962855400015 36.776646943950006 28.298162031900002 80.677940036650014 204.10470872680003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 9 -9 11 14 13 -13 -2 17 23 -17 18 20 24 -11 -15 -23 -16 26 -26 27 28 -10 -29
right_child=4 -3 -4 -5 5 6 -8 8 19 10 -12 12 -14 21 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.017834660858673523 0.0017412913644152678 0.070008751913251815 -0.08668581204460897 0.044320859610068652 -0.0020570689557996851 -0.00065509105504662579 0.0011964085346244015 -0.0020221086765743832 -0.0017633945430786163 -0.0011086184438035005 -0.0026882003602464568 0.0034895557241014529 -0.00055609377439068874 2.0673018637465781e-05 -0.00038200975236172782 -5.3362640401440693e-05 -0.0035421772155275464 0.0021742467627581872 -0.0014927299435203861 -0.0013340889334121009 0.00018987821305594928 0.0023899498828169581 8.8850182270791144e-05 0.0013002499324377774 0.0018832412601706911 -0.00048636377061775382 -0.0014125997462896601 0.00030575349161802393 6.7450756658681728e-05 -0.00038124556312850677
leaf_weight=0.0017664903488917574 0.52076464452169702 0.0019444254750684564 0.0010379803453872682 0.001257420629966477 0.5140189215200931 0.50623806783995895 0.50748838225877435 0.52606320789491512 0.5167442941505066 0.50782617010883768 0.5278500380993848 0.53518000111840425 0.54620693733079406 16.001781599990299 0.50875001306252465 0.51358288683241038 0.52949501534840238 0.52270460561589693 0.51203131823677672 0.51738150943550998 8.0333722451257525 0.51946174301337977 1.509907229780765 0.50836661481662304 0.51782767305385824 0.50000837350671645 0.50984468343278866 4.0178922519967308 1.0045542178458031 1.5035291510194904
leaf_count=268 281 26 19 48 125 34 44 252 475 418 297 85 12 252 55 41 129 159 181 50 359 70 29 29 60 7 34 198 533 63
internal_value=3.36673e-07 0.0117166 -0.0161878 0.00801122 -1.30221e-06 -0.000511761 0.000271801 1.75297e-05 -0.000200792 8.35389e-05 -0.00012502 0.000212753 0.0014461 0.000140862 -8.74637e-06 -0.000697175 -0.00182438 0.000139364 2.18764e-05 -9.53617e-05 0.000112675 9.46389e-05 0.000677867 0.000458803 -2.05817e-05 0.000719181 -0.000120277 -2.6722e-05 -0.000554438 0.000118678
internal_weight=42.9449 0.00600632 0.00406189 0.00302391 42.9389 1.52775 1.01373 41.4111 9.61385 31.7973 12.164 19.6333 1.08139 18.5519 11.6361 2.06019 1.04308 9.57593 9.05323 9.08778 8.5412 18.0312 2.02937 1.01712 8.5704 1.01784 7.55256 7.04272 1.5213 5.52142
internal_count=4633 361 335 316 4272 203 78 4069 1672 2397 1668 729 97 632 1371 254 170 1117 958 1420 777 351 99 84 1370 67 1303 1269 1008 261
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=22 22 14 17 20 9 8 23 0 10 21 17 7 17 5 15 7 21 14 18 18 20 20 17 6 17 23 18 9 7
split_gain=3.8988e-05 0.000131706 0.000129037 0.000371866 0.00110777 0.000465782 0.000285855 0.000207328 0.000125894 0.00582498 0.00096589 0.000932496 0.00242173 0.000760335 0.000759829 9.2841e-05 0.000224681 7.59925e-05 7.08871e-05 0.000173123 0.000179214 6.72976e-05 9.14615e-05 0.000296554 7.06494e-05 0.000139621 6.66777e-05 9.00477e-05 5.94206e-05 0.000141185
threshold=0.048475000000000011 0.055540000000000013 129.42733769190002 174.47088669260003 40.371455563000005 70.238863950400017 8.4434108459500017 -0.20885999999999996 100.01333091085002 80.538140213850014 1.2847270946000002 179.03071761140004 23.781511574300001 177.30738098725001 12.679739965100001 46.435439118750004 23.727132803250004 8.449163415300001 287.53969172315004 13.758874730250001 15.079587624050001 43.735142172100005 42.206017975500011 191.56943241645004 16.355382140900002 195.81403325600004 0.089345000000000022 15.398663672050001 195.34352961910002 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 -4 -6 11 10 -10 12 13 -5 -12 21 -17 -16 19 -3 -21 22 28 -24 26 -26 27 -25 -13 -30
right_child=1 18 3 8 5 -7 -8 -9 9 -11 14 15 -14 -15 17 16 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.030804030538441381 0.0017475662198474214 0.0018442521404428607 0.032441106947976431 -0.018969921416346774 0.037835460401068943 -0.063158881793467833 0.099844369933927687 -0.020926023675287647 -0.0068526349066526451 1.4618554602242746e-05 -0.0032869850266595787 0.00027391126677553585 -0.10013343019340924 0.096387572649995534 -0.098331804792927052 -0.0024405794716874335 0.0005220285339161936 -0.075233078045335133 -0.0010505645046115031 -0.0017496524126325384 0.00016949255294428978 0.0011371614832789507 -0.0026254788240289962 0.0017485855456625639 -0.00011622052278663649 -0.0020252023766362997 -0.00017221725171602171 -0.0001327095259443235 -0.0011811812224841447 2.8765450921609164e-05
leaf_weight=0.0013554853634393229 0.50852226996623962 0.56975324264451099 0.0010318800114930407 0.0012011436381013088 0.0014344912763846196 0.0011795577361644882 0.0016123042516937858 0.0010327151851852179 0.0019448365317242819 0.5053866120361582 0.0010422269335799159 8.9837402424669417 0.0030519954382839387 0.0010897321935026127 0.0069665294390226506 0.51278919272444301 0.5111615463771777 0.0017902972681156371 0.51130098760373677 0.52282257322574377 7.0199576423297021 0.51713191076976883 0.53226448511088609 0.51626202828488421 1.5073478461534366 0.51369937568188095 2.0064451386171669 0.5016459055350424 1.0256301254381721 16.153796690760544
leaf_count=24 93 120 218 125 83 332 8 130 55 721 74 343 18 15 69 126 65 35 254 126 225 299 125 61 91 48 50 24 59 617
internal_value=3.32782e-07 0.000183673 -4.91858e-05 -5.04227e-05 0.0242601 -0.011472 0.0735406 0.0132393 -5.49469e-05 -0.00160324 -0.0712263 -3.08935e-05 -0.0418044 0.0359038 -0.0840027 -2.41874e-05 -0.00096163 -0.0936094 9.14543e-05 0.000163431 3.64684e-05 5.56941e-06 -1.28669e-05 -0.000380512 -0.000143679 -0.000601436 0.00016222 0.000821445 6.55106e-05 -4.34697e-05
internal_weight=42.9444 9.13236 33.812 33.8107 0.00629095 0.00364676 0.00264418 0.00246721 33.8044 0.517131 0.0117439 33.2873 0.00534287 0.00229088 0.00979905 33.2819 1.02395 0.00875683 8.62383 8.11253 7.54278 32.258 31.7408 5.57766 5.0454 2.02105 3.02435 1.01791 26.1632 17.1794
internal_count=4633 818 3815 3791 771 545 226 213 3020 954 233 2066 158 140 178 1908 191 104 725 471 351 1717 1418 399 274 139 135 85 1019 676
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=16 22 17 7 0 0 9 0 7 20 7 5 22 16 9 21 21 4 7 15 9 7 16 20 21 2 5 20 8 19
split_gain=4.68262e-05 4.77591e-05 0.000197815 0.00279734 0.00225128 0.00168987 0.00222187 0.00121005 0.000382693 0.000160266 0.000911647 0.000418723 0.00109832 0.000496419 0.00053836 0.000241504 0.000497639 0.000138275 8.98277e-05 4.08985e-05 0.0012027 0.000851797 0.000142593 4.9323e-05 0.000886752 0.00346244 0.00224819 0.00220007 0.000228512 9.96339e-05
threshold=22.794946695500006 0.11061500000000003 192.64609805285002 25.070284486400002 86.538778761000017 93.72771580185001 205.22231928645002 89.861713010250014 23.736034462250004 34.969856643350006 23.960918281000001 13.252098438300001 0.059500000000000011 17.874958200600002 199.39609444495002 4.2092667883500008 15.833449912500003 143.58239362595003 24.717948180000004 24.140213186200004 177.59430306730005 22.398098708400003 15.454963859600001 40.00488309970001 1.8364927951500001 113.96113505555 24.393336510100003 41.909642283050012 8.7431769115000026 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 6 7 -6 -9 10 -1 12 13 14 15 -11 -17 -13 -7 22 21 -21 -19 28 25 -25 27 -27 29 -22
right_child=-2 2 3 -5 5 18 -8 8 -10 11 -12 17 -14 -15 -16 16 -18 19 -20 20 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.024972764472204673 -0.00091105904830883488 -0.00026918477837618849 0.068881704489951984 0.00026242646070599095 -0.06063270153366751 0.061049991402404163 0.048644888664696628 0.029479169435396309 -0.016351607140370646 0.042200396082866597 -0.084055861481041244 0.02042222832746516 0.09422666990855609 0.06906383859594932 -0.057977538389779218 -0.048143809507176311 0.036332221981207787 -9.5679667854393224e-05 0.092520491788308207 -0.0081708207731943493 -0.00012509928334997777 0.09301255970751332 -0.0018642070653085722 -0.058973201029879532 -4.7095492460606015e-05 0.091879836055538677 -0.037084389482924432 0.014580666199495454 0.0022887301416760204 0.0010478399698296687
leaf_weight=0.0017545720160776549 0.55656594937199955 1.0136835365420116 0.010357354707593913 0.5096727749377018 0.005182270826480817 0.0021115664832507255 0.0064431571283876101 0.0030463226512313923 0.0045331267389201457 0.0015883284349179141 0.0013624163045985393 0.0033114382849949156 0.00169339973808047 0.0010123007759261782 0.0015214743129062444 0.001419584060839113 0.0013706526914832318 4.0183998959996998 0.001589914285723637 0.0012832863520760842 4.0657713888943254 0.0023658072509533667 0.51425036983360328 0.0044635712183688217 30.788875393326069 0.0078889582858749918 0.0031628405882884172 0.0069046430290633518 0.51938214965318241 0.88114605018489545
leaf_count=142 110 251 17 137 12 40 12 35 16 198 167 32 28 33 269 347 116 485 11 231 290 8 289 22 1098 65 35 37 45 55
internal_value=2.23836e-07 1.21899e-05 0.000555831 0.00209617 0.0301931 0.0126996 0.000775362 -0.0233931 0.00206864 -8.53661e-06 -0.022683 -6.80545e-06 0.022049 0.0043668 -0.00673361 0.0110728 -0.00664651 -1.14556e-05 0.0745677 -1.31135e-05 2.22687e-05 0.0574291 -0.000296327 1.64942e-05 -3.26189e-05 0.0198478 0.0394409 0.0558019 0.000293325 8.38249e-05
internal_weight=42.9421 42.3855 1.55662 0.542936 0.0332637 0.0229064 0.0192049 0.0127617 0.00757945 40.8289 0.00311699 40.8258 0.00860574 0.00691234 0.00590004 0.00437857 0.00279024 40.8172 0.00370148 40.8139 36.2812 0.00364909 4.53265 36.2776 30.8113 0.02242 0.0179564 0.0147936 5.4663 4.94692
internal_count=4633 4523 531 280 143 126 75 63 51 3992 309 3683 991 963 930 661 463 2692 51 2660 1886 239 774 1647 1257 159 137 102 390 345
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=8 15 4 5 14 18 13 22 16 8 5 18 15 7 18 19 19 9 9 0 7 9 7 7 20 13 20 8 22 21
split_gain=5.64093e-05 0.000102225 5.56071e-05 0.000366166 0.000919728 0.000268492 0.000644854 0.000589038 0.000819248 5.83015e-05 8.47696e-05 4.85754e-05 0.000111091 8.42138e-05 0.000247828 0.00446333 0.00792809 0.00450194 0.00282602 0.00221498 8.13536e-05 0.000212139 5.48299e-05 5.3121e-05 4.94112e-05 0.000176332 7.43618e-05 0.000326073 7.42826e-05 9.18375e-05
threshold=8.8430989333000021 11.870705757150002 141.79569928155004 13.153721664750002 184.93271450310002 17.142803710550002 96.789869612400011 -0.15962499999999999 13.854967601050001 8.7431769115000026 21.990725385850002 12.880535946600002 15.000551226050002 22.721067571950005 12.964611930900002 14.351157895250003 14.551174033150001 188.55070358395002 185.98753508445003 85.662341410450011 22.929105819350003 187.24995708280002 22.343045670750005 22.532843451200005 36.859113051050009 109.58961877145002 39.571921479100006 8.1436447804000007 0.12616000000000002 3.9632429946000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6 -9 11 -11 22 -13 14 23 -16 18 19 -17 -18 21 -15 -5 -14 25 -22 27 -26 29 -28
right_child=-2 2 3 9 5 6 -8 8 -10 10 -12 12 13 20 15 16 17 -19 -20 -21 24 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.02867729356250881 -0.0010244642366034672 0.017628923262968253 0.089631464715046627 -9.8252763532028856e-05 0.047350330467213007 -0.019381232790570767 0.068105958903898811 0.015926915515803892 -0.098344714205888889 0.0011808767124006124 -9.0391150977784811e-07 0.032204563672424767 -0.000213922484539673 8.9450181324347551e-05 0.00012841835802672796 0.017766892345241588 -0.03658543969006383 -0.089834832820983979 0.09697843689518762 0.095013978604807592 -0.00022879917262057605 -0.0023785842947491461 -0.0013744053515095248 0.00057135006990927703 3.0363207966547439e-05 0.002046747282145153 -0.00066362965066861642 -0.0027098039051074267 0.0011833975631098811 3.0040013603548752e-05
leaf_weight=0.0012418476995595942 0.53047478494672518 0.0017920514238117793 0.0015784854915313548 0.8636393534636102 0.001094360664982412 0.0016464814791720085 0.001725385731475626 0.0012690528572068781 0.0012408295885623305 1.0165872314482833 1.5063677514067988 0.0010711580794325872 2.009315842785429 1.0109077301880791 0.51310544463591501 0.0063982720276953833 0.0022687997025059303 0.005937154193020433 0.015213159059840109 0.0029315556002984522 1.0100156191209162 0.53131611667694034 0.55177800552610279 1.5079215351975679 2.014733409544005 0.51374561900386329 2.058673675725891 0.55359740085268594 0.52196541545642006 26.181525224940682
leaf_count=504 204 26 49 509 98 300 46 149 257 33 37 69 60 27 272 32 16 14 37 36 113 66 20 11 136 48 458 174 118 714
internal_value=3.46333e-07 1.31647e-05 1.40049e-05 1.32605e-05 0.0207002 0.00510308 0.025386 -0.0138721 -0.0405664 9.08662e-06 0.000475277 -2.04092e-05 7.63968e-07 -1.32957e-07 0.000430412 0.00241289 0.0382057 -0.0303326 0.0735271 0.0376001 -5.09911e-05 -0.00076082 -0.000595741 0.000122742 -1.76708e-05 0.000538416 -4.47161e-05 -0.000560273 1.3208e-06 -2.05276e-05
internal_weight=42.9411 42.4106 42.4094 42.4076 0.0085546 0.00697611 0.00337187 0.00360424 0.00250988 42.399 2.52295 39.8761 38.4606 38.4596 4.06309 0.545854 0.0327489 0.0111375 0.0216114 0.00520036 34.3965 1.54222 1.41542 3.51724 32.8543 1.52376 31.3305 2.56833 28.7622 28.2402
internal_count=4633 4429 3925 3899 899 850 346 504 406 3000 70 2930 2401 2332 478 407 135 66 69 52 1854 93 529 71 1761 161 1600 310 1290 1172
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=8 15 8 19 20 18 9 15 23 20 10 13 22 7 9 7 8 20 3 22 4 21 5 16 23 5 6 5 23 16
split_gain=4.56749e-05 8.35279e-05 4.47106e-05 9.383e-05 0.000140219 3.63006e-05 0.000354145 0.00154909 0.000482029 0.000625755 0.000309017 9.46032e-05 5.82142e-05 5.63814e-05 0.000225964 6.81962e-05 0.0001821 5.2108e-05 0.000239354 0.000417431 0.000111766 0.000371667 0.00824386 0.00520787 0.00221663 0.00195943 0.00145376 0.00247169 0.0010307 0.000699203
threshold=8.8430989333000021 11.870705757150002 8.7431769115000026 14.151141757350002 42.498713093000006 12.880535946600002 177.59430306730005 32.355961258350007 -0.17949499999999999 45.044778924400006 80.677940036650014 99.322397171300011 -0.043559999999999995 22.721067571950005 191.96565807215003 22.929105819350003 8.2435668022500028 41.559097512700014 93.292185584700022 -0.098419999999999994 275.83115341155002 11.155580190950003 24.082771358500001 22.614947116400003 0.089345000000000022 19.973460566700002 14.935348962050002 17.756175227850004 0.083070000000000019 17.809958352600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 12 7 8 -7 -10 11 -11 -3 14 -8 16 -15 20 -19 -20 -17 22 23 24 25 28 27 29 -22 -26
right_child=-2 2 3 4 -6 6 13 -9 9 10 -12 -13 -14 15 -16 17 -18 18 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.026024230952441975 -0.00092140672514292449 -0.0010197802503511542 -8.1980520192549597e-05 0.0023095036474736711 -3.4541606828874714e-05 0.036078216683748693 6.7268067746748973e-05 0.097067050531576368 -0.090706976757277513 -0.046829441293905448 0.038699307958670458 -0.0035803179320738864 0.00029607686351104337 9.775297641972476e-05 0.002300209168446692 -1.9258925131162443e-05 -0.0021873878281975733 -3.9960707252448654e-05 0.00043314447615089486 -0.0035907736173089936 -0.047276490235012597 0.00016629041296662331 3.9213643740270791e-05 0.10005662151716162 0.011936507629172763 -0.095637786835320329 0.082972535965249727 -0.10003329968363417 0.064018402193750851 0.10001969932582329
leaf_weight=0.0012321478037325964 0.53080518051607484 0.86810853353627637 1.5011490235060585 0.52064381260711889 0.50054118407024362 0.0020556738937654445 3.5370746897332941 0.0020109104340662043 0.0010310981965780813 0.0010095767787745569 0.0012113904128401298 0.0010135026948542847 0.548727591096972 1.011021304536835 0.5197948605998447 16.16948017347282 0.53234306762334771 12.096989548360016 0.50362476219802588 0.52816728576365324 0.0014093654420901094 3.0183618474876059 0.51317068025878143 0.013506978074474318 0.001978013504410514 0.0026775753525374313 0.0050211726920679212 0.0015134016097135827 0.0020316064227274 0.0016553970208406099
leaf_count=504 204 385 16 47 9 204 167 8 392 133 128 104 165 26 44 691 66 774 25 104 56 76 36 49 65 42 23 52 23 15
internal_value=4.64528e-07 1.20031e-05 1.27596e-05 0.000421068 0.00116055 -1.30619e-05 5.24693e-06 0.0206194 -0.00370012 -0.0228702 -0.0012449 -0.0251629 -0.000510161 7.80971e-07 0.000353368 -4.07969e-05 -0.000690446 -1.02838e-05 -0.00016466 -0.00162667 9.24376e-05 0.000599573 0.00300821 0.0541469 0.0160725 -0.0314857 0.0446904 0.00734286 0.0184338 0.0520676
internal_weight=42.9394 42.4086 42.4073 2.52233 1.02118 39.885 38.4682 0.00833215 0.00632124 0.00426557 0.00323447 0.00202308 1.41684 38.4598 4.05687 34.403 1.54336 32.8596 13.1288 1.03179 19.7308 3.56133 0.542964 0.0297935 0.0162865 0.00611855 0.010168 0.00514681 0.00344097 0.00363341
internal_count=4633 4429 3925 72 56 3853 3303 969 961 757 365 237 550 2334 211 2123 92 2031 903 129 1128 437 361 325 276 121 155 132 79 80
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=2 8 2 14 19 5 22 16 17 21 20 6 5 20 5 16 16 18 5 23 21 22 20 13 15 0 20 20 17 2
split_gain=3.80353e-05 3.74306e-05 0.000126474 0.000463368 4.29483e-05 0.00013943 9.56283e-05 0.000438484 0.000307942 0.000238799 0.000198652 0.000104717 0.00018952 0.000102503 8.98509e-05 7.3469e-05 0.000186221 0.000515313 9.81731e-05 8.01799e-05 7.42496e-05 0.00282111 0.00252269 0.00166598 0.00333434 0.000957595 0.000886394 0.000247077 5.63519e-05 8.72181e-05
threshold=35.561888367500011 8.8430989333000021 45.979371440700014 144.12207640715005 14.351157895250003 20.201591378100002 -0.066979999999999998 22.604947139800004 191.20566072810004 15.191342547400001 40.890797847750008 16.425383776450001 22.245176011200005 43.022303514600004 22.627560662300002 22.594947163200004 22.624947093000003 13.055593598800002 22.665750084250003 0.085345000000000018 11.534227923400001 -0.053874999999999999 42.620627117000005 108.64328150955002 26.135540888150004 98.230883170350012 43.067541470150012 48.109449608500007 185.31329674715002 201.25557642380002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 15 -6 9 -8 -9 11 -10 12 -7 14 -14 20 17 -17 19 -18 -5 22 23 24 25 -22 -24 -28 -20 -30
right_child=1 -3 3 4 5 6 7 8 10 -11 -12 -13 13 -15 -16 16 18 -19 28 -21 21 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=-0.019271748150132988 0.034491029995905836 -0.00083373730705285144 -0.057509960630450545 1.6559195486242756e-06 0.0017561703892214594 -0.002457263702789968 0.0031917790856272584 0.002110856354271494 4.8639674408183683e-05 0.0020402320397131662 -0.0022137983417551584 3.2386007862239071e-06 0.00012559356768727145 0.00092017185819412211 -0.0017620390217961653 9.214589648930965e-06 9.8986491220941138e-05 -0.003861134926523133 -5.0048045673946124e-05 -0.00093200942225511339 0.098440690240060746 -0.00016531373562966953 -0.10005945457782937 0.094439320026984866 -0.10002444112696705 -0.0067089127048662227 0.026892166977983259 -0.026673449245849273 0.0019215899019704497 6.9580060496525454e-05
leaf_weight=0.0010240155243356188 0.0010638213232841967 0.5304675130515325 0.0014004411905607075 21.69443511054024 0.52539916305874967 0.51839594479315243 0.53223651244703107 0.56326488399179231 1.5150020561318345 0.51496752469900364 0.52175495086930812 7.4140543679085518 0.50102743098977931 0.50555515749779534 0.50768270599849075 1.0030575716955343 1.5027174638535146 0.52357618000086592 1.0016793213539474 1.5145822727172342 0.0030891271918704472 0.50900355901708494 0.0011375546923040733 0.0073096959404210793 0.0016039599217627654 0.0012035297423891311 0.0018314545986336528 0.0016252972799355447 0.51469570158585021 0.50258699872064483
leaf_count=18 13 192 20 2813 84 41 59 31 45 34 49 276 4 28 69 13 26 50 20 29 18 163 13 12 36 67 130 237 24 19
internal_value=6.06465e-07 1.0661e-06 1.15089e-05 1.06439e-05 1.25436e-05 0.000158853 9.47596e-05 0.000576703 4.13844e-05 -5.6778e-05 -0.000530928 -0.000171092 -0.000806956 -0.000241988 -0.00082445 -5.66831e-05 -0.000350659 -0.00131817 -5.73807e-05 -0.000418539 3.01407e-05 0.00120318 0.0403349 0.062539 0.0229939 0.06896 -0.0234907 0.00170666 0.000482363 0.00100661
internal_weight=42.9374 42.9364 42.4059 42.4049 42.4035 13.6193 13.0939 3.13226 2.60002 9.96168 2.03676 9.44672 2.03266 1.51427 1.00871 28.7841 6.5629 1.52663 5.03626 3.0173 22.2212 0.526804 0.0178006 0.0132063 0.00589662 0.00429266 0.00459431 0.00345675 2.01896 1.01728
internal_count=4633 4615 4423 4410 4390 720 636 184 125 452 94 418 142 101 73 3670 181 63 118 55 3489 676 513 133 121 85 380 367 63 43
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=16 15 21 19 14 22 15 22 15 22 7 13 18 17 22 18 15 23 21 22 22 23 6 5 13 6 23 22 21 20
split_gain=4.79419e-05 4.86688e-05 0.000202819 7.0967e-05 9.18755e-05 0.00026892 5.54119e-05 0.0004348 0.000115717 0.000177814 0.000370383 0.000135594 0.000623511 0.000880268 0.000225488 0.000957013 0.000114111 0.000262139 0.000106458 0.000135302 7.72653e-05 0.00011522 0.0104187 0.00029887 0.000355232 8.87977e-05 0.000140976 8.8732e-05 0.000656423 0.000149758
threshold=22.794946695500006 46.435439118750004 15.294585115650001 14.651182102100002 144.12207640715005 -0.11051999999999999 41.54912092575001 -0.06828999999999999 39.864684991950007 -0.083834999999999993 22.791048179400004 117.67112391160002 12.722397935550001 173.77968723070003 -0.63026499999999996 12.854871756700001 39.203018015350004 -0.27118499999999995 6.4178488307500006 -0.08158 -0.101255 0.086075000000000026 16.245379570700006 21.438877744300004 117.35926276845002 16.395383075500003 0.089965000000000031 -0.059424999999999999 3.4465547941500003 42.783136484500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 18 11 -10 -11 12 13 -6 -14 -16 17 -17 19 -8 21 22 -19 -24 -25 26 -23 28 -22 -30
right_child=-2 2 -4 -5 6 -7 7 -9 9 10 -12 -13 14 -15 15 16 -18 20 -20 -21 27 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.010030196513093 -0.00092165856787196896 -0.002143231965053732 0.00028805454933277538 0.0011991907292730102 -0.010177563809636572 -0.04600453132735511 -0.001954353385454429 0.0029904319609124902 -0.00011309790450659867 0.00024463667820372751 -0.0035367734283682966 0.00164323603255229 -0.04634615210284708 0.091006869886773756 -0.048302210534295065 -0.044985149818488501 0.0014812349432370064 -0.00043043386652247067 0.00038548478779627934 -5.1350614601095373e-05 -0.003749900259585113 -0.00021701681628117999 0.10002545459235623 0.023061191775230652 0.10001345423877167 -0.00013023571359651413 0.0021261511620947328 5.9233061115185212e-05 3.7338225521195598e-05 -0.0012528817575032524
leaf_weight=0.0018207300970232154 0.55630176539932463 0.52087544942481301 1.0053831787714669 0.51563470249368393 0.0016500130790585424 0.0016171771167127194 0.51494103216211295 0.54708153275785676 2.514454328303771 0.5116512473205137 0.52461454281746001 0.5155980439184934 0.0010495874877588509 0.0017952304287243148 0.0041005137609485534 0.001296115143396003 0.51922280597500403 0.50633179799125372 3.0199967248866244 1.3613127376512466 0.52781375113803619 0.50543295057595883 0.0099832996565965004 0.0012255739484423609 0.0011750349367503077 2.5116788906384784 0.52189905653250757 17.138212975832445 7.5506611411110791 1.0213154772018924
leaf_count=31 110 175 20 47 363 14 65 98 46 22 60 103 57 53 30 100 39 810 57 25 285 115 28 80 3 33 299 1026 303 136
internal_value=6.37928e-07 1.27445e-05 -0.000541685 3.34576e-05 1.85562e-05 -0.0163283 1.99495e-05 0.000316698 -2.63459e-05 -0.000567393 -0.00166972 3.49521e-05 8.05082e-06 0.0425471 3.29577e-06 4.8742e-06 1.13021e-05 -1.38892e-05 1.79488e-05 -0.000573633 -1.19653e-05 0.000394128 0.001786 0.0924075 0.0607273 0.000190121 0.000973345 -7.47679e-05 -0.00032714 -0.000116386
internal_weight=42.9361 42.3798 1.52626 40.8536 40.3379 0.00343791 40.3345 5.44333 34.8912 3.55072 1.03627 31.3404 30.8248 0.00344524 30.8214 30.8203 30.8162 30.297 4.89625 1.87625 30.2957 4.05773 0.518716 0.0123839 0.00240061 3.53901 1.02733 26.238 9.09979 8.57198
internal_count=4633 4523 195 4328 4281 45 4236 245 3991 128 82 3863 3760 416 3344 3287 3257 3218 147 90 3118 1368 921 111 83 447 414 1750 724 439
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=18 4 9 8 8 8 17 20 10 21 20 6 21 23 7 17 15 8 22 6 0 10 6 0 4 10 16 21 9 21
split_gain=6.41108e-05 5.52106e-05 0.000503535 0.000678231 5.15119e-05 7.07586e-05 0.000100725 0.000170342 4.52751e-05 0.000124311 0.000810349 0.000112079 0.000102124 8.0411e-05 0.000261829 0.0030485 0.00373538 0.00081668 0.000341195 0.00160426 0.00109772 0.00037712 0.000696136 0.000352844 0.000162094 0.000146499 9.75641e-05 0.000148983 0.000222363 6.23249e-05
threshold=11.518310419050001 143.58239362595003 203.09362050815002 8.4434108459500017 8.8430989333000021 8.7431769115000026 188.85216786605002 42.498713093000006 61.987779113750001 5.7892729308500011 40.21994457600001 16.535386346650004 7.1419463046500011 -0.27651499999999996 22.398098708400003 189.00567661160002 35.133229767950006 5.1459841250500009 -0.16533 16.325381439950004 89.576736448400013 71.322105742700003 13.775321858200002 98.230883170350012 178.81043309815001 80.677940036650014 22.654947022900004 12.315862460400002 189.34276022045003 9.027058870800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 9 10 -3 12 -11 -10 15 16 17 -15 19 20 -16 -22 23 -23 -17 -25 29 28 -28 -20
right_child=1 4 -4 -5 -6 6 7 -9 13 11 -12 -13 -14 14 18 24 -18 -19 26 -21 21 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.023052557583706324 0.037134944694555576 0.00013560260008460282 0.061318104815202751 -0.054025606981023259 -0.00098250170534157745 4.4922284264797598e-06 0.002561398803586011 -2.4184413363108415e-05 -0.027861073645708407 0.0015896916874917682 -0.0042756397337675818 -0.0013007508696613278 5.7404130713243785e-05 -0.0014090432821597814 -0.10008014165790749 0.10001643018266637 -0.097473080619895125 0.10001901279495362 4.3376334336187261e-05 0.058496628454289129 0.042145792870495705 0.059252274467372301 -0.079859278878030099 -0.039193563387813324 0.050866507781193421 0.014412760841452231 4.7943624186954725e-05 -9.5445191972682849e-06 0.0029986246442642341 -0.00032566507144257114
leaf_weight=0.0012064475323673154 0.0015606484585138905 1.9091991147496388 0.0013894362953124073 0.0017107973471865989 0.5282469534754729 1.5040631202945456 0.51899049058556534 0.5005579659950854 0.0010339694652178313 0.50786760863190394 0.5326123916194675 0.51561989694369748 3.0297751459629865 0.002042041185138177 0.0012306320050398918 0.0014569467020919555 0.0052042886266008281 0.0012987263216928113 25.238710468014062 0.0052718409499625807 0.0017836693427870642 0.0010417773041311307 0.0011298477739085655 0.001015515013384316 0.0012438609002272116 0.001023735356685959 0.50020348575162576 1.5069499265175919 0.5218488738880751 5.5898098149579125
leaf_count=156 24 187 17 22 166 18 44 8 64 20 161 103 114 286 15 4 41 8 1804 37 55 30 30 85 57 236 4 20 70 747
internal_value=7.28976e-07 8.12173e-08 0.0108832 -0.0105373 -1.10038e-06 1.11263e-05 0.000524642 0.00129198 -2.13712e-05 -0.000262935 -0.000826586 7.66251e-05 0.000277381 2.56291e-05 2.64929e-05 -0.0152295 -0.0445004 0.0380212 3.16342e-05 0.0165519 -0.014053 0.00360765 -0.0127166 0.0119054 0.0773804 -0.0122824 2.54451e-05 0.000622549 0.00155453 -2.3538e-05
internal_weight=42.9351 42.9339 0.00466088 0.00327145 42.9292 42.401 2.52361 1.01955 39.8774 6.49507 2.44181 4.05326 3.53764 33.3823 33.3813 0.0112459 0.00854506 0.00334077 33.37 0.012497 0.00722518 0.00599454 0.00421088 0.00308103 0.00270081 0.00203925 33.3575 2.529 1.02205 30.8285
internal_count=4633 4477 63 46 4414 4248 70 52 4178 585 348 237 134 3593 3529 396 335 294 3133 488 451 436 381 351 61 321 2645 94 74 2551
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=17 16 20 5 14 17 22 3 23 9 23 15 21 19 22 17 14 9 23 0 20 15 22 15 8 9 10 15 22 23
split_gain=4.54044e-05 4.10541e-05 6.1224e-05 0.000201955 0.000703051 0.000299549 0.000400732 0.000231684 0.000764298 0.000369649 6.33656e-05 4.58275e-05 0.000270166 0.000110734 0.000301242 0.000550359 6.41111e-05 0.000368545 0.00107668 0.000312447 0.000178391 5.7713e-05 0.0002894 0.000107152 0.000153347 0.000326457 0.000125828 9.42839e-05 6.97635e-05 0.000101383
threshold=162.04221493815001 22.794946695500006 33.036871954450007 13.153721664750002 184.93271450310002 238.05090660085003 -0.022394999999999998 79.331022513250019 0.079395000000000021 38.283670303850009 -0.55393499999999996 45.793006327050001 14.028898926300002 14.651182102100002 -0.59915999999999991 189.72816303425 144.12207640715005 177.59430306730005 0.25799500000000009 94.985914206850012 48.109449608500007 41.54912092575001 -0.074029999999999999 39.864684991950007 8.543332867800002 186.70853236170004 61.923256118600001 39.203018015350004 -0.101255 0.086075000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 -6 -5 13 -13 14 15 -12 -16 18 19 20 -18 23 -23 26 25 -25 -19 28 29 -28
right_child=1 -3 3 10 5 -7 -8 -9 -10 -11 11 12 -14 -15 16 -17 17 21 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.018602503744902445 -0.019595953907732049 -0.00085232259095469455 0.073439716413170611 0.024790790339188781 -0.012681442755073442 0.038680556447774822 -0.052380056120316501 0.043719176758800021 -0.077569786902229584 0.071023349820994772 0.022215210604112821 -0.0023954127124427502 0.00022960589123381596 0.00148733311207897 -0.014301734199365621 -0.073404820405924984 -0.038892808523477346 0.0015772799788106907 0.10004916376048273 0.038013616251567739 0.010387992657649229 6.4009211009961135e-05 0.0025105243562969014 0.00023957210257183659 -0.00013210212439841666 -0.0033201955096390286 0.0016762725207334587 0.0013380898478563075 -8.1326392692195371e-05 0.00017375796108153789
leaf_weight=0.0013119323791092033 0.0015922897277808037 0.55622206024435072 0.0016735256104187654 0.001031833320459862 0.0011135440155799485 0.0017163833683338514 0.0015541307670315354 0.0012209693532087007 0.001044378697426089 0.0010025966323501945 0.0010111309114390057 0.52999270726920089 1.5066356155520209 0.51661238185022185 0.0031271681021099998 0.0014873825846670741 0.0017180503701849084 0.51502586287096974 0.0014439510414376855 0.0015045702625477997 0.0012831509411910247 4.3875502680395471 0.54338766146463413 0.50403319775988042 2.519105137447923 0.526962699472449 0.51440452968923889 0.51865503668204738 26.233613109707878 3.5365389397565794
leaf_count=383 237 107 52 37 219 125 255 125 240 74 32 208 37 47 36 35 381 23 1 58 78 98 94 11 36 78 234 39 1005 248
internal_value=6.46317e-07 1.2148e-06 1.24182e-05 1.3155e-05 0.0147276 0.00188698 -0.0087525 0.00672237 -0.00757021 0.0269767 9.91605e-06 9.31248e-06 -0.000453504 3.26858e-05 1.38093e-05 -0.0347081 1.59885e-05 1.71134e-05 0.0249036 0.000821994 -0.017823 1.3393e-05 0.000333614 -3.18914e-05 -0.000552561 -0.0015799 2.71294e-05 1.2111e-06 -2.16844e-05 0.000364553
internal_weight=42.9336 42.9323 42.376 42.3744 0.00932553 0.007652 0.00593562 0.00438149 0.00316052 0.00211614 42.3651 42.3641 2.03663 40.3275 39.8109 0.00249851 39.8084 39.8052 0.00594972 0.00450577 0.0030012 39.7993 4.93094 34.8683 3.5501 1.031 31.3182 30.8032 30.2846 4.05094
internal_count=4633 4250 4143 3906 1090 1038 913 658 533 293 2816 2779 245 2534 2487 67 2420 2384 518 517 459 1866 192 1674 125 89 1549 1526 1487 482
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=4 3 22 8 8 19 20 15 5 14 22 10 13 2 19 3 7 16 19 2 15 16 0 6 20 22 5 9 15 9
split_gain=4.90192e-05 0.000325594 0.000920478 5.38976e-05 5.852e-05 8.92532e-05 0.000148143 6.48346e-05 0.0002602 0.000764633 0.000259276 0.000380056 0.000845364 0.00034931 3.79806e-05 0.00105042 8.45094e-05 0.000371451 9.53631e-05 0.000377363 0.00012452 0.000101458 0.000112583 6.80043e-05 0.000129148 0.000581154 0.000191879 0.000194321 0.000124988 0.000250109
threshold=143.58239362595003 87.399085362750014 -0.11051999999999999 8.8430989333000021 8.7431769115000026 14.151141757350002 42.498713093000006 11.870705757150002 13.153721664750002 184.93271450310002 0.20852500000000004 79.728914316550018 96.789869612400011 224.74008820395002 14.451165964200003 76.190903416900014 23.543468673550006 22.584947186600004 14.551174033150001 116.68694986600001 36.548474543700003 22.604947139800004 86.692020874450009 16.455384477450004 41.037275035300006 -0.059424999999999999 21.990725385850002 205.73475031020004 43.376643616500012 181.33671263215004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 -2 9 -9 11 -11 13 -13 15 -10 18 -18 19 -16 -20 -21 -23 28 -25 26 27 -26 29 -17
right_child=3 2 -4 -5 5 6 -8 8 14 10 -12 12 -14 -15 16 23 17 -19 20 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.050166977258119833 -0.023192255512671511 0.032376725008025929 -0.070260689560489517 -0.001004529071129004 -1.1518258584565121e-05 0.0023810354602672441 -2.8213054133542513e-05 0.086205960543990379 -0.073797727812744074 -0.043039747968536185 0.046917418876365892 -0.058723642218262567 0.080318875314760008 0.019756504601055616 0.0028446129228859797 -0.021662628900123368 -0.00088337206067565222 0.0028970631271315796 9.0606277039565953e-06 0.0005362297357449148 -0.0017271956117090666 -0.0019276810510170011 0.0001834067742579105 7.3387081508061741e-05 -0.0028132819460934076 -0.0038003678615995181 0.00013873251154742063 -4.5668142241044461e-05 -0.0014966917494000564 6.883620082416527e-05
leaf_weight=0.0014381483633617567 0.0012071673516150785 0.0023478485178429764 0.0013917273294055121 0.52814809473611646 1.5015509964878213 0.52073969715985391 0.50054501759677805 0.001365560808596668 0.0019317897014791132 0.0017872734926337452 0.0011482388416116825 0.0012271536359196075 0.0012328431500137071 0.0010544790962773601 0.5216635201122729 0.0052972004439472134 0.51246000425211924 0.52738196855739261 1.5075611844222296 1.0108545240624773 0.56894591872235611 0.50936542839275467 0.50116542901378125 4.8781993050611776 0.51508765151811642 0.52388043092124714 3.0257577192859642 0.49991384927534455 0.5241764023404788 24.23417404151574
leaf_count=10 504 36 26 167 15 47 8 49 90 246 98 291 27 188 40 349 36 104 41 22 93 42 5 281 28 167 205 13 98 1307
internal_value=6.10012e-07 0.00973004 -0.005821 -5.635e-07 1.19423e-05 0.000479018 0.00120023 -1.76075e-05 -1.69059e-05 0.0182276 0.00383552 -0.00549504 0.0135982 -0.0224533 -2.04825e-05 -6.01823e-05 0.000219484 0.00103397 3.61469e-05 0.000446709 -0.000466659 -0.000172123 -0.000880702 -5.60181e-05 -0.000284352 -0.000666665 -0.000260383 -0.00145016 3.10498e-05 6.40871e-05
internal_weight=42.933 0.00517772 0.00373958 42.9278 42.3997 2.52284 1.02128 39.8768 39.8756 0.00781555 0.00644999 0.00530175 0.00351448 0.00228163 39.8678 34.2084 5.6594 1.03984 4.61956 2.54305 2.07651 2.02139 1.01053 34.2065 9.44284 4.56464 4.04076 1.015 24.7636 24.2395
internal_count=4633 72 62 4561 4394 70 55 4324 3820 899 850 752 506 479 2921 2538 383 140 243 109 134 69 47 2448 694 413 246 41 1754 1656
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=2 8 20 4 5 14 17 22 3 23 8 20 22 17 17 2 23 10 18 15 13 15 15 4 15 9 5 22 5 23
split_gain=4.4953e-05 3.9851e-05 4.85737e-05 0.000235014 0.000164705 0.000728722 0.000213995 0.000360651 0.000185106 0.000433123 4.7958e-05 0.000173569 0.00068585 0.000213277 9.1088e-05 0.000173169 5.07965e-05 4.14802e-05 0.00105049 0.00241669 0.000101279 0.0004514 9.66352e-05 0.00011895 0.000137158 8.88132e-05 0.000103787 0.000827258 0.000149512 0.000100315
threshold=35.561888367500011 8.8430989333000021 33.036871954450007 141.79569928155004 13.153721664750002 184.93271450310002 238.05090660085003 -0.022394999999999998 79.331022513250019 0.076130000000000017 8.7431769115000026 34.515670600900002 0.18839000000000003 198.11416596120003 188.85216786605002 77.002902305750027 -0.55393499999999996 61.987779113750001 12.880535946600002 35.293770423450006 117.62810858150002 49.977661466200011 44.732387748900003 271.42658756670005 38.133874083650007 197.61184394335004 21.482549112100006 -0.071969999999999992 20.911722254300006 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 9 -7 11 12 13 -6 -12 -16 -13 20 19 -19 21 -18 23 -22 -25 26 28 -28 -20 -27
right_child=1 -3 3 4 10 6 -8 -9 -10 -11 14 16 -14 -15 15 -17 17 18 25 -21 22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-0.021189807464315941 -0.01747525556867225 -0.00086054426413369124 0.042664421376193327 0.083816682871669823 0.020732875409926257 0.033305735288756008 0.0335623221822677 -0.049851176667940693 0.041182749708041609 -0.042848560483950665 -6.3395872116132212e-05 0.02214846289031611 -0.044317720936217123 0.083358746820966792 -0.00016032351746954346 0.002447582545230643 -0.0032233726826337121 0.08782252955519862 0.00013713440422803483 -0.078460773135532985 -0.00019405481793052814 0.00096947176054311261 -0.0013848097705278139 -0.00016043212881845678 0.0021651687823637895 -0.001481988842220343 0.00013037288765328344 0.0043097875517173817 -0.0016181175484711867 -6.134289354752911e-05
leaf_weight=0.0010010841542599227 0.0015883612560817486 0.53017636376296096 0.0012918228815256274 0.0012690662041888482 0.0010001615619391604 0.0014596867047981248 0.0016349696812197889 0.0014838745354524277 0.0011754882110885378 0.0015292546508323657 1.5033892543311531 0.001033576727919149 0.0010248833496007137 0.0011917693810090668 0.50239176977629518 0.51626120131822972 0.52252106526508313 0.0011002028561212232 7.5719247424986964 0.0042515735552228762 3.9381675269280758 0.50486157653142172 0.51482049631865567 0.49954736651368248 0.51509308276581578 0.50958849127935124 4.0375131444359491 0.53653349488184243 0.51851807634877634 20.188897570275152
leaf_count=18 258 192 16 49 40 155 125 282 125 470 18 49 8 19 7 45 377 88 495 24 115 9 71 8 32 67 185 106 112 1068
internal_value=5.72317e-07 1.06644e-06 1.18399e-05 1.2495e-05 1.11954e-05 0.0138873 0.00170252 -0.00751969 0.00756392 -0.00565766 8.39585e-06 -1.83568e-05 0.0232093 0.054783 0.000431293 0.00116138 -2.02311e-05 -2.08059e-05 2.41986e-05 -0.0442767 -0.000252018 -0.00116299 -8.08447e-05 5.46962e-05 0.00102018 3.13049e-05 0.000239889 0.000620616 2.464e-05 -9.63186e-05
internal_weight=42.9322 42.9312 42.4011 42.3995 42.3982 0.00855234 0.00728327 0.0056483 0.00416443 0.00298894 42.3896 39.8676 0.00321681 0.00219193 2.52204 1.01865 39.8644 39.8633 33.3683 0.00535178 6.49501 1.02738 5.46763 4.95281 1.01464 33.363 12.6645 4.57405 8.09044 20.6985
internal_count=4633 4615 4423 4165 4149 1206 1157 1032 750 625 2943 2873 67 59 70 52 2806 2757 2145 112 612 386 226 155 40 2033 898 291 607 1135
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=5 12 22 22 3 23 9 4 18 20 23 7 8 17 22 13 23 9 6 8 12 0 8 18 5 23 15 22 20 9
split_gain=0.000112212 0.000443924 0.000223413 0.000388776 0.000213559 0.000405433 0.000275754 5.20953e-05 0.000338371 0.00108449 3.83715e-05 0.000320109 0.00172469 0.00174441 0.000904252 0.00132571 0.000359856 0.000200529 0.000193027 0.000231817 0.000149803 0.000133638 0.000208061 0.000180449 0.000336323 0.000131493 0.000604879 0.000116427 0.0001033 9.00342e-05
threshold=13.153721664750002 120.41084184385001 0.20852500000000004 -0.022394999999999998 79.331022513250019 0.079745000000000024 38.283670303850009 143.58239362595003 13.063922652800002 37.500638522700008 0.10249000000000003 22.172877373800002 8.3434888241000014 183.44170283300005 0.11061500000000003 116.67639440335002 0.093635000000000024 179.11733629770001 15.635365317800002 3.1475436881500003 121.79144674955002 86.345209775600011 8.543332867800002 13.141419083100002 23.967536448650005 0.096480000000000024 35.133229767950006 -0.043559999999999995 41.16018805045001 195.34352961910002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -2 11 12 14 16 15 18 -14 -13 19 -9 -12 23 27 28 -25 -19 29 -23 -22 -27
right_child=7 2 -4 -5 -6 -7 -8 10 -10 -11 20 17 13 -15 -16 -17 -18 25 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.058718453935516661 0.056408312524401538 -0.015889726616883398 0.037484614472578989 -0.061335379313853369 0.04279203751314814 -0.051603665422953894 0.055950608677516292 -0.011391197931821074 0.040804255444613038 -0.070402043734751063 -0.0018220786576554028 -0.032444572543301353 0.029908222414043614 0.099146626750510003 0.068133553112496165 -0.10004715243834272 -0.043586628786140912 -1.2450817575250682e-05 -0.03084228938824379 0.050539290179757515 -0.00040436993114674539 -0.0013430054407519106 0.0021726542463370874 -0.0034165089345146375 -0.00028903189667429534 0.00032633201684702966 0.0036943315070710431 0.00024399117787072749 0.0007986610482372228 -0.0012079575116276942
leaf_weight=0.0016124381990278219 0.0012358645722930764 0.0010935745654335207 0.0013240012814764003 0.0011057203134494879 0.0011153510825808177 0.0013000685339732447 0.0010447400812945268 0.0013065077676774894 0.0020777132758666994 0.0014844499557966628 0.52085421954237787 0.0018996382413537507 0.0013028015393068415 0.0035832257072172524 0.0010037056282445889 0.0020150419244372442 0.0013634397536392839 29.79549713064484 0.0012700740435590829 0.0011247484773851679 2.4132193794821419 0.52226675212646156 0.5203431595401965 0.52150415741743916 1.0093700996658297 1.5055414565040619 0.5437707704233502 4.0244683381478135 1.0135172186396202 0.5127155355516847
leaf_count=153 18 260 119 241 127 341 121 115 18 31 93 84 25 24 34 197 17 1604 294 132 43 111 45 33 25 22 98 89 38 81
internal_value=5.35052e-07 0.0114249 0.000505049 -0.00814614 0.00476907 -0.00756491 0.0192101 -1.75283e-06 0.0104177 -0.0127909 -2.91768e-06 5.10498e-05 0.0157583 0.0535728 -0.0194081 -0.034779 -0.00767495 4.47544e-05 0.000753597 0.0172591 -0.000168585 -8.26746e-05 0.000278475 -0.000451798 -0.00135443 4.66618e-05 0.000734121 6.16987e-05 -4.85525e-05 -6.3437e-05
internal_weight=42.9313 0.00859589 0.00698346 0.00565945 0.00455373 0.00343838 0.00213831 42.9227 0.00479803 0.00272031 42.9179 32.3724 0.0129695 0.00624947 0.00672008 0.00571637 0.00266624 32.3594 0.00370133 0.00243126 10.5455 10.0247 5.06708 4.95761 1.53087 32.3575 2.56203 4.54674 3.42674 2.01826
internal_count=4633 1362 1209 1090 849 722 381 3271 67 49 3204 2727 838 66 772 738 42 1889 541 247 477 384 245 139 58 1805 201 200 81 103
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=17 6 22 20 22 8 2 3 15 20 6 17 22 14 10 18 5 22 15 16 23 9 22 16 16 19 19 3 23 22
split_gain=4.54521e-05 3.69178e-05 0.000141581 0.000566748 0.000203092 0.000143355 0.000135196 0.000120842 0.000111085 0.000224393 0.000140683 0.000440254 9.3553e-05 0.00313627 0.00576066 0.00275179 0.00750775 0.00579972 0.00221432 0.000964002 0.00210276 0.000122657 0.000217772 0.000107679 0.000169098 0.000146148 7.56448e-05 7.10087e-05 8.49281e-05 7.36092e-05
threshold=162.04221493815001 16.455384477450004 -0.051199999999999996 41.037275035300006 -0.064729999999999996 8.4434108459500017 221.01224434660003 93.571785230250015 43.376643616500012 43.118479346150004 16.265380038000004 193.50449793755004 -0.059424999999999999 168.77963633815003 69.999384342500022 13.679220276500002 21.836296031200003 -0.095854999999999996 40.042228346200012 22.624947093000003 0.098085000000000019 206.50942114985003 -0.09715 18.369957043050004 22.584947186600004 12.451004585100002 14.451165964200003 93.571785230250015 0.090235000000000024 -0.081984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 5 -3 6 -4 -7 10 -10 12 27 13 14 -2 16 19 18 -18 20 -15 23 -23 25 -25 -17 -14 28 -12 -29
right_child=1 2 3 -5 -6 7 -8 -9 9 -11 11 -13 26 15 -16 21 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.018936585636432999 0.064999497350948718 -5.671843528836405e-05 0.001958469805431073 -0.0036918228807356433 0.0019604690045809561 -0.0019721603329126477 -0.00035307902002481748 -9.8660604797222144e-05 -0.0023882621043682262 0.00056066361166983998 0.00017348887865729348 0.0032147961399036787 6.3442293071389931e-05 0.041071431280151567 -0.099650992580903555 0.00021092429252493603 0.050017751738759164 0.099830852560099506 -0.10010716409869561 -0.1002922756490225 -0.090737441618292156 -0.00013474063031844382 -0.002504707867593207 -0.0018764833156499185 0.00035060116544378928 0.002158638126070915 0.0012999355689497186 0.00015874444017235294 0.0010683013707992138 -0.0013145272590456348
leaf_weight=0.0012674001025406714 0.0029274307551848677 11.446043001537504 0.51177360075119105 0.5337644327322083 0.52187028349495612 0.5117529637118422 0.50044283401257417 1.0520098853594388 0.52848361180755776 0.50423352330338744 3.5159496645646859 0.54732251935683951 13.590254920973377 0.0018121143870714071 0.0077515790623809977 1.5091751728749372 0.0014429737994863245 0.0056376187490059237 0.0030788697804382537 0.0089491876788088121 0.0036445084467686684 1.508814331852854 0.52180870520283207 0.5160623209553189 1.0046204498539735 0.51730168040656543 0.51345353986766973 1.0088813368350384 1.5189088465376697 0.51084922029934876
leaf_count=383 18 682 37 161 41 26 5 34 132 37 40 165 866 61 110 724 59 11 6 10 12 247 225 157 14 234 39 39 36 22
internal_value=5.17733e-07 1.07682e-06 -0.00012496 -0.00072611 3.12426e-05 -0.00011159 0.000815633 -0.000711777 6.93085e-05 -0.000948422 0.000108499 0.00049012 -2.89603e-05 -0.000374247 -0.0545154 -0.000271044 -0.0336669 0.0321637 -0.0522005 -0.0800928 -0.0469644 -0.000123965 -0.000743751 0.00023084 -0.000405187 0.00070812 0.000108458 0.000262604 0.000443435 -0.000336488
internal_weight=42.9303 42.929 15.0777 3.10974 11.9679 2.57598 1.01222 1.56376 27.8514 1.03272 26.8186 7.10191 19.7167 5.61303 0.010679 5.60235 0.0245653 0.0101595 0.00452184 0.0144058 0.00545662 5.57778 2.03062 3.54716 1.52068 2.02648 14.1037 6.55459 5.03486 1.51973
internal_count=4633 4250 986 263 723 102 42 60 3264 169 3095 302 2793 1888 128 1760 159 76 65 83 73 1601 472 1129 171 958 905 137 76 61
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=8 8 5 19 3 8 10 19 10 20 23 23 23 9 22 16 18 21 18 0 19 7 21 17 16 10 3 18 15 21
split_gain=4.03505e-05 5.50701e-05 0.000111316 3.45188e-05 0.000186292 0.00143449 0.000355328 0.00018482 0.000155392 0.000119329 0.00015452 0.000126111 0.000148705 0.000236332 0.000138154 5.79693e-05 0.000146671 0.000196178 0.00418742 0.0027988 0.00518611 0.00605624 0.00255813 0.000248713 0.000103607 0.000374845 0.000570798 0.000101536 9.76168e-05 9.04872e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 14.451165964200003 76.190903416900014 7.7439566930000003 89.89935142405001 11.450923895500003 82.815264250350012 39.427119987250002 0.085855000000000029 0.087795000000000026 0.097645000000000023 194.03220695150003 -0.084729999999999986 22.584947186600004 13.552878921100001 6.9285860282000007 14.085466345100002 94.047642319350018 13.551093343600002 24.314922763450003 15.109659503850002 193.94976740385002 22.624947093000003 62.020040611300011 93.794927255050013 13.391483899700001 39.324897478350003 4.7516206878500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -9 -5 -11 -12 14 -14 -13 16 27 28 22 20 -20 -22 23 -19 25 26 -17 -6 -18 -26
right_child=-2 2 -4 9 15 -7 -8 8 -10 10 11 12 13 -15 -16 24 17 18 19 -21 21 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0077280317786579851 -0.00086628999944869862 0.0012723460646875883 -8.1758731760862841e-05 0.0015953942903394894 0.00038198611052179979 -0.10001992210027477 -0.041214103394714929 0.067390814958812648 0.016616864292129468 -0.0015668514577940676 0.0017277818001802656 -6.7353717345665213e-05 2.3773403836736933e-05 0.0024748148912637322 -0.001969454594713317 -0.0045943351609497619 1.477669402698623e-05 -0.05412290845105322 0.094981779028586039 -0.0021934676559972415 0.061141048311644991 -0.079668361589348022 0.044304965335127081 -0.098597670778161048 -0.00070504765686989017 -0.00013917581820912332 0.00012819707738651845 0.0018794930947211312 -0.0013960615050164174 0.00020085342424176723
leaf_weight=0.001114339316299783 0.53064668530752968 1.0172904955115876 1.5055715492535169 0.56111463937395711 4.0343728620292243 0.0015668529771915019 0.0010141157297229725 0.001182729302864588 0.0012292242614008048 0.52445727202834636 0.50989048804274251 1.5031149980205571 1.5168764303889477 0.53113295851835562 0.51189503161253913 0.52277125333057284 16.624970261631187 0.0015555450861318709 0.0085486065245086174 0.52605157534210956 0.0063556661048664864 0.0058807526916400121 0.0017162427267225508 0.0065601623032875978 1.3753958508364688 4.0174292880805957 0.50142052840809015 0.51001577080856897 0.5053292275720328 5.5596392380238697
leaf_count=214 204 34 38 49 753 132 570 74 148 129 40 32 44 49 49 30 939 73 65 401 15 36 19 23 85 71 20 118 42 137
internal_value=3.1385e-07 1.11608e-05 0.000464255 -1.75079e-05 -5.53467e-05 -0.017519 0.0109513 0.0259534 0.0415145 0.000211285 5.89237e-05 0.00024538 5.93457e-05 0.000659429 -0.000550565 -5.22289e-05 4.33187e-05 -8.68781e-05 -0.00193437 -0.000771406 0.0352198 -0.00653115 -0.0666164 -0.0900732 -0.000229587 -0.000574544 -0.00228229 0.000550051 -2.68418e-05 2.11899e-05
internal_weight=42.9261 42.3955 2.52286 39.8726 34.2141 0.00610726 0.00454041 0.00352629 0.00241195 5.65848 5.09737 4.57291 4.06302 2.04801 2.01501 34.208 22.2314 17.687 0.556669 0.546837 0.020785 0.0122364 0.00983195 0.00811571 11.9767 5.04162 1.02419 4.54439 17.1303 6.93504
internal_count=4633 4429 72 4357 3965 1138 1006 436 222 392 343 214 174 93 81 2827 2484 1613 632 517 116 51 115 96 343 121 50 871 981 222
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=5 14 17 22 10 0 20 22 17 17 13 0 6 6 22 20 22 8 13 3 15 20 0 6 17 9 22 0 13 16
split_gain=9.26935e-05 0.000407763 0.000198612 0.000304069 0.000218545 0.000215361 4.99444e-05 0.000635701 0.000620738 0.000403864 0.000197078 4.14345e-05 0.000115325 5.90205e-05 0.000132541 0.000445274 0.000173155 0.000153072 0.000134143 0.000113707 8.86856e-05 0.000213574 0.000102958 0.000167208 0.000432189 0.000136453 8.39994e-05 0.000234699 0.00658648 0.00626892
threshold=13.153721664750002 184.93271450310002 238.05090660085003 -0.022394999999999998 79.728914316550018 104.22883325935001 34.515670600900002 0.23643500000000003 199.89028782265004 193.94976740385002 95.937628385050019 97.886760529650019 11.805275828400001 16.455384477450004 -0.051199999999999996 41.037275035300006 -0.064729999999999996 8.4434108459500017 117.51519334005 93.571785230250015 43.376643616500012 43.118479346150004 85.968825637350008 16.245379570700006 193.50449793755004 186.70853236170004 -0.059424999999999999 95.988709089550014 113.98793627290001 18.044957803000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 9 -2 -8 13 -13 20 16 17 -15 18 -16 -19 22 -22 25 26 -25 -12 27 28 29 -24
right_child=6 2 -4 -5 5 -7 10 -9 -10 -11 11 12 -14 14 15 -17 -18 19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.061010787567795537 0.013856427003383416 -0.029654135951762653 0.032356428275943115 -0.048523903234400728 0.057169234755927528 -0.0002448773108835303 -0.041162136742915509 -0.057023245922626635 -0.037711189503455179 0.089068086706973137 0.00036995207347517652 -0.00010900883714316128 -0.001682909415550049 -4.9564987932683125e-05 -0.00036269894684899271 -0.0033264119120218084 0.0018139342908725044 -0.0019991494101705646 0.0019399743207138675 -0.0001812705468905761 -0.0021737113634819681 0.00070198228095541397 0.048286574379259095 0.00040264942194989949 0.0033498099974817205 -0.0019391375700848442 0.00019257521322027456 0.00010848692965931651 -4.700482575532371e-05 -0.058232792548372027
leaf_weight=0.0013431659331911922 0.0013734784291515858 0.0012159301810310014 0.0015519608314747135 0.0013907831627095078 0.0010408280210217125 0.0017548252927404395 0.0011632987846458267 0.0011023353290759985 0.0010260778228996514 0.0014867923948667094 0.50489073850638522 4.5066377679202896 0.51918494039164453 11.446218929540274 0.50002873175071927 0.53494093881361005 0.521338361240267 0.5114773359728132 0.51207294399500825 1.0513091387972506 0.52892937398764661 0.50469405606397899 0.0065895870280011639 5.5362209412342045 0.54672133674171153 0.51897998235835985 10.582252571317827 3.0197376406934211 1.0223772548065424 0.0342001592252279
leaf_count=57 123 178 125 336 65 601 140 12 27 17 142 198 221 638 22 233 37 25 21 35 132 37 105 82 163 36 345 108 58 314
internal_value=2.82929e-07 0.0105687 0.000826241 -0.00823157 0.00573745 0.0211305 -1.76044e-06 0.0100034 0.0290151 0.0529521 -2.92364e-06 -1.80777e-06 -0.000271598 3.39845e-05 -0.000119526 -0.000701156 3.1614e-05 -0.000155751 0.000802339 -0.000776236 0.000135474 -0.000769578 0.000178442 0.000226749 0.000667534 -0.00080048 4.39165e-05 -0.000341384 -0.00161916 -0.0410246
internal_weight=42.9233 0.00829749 0.00695433 0.00540237 0.00401158 0.00279565 42.915 0.00498868 0.00388635 0.00286027 42.91 42.9088 5.02582 37.883 15.0774 3.10983 11.9676 2.57489 1.0121 1.56279 22.8056 1.03362 21.772 20.7481 6.08294 1.02387 14.6652 4.0829 1.06317 0.0407897
internal_count=4633 1362 1305 1180 844 666 3271 179 167 140 3092 2952 419 2533 1011 336 675 103 43 60 1522 169 1353 1175 245 178 930 585 477 419
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=14 15 23 20 6 0 5 18 2 20 18 22 0 17 22 5 13 20 16 21 2 15 16 22 4 17 14 6 17 16
split_gain=6.22484e-05 0.00026172 5.14541e-05 4.59263e-05 0.000271028 0.00010421 0.00019917 0.000169416 7.76599e-05 6.64479e-05 0.000249372 0.000183679 6.98981e-05 0.000236752 0.000186413 0.000176978 0.000111754 0.000202348 0.000157803 8.72669e-05 0.000201815 0.000107628 5.89179e-05 6.35769e-05 0.000240639 0.000142311 5.81088e-05 6.09923e-05 4.8082e-05 4.79059e-05
threshold=333.18090622380004 45.793006327050001 0.093185000000000032 42.206017975500011 16.455384477450004 86.345209775600011 21.252944829650001 13.023955459300002 45.979371440700014 41.972095654800007 11.939817493900003 -0.088039999999999993 86.162394622750014 192.92322630085002 -0.053874999999999999 22.458857822500004 117.60660091645001 40.21994457600001 22.654947022900004 11.007427546000001 161.07012613040004 38.469938489650012 22.614947116400003 -0.094409999999999994 262.59164170980006 189.5403704096 279.35216540570008 16.285380505300001 198.26219854015002 22.514947350300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 5 7 26 -5 -1 10 -10 -11 13 14 15 -12 18 -18 19 22 -21 -22 23 25 -25 -14 27 -7 -27 -30
right_child=2 -3 -4 4 -6 6 -8 -9 9 11 12 -13 16 -15 -16 -17 17 -19 -20 20 21 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.020755756314390292 0.0002465776915399265 -0.0022487577235143423 0.0014009627060387938 0.00029074966017352558 -0.0023944857683073379 -7.9565149710209956e-05 0.0019717728652663409 -0.0022899398106603643 0.044999819654918366 -8.6977542525239649e-05 0.0012285265991615621 0.0022273851679504731 0.0018822164870540585 0.0023497931822011845 -0.0016020238629687765 -4.0444026324855879e-06 0.00023765217729479344 -0.0017604218239667029 0.0017458053008554096 -0.00236503681655973 0.0011092110661979815 -0.00067662730370452373 0.0010947164445697609 -2.6790478977610008e-05 -0.0022238989957033702 -5.2434845511621112e-05 -0.0011035230550237086 0.0010600241300498089 0.0014036698982565522 3.0702092403912245e-05
leaf_weight=0.0017922604758479057 1.5223342399203359 0.5232684015961685 0.51732961613837258 0.50464296377341333 0.52801736925555154 6.0247166493368729 0.51219655681704868 0.51294415848263952 0.0012329536038596647 1.0020936926100885 1.530762211689894 0.52132277332837063 0.51166066021931378 0.51942571273866622 0.56647974864880257 4.8742480912776482 1.0042876922525459 1.0232747775808091 0.50937502465421758 0.51637718020144241 0.50891995976682336 1.0017553154459617 0.5089219244546247 11.606727849430408 0.52086801360044077 3.5136417934165327 0.5055668866262345 0.50936104619086098 0.51671856454063669 0.50010130554437637
leaf_count=28 907 161 149 105 282 577 51 52 47 24 53 61 141 60 77 278 10 37 22 92 67 12 10 472 261 99 177 85 234 2
internal_value=2.16689e-07 -2.66833e-05 0.00053937 2.12776e-06 -0.000195616 -6.01298e-05 6.78786e-05 -0.00101012 5.96763e-05 6.08698e-05 2.78681e-05 0.000705012 2.60033e-05 0.000290205 0.00013675 0.000290533 -6.29749e-05 -0.00077074 8.01363e-06 -3.69068e-05 -0.000658378 -7.50097e-05 3.43518e-05 2.92187e-06 -0.000121154 0.000301356 -7.06466e-05 9.27101e-06 0.000122817 0.000728405
internal_weight=42.9204 40.8807 2.03966 40.3574 9.09745 8.56943 7.55184 1.01759 31.26 31.2582 29.7348 1.52342 29.7335 7.49092 6.97149 6.40501 22.2426 2.02756 20.2151 19.7057 2.02705 1.51068 17.6786 17.1697 12.1276 5.04212 7.03964 6.53408 4.53046 1.01682
internal_count=4633 3577 1056 3416 1329 1047 890 157 2087 2059 1974 85 1927 468 408 331 1459 47 1412 1390 171 79 1219 1209 733 476 839 662 335 236
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=5 21 2 7 4 22 4 4 18 20 8 8 17 20 14 15 13 10 21 9 5 22 10 22 20 15 9 12 6 19
split_gain=7.70663e-05 0.000363493 0.000444149 0.000538825 0.000163568 0.000328521 8.60069e-05 5.31636e-05 0.000296693 0.000901714 5.2349e-05 5.68221e-05 0.000113204 0.000164644 5.485e-05 0.000184168 5.99009e-05 4.91578e-05 4.50582e-05 0.000194395 7.4789e-05 0.000217735 0.000157915 0.000271039 0.000113969 0.000158365 0.000122193 0.00010327 0.000256229 7.06632e-05
threshold=13.153721664750002 1.9176293050000004 172.27786944220003 26.093307009050005 310.6261364962001 -0.081844999999999987 208.59314974615003 143.58239362595003 13.063922652800002 37.500638522700008 8.8430989333000021 8.7431769115000026 188.85216786605002 42.498713093000006 333.18090622380004 45.793006327050001 117.56896250265002 61.966271448700006 14.849677877150002 186.70853236170004 22.665750084250003 -0.066979999999999998 61.944763783650011 -0.117885 41.32819714970001 42.80317728375001 186.70853236170004 212.31925379130004 16.100376182700003 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -5 8 9 -2 11 14 -13 -14 15 18 -16 -18 20 -20 22 24 23 -9 26 -26 -22 29 -29 -24
right_child=7 2 4 6 5 -7 -8 10 -10 -11 -12 12 13 -15 16 -17 17 -19 19 -21 21 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=-0.045711661389757241 0.052695368188535409 -0.008995851833244117 -0.039096622582150922 0.094072470114420173 -0.030581600948074189 0.039009765065431606 0.053862985903244814 0.0003713887774556507 0.039484352440910177 -0.065950944990512947 -0.00099227339109383451 -8.1853817053374438e-05 0.0025315532280441228 -1.0529845276480106e-05 -0.00044077726648323847 -0.0019114797342183771 -2.8967274782859241e-06 0.0012063756874174378 0.00071884529781432156 -0.0020261639419780551 4.4362224901356266e-05 0.0021936568231602106 -4.883552380201444e-05 -0.0028913064330081586 0.0021519355532120762 0.00011673434924896541 -0.0017722445430047491 0.00010809581216804386 -0.0026210282861278311 0.00034686174176380442
leaf_weight=0.0010333422656057046 0.0011801236661160832 0.0012081637413665636 0.0010562149107498017 0.001098900031407446 0.0012482246889905498 0.0014858174314635326 0.0010310852580315832 0.50275969126466369 0.0020171212036075303 0.0014010250962428472 0.52808091027631476 1.5031956284882704 0.51884718281598885 0.50060238627293074 0.51896612441924306 0.52234328032141419 0.50370775507354881 1.0106024486464091 0.50910342264059838 0.52303151178719531 1.356363487442086 0.57710915078455727 23.672417317966527 0.5158546210199364 0.51204108062110898 1.5093580147126886 0.50931481977568172 1.017970931322554 0.51962184254807642 5.5760694296041029
leaf_count=396 18 163 92 83 369 129 130 15 18 31 167 18 44 8 420 142 25 33 73 73 224 200 1074 41 106 32 20 209 50 230
internal_value=2.24249e-07 0.00971649 0.0177514 0.0443495 -0.00567396 0.00723788 0.0746078 -1.62376e-06 0.0107503 -0.0117048 -2.77602e-06 9.55394e-06 0.000469815 0.00128326 -1.95773e-05 -4.67765e-05 0.000486387 0.000804133 -2.06642e-05 -0.000672181 -2.12347e-06 0.000381165 -5.59229e-05 -0.00128093 0.000112067 0.000632272 -0.000451556 -1.53912e-05 -0.000814198 2.66021e-05
internal_weight=42.9201 0.00816175 0.00712841 0.00333815 0.00379026 0.00273404 0.00212999 42.912 0.00459827 0.00258115 42.9074 42.3793 2.52265 1.01945 39.8566 37.8234 2.03328 1.51431 37.301 1.03213 36.2689 4.46419 31.8047 1.01861 3.88708 2.0214 1.86568 30.7861 1.53759 29.2485
internal_count=4633 1362 966 376 590 498 213 3271 67 49 3204 3037 70 52 2967 2489 478 58 2347 146 2201 582 1619 56 382 138 244 1563 259 1304
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=17 14 15 16 15 23 20 12 16 19 10 18 13 21 5 23 2 18 0 22 21 5 19 22 23 9 0 13 21 10
split_gain=4.18443e-05 4.06593e-05 0.000173518 0.000380848 0.000376548 5.79561e-05 4.6419e-05 5.09115e-05 4.31434e-05 7.36424e-05 5.12475e-05 0.000789329 0.000350676 0.000177434 0.000237754 0.000123537 0.000119798 0.000292277 0.0102751 0.000737657 0.000131979 0.000191197 0.000112417 0.000371826 0.000536566 0.0001068 0.000319441 9.38292e-05 5.70847e-05 5.33416e-05
threshold=162.04221493815001 333.18090622380004 45.793006327050001 12.604970524100002 13.285895678000001 -0.51222499999999993 43.022303514600004 285.94642765385009 22.794946695500006 14.651182102100002 61.944763783650011 12.722397935550001 117.60122400020002 12.666227406200003 22.705169530700005 0.10307000000000002 185.00267682035005 13.629518043050002 87.727077254650013 -0.078504999999999991 10.899813468900001 23.967536448650005 14.351157895250003 -0.066979999999999998 0.093185000000000032 195.34352961910002 85.990333302400003 117.60122400020002 5.5614473604500008 62.046925192600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -3 9 10 13 12 -12 14 -7 -16 22 20 19 -19 -18 -22 29 25 -25 26 27 -24 -27 -13
right_child=1 6 -4 5 -6 8 -8 -9 -10 -11 11 16 -14 -15 15 -17 17 18 -20 -21 21 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=-0.018443010638912391 0.003750650636128409 0.00057554924867989608 -0.0018279584741431926 0.021155209257480091 -0.078528013892960935 -0.0018684626742534851 0.0012607073011529496 -0.00064296798149255437 -0.0008719649526199671 0.001204389642103188 0.020748361021327683 -0.00050581359935450638 0.10001908877728334 0.002078877718946528 0.0018597779681959277 0.00011095289782022359 0.00017189957736841565 -0.092374420211451119 6.0895003710578163e-05 -0.054640174716083172 -0.0025387263458890815 0.00020899421797310465 -0.0012042575546275078 -0.00019894003390034335 0.0043358032711703519 -0.00068718059713513031 0.0027968729748441843 0.00071666957658827178 9.0421777701253257e-05 -2.0677197337001658e-05
leaf_weight=0.0012301246498783716 0.0010182828696780456 1.0061551748614965 0.52459651643474003 0.0012955305807754716 0.0012257810214614674 0.52077224843898795 0.51190373544289758 0.52015072774201554 0.5543764954171867 0.51498756713055982 0.0011442155870743367 2.5179992839537588 0.0010893671424128115 0.51631096494342044 0.51601407192573256 1.8596112915665797 2.5062440478431336 0.0092554309506454047 0.51877550367461689 0.011767219350076519 0.51236026013200564 0.50074077738463529 0.51272890931613779 0.50901800438805256 0.53535079104585748 1.5112682238331272 0.51918434554681869 0.50446794137678808 2.5154243140716517 22.682977692522389
leaf_count=383 245 94 161 67 305 45 455 462 88 45 43 92 2 29 209 22 35 25 283 20 38 4 42 21 53 29 111 11 44 1170
internal_value=2.32034e-07 7.60655e-07 -2.09728e-05 2.51699e-06 -0.0411926 4.80788e-06 0.000436664 0.00016029 4.12883e-06 1.63328e-05 7.57516e-07 -3.44732e-05 0.0594104 0.000371056 6.66198e-05 0.000490818 -3.8175e-05 -0.000549773 -0.00271645 -0.0712531 -0.000217446 -0.00118062 2.71111e-05 0.000394255 0.0021256 6.92255e-05 0.000778564 -0.000251594 -0.000201422 -6.91504e-05
internal_weight=42.9194 42.9182 40.88 40.3554 0.00224406 40.3532 2.03821 1.52631 40.3519 39.7975 39.2825 35.8698 0.00223358 3.41271 2.8964 2.37563 35.8676 4.05914 0.539798 0.0210227 3.51935 1.0131 31.8084 6.60744 1.04437 5.56307 1.53638 1.0172 4.02669 25.201
internal_count=4633 4250 3239 3078 550 2528 1011 556 2461 2373 2328 2023 45 305 276 231 1978 405 328 45 77 42 1573 311 74 237 164 53 73 1262
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=5 5 22 9 21 21 23 12 21 7 23 23 15 0 20 17 23 17 23 2 6 7 23 5 3 16 0 4 17 6
split_gain=6.99371e-05 0.000307993 0.000244866 0.000265862 0.000220148 0.000408224 4.45189e-05 0.000241738 0.000145749 0.00016984 0.000116363 0.000100151 0.000192131 0.000688091 0.000371072 0.000108653 0.00099236 0.000588829 8.41497e-05 0.000326298 0.000112609 0.000100788 9.2891e-05 0.000138124 0.00010492 7.77449e-05 7.35447e-05 7.61218e-05 0.000108436 6.6184e-05
threshold=13.153721664750002 12.679739965100001 0.20852500000000004 197.89372115420002 2.9212203061500004 15.833449912500003 0.10487000000000003 165.75658866060004 5.0655779142000013 25.393368574200004 0.11458500000000002 0.091885000000000022 38.86986296220001 85.990333302400003 41.184662530950007 171.90167533095004 0.078385000000000024 167.17143786700004 0.088350000000000026 136.64906039505004 16.565387047600002 22.870118039000001 0.086555000000000021 21.252944829650001 82.705037467000025 22.634947069650003 86.208098410950015 191.74731805145004 197.18249712500003 16.505385645700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 11 -8 9 -9 -10 15 14 25 26 16 17 -2 20 21 22 -20 29 24 -24 -14 -13 -28 -29 -17
right_child=6 -3 -4 -5 5 -7 7 8 10 -11 -12 12 13 -15 -16 18 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.038923444008002843 0.054854922047692246 0.045744327392597491 0.040937352104180952 -0.050910206144185545 -0.052050244270837535 0.026598640505615306 -0.0022371867088802817 0.0023241805027801148 -0.0010039359959986671 -0.00026064753220132877 -1.5371567371601963e-05 0.0013677883306009255 0.0010140422953454614 0.0041585410154176593 -0.0025487116699028532 -5.2271384137821805e-06 -0.10001274521816979 -0.028741664895477383 -0.0010048059194162596 -0.0027796254592627658 0.0014872831552653842 0.00014882022734602216 0.0010869213344755506 0.0020714697972359472 -0.00093516269307779482 -6.9623119504659024e-05 -4.625986440471519e-05 -0.00013487943932546367 0.0019180960257778928 -0.00061557938264719366
leaf_weight=0.0011518958782847939 0.0015985833387150072 0.0018012929405113454 0.001123681177692488 0.0012390349191552588 0.0013452881462826709 0.0012954659902418009 0.54803879815260259 0.51660804397056181 1.5175554400438356 0.50044915623369235 5.5284785341619909 0.50770939581120078 1.0111940146972003 0.55031634880054969 0.52605816827677809 15.113635590276433 0.0010622447874294796 0.0017816577123289101 1.0111543006814185 0.53027385434784235 0.51614299431356059 3.0167199655059278 0.50702369858431129 0.51419794282998754 0.51953321318708845 1.9173127329602264 5.0098881665787189 0.51138338123479321 0.51777470526927516 2.0132680460353631
leaf_count=278 253 52 123 286 496 127 178 51 52 17 123 33 24 95 161 879 213 157 37 161 198 74 32 31 154 56 68 68 68 88
internal_value=1.32655e-07 0.00937463 -0.00126852 -0.010694 0.00244442 -0.0134677 -1.60566e-06 -0.000204889 -6.67561e-05 0.0010523 -0.000228286 4.94322e-05 0.000305782 0.000914222 6.51483e-06 -6.44758e-05 -0.0157019 0.0107928 -6.15498e-05 -0.000447776 3.0219e-05 -0.000140785 -1.00674e-05 0.000733661 6.35589e-05 0.000304559 0.000211838 0.000114655 0.000897983 -7.69741e-05
internal_weight=42.9171 0.00795666 0.00615537 0.00503168 0.00379265 0.00264075 42.9092 8.61113 8.06309 1.01706 7.04603 34.298 10.5516 3.47882 7.07281 23.7464 0.00444249 0.00338024 23.7419 4.55815 19.1838 4.02787 18.6677 1.54075 1.02656 2.92851 6.54676 6.03905 1.02916 17.1269
internal_count=4633 1362 1310 1187 901 623 3271 421 243 68 175 2850 573 175 398 2277 623 410 1654 272 1382 111 1184 217 186 80 237 204 136 967
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=5 21 21 7 10 4 8 6 8 19 22 5 22 16 17 20 21 21 20 2 18 7 23 16 16 15 5 9 6 23
split_gain=5.76844e-05 0.000319297 0.000382648 0.000318442 0.000380297 4.55596e-05 0.000290597 0.000650282 3.7143e-05 5.47202e-05 0.000161598 0.000106291 8.1786e-05 0.000295681 0.000286832 0.000206479 0.000200957 9.88376e-05 0.000303696 0.000101862 0.000170066 8.11349e-05 0.000104636 5.60213e-05 0.000123486 0.000448993 0.00011364 7.5403e-05 0.000138354 7.27408e-05
threshold=13.153721664750002 1.9176293050000004 3.4893684343500007 25.566742778300004 81.761388663200009 143.58239362595003 9.3427090425500019 16.245379570700006 8.8430989333000021 14.351157895250003 -0.63026499999999996 20.201591378100002 -0.066979999999999998 22.604947139800004 191.20566072810004 40.890797847750008 15.191342547400001 5.4349223666500004 41.184662530950007 108.01392853780001 12.964611930900002 22.958251375150002 0.42293500000000012 22.594947163200004 22.624947093000003 36.136500007950012 22.665750084250003 204.20786774030003 16.545386580300001 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -2 9 10 -7 -11 16 -14 -15 -16 17 18 -13 20 -19 22 -21 -12 25 -25 29 28 -28 -26
right_child=5 2 3 4 -6 8 -8 -9 -10 11 23 12 13 14 15 -17 -18 19 -20 21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.04382738244169157 0.039088147322632771 0.057874762569337761 -0.035421562658729304 0.054615416979671309 -0.010669347943237758 -0.037475872746693978 0.045790565870302835 -0.055192175954590139 -0.00083562673876140634 0.0015700276387727336 7.1132010003512207e-06 -0.00013012908175530038 0.0027154284864834852 0.0021218765683421628 0.00016242613750041098 -0.0021446788757883985 0.0019024205710912612 -0.00030066550403196101 -0.002782936944350901 -0.0019035582732931718 0.0022830962361183862 9.85566991541675e-05 0.00013336716891261587 0.00013039921399549752 1.7719983250847567e-05 -0.0034771574401339846 0.0022511166562693345 -0.0001221358442677233 -8.0787167760099836e-05 -0.00096464498299393328
leaf_weight=0.0010115533973218769 0.0014572224536085745 0.0016755484592727646 0.0015278648154803398 0.0016388327002125891 0.0019587145298992758 0.0011549000143159507 0.0015082724149806381 0.0014691316225707851 0.52850252519735974 0.52372775012005846 22.200406110403922 2.360539782140759 0.53015078964811957 0.56311180424154406 1.5159310097228629 0.5213246061277913 0.51410723176280804 0.5038314753801385 0.52809059110427359 0.50839416259086589 0.51529117185418727 4.5278772410406631 0.50044026225805283 1.0009103647607833 1.5018650591027838 0.52645370390968071 0.51549150077747918 1.0010612859623504 0.50240072167207472 1.5132124199044481
leaf_count=396 8 183 281 60 442 32 26 33 167 84 2106 67 59 31 45 49 34 15 180 39 37 78 2 5 26 57 40 8 15 28
internal_value=1.35316e-07 0.00859214 0.0163889 0.00282669 0.0190706 -1.42906e-06 0.0101339 -0.00824386 -2.47666e-06 7.91423e-06 -7.02616e-05 0.000173094 0.0001172 0.000563036 0.000124216 -0.000427952 -2.29509e-05 -0.000127758 -0.000615107 8.69777e-05 0.00100574 -8.21359e-05 -0.000893125 -6.87596e-05 -0.000325474 -0.00111306 -8.65154e-05 0.000494107 0.00110016 -0.000475311
internal_weight=42.9165 0.00781251 0.00680096 0.00512541 0.00359755 42.9087 0.00443463 0.00292635 42.9043 42.3758 28.763 13.6128 13.0891 3.13052 2.60037 2.03726 9.95857 9.44446 2.88863 6.55583 1.01912 5.53671 1.00883 28.7618 6.5614 1.52736 5.03403 2.01895 1.01789 3.01508
internal_count=4633 1362 966 783 502 3271 67 41 3204 3037 2317 720 636 184 125 94 452 418 247 171 52 119 41 2285 179 62 117 63 55 54
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=5 19 19 17 22 13 5 20 22 17 17 7 17 23 16 4 18 7 6 17 13 16 3 0 8 16 7 22 22 7
split_gain=4.79006e-05 0.000268191 0.00089991 0.000337267 0.000289511 0.000203067 0.00018451 4.1958e-05 0.000530555 0.000525505 0.000379468 9.84477e-05 0.000560406 0.000420023 5.1509e-05 5.23556e-05 4.26269e-05 0.000419327 0.000227651 0.000149223 0.000460809 0.000186445 0.000488312 0.000176625 0.000229163 0.000100773 7.08559e-05 6.53126e-05 0.000113965 0.00010163
threshold=13.153721664750002 11.450923895500003 12.050972309250001 238.05090660085003 -0.094409999999999994 81.769454037550005 12.451585980350002 34.515670600900002 0.23643500000000003 199.89028782265004 193.94976740385002 20.714163848350005 171.58888147770003 -0.10978499999999999 22.794946695500006 143.58239362595003 13.344136431100003 23.209106085000005 16.355382140900002 188.13858192940003 117.62810858150002 22.624947093000003 93.609423644100005 86.345209775600011 8.4434108459500017 22.674946976100003 23.299327580650004 0.048475000000000011 -0.0057149999999999996 25.070284486400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -4 -1 -3 8 9 10 -2 12 13 -9 15 -13 18 -18 -17 -20 21 23 -23 24 -21 26 -19 28 -28 -29
right_child=7 2 3 -5 -6 -7 -8 11 -10 -11 -12 14 -14 -15 -16 16 17 25 19 20 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.010927704843957622 0.012416513692594673 0.040472025086743579 -0.00021417094048894949 0.026903146243503075 -0.075330291287073914 -0.050419649261623969 0.099329977193643837 0.021680594613733631 -0.052912588099329319 -0.034491623179449038 0.087006577097351337 0.012753969473378099 0.060876871967575269 -0.055526777605502058 -0.00096133151775747421 -0.0018845376910762584 -0.0028302305312072028 0.00078930378980069478 -4.2457872154131362e-05 0.0003342545197339916 0.0034709676949182672 0.0037192334066151762 -4.6550976020785135e-05 0.00042865796298290759 -0.0026601333147396912 0.0013823572308451449 -0.0001230420614834861 0.00090631108828709067 -0.0016302348769204585 3.0815658235142054e-06
leaf_weight=0.0010088213071706527 0.0013571401897042304 0.0010438825225211491 0.0010235058807896574 0.0013213736203143978 0.0010288961462855406 0.0011599953296348598 0.0010874472922066669 0.0016112821725706022 0.0010653880397732962 0.0010113235151436584 0.0013711116761307984 0.0032227766459901322 0.0016648952862384214 0.0012522259066950611 0.55460713854500809 0.52359678549411803 0.53609943867982579 1.0110367796518378 7.4110639865409755 0.50349647937207131 0.52350011810236186 0.52251966968635333 1.0097868678357125 2.0094219353049994 0.51906597064510152 0.51235290988552051 18.685318918724626 1.540067404562415 0.51553145608068263 6.5180928705427954
leaf_count=380 123 197 196 76 129 368 16 224 12 27 17 28 153 154 88 149 237 30 187 19 58 42 40 26 31 54 1229 116 77 150
internal_value=1.4995e-07 0.00790007 0.019634 -0.0125015 -0.0378709 -0.021884 0.0705025 -1.26292e-06 0.00934285 0.0270791 0.0499025 -2.30941e-06 0.0147414 -0.0120826 -3.86576e-06 8.67474e-06 7.70464e-06 -5.91663e-05 0.000158257 0.000243832 0.000660853 0.000338548 0.00123759 -0.00011581 -0.00118574 -7.55258e-06 -3.27426e-05 -6.32324e-05 -0.000163509 0.000175706
internal_weight=42.9158 0.00767392 0.00550511 0.00337378 0.0020524 0.00216882 0.00213133 42.9081 0.00480496 0.00373958 0.00272825 42.9033 0.0045284 0.00286351 42.8988 42.3442 42.341 29.3185 13.0225 12.4989 5.08779 4.56429 1.53231 3.03198 1.02256 28.7824 28.27 27.259 19.2009 8.05816
internal_count=4633 1362 614 401 325 748 213 3271 179 167 140 3092 531 378 2561 2473 2445 1893 552 403 216 158 82 76 50 1656 1602 1572 1306 266
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=8 8 19 20 6 20 22 16 2 20 20 21 8 10 21 16 15 15 16 17 7 23 8 0 2 5 7 12 15 9
split_gain=5.76044e-05 4.49084e-05 7.50749e-05 0.00016014 4.33606e-05 0.000166771 0.000308879 0.000730056 0.000170787 0.000122896 0.000164162 0.000150588 0.00272732 0.00402388 0.00207215 0.00169106 0.0015416 0.00111258 0.00107951 0.000113366 0.000109009 0.000391059 0.000526974 0.00014895 8.53502e-05 7.66601e-05 7.56627e-05 0.000127357 0.000387219 0.000113089
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 42.498713093000006 16.455384477450004 40.574766824850009 -0.059424999999999999 22.574947209950004 216.39684782960003 40.300545846000013 40.003678352300007 3.1734339793000008 8.1436447804000007 62.111448187750007 2.0502020052500005 22.534947303500005 41.831907381600011 35.293770423450006 22.654947022900004 192.92322630085002 23.445318439400001 0.091705000000000023 8.1436447804000007 86.420486603250012 92.716362671650018 21.191508333600002 24.176603375500004 144.66294237600002 20.152484759300005 199.17419511990002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 19 8 -8 25 10 26 12 -11 16 17 -16 -14 -15 -19 24 21 -13 -23 -22 -6 -7 29 28 -28 -1
right_child=-2 2 3 -5 5 6 7 -9 -10 11 -12 20 13 14 15 -17 -18 18 -20 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00022026191555893612 -0.001036265149761865 -2.740273576499305e-05 0.0023121627810135672 -0.00019382387012498837 0.0013707647222835097 -0.00089996794408205754 -9.0605495007259037e-05 -0.0046426893490887312 0.0016179833023963577 0.00026149680403944842 -0.0019979318915974271 9.6648753795754467e-05 0.020331860479105124 0.047655718397583008 0.097883806202440055 -0.0011497063997615976 -0.10005900689001934 -0.075445632771867693 0.029614284649277844 0.0017403440359215689 -0.0016809880044421845 -4.6883744881695175e-05 0.0044670142687812612 6.4243471197313211e-05 -1.8523498706019987e-05 -9.6084230579944322e-05 -5.946776754512857e-06 4.9132404098534057e-05 -0.003355576177897477 0.001072203948754485
leaf_weight=2.0476061749955332 0.52963427043616818 1.5016370030375576 0.52040213477548014 0.50000888303839019 0.50809237998376433 1.5094463485147569 1.0019751766075682 0.54338698909079131 0.51512608334314869 0.50736098852080114 0.52296983252449258 4.0216426205104012 0.0017639363095440777 0.0049495733728690539 0.009652809055040068 0.0020991957098885914 0.0026789932151700668 0.001985569247008101 0.0019274103415227728 0.51461220347300685 0.50800459919384522 0.50260314750881085 0.53281398366646826 13.091217622768545 3.4098587851115258 5.5406121279523717 1.0011752308514492 2.0219710282255656 0.52665908380147275 1.0113818166319104
leaf_count=256 204 16 47 9 57 32 147 69 134 239 120 451 23 23 100 13 33 35 6 40 20 41 52 1212 175 233 99 555 161 31
internal_value=1.72297e-07 1.31232e-05 0.000422352 0.00108421 -1.27674e-05 -0.000158162 -0.00040293 -0.00169123 -0.000139766 6.20446e-05 -0.000292398 0.000193779 0.00185206 0.0340576 0.0526614 0.080194 -0.0522613 0.0161524 -0.0236964 0.000344928 0.000146454 0.000542847 0.00227592 -9.50376e-07 0.000161644 -0.000268199 -0.000157435 -0.000471534 -0.0011606 0.000207061
internal_weight=42.9153 42.3856 2.52205 1.02041 39.8636 13.5431 9.11055 1.54536 7.56518 26.3205 7.13176 19.1887 0.532418 0.0250575 0.0206146 0.011752 0.00444293 0.00886255 0.00391298 4.43256 18.6563 5.05706 1.03542 13.5992 3.91795 7.05006 6.60879 3.54981 1.52783 3.05899
internal_count=4633 4429 72 56 4357 887 615 216 399 3470 1222 2248 472 233 177 113 56 64 41 272 1776 544 93 1232 232 265 1102 815 260 287
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=8 19 22 22 22 18 14 7 7 21 21 18 5 5 15 21 18 22 0 12 22 22 8 23 23 15 19 9 18 23
split_gain=4.66364e-05 5.21806e-05 0.000140994 0.000323788 0.000325768 0.000576759 0.00247386 0.00171406 0.000646629 0.000574804 0.000156702 0.000135316 0.000303111 0.000103181 0.000422176 0.000534925 0.000187448 0.000153514 7.61462e-05 0.000147005 6.89356e-05 8.10458e-05 5.84591e-05 4.74977e-05 0.000288477 6.35515e-05 5.77442e-05 6.97448e-05 6.16562e-05 4.90684e-05
threshold=8.8430989333000021 14.351157895250003 -0.63026499999999996 -0.59238000000000002 -0.54488499999999995 12.880535946600002 173.35860777470003 22.343045670750005 22.093462376800005 5.5614473604500008 2.5378969943000005 13.876389391100002 20.608876568850004 21.482549112100006 40.292677025400003 3.8811533507500005 13.546420092050001 -0.057599999999999998 86.345209775600011 96.350437043050007 -0.093604999999999994 -0.16164499999999998 8.3434888241000014 0.10487000000000003 0.11458500000000002 46.327654127900004 14.251149826300002 203.42345995920002 13.193283301750002 0.10336500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 6 8 9 -6 -8 -4 12 -3 18 15 -15 17 20 19 -14 21 -16 -20 25 -25 29 27 28 -26 -7
right_child=-2 11 3 4 5 23 7 -9 -10 -11 -12 -13 13 14 16 -17 -18 -19 22 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.035053627089842151 -0.00093200862220330311 0.0025835581501109529 0.012823428180088662 -0.052412876802442755 -0.004798345528765964 -4.4961405274650657e-05 0.062144789662942457 -0.10020768225195026 0.094212708181316426 -0.032430890660668336 0.067402112376664852 -0.0013966163854480047 0.00023201629669495651 -9.4591523079765621e-05 0.00023180698829452452 0.0044402948252737417 0.0018756355596736573 -0.0016519155988316482 0.00036463734451544364 -0.0021712532949693295 0.00024852126284273708 -0.0015583555900515033 -0.00039907735096958522 -0.0025564243210800808 0.00020176551822915047 0.0011087687774860833 -0.0005541171089166535 -0.00041718501862669007 0.0015513619791311167 0.00094379756729419352
leaf_weight=0.0011516354682034038 0.52996864990615833 0.52805870120209597 0.0010910940281509953 0.0011887965163052119 0.0010938612574047935 23.186662622377632 0.0010239395451393518 0.0039183609327508861 0.0016615337240182271 0.0017256641211950696 0.0010158031366237497 0.52779080406591639 0.50253647301724391 0.50502087357017422 0.50348591282991606 0.53637103920641493 0.52924950655661707 0.56792464269096399 2.0066660210723057 0.51572908637172077 4.3786906820741027 0.50812728792299988 2.002464070719725 0.52513634942931631 1.0032572037763423 0.50624565549590173 1.507175069492902 1.0056431638976655 0.51088565843572675 0.51300868986456905
leaf_count=66 204 65 57 168 84 2568 147 9 9 200 53 172 12 9 36 58 66 55 69 35 90 34 28 115 8 38 18 58 74 28
internal_value=2.55261e-07 1.19123e-05 -6.44067e-05 -6.30061e-05 -6.5877e-05 -6.37138e-05 -0.0247994 -0.0577361 0.0549064 0.00278865 0.0391376 0.000173227 0.000236551 0.000137847 0.000372095 0.00224111 7.20745e-05 -8.81298e-05 -0.000212956 -0.000985187 7.66314e-05 -0.000667381 -1.68198e-05 -5.56085e-05 -0.000351963 1.23143e-07 -6.44902e-05 0.000228373 0.000657132 -2.35585e-05
internal_weight=42.914 42.384 28.7719 28.7707 28.7686 28.7674 0.00942336 0.00666796 0.00275539 0.0027496 0.0021069 13.6121 13.0843 12.5563 7.52887 1.04139 6.48748 5.95823 5.0274 1.01827 5.3903 1.01161 4.00913 28.758 4.5521 24.2059 4.02696 2.51979 1.51414 23.6997
internal_count=4633 4429 3700 3634 3524 3356 449 356 93 347 110 729 557 492 348 67 281 215 144 47 160 70 97 2907 273 2634 158 140 82 2596
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=15 16 6 20 22 4 2 14 7 8 2 5 21 5 7 18 18 21 18 13 0 8 5 10 2 5 6 15 13 13
split_gain=5.71158e-05 0.000156197 3.82469e-05 0.000154597 0.000494533 0.000721594 0.000116657 0.000109012 0.00067675 0.00136076 0.000326239 8.84032e-05 0.000143127 8.80066e-05 7.93659e-05 0.000196175 0.000262408 7.74822e-05 0.000739057 0.000466278 0.00384376 0.000661828 0.000399068 0.000678878 0.000142949 0.000120338 8.2316e-05 0.00056453 0.00320565 0.00217234
threshold=11.870705757150002 10.424975621900002 16.465384711100004 40.621691032550004 -0.059424999999999999 345.59135190155001 94.087390192850009 144.12207640715005 22.172877373800002 8.2435668022500028 178.46521675150004 22.705169530700005 11.007427546000001 22.573811927200005 23.666491602800004 13.055593598800002 13.1052958007 14.731151610350002 12.880535946600002 98.050756475600011 85.683849075550015 7.1444245619500011 13.039146929800001 79.728914316550018 217.42844949650001 23.714185006400005 14.845346859150002 34.563011034450007 114.08740922370002 112.67059178900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 6 11 -6 -4 -3 9 10 -9 14 -13 -12 15 -5 -17 18 -10 21 -21 -20 23 -22 -19 26 -24 28 29 -28
right_child=1 2 3 4 5 -7 -8 8 17 -11 13 12 -14 -15 -16 16 -18 24 19 20 22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.02252157696527279 0.036449836493348979 -0.023226713142401316 0.0017120462942102792 -3.0039841047796343e-05 -0.0049526750665652396 0.00029728377523579946 0.00013178271599814992 -0.042643903245032713 -0.07967722553297342 0.099768745617118779 0.042386799437119316 -1.5191528157855283e-05 0.0018518606337782732 0.0010086600055336759 3.9362413727833873e-05 -0.00019114251369283766 -0.0034003883947333275 0.0020681691206281098 -0.0034856988908214836 -0.1000843746677612 -0.013712526902822745 -0.10000755732669556 -5.2570724880718479e-05 0.098380811740452365 -0.00029150110942309558 -0.0014527420536736696 0.011170896467108173 0.00012094054861148802 0.0010105444127710044 0.053871072233533962
leaf_weight=0.0011260005774421647 0.0011756834820805242 0.0020091652859431921 0.51600597883579258 1.5063199742799036 0.54570418137535492 0.50324197110267765 4.9332509773229942 0.0013104868145984985 0.0011632490159340083 0.0020449331144618554 0.0010035723014886755 2.016785305618142 0.51555095606863188 0.001053698461195296 2.5044268851333982 0.50004908473783849 0.51945201028973997 0.52466741920139393 0.0019282196241913177 0.0038339309411438141 0.0010675852512268538 0.0011247659464943549 17.609893302868837 0.0010939201322202052 0.502723975159037 0.52471055691608981 0.0313301666337783 9.1093315996063193 0.51051954081049189 0.019225323678256245
leaf_count=504 229 19 114 27 231 24 262 204 5 18 78 223 85 64 41 9 35 131 349 49 108 208 874 20 102 83 131 334 35 37
internal_value=2.25621e-07 8.16588e-07 -1.82054e-07 -0.000135415 -0.000399184 -0.00243396 0.000281422 6.57272e-05 6.73495e-05 0.0354236 -0.0036473 -0.000116957 0.000364916 0.0211936 -0.000359543 -0.000755069 -0.0018263 6.07144e-05 2.92144e-05 3.25479e-05 3.68378e-05 -0.0390458 5.06421e-05 0.043017 0.000913533 4.73019e-05 7.61539e-05 0.000310562 0.00338917 0.027409
internal_weight=42.9131 42.912 42.9108 14.0608 8.61153 1.04895 5.44926 28.85 28.848 0.00541269 0.00336776 7.56258 2.53234 0.00205727 5.03025 2.52582 1.0195 28.8426 27.8152 27.8141 27.811 0.00305299 27.8072 0.00216151 1.02739 27.805 27.2803 9.67041 0.561075 0.0505555
internal_count=4633 4129 3900 1051 675 255 376 2849 2830 364 346 420 308 142 112 71 44 2466 2233 2228 1671 557 1622 128 233 1494 1411 537 203 168
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=15 8 19 18 5 15 18 22 5 21 21 20 2 16 16 15 5 21 22 13 4 13 2 15 22 23 23 22 22 23
split_gain=4.65132e-05 4.0713e-05 5.75221e-05 0.000114731 0.000232485 8.43778e-05 0.000179614 0.000110424 0.00036602 0.000854803 8.22086e-05 0.000158525 9.57991e-05 7.00385e-05 0.000128859 0.0004579 9.76682e-05 6.10238e-05 0.00148127 0.00230836 0.00404694 0.00162159 0.00107484 0.0015957 0.000422011 5.39906e-05 6.49435e-05 5.34537e-05 0.000117893 0.000371951
threshold=11.870705757150002 8.8430989333000021 14.351157895250003 13.876389391100002 20.608876568850004 46.055224235250002 13.679220276500002 -0.066979999999999998 21.438877744300004 14.550451234850001 5.2921303083500009 41.289992964000007 108.01392853780001 22.594947163200004 22.624947093000003 36.136500007950012 22.665750084250003 11.534227923400001 -0.040509999999999997 108.64328150955002 260.65496565085004 103.191088421 134.46474107450004 40.292677025400003 -0.101255 0.098085000000000019 0.08376500000000002 -0.095074999999999993 -0.059424999999999999 0.08846500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 -4 7 -7 10 -9 -10 11 -6 -12 17 15 -15 -16 27 19 20 24 -22 -21 -24 -19 26 -14 -2 29 -29
right_child=1 -3 3 -5 5 6 -8 8 9 -11 12 -13 25 14 16 -17 -18 18 -20 22 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.020373077746228638 0.00024319759496731531 -0.00087009156215811468 0.0022971637164223295 -0.0012638908182432507 2.7831054211293347e-05 -0.0020405263644105369 0.00061696634678612416 -6.4353963305447832e-05 0.0048029152449766653 -0.00078340274723938624 0.00090449352436415542 -0.0020236599177823004 -0.00019984193058754696 9.493380935694806e-05 -0.00047190625577901778 -0.0035501353609205515 0.0004269548905849483 -0.024897894034721466 0.0001243388809256682 0.099639595096148587 -0.030693675604811121 0.089719266532327757 -0.063816928832201664 0.099635536826558707 -0.10005565124541078 -0.00040206867785721914 0.0007281444106759761 -0.0030694085448115887 4.1819167766351511e-05 -0.00018721790872167402
leaf_weight=0.0011205764980307667 6.0412874366901841 0.53020519957173817 0.52690640069340311 0.52821116313339267 1.3592387691141956 0.51183394894699208 0.50552089923849408 2.0067093327634224 0.58891981016313344 0.51209737181852688 1.5223044803224182 0.5210635236235247 1.5000632383305403 1.0006742995319644 3.0148897053695691 0.52567977211128525 2.0179453308564561 0.0010107630595683759 0.50737569778303937 0.0048782903386381795 0.0015940417565016851 0.0037480407426828677 0.0011965410687106992 0.0011925308556328673 0.0028639626569877397 2.0125636113007204 1.5165922927553763 0.5254402003375932 12.090331155376742 3.0285066043644213
leaf_count=504 1255 204 65 172 28 116 13 18 65 28 57 97 19 5 57 58 64 67 111 7 233 42 52 4 39 25 26 198 812 192
internal_value=2.29045e-07 7.61075e-07 1.16559e-05 0.000181024 0.000239357 0.000153009 -0.000720025 0.000229977 0.000739516 0.00220465 4.21762e-05 -0.000540672 0.000209455 -6.84815e-05 -0.000355594 -0.00116044 -0.000111502 1.63125e-05 0.00108281 0.0305841 -0.00264485 0.0537888 0.0727265 0.0177721 -0.08045 -9.27803e-07 0.000266694 -9.45086e-06 -0.000107015 -0.000613341
internal_weight=42.912 42.9108 42.3806 13.612 13.0838 12.5569 1.01735 11.5396 3.10773 1.10102 8.43183 1.8803 6.55152 28.7686 6.55919 1.52635 5.03284 22.2094 0.52386 0.0164842 0.00921681 0.00534208 0.00726736 0.00238907 0.00387473 5.02922 3.01666 21.6856 15.6443 3.55395
internal_count=4633 4129 3925 729 557 492 129 363 111 93 252 125 127 3196 184 63 121 3012 555 444 381 275 63 56 106 70 45 2457 1202 390
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=16 14 4 20 23 20 9 23 20 22 21 12 15 19 20 21 23 20 17 5 2 8 23 9 19 9 18 18 12 21
split_gain=6.40028e-05 5.56108e-05 0.000119987 4.10686e-05 6.95048e-05 7.20588e-05 0.000326955 0.00105284 0.00035807 0.000276387 0.000237909 0.000167149 0.000113766 3.93094e-05 0.000186992 0.000199224 0.000663992 0.000125264 0.000123652 0.000586462 0.000156896 0.00012173 0.000446549 7.73717e-05 0.000187794 5.74732e-05 0.000115536 0.000132672 0.000111873 0.000371331
threshold=22.794946695500006 129.42733769190002 143.58239362595003 33.036871954450007 -0.27651499999999996 33.361153777850006 177.59430306730005 0.11636500000000001 43.477771593600004 -0.047144999999999999 4.0344380320500006 185.45355711640005 21.445388509400004 14.351157895250003 38.804629908750009 4.6633733285000014 0.087795000000000026 41.257948413050009 191.06791329340004 22.458857822500004 97.889449657450015 8.543332867800002 0.085855000000000029 200.15236065845002 14.651182102100002 195.13041324455003 13.037923179150001 13.220529463200002 113.06878671485002 10.899813468900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 -7 10 -10 -12 -11 25 -15 16 17 -16 19 -17 -20 23 -23 -22 -25 28 -27 -28 -8 -30
right_child=-2 2 3 4 5 6 13 -9 9 12 11 -13 -14 14 15 18 -18 -19 20 -21 21 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.023395237329831928 -0.00106638063559306 0.022139466293819486 -0.016747741021532713 -0.019489934663687293 0.024380816886159101 -0.035838679677391204 -2.8006898775775717e-05 0.10004211911998964 0.042239754884461439 0.022565997432306278 0.01356307066733718 -0.033124746145901281 0.068829243547467278 0.0015637794925925177 -0.00062846487435652514 0.0037568004275661312 -0.0038569939380567473 0.0015878167564488484 -0.0016808627289418166 3.225406702777954e-05 8.942873077645439e-05 -0.0003148632393866782 0.0032751412834316133 -0.0022113424791726202 0.00050786456260919406 0.0015222314854527014 -0.0016011567186470445 3.5719318565747859e-05 -0.0031678207404554656 -0.00020666881123270671
leaf_weight=0.0010147618578305586 0.55523366304947686 0.0024510724767868855 0.0014617711406533776 0.0018270284784155369 0.0012137019588455136 0.0017009813369931043 5.5074455474955704 0.0013601143963277449 0.0010434869671204225 0.0010864175660340722 0.0013523115153121212 0.0017711562236765177 0.0010407456143051164 0.87804447633607097 0.50435561605513501 0.53526230982424872 0.5351812715196046 0.51585772424675724 0.5104489249733869 2.0113855733443611 5.0373791735140934 1.0017339687829858 0.52969033666943222 0.51379047125328703 0.50225358398165554 0.5078792116109615 0.50761352714517016 20.188374367385634 0.53618311202252167 2.0148534941219243
leaf_count=17 110 29 254 145 16 571 146 10 69 127 185 377 75 57 55 76 110 119 42 56 101 26 48 44 4 42 24 1433 178 87
internal_value=2.97351e-07 1.42805e-05 1.48413e-05 1.35609e-05 1.41394e-05 1.49809e-05 1.42825e-05 0.0187069 0.00487023 0.0158718 0.000899705 -0.0129112 0.045201 1.01521e-05 0.000154301 5.28377e-05 -0.00100429 0.000492169 0.000207345 0.000815091 1.6158e-05 0.000130365 0.000926851 -7.11339e-05 -0.000867177 -5.42585e-05 3.21383e-05 -4.42858e-06 -0.00028159 -0.000829051
internal_weight=42.9103 42.3551 42.354 42.3516 42.3501 42.3483 42.3471 0.00935521 0.0079951 0.00629412 0.00416695 0.00312347 0.00212716 42.3377 13.0754 12.1973 1.55539 1.02021 10.6419 2.54665 8.0953 7.58485 1.53142 6.05342 1.01604 29.2623 21.2039 20.696 8.05848 2.55104
internal_count=4633 4523 4506 4477 4223 4078 4062 1414 1404 833 631 562 202 2648 738 681 284 174 397 132 265 223 74 149 48 1910 1499 1457 411 265
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=6 18 21 18 21 20 22 5 8 16 17 5 5 22 18 18 0 18 10 6 16 17 16 13 0 15 23 2 15 22
split_gain=5.48684e-05 0.00046043 0.000233105 0.00193028 0.000204311 0.000109227 0.00040053 0.000132642 8.04026e-05 0.000274316 7.12357e-05 6.91788e-05 6.35949e-05 0.000471098 0.0019462 0.00134186 0.00101943 0.000645397 0.00086747 0.000695359 0.000315811 0.00024638 9.23904e-05 5.73207e-05 0.000318566 0.00947877 0.00491867 0.00188932 0.00270855 0.00140469
threshold=16.485385178400005 12.783127173500002 15.399605826300002 12.880535946600002 15.004713615700002 41.404176814550006 -0.080869999999999997 22.127107789600004 8.3434888241000014 22.654947022900004 195.44378352670003 23.636018850950002 23.605484525250002 -0.16164499999999998 13.480563334700001 13.602243858600003 87.842680954300008 14.365787915650001 71.322105742700003 13.775321858200002 22.634947069650003 190.4716172434 22.514947350300002 112.67059178900001 95.988709089550014 31.264641197600003 0.11636500000000001 181.47666917450002 35.645792850250011 -0.056184999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 9 -2 -10 -9 13 14 22 -16 -17 -18 -19 21 -14 -20 -5 24 25 29 27 -27 -29 -15
right_child=4 2 -4 12 -6 6 -8 11 10 -11 -12 -13 20 23 15 16 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.053903950108549183 0.0026290499175325474 -0.090019574426707827 0.002162646647158289 0.065331710024297732 -0.0021261576820031801 -0.0015267088417719888 -0.0031241160162077068 0.001283371512632577 -0.0002313740613693665 -4.4589762478564407e-05 0.00053623284550287874 -6.4548170498601205e-05 -0.0024703254067186312 -0.02280087779133623 -0.1000654115342097 0.095832503629532606 -0.066115424514615842 0.083989006778406788 0.04231053949440023 -0.078944984768604148 0.0010317588211365177 -0.01750116752050138 0.10003118722916081 0.00021994475937636861 2.1892952413015583e-05 -0.091337863253303689 0.087226378073386845 0.0865769131781393 -0.1000268275505562 0.0013578149901898155
leaf_weight=0.0015889453358209895 0.51485296817737802 0.0023799938330587569 0.52403949244750947 0.001262438251511744 0.51335960859829377 0.51172921202302823 0.5250477138202897 0.50947901691142772 5.9284422470813425 1.5069750933232624 1.5186880458182939 1.5069865669366251 0.51808357131387051 0.025219801878421766 0.0012564754732729009 0.0012057759362989473 0.0013400024110411524 0.0012574596167056473 0.0015108504821251408 0.0010985401131566874 0.51194482716465295 0.0012656257951952645 0.0019565409456845373 12.659657570297439 15.06958214405452 0.018116485940709026 0.0019437088378850822 0.0015513467971857145 0.0015600831738993293 0.52680302725702643
leaf_count=136 267 18 279 49 71 54 189 20 148 28 67 144 150 194 17 11 83 33 131 34 57 232 4 437 1389 152 8 12 88 131
internal_value=3.13341e-07 7.50089e-05 7.21457e-05 3.48189e-05 -0.000170872 -9.07135e-05 -0.000610824 -8.88713e-05 7.69949e-05 0.000636245 -7.48365e-05 0.000276016 4.21222e-05 7.01983e-05 0.019754 -0.00426521 0.0114116 -0.0043154 0.0118195 -0.0115998 -0.000729719 0.015046 0.0864225 6.17462e-05 -6.6267e-05 -0.00237598 -0.0650329 -0.0789743 -0.00698693 0.000254097
internal_weight=42.9102 29.8746 29.873 29.349 13.0356 12.5222 3.05324 2.52819 9.46896 2.02183 7.44713 2.01647 29.3466 28.3166 0.0121537 0.00893473 0.00767825 0.00647248 0.00513248 0.00387502 1.03003 0.00277648 0.00321898 28.3044 15.6448 0.575194 0.0231716 0.0212279 0.00311143 0.552023
internal_count=4633 3645 3509 3230 988 917 407 218 510 295 215 164 3212 3005 594 541 524 513 430 397 207 363 53 2411 1974 585 260 252 100 325
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=5 5 17 16 19 5 22 6 2 18 20 15 13 9 6 5 13 6 8 16 16 6 20 23 6 16 3 17 17 5
split_gain=5.42881e-05 7.88323e-05 0.000116526 4.70625e-05 5.33087e-05 0.000337027 0.000215392 0.000205179 9.0151e-05 0.00492879 0.000313405 0.00189059 0.000942755 0.000480366 0.000470644 0.00040834 0.00084307 0.000149378 4.59626e-05 9.81199e-05 4.31879e-05 4.1293e-05 0.000163872 0.000452956 0.000106652 0.00019276 0.000384991 8.32686e-05 0.000208883 7.9122e-05
threshold=25.546339592900001 24.453399453300005 187.63270803470002 22.794946695500006 14.451165964200003 22.744024947450004 -0.031989999999999998 16.445384243750002 223.66947801700005 13.758874730250001 42.670715716450012 44.483611103700007 117.35926276845002 208.17787845895003 12.325287978400002 16.316541761950003 115.86448004795001 14.055328400500002 8.4434108459500017 22.674946976100003 22.594947163200004 16.465384711100004 41.559097512700014 0.086255000000000026 16.245379570700006 22.534947303500005 93.181958801350021 190.92966541395 188.85216786605002 18.946524085150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 7 -6 21 -10 11 12 13 14 -11 -15 -17 -16 19 -9 -20 24 -23 -24 29 26 -26 28 -27 -1
right_child=-2 2 -4 -5 5 -7 -8 18 9 10 -12 -13 -14 15 17 16 -18 -19 20 -21 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=6.4580264628970065e-06 0.0010168675570761069 0.00019838997013726838 -0.0019464612904752769 -0.00090974576423244208 -0.0020706116516439358 0.0027194134072682512 0.0019083208410031411 0.0015920448112164986 -0.096343146286247419 -0.0083322173154414588 -0.00068183422773981592 -0.084504078868071597 0.098795335774775575 0.040811452890852633 0.092589317042375607 -0.10001435961115934 0.024449755369956777 0.043393861421771478 0.00025632549525512278 -0.00037534113365289752 -0.00066982046181885205 9.1076919749233904e-06 0.00012309581191639543 -0.003481149905045207 0.0035354223871420587 -2.4702082636836733e-05 -0.00033328771423694149 -0.00015207028460384011 0.0017323256080221544 -0.00065216178185172199
leaf_weight=17.127844124933773 0.51882781764051245 0.50205281912784994 0.51121180599377758 0.5500773351504894 0.52562432318964658 0.52786761115424941 0.53333521032641229 0.51243213251927977 0.0054025159134492009 0.0012054422725956832 0.50757622097159261 0.0015597833020848393 0.0018315956822334556 0.0010667760276932142 0.0012296114854137841 0.0010367553410866037 0.001145552028901875 0.0012392858210308333 1.0070787759650417 0.50168220193882007 1.0069406850561788 7.3922913721524282 1.0071882034982786 0.53330633407385608 0.52818643888644945 2.0239270834845233 0.50142197657260112 3.5133610372977273 1.0164212376657813 2.0414104345219704
leaf_count=1728 623 71 81 57 85 90 73 50 68 234 395 16 15 76 19 51 9 22 28 13 18 96 54 52 116 48 4 36 25 380
internal_value=1.53813e-07 -1.2291e-05 -0.000883729 9.05097e-06 2.14313e-05 0.000341516 3.43996e-05 -0.000246832 -1.9365e-05 -0.00132239 -0.000331152 0.0169254 0.0349959 0.0181178 0.0428872 -0.00989364 -0.0346798 0.0678952 6.97405e-05 0.000618779 -0.000206716 -2.57412e-07 -0.000186416 -0.00112466 6.19016e-05 0.000379352 0.00165135 0.000179517 0.000562691 -6.3681e-05
internal_weight=42.9058 42.387 1.01326 41.3737 40.8236 4.61496 4.08709 3.55376 36.2087 0.523294 0.517891 0.0103148 0.00875502 0.00692342 0.00367434 0.00324908 0.00218231 0.0024689 3.02813 1.01411 2.01402 35.6854 8.93279 1.54049 26.7526 7.58332 1.02961 6.55371 3.04035 19.1693
internal_count=4633 4010 152 3858 3801 357 267 194 3444 905 837 442 426 411 275 136 60 41 109 63 46 2539 202 106 2337 229 120 109 73 2108
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=8 19 22 22 22 3 7 20 9 2 13 18 13 4 2 0 23 23 23 23 18 14 7 12 22 20 6 22 22 22
split_gain=4.98182e-05 4.48949e-05 0.000124269 0.000271761 0.000265761 0.000108258 0.000612316 0.000227092 0.00013338 9.10959e-05 0.000105913 9.75338e-05 0.000141995 0.000106779 0.000143908 0.000128092 0.000165422 0.000239089 0.000113953 7.37367e-05 0.000537671 0.00225023 0.00138429 0.000565942 0.000206643 0.000146447 4.04568e-05 8.63006e-05 5.79133e-05 8.8997e-05
threshold=8.8430989333000021 14.351157895250003 -0.63026499999999996 -0.59238000000000002 -0.54488499999999995 93.883646373400012 22.812602664350003 40.040404835300002 186.16747084260001 238.63425815445001 117.62810858150002 13.845746551550002 117.47755492620001 195.04069921150003 97.889449657450015 86.345209775600011 0.10990500000000002 0.10876000000000002 0.094595000000000026 -0.55393499999999996 12.880535946600002 173.35860777470003 22.343045670750005 99.140885195450011 -0.26416999999999996 42.283941020600004 16.525386113000007 -0.079369999999999996 -0.10040499999999999 -0.11051999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -3 -8 -7 11 -11 13 -13 14 -9 16 17 -15 -17 -6 21 23 25 -21 -22 -23 28 -28 29 -26
right_child=-2 5 3 4 19 8 7 9 -10 10 -12 12 -14 15 -16 18 -18 -19 -20 20 24 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.034102831282577427 -0.00096365368231296749 0.003563721837847901 0.036621357463962938 -0.049109651251708741 0.025797217918007168 -4.9123091931760018e-07 0.0021515405943527475 -0.00020841310796010867 -0.0018353401719988398 0.0019158106784143186 -0.00012046489582887883 -0.0021770137004147785 0.00018732858457223405 -0.0031558748968297545 0.0021762173715796063 -0.00019352939215516309 0.000136530813332068 -0.00010358186944462113 0.00074776355399785955 -0.0039485853399535316 0.043389088642326074 0.024799357075802095 -0.10018405897117021 0.093042637658783081 0.00016259496546109549 -0.026471285338164598 -7.9086632466213863e-05 -0.0011475594047902164 -6.8072238400048436e-05 0.0015883199296601884
leaf_weight=0.0010721652169810572 0.5297182366183425 0.54034955544838581 0.0020198957002887088 0.001104591381074437 0.0011029824232399168 1.3631867011729912 0.52279205615559377 0.50132684578420394 0.55848849473415274 0.51931950779078195 0.50268419625535898 0.51254536065425671 0.50357544243297525 0.52704659730261505 0.51105342862138059 3.517741367832059 1.0013952935987616 0.50017460665549152 2.0273057306330884 0.0010150539635414568 0.0010949829944476566 0.0011910759291973161 0.0034474261756258784 0.0014769551694906458 3.0205962995292932 0.0010466952270509755 3.0055242990658968 1.0099612335197559 21.202989273044242 0.51204868849918606
leaf_count=66 204 128 110 168 71 64 55 5 118 92 10 33 37 42 67 41 6 3 28 67 83 108 8 18 911 196 118 31 1639 106
internal_value=1.1767e-07 1.21656e-05 -5.86324e-05 -5.73634e-05 -5.99392e-05 0.000161813 0.00027618 0.000116816 -0.000533746 1.66918e-05 0.000914245 -7.88391e-05 -0.00100528 3.0801e-05 0.000995357 -9.81324e-05 -0.000778058 -0.00166965 0.000150614 -5.80555e-05 -5.9047e-05 -0.0256976 -0.0604283 0.0535358 -5.17554e-05 0.000818023 -5.34098e-05 -0.000347825 -5.61554e-06 0.00036925
internal_weight=42.9044 42.3747 28.7657 28.7646 28.7626 13.609 11.6873 11.147 1.92168 10.6242 1.022 9.60216 1.01612 8.58604 1.01238 7.57366 2.02862 1.02722 5.54505 28.7615 28.7604 0.00817721 0.0056852 0.00249201 28.7522 0.00223777 28.7511 4.01549 24.7356 3.53264
internal_count=4633 4429 3700 3634 3524 729 547 419 182 364 102 262 70 192 72 120 51 45 69 3356 3285 397 312 85 2888 304 2805 149 2656 1017
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=17 6 20 22 21 7 7 23 5 18 22 18 18 21 5 6 23 18 4 8 4 23 4 23 22 13 5 18 5 3
split_gain=4.53721e-05 4.11286e-05 0.000111465 0.000515142 0.000107888 0.000231665 0.000967992 0.00019991 0.000110429 0.00165312 0.000331953 0.00191066 0.00118437 0.00064824 0.000986355 0.000719854 9.01267e-05 0.000178855 8.3481e-05 0.000123058 6.81553e-05 0.00250276 0.00243927 0.00114811 0.00102393 0.00151453 0.000815098 0.000364994 0.000302285 8.89391e-05
threshold=162.04221493815001 16.465384711100004 41.489621506400006 -0.080869999999999997 15.109659503850002 22.227765484150002 22.040683815500007 -0.17949499999999999 23.714185006400005 12.880535946600002 -0.16262999999999997 13.480563334700001 13.679220276500002 5.2472773321000004 16.222050829800004 14.865347326450001 0.10087500000000002 13.679220276500002 162.32075757215003 8.2435668022500028 292.45535980730006 0.08759500000000002 312.89209607035008 0.083905000000000021 -0.071969999999999992 115.13321943645001 16.632399885950004 15.125532671900002 21.757682542950004 91.302726568150021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 18 16 5 6 7 -2 9 -7 11 -11 -13 14 -14 -15 17 -4 -3 -20 -12 22 29 24 27 26 -26 -24 -25 -22
right_child=1 2 3 -5 -6 8 -8 -9 -10 10 20 12 13 15 -16 -17 -18 -19 19 -21 21 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.01997559346993627 0.018200960200810998 0.0012689375911772334 -0.0021002911115279121 -0.0034913905337733663 0.0014923716714598974 -0.10013770004794165 0.081624621882585319 -0.036337141977857652 -0.0013969735528136734 0.093981182935728977 4.3671700706195563e-05 -0.10005844853738376 0.035369535352061603 -0.011015956548869218 -0.064989052169055081 0.094460978492616907 0.00065149862740786603 4.8934488148071298e-05 0.0014701645785325573 -0.00012103690309117599 0.074593851019763929 9.4279659711581187e-06 -0.10005067989898433 0.029289748082621293 0.018868005399099004 0.075796507394935292 -0.10001867320047642 -0.020265889741021278 0.10001520295943425 0.10002605424107634
leaf_weight=0.0011370337261301646 0.001144403434798491 0.51284020196777191 0.52140815272503194 0.53245243999271163 0.52285622323118985 0.0016462997584437691 0.0017222511862300394 0.0016285189532724278 0.52552544479633923 0.0025042854815934806 27.247650994711123 0.0011523440363063742 0.0019173922199832941 0.0011506447272675371 0.0020016961890814144 0.0014783524138692883 1.0116642318856177 1.5043065236041286 0.51233988355845994 9.4626125629998494 0.0021431418300230836 0.51732779737694679 0.0013323144043832233 0.0011076011067017166 0.001154286217932547 0.0021741718169323576 0.0011524810133778374 0.0010065846177187143 0.0013299488564371131 0.0038368354871636257
leaf_count=383 83 96 204 167 295 3 28 152 125 24 1370 9 212 134 69 13 23 32 210 213 48 324 26 50 89 38 26 176 5 6
internal_value=1.01837e-07 6.31247e-07 -0.000139621 -0.00062227 6.89833e-05 4.2706e-05 0.0227425 -0.0138289 3.91026e-05 6.62576e-05 7.21937e-05 0.0181048 -0.00657128 0.00988077 -0.0158892 0.0482964 -0.000119313 -0.000504265 2.4663e-05 -3.93086e-05 6.55697e-05 0.00118594 0.0411299 0.00897254 -0.0120815 0.0159128 -0.0405288 -0.065714 0.0678782 0.0909115
internal_weight=42.9037 42.9026 14.0576 3.56983 28.8449 28.3221 0.00449517 0.00277292 28.3176 27.7921 27.7904 0.0102047 0.00770043 0.00654809 0.00391909 0.002629 3.03738 2.02571 10.4878 9.97495 27.7802 0.532565 0.0152374 0.00925739 0.00681984 0.00448094 0.00230677 0.0023389 0.00243755 0.00597998
internal_count=4633 4250 945 426 3305 3010 263 235 2747 2622 2619 461 437 428 281 147 259 236 519 423 2158 788 464 410 355 153 115 202 55 54
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=8 8 2 23 6 18 20 22 16 2 20 20 21 8 10 21 16 7 18 21 21 23 7 22 0 7 6 3 4 7
split_gain=4.05601e-05 5.76635e-05 7.63014e-05 0.000236093 3.82669e-05 0.000167654 0.000113105 0.000445813 0.000604467 0.000150627 9.52382e-05 0.000172612 0.000123912 0.00238332 0.00336675 0.00192462 0.00166778 0.00117026 0.00101285 0.00155273 8.52572e-05 9.01505e-05 0.000146609 0.000622928 8.28844e-05 6.86559e-05 0.000332728 6.51365e-05 6.13111e-05 5.86142e-05
threshold=8.8430989333000021 8.7431769115000026 74.766480717350007 -0.11223 16.455384477450004 12.783127173500002 40.621691032550004 -0.059424999999999999 22.544947280100004 216.39684782960003 40.300545846000013 40.003678352300007 3.1734339793000008 8.1436447804000007 62.111448187750007 2.0502020052500005 22.534947303500005 22.958251375150002 13.913874241250001 1.1709819147500002 3.9632429946000003 0.086555000000000021 23.473156321500003 -0.08725999999999999 86.420486603250012 23.602039070650005 16.525386113000007 93.216908757050007 181.92062232470002 24.374195395050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 28 9 -9 25 11 29 13 -12 17 18 -17 -15 -16 -20 -14 -22 23 -23 -24 26 -8 -28 -6 -7
right_child=-2 2 3 -5 6 10 7 8 -10 -11 12 -13 20 14 15 16 -18 -19 19 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.040019633336159266 -0.00086927740828825868 -0.00020268129821724616 2.3062191572340677e-05 0.0026501696533749409 0.0012655853800788192 0.00011232826515014021 -0.002857897442156896 0.00019621287630116168 -0.0046187559268785873 0.0015453434321178454 0.00024034001210229691 -0.0020115645213324026 -0.0011501776277948684 0.0084734550770955673 -0.03443005496317026 0.097639017680284476 -0.0030252462442189633 -0.099094992361114256 0.091927813733740787 -0.013711823206140472 -6.4286861659428989e-05 9.192805817047151e-05 -0.0010667493362927672 0.0040769989936853554 0.00026119720338546625 8.6695698208948851e-05 -0.0011691077463522892 7.5864628862199975e-05 0.00010729594319384609 -0.00049982676700411331
leaf_weight=0.0010494907661166 0.52993545844674983 1.0022434318198059 1.0005759403356931 0.51978701396498639 0.50968259798803295 4.0632615037366895 0.52611783090433961 0.50090468680436184 0.54376074374162542 0.51465383390372377 0.50698841281065066 0.52240336507426732 0.51111952820118034 0.001875303416454698 0.0027978055602488894 0.0087142753571973763 0.0020290632674004891 0.0021953773400582577 0.0027942997166974237 0.0027712858537149998 9.0378809863368215 1.5075155032012335 0.50631103818795953 0.53021321731804683 6.5564751156294827 3.5093858288892079 0.50473179829714387 2.510655983884396 4.4201677526164005 2.5431399264608894
leaf_count=130 204 12 6 54 88 310 71 136 78 134 233 120 194 7 21 100 13 37 12 31 957 69 9 79 368 24 11 159 186 780
internal_value=1.61857e-07 1.10357e-05 0.000474693 0.000921227 -1.83153e-05 5.19843e-05 -0.000154914 -0.000373609 -0.00231004 -0.000106224 5.039e-05 -0.000261693 0.000166387 0.00167391 0.0330322 0.0506241 0.0786268 -0.0495398 0.0146527 0.0393264 0.000123531 0.000159423 0.000381592 0.00112884 0.000166 -0.000226774 -0.0005374 -0.000132526 0.000227048 -0.000123321
internal_weight=42.9021 42.3722 2.52261 1.52036 39.8496 26.3095 13.5401 8.61021 1.04467 7.56555 26.3085 7.1288 19.1797 0.530166 0.0231774 0.0191067 0.0107433 0.00407068 0.00836339 0.00556559 18.6495 18.1384 9.10051 2.03773 7.06279 7.05089 3.54151 3.01539 4.92985 6.6064
internal_count=4633 4429 72 60 4357 3470 887 613 214 399 3340 1210 2130 454 221 177 113 44 64 43 1676 1482 525 148 377 265 241 170 274 1090
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=17 5 7 22 22 5 23 17 17 5 7 22 14 7 12 18 16 5 3 2 6 9 6 10 4 12 20 16 19 23
split_gain=3.84506e-05 3.8384e-05 0.000499177 0.00161059 0.00181837 0.000571621 0.000173484 0.000146363 0.000185191 0.000105917 0.00219717 0.00019405 6.83382e-05 0.00407838 0.000635794 0.00365023 0.00111505 0.00133723 0.00129267 0.000456365 0.00051969 0.000343468 0.000291245 9.29389e-05 7.6692e-05 6.81545e-05 0.000147402 7.35976e-05 8.03716e-05 0.000157453
threshold=162.04221493815001 23.714185006400005 22.093462376800005 0.17437500000000003 -0.11051999999999999 21.950234501100002 0.11071500000000002 199.05253715360001 193.94976740385002 23.195398057700004 22.172877373800002 -0.094409999999999994 305.23266569440005 23.781511574300001 252.38897074515003 14.032563378150002 22.534947303500005 21.363989181350004 82.831394999100013 296.32908460740003 13.665319288000001 189.34276022045003 15.785368822600002 80.314998189050016 292.45535980730006 212.31925379130004 43.276780833950006 22.684946952700002 14.351157895250003 0.094595000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -3 10 -4 -11 24 21 -15 -16 18 -18 19 20 23 -14 -20 -17 25 27 -27 28 -12 -30
right_child=1 6 9 -5 -6 -7 -8 -9 -10 11 12 -13 13 14 15 16 17 -19 22 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.018458769962465409 -0.023442488117456212 -6.3105664794926278e-07 0.079911471978523663 0.06683866084421336 -0.092473596708519359 0.062853082701208943 -0.0020038573240207724 0.0015224951478485967 -0.0020389283748342055 -0.00035852824961291426 -3.5669837670936542e-05 0.0023955703424885476 -0.040643139141044504 0.00041144562121518571 -0.099599430545972145 0.029090657588714697 -0.011562629328336863 0.088542122363545403 -0.10001336393642886 -0.031984003244166608 0.095440305890858279 -0.10018989529263014 -0.032157740652648321 -0.013747657771884246 0.0012314765419776733 -0.0019788350908857754 0.00042129693799406413 -0.0011138433219146833 5.6548777587292219e-05 0.0010813439641655484
leaf_weight=0.0011284274476669456 0.0019797149504995892 3.3799787860685813 0.0034414433853119366 0.001585084837964601 0.0037257487337502559 0.0012536809563510332 0.51227521066223847 0.5162553185157982 0.51345555758758354 0.50250175396161012 26.699223123299689 0.52116534208198462 0.0012534979287580619 0.50641687259938284 0.0042375092566544611 0.0010053653698491878 0.0024833954644236655 0.0028842762972089986 0.0016130862480085995 0.0014216147488875252 0.0010059224459837424 0.0042627770653780317 0.001040578945321613 0.0010205314259437547 0.51630989241964798 0.52105816333010924 0.50278173073456855 0.55588573752811399 5.5663640460916204 2.0519343333464235
leaf_count=383 117 618 25 30 63 48 47 70 81 17 1501 61 76 273 19 41 28 25 84 301 9 15 11 163 117 52 8 25 236 89
internal_value=2.6329e-07 7.48832e-07 3.48015e-05 -0.0241333 -0.0448539 0.0100168 -0.000262002 -5.96495e-05 -0.000269436 4.02401e-05 1.24388e-05 0.00104363 4.99562e-06 -0.00112381 -0.000221866 -0.0194125 0.00782587 0.0422279 -0.0181564 0.0147647 0.036685 -0.0866587 -0.0734052 0.00751115 2.13834e-05 3.97868e-06 -0.000800191 2.75881e-05 4.60774e-05 0.00033257
internal_weight=42.9009 42.8998 37.9779 0.00854423 0.00695914 0.0032334 4.92196 4.40969 3.89343 37.9693 36.9456 1.02367 36.9422 0.528645 0.523129 0.0167123 0.0124748 0.00536767 0.0071071 0.00445343 0.00303182 0.00551627 0.00265367 0.0020259 36.4136 35.8972 1.02384 34.8734 34.3175 7.6183
internal_count=4633 4250 3434 258 228 165 816 769 699 3176 3098 78 3073 1045 954 681 662 53 609 514 213 91 95 204 2028 1911 60 1851 1826 325
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=5 10 13 9 21 6 13 8 14 7 19 5 22 16 17 17 21 2 21 20 2 20 16 23 2 16 16 18 5 17
split_gain=4.4928e-05 0.00022824 0.000755016 0.000301726 0.000233277 0.000171092 0.000164881 3.26578e-05 9.41633e-05 5.02669e-05 4.81366e-05 0.000119276 9.6249e-05 0.000392423 0.000309122 0.000220341 0.00021835 0.000189996 9.05776e-05 0.000210948 8.94159e-05 9.94929e-05 6.29307e-05 5.92618e-05 5.78895e-05 5.45863e-05 0.000100646 0.000456599 7.92365e-05 5.71001e-05
threshold=13.153721664750002 79.728914316550018 98.255079293500017 72.978853106700015 5.3283630236500015 3.6650856341500009 95.937628385050019 8.8430989333000021 144.12207640715005 18.737592104000004 14.351157895250003 20.201591378100002 -0.066979999999999998 22.604947139800004 191.20566072810004 195.44378352670003 15.191342547400001 210.71970372160004 5.2921303083500009 40.574766824850009 119.08834621750002 41.16018805045001 22.614947116400003 0.085855000000000029 212.16877499140003 22.594947163200004 22.624947093000003 13.055593598800002 22.665750084250003 185.31329674715002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 -2 8 -8 -10 25 -12 16 -14 -15 -16 18 -17 19 -13 -20 -22 -23 -24 -19 -11 27 -27 -28 -30
right_child=6 2 -4 -5 -6 -7 7 -9 9 10 11 12 13 14 15 17 -18 24 20 -21 21 22 23 -25 -26 26 28 -29 29 -31
leaf_value=0.0136719227167869 -0.039167692503840307 -0.0090892449826204258 0.080557930992519178 -0.046008737739156674 -0.052803419762043662 0.043711962010583194 -0.021527643700225006 -0.0007801506826838673 0.020699789849958804 1.1602368649582977e-05 0.0016446300495615808 -0.00018749019078848376 0.0030687278977941899 0.0021573940688765954 -0.0022869061924840925 0.0016795083976391659 0.0019605643459533503 8.1340507529559426e-05 0.00058632458076466449 -0.0024537118213121042 -0.0010886316222032675 -0.00037394073036204462 -0.00012868232596696189 0.00095695335910362062 -0.0014323187005618892 0.00021974496637251997 -0.0004255902249137641 -0.0034253002940947022 -0.00015194619106380405 0.00091222235304747523
leaf_weight=0.0010493152028681306 0.0010748029278236917 0.0013363250708297416 0.001444117233447173 0.0011971063776633276 0.0010623641128608141 0.0011348266799938844 0.0020299332607213163 0.53019467219125616 0.0011743110293086492 22.192929526869243 0.52383657016028351 1.8591767696520629 0.53026191991083971 0.56301674415749436 0.51110181252386189 0.51317219248812751 0.51413640763770807 0.50026846677064873 2.0213892945976113 0.52722194458971205 1.0096433829603482 2.010657138696633 1.0000219495863034 1.0112947221515183 0.51049194011602594 1.0039169617302821 3.0147305957634671 0.52253344527453638 1.000883847822678 1.0160912923462389
leaf_count=110 147 465 28 389 178 192 31 203 222 1768 84 48 59 31 25 28 34 2 64 191 27 41 16 30 39 13 55 50 20 43
internal_value=1.60026e-07 0.0078857 0.0193094 -0.00480284 -0.0197711 0.0151586 -1.16811e-06 -1.86624e-07 9.57572e-06 1.06079e-05 1.00343e-05 0.000165003 0.000105754 0.000589589 8.35969e-05 -0.000490144 -4.63112e-05 0.00011246 -0.00015562 -0.000688162 2.45669e-05 -0.000201112 2.16834e-05 0.000417178 -0.000683144 -6.33005e-05 -0.000316773 -0.00102802 -0.000101003 0.00038415
internal_weight=42.8985 0.00722405 0.00511238 0.00366826 0.00211168 0.00247115 42.8913 42.8902 42.36 42.358 42.3568 13.6057 13.0819 3.12831 2.59805 2.03503 9.95354 1.52393 9.43941 2.3864 7.05301 5.03162 4.02197 2.01132 1.01076 28.7511 6.55816 1.52645 5.03171 2.01698
internal_count=4633 1362 1074 1046 288 657 3271 3124 2921 2890 2668 719 635 184 125 94 451 69 417 239 178 114 87 46 41 1949 181 63 118 63
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=5 6 18 20 5 7 17 7 10 22 15 13 6 21 6 15 20 12 6 7 0 22 12 3 3 12 7 3 0 12
split_gain=3.86099e-05 0.00012689 0.000108652 0.000118257 8.01432e-05 0.000266825 0.000803134 0.000814627 0.000431492 0.000241778 0.00226955 0.00110799 0.00149917 0.000339283 0.000539706 0.000492118 0.000216019 0.000183703 5.70397e-05 0.000871151 0.00226267 0.00016588 0.000192515 0.000116122 0.000354661 0.00524167 0.00494496 0.00705716 0.00872204 0.00393423
threshold=23.714185006400005 16.405383309150004 13.602243858600003 41.529896397300007 22.958759589950002 22.093462376800005 188.13858192940003 21.115414688150004 65.509659264600018 -0.15022499999999997 40.726271367500011 115.86448004795001 16.345381907250005 2.2033311313000001 14.865347326450001 22.654569872000003 42.154118731400011 194.34319615655002 16.455384477450004 22.172877373800002 85.705356740550016 -0.025719999999999996 247.65401887280004 85.589753040950015 89.883220675300024 94.177001085000015 22.747724408400003 88.813214339350012 93.308316333500017 182.40938739235003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 -9 10 11 12 13 -7 15 17 -6 -15 19 -11 -21 -20 -23 -22 25 -25 -27 28 29 -28
right_child=1 2 -4 -5 16 9 -8 8 -10 18 -12 -13 -14 14 -16 -17 -18 -19 21 20 23 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.018805362783817902 -0.0017453703119581117 -5.4921336151518728e-05 0.0012791921747822865 -0.0016846366416654966 0.0023217673080174655 -0.032505067521996021 0.052901223119768137 -0.10003550806777979 -0.018953411321272193 0.087543695751776368 -0.097661257604094442 0.055022835588650211 -0.10002848198844108 0.046658963872722364 0.077401205594314682 -0.05285521649554327 -0.00056986160636324863 -0.0044914888934905256 -4.5252758269376183e-05 -0.071843940702160755 -6.8222738056188009e-05 -0.0026252956729608695 6.7942906416843608e-05 -0.00060520788201451185 0.00022259443058456562 -0.071558117529239337 -0.070173511828485524 0.083976533583036583 0.058535964246015919 0.026634607901244719
leaf_weight=0.0014898378574160756 0.51703071267258494 3.3799050308486298 0.51258600702729129 0.51280411298600359 0.52645761723021312 0.0016572702321327112 0.0011388700194565615 0.0019070853754648009 0.0010007378848999604 0.0011391796924823385 0.0025927436990969008 0.0032830066329552219 0.0016168729044636621 0.0015931371757522197 0.0012285897824275693 0.0011725638857444931 0.50729505846846479 0.0012554251730979848 9.5774982537595843 0.0043715605133901594 15.601595836789674 0.56516477432523859 0.50040296000088347 0.50873938946096942 10.099134073958103 0.0044736261210935871 0.012271938893242407 0.021043578474012392 0.019546983428284648 0.0063805904701439422
leaf_count=169 149 366 59 366 78 225 50 23 65 11 8 31 17 121 17 151 67 259 183 18 1572 54 6 30 299 23 61 56 69 30
internal_value=1.7333e-07 -0.000263337 -8.93973e-05 -0.000269611 3.43292e-05 1.00278e-05 -0.0219414 -0.0413235 -0.0721308 1.33182e-05 -0.012942 0.00566204 -0.0133495 0.00694137 0.0193941 0.001671 0.000902754 0.0241158 1.83708e-05 9.74712e-05 9.36802e-05 -0.000176935 -0.00136052 0.00010565 0.000359847 0.00278123 0.0298199 0.0374752 0.0118583 -0.0370577
internal_weight=42.8978 4.92233 4.4053 3.89271 37.9755 36.9417 0.00553653 0.00439766 0.00290782 36.9362 0.0143996 0.0118069 0.00852386 0.00690699 0.00524972 0.00402113 1.03375 0.00284856 36.9218 26.2787 26.2776 10.6431 1.06557 26.2732 10.6716 0.572456 0.0637167 0.0592431 0.0381995 0.0186525
internal_count=4633 940 791 732 3693 3548 307 257 88 3241 829 821 790 773 548 531 145 380 2412 2169 2158 243 60 2140 568 269 239 216 160 91
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=16 23 9 8 20 20 22 18 21 4 6 9 16 7 21 15 22 18 19 15 9 22 6 15 10 0 22 22 19 2
split_gain=0.000125572 0.000540175 0.000235428 0.00104738 0.000688376 0.000237523 0.000252964 0.000190873 0.000106257 3.09538e-05 0.000133098 0.000243048 0.000156593 0.000105611 9.99835e-05 0.000169757 0.000100633 0.000197721 7.59082e-05 0.000266012 6.22781e-05 6.99986e-05 0.000239205 0.000110277 7.11403e-05 0.000215365 9.64147e-05 7.84826e-05 0.000153052 0.000590609
threshold=12.604970524100002 0.075320000000000012 177.59430306730005 5.9453602998000008 43.895345911700005 49.292797572200008 -0.23381499999999997 16.922055371600006 10.738578069800001 250.04947801505003 16.535386346650004 205.22231928645002 22.674946976100003 23.109894804950002 7.3938557349000016 43.376643616500012 0.050115000000000014 13.956123578150001 14.451165964200003 37.882159664350006 219.19610828025003 -0.099379999999999996 16.405383309150004 41.831907381600011 61.950140699950005 85.769879735700016 -0.081984999999999988 -0.082484999999999989 14.351157895250003 130.18547167755003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 6 -6 -1 -8 20 12 -12 13 -11 15 16 17 -15 -16 -20 21 22 -4 24 25 26 -23 -26 -29 -30
right_child=2 -3 9 -5 5 -7 8 -9 -10 10 11 -13 -14 14 18 -17 -18 -19 19 -21 -22 23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.012690669366549851 -0.067196677863579635 -0.058653014086913084 0.0024229111389565613 0.087136516224740279 -0.015413487360830839 -0.026189036261053456 0.024330514721463383 0.045895205641683527 0.063493881999485455 -0.0014841541875103771 -0.0027525775409538633 -9.3502954209670778e-05 0.0016979134059488814 -9.6332870651814599e-05 6.8053356673359867e-05 -0.0021059959597795903 0.00031912075777642944 -0.002349434143056571 -0.00065446738421736251 0.0025676391712209177 -0.0010419515661600216 0.0011242292720128923 0.00018181818963634071 0.0011041124753526832 -0.00035284434859156712 -0.0023738429407266187 -0.0007883649984141369 -2.1746896439334461e-05 0.0038094983260894043 4.877916754382437e-05
leaf_weight=0.0011704859047889137 0.0012760301825494036 0.0017865081970721377 0.5322550243978118 0.0016869056456698672 0.001026751322735775 0.0010764904458978597 0.0014799909775629061 0.0010594697355473383 0.0013024699097670123 0.51737707257987686 0.52175085641326191 1.0075090955987773 0.51250577648617657 1.5067986925332664 7.0439200005269935 0.51751951619331027 2.010764559261041 0.52525739978875208 0.50234869423096007 0.52296482084057061 0.50209027163726716 0.50544526007433876 4.5275938938103337 0.87713414758945774 4.5456194396860097 0.51099424467247434 0.55078511679040687 12.603091102117082 0.52696024492615778 2.0121883950632764
leaf_count=190 557 760 303 19 155 200 130 170 72 124 53 60 72 23 264 93 81 333 14 28 44 5 110 62 154 18 40 357 120 22
internal_value=2.22956e-07 -0.0176807 1.87867e-06 0.0173197 -0.00179418 0.0152874 0.0270087 0.0151439 0.0426629 -1.29092e-06 -0.000116013 -0.00100072 -1.69648e-05 -8.38156e-05 -2.645e-05 -0.000400722 -0.000182431 -0.000678727 0.00018507 0.00098898 6.1628e-05 8.20052e-05 0.000417563 5.29021e-06 -4.00549e-05 -0.00068848 0.000126882 1.15621e-05 0.000120955 0.000829257
internal_weight=42.8947 0.00401646 42.8907 0.00784864 0.00616173 0.0048857 0.00380921 0.00222996 0.00278246 42.8829 15.1887 1.52926 13.6595 13.147 12.6296 4.56034 4.04282 2.03206 8.06923 1.02531 27.6942 27.1921 5.05985 22.1322 21.2551 1.56722 1.05623 19.6879 15.1422 2.53915
internal_count=4633 1120 3513 1133 1114 557 357 360 202 2380 1145 113 1032 960 836 530 437 356 306 42 1235 1191 413 778 716 63 45 653 499 142
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=16 16 7 9 23 20 20 22 21 15 22 19 7 20 20 0 19 22 21 10 0 23 20 23 16 9 5 5 6 6
split_gain=0.000104227 0.00046752 0.000549123 0.000198469 0.000966036 0.000333788 0.00019189 0.000199232 0.000102273 3.48617e-05 0.000244793 0.000281887 0.000184329 7.00084e-05 5.25872e-05 0.000111033 6.84239e-05 0.00014395 0.000393163 0.000985099 9.73328e-05 0.000209572 0.000456529 0.000181734 0.000272554 6.57295e-05 6.38746e-05 8.58795e-05 8.39117e-05 0.000113397
threshold=12.604970524100002 9.7049773055000017 24.673428656250003 177.59430306730005 0.11636500000000001 43.564719632750005 49.292797572200008 -0.23381499999999997 7.7895855139500005 46.435439118750004 -0.59915999999999991 13.051052998800001 23.543468673550006 42.206017975500011 42.409092016550012 86.103248543850015 14.351157895250003 -0.066979999999999998 12.489184206400003 61.982402197500001 86.162394622750014 0.086955000000000018 40.148327922700012 0.10249000000000003 22.674946976100003 192.20980299475005 23.714185006400005 22.958759589950002 16.455384477450004 14.815346158200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 -7 -9 10 11 -5 -11 -14 16 -16 26 20 19 -19 23 -22 -23 24 -18 -17 27 28 29 -12
right_child=3 2 -4 9 -6 6 -8 8 -10 12 14 -13 13 -15 15 25 17 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022013059389000153 -0.039734739881043341 0.00063467634429710442 -0.10000622602360763 0.0061461808202598932 0.10003398107400339 -0.011729471043693724 -0.023733426425979698 0.013298930263666579 0.053375378552776943 -0.0020136627065195259 -3.7308856408766402e-05 -0.06104830456348477 -0.00052030563771752797 0.001142142759815888 -0.0016214193867648396 -0.0012123754857423972 0.0031476319052150328 -0.00056522816269839857 -0.00011645610518534779 0.0053995969309904388 0.00018124621522753364 0.00061030312276890873 -0.0035927219053232054 2.2503718932000811e-06 -0.00010971455915875474 -3.4262949404301566e-05 -0.0011211093920922399 0.001288582025762506 -0.00036294435621789446 0.00063527181392798423
leaf_weight=0.0017615866944099699 0.0015322941531005305 0.0011381513314501141 0.0010353209482607459 0.0011261395957465883 0.0011630639750006182 0.001102510359795611 0.001069477477134817 0.0010078829634672104 0.0017293463894487715 0.51360184244322127 13.582937732843645 0.0014010495745964135 0.50603672025380297 0.50720859622125403 0.52184842210518123 0.50762834355310804 0.52450630992393621 0.56450458545827886 1.5203752657944276 0.54339918627783845 2.5068478358219584 0.51207690513183457 0.52173581192801066 2.8626303973742324 0.50343415725512841 7.0589705201836814 0.51580292185485532 0.50898240859441912 5.5238186487330685 3.0740753771251965
leaf_count=592 543 159 369 24 15 163 200 96 116 129 683 20 34 44 151 45 58 61 44 90 35 33 47 26 39 439 38 18 62 260
internal_value=2.33645e-07 -0.0162738 -0.047305 1.72673e-06 0.0161554 0.00101044 0.0137281 0.0241622 0.0386187 -1.13785e-06 1.61866e-05 -0.0311058 -0.000470388 0.00031188 1.80885e-05 -0.000210601 7.36945e-05 0.000291524 0.000927605 0.00236037 6.65553e-05 -0.000312815 -0.00151084 0.000411806 0.00155235 -0.0001133 -2.07336e-05 4.28106e-06 -2.51897e-05 8.68169e-05
internal_weight=42.8945 0.00393506 0.00217347 42.8906 0.00760458 0.00644151 0.00490922 0.00383974 0.00273723 42.8829 41.3561 0.00252719 1.52685 1.01325 41.3536 8.08845 33.2651 10.0595 2.62828 1.1079 7.43123 3.54066 1.03381 3.89057 1.02794 7.5666 23.2056 22.6898 22.1808 16.657
internal_count=4633 1120 528 3513 1133 1118 575 375 212 2380 2173 44 207 78 2129 635 1494 433 195 151 238 115 80 123 97 484 1061 1023 1005 943
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=16 23 9 23 20 23 18 13 22 8 22 8 23 20 8 20 17 17 15 7 12 2 22 6 18 8 3 5 10 13
split_gain=8.82624e-05 0.000424732 0.000166768 0.000886842 0.000274991 0.000165028 0.000163314 0.000162649 0.000106641 3.55336e-05 4.23999e-05 0.000147817 9.88664e-05 0.000148787 0.000102831 0.000157428 9.18725e-05 0.000540307 6.68521e-05 0.000219422 4.69733e-05 0.000130448 8.84448e-05 0.000155962 7.76579e-05 0.000249523 8.65676e-05 0.000176168 0.000123842 0.000310334
threshold=12.604970524100002 0.075320000000000012 177.59430306730005 0.11636500000000001 43.321682097200004 1.0000000180025095e-35 16.922055371600006 105.21549739325002 -0.23353499999999996 8.8430989333000021 0.0041150000000000015 8.6432548896500023 0.10453000000000003 38.171717059500004 8.2435668022500028 42.431220712750012 205.09306577200002 179.03071761140004 46.055224235250002 23.727132803250004 147.73915704645003 120.31044416595002 -0.101255 16.445384243750002 13.900697602550002 8.543332867800002 93.077108934250006 21.757682542950004 61.987779113750001 117.68725466035001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 8 -1 -7 -6 10 16 12 14 -14 -12 -16 17 -4 20 -20 21 22 23 -19 26 -26 -22 -28 29 -29
right_child=2 -3 9 -5 5 7 -8 -9 -10 -11 11 -13 13 -15 15 -17 -18 18 19 -21 24 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.011713538405869757 -0.037390574404289632 -0.053432301483351964 -0.034433634629018238 0.10003073769808982 -0.030726691763562505 0.0096715412468500479 0.043195207367742176 0.059452419161559883 0.014440978594304502 -0.00081482285186096684 7.5165003860214262e-05 0.0017723827296252316 0.00039404791399827552 -0.0020208339799174103 0.0023553352338752187 -0.00011666854238267229 -0.0013631773507030676 0.0021572186004233536 -0.0022752738727117375 0.00065362332271402996 0.00016810480046995511 0.0017101311527134679 -3.4859012142056925e-05 0.00021823473089161479 -0.0024581642059103006 0.00064794136768847425 -0.0015241198661401722 -0.0028682328610233083 0.00013280541195927618 0.00013267657066911185
leaf_weight=0.0011647624467167736 0.0014466953599226087 0.0016510845568955402 0.0045622301359305997 0.0010524161701260604 0.0010895700304340283 0.0017832405939731122 0.0010125787041458949 0.0010386025899187246 0.0010047402630910529 0.52988252433774974 6.5163705475902596 0.56115973406667841 0.50473440585847107 0.51593319271603377 0.52831536132424595 0.50280619281284089 0.51910769896025399 0.5225073341318337 0.51236404174873829 0.51077257969247114 8.5553005246720257 0.51091739569415118 11.463149645648201 2.013001906834802 0.53033415707114595 0.50481510016523323 1.0120725994638622 0.52390131410720631 5.0337457184837149 1.0069398159885166
leaf_count=190 517 760 39 15 132 264 170 101 104 202 129 28 22 70 105 7 368 210 124 69 113 29 358 46 271 25 21 30 84 30
internal_value=2.37662e-07 -0.0151828 1.59292e-06 0.0149969 0.000932271 0.0122097 0.0138219 0.0279938 -0.00905761 -1.00006e-06 9.1818e-06 0.000200055 9.70775e-05 -0.000826641 0.000221994 0.00114991 -4.32673e-05 -2.23167e-05 -1.75157e-05 -0.000813103 8.18127e-06 0.000140639 8.33562e-05 0.000617813 -0.000103771 -0.000943398 -4.98946e-05 -0.000296052 -0.000106719 -0.000894328
internal_weight=42.8939 0.00382843 42.8901 0.00741527 0.00636285 0.00491615 0.00217734 0.00282184 0.00209431 42.8827 42.3528 9.12932 8.56816 1.02067 7.54749 1.03112 33.2235 32.7044 32.6998 1.02314 31.6767 14.5096 13.9987 2.53551 17.1671 1.03515 16.132 7.57666 6.56459 1.53084
internal_count=4633 1120 3513 1133 1118 601 360 365 236 2380 2178 361 333 92 241 112 1817 1449 1410 193 1217 643 614 256 574 296 278 165 144 60
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=16 16 22 14 22 20 15 22 21 22 22 21 17 12 15 19 5 20 8 18 13 3 15 0 10 7 21 23 21 5
split_gain=7.47884e-05 0.000525635 3.5398e-05 0.000226105 0.000191186 0.000611849 0.000175867 0.000171357 0.000564471 0.00166079 0.000795349 0.000676339 0.000294941 0.000105919 0.000151153 0.000103489 0.000150801 0.000692691 0.000210698 0.000146114 0.0003028 8.17189e-05 0.000259562 0.000527834 7.61209e-05 0.000129166 6.10619e-05 0.000137484 0.000117929 5.80175e-05
threshold=9.7049773055000017 11.864972254500001 -0.085550000000000001 144.12207640715005 -0.08158 43.182896969600009 46.723315192750007 -0.088039999999999993 1.0000000180025095e-35 -0.096559999999999993 -0.13006999999999999 0.37234627945000004 182.37451917730002 224.02444024760004 49.977661466200011 14.351157895250003 20.769304081650002 40.636252116050009 8.3434888241000014 13.845746551550002 117.49368567500001 93.469623821300004 37.491361913600009 86.780739992750014 62.009286778800011 22.532843451200005 12.489184206400003 0.085910000000000028 11.007427546000001 17.352342178450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 -5 15 8 9 10 12 -10 -3 26 -15 16 -6 18 -18 20 -17 22 -22 -24 25 -23 28 -28 29 -13
right_child=1 2 3 4 6 -7 -8 -9 11 -11 -12 13 -14 14 -16 19 17 -19 -20 -21 21 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.020782396134220546 -0.069352124816082272 0.036183918672646545 -0.036571442140956277 -0.0038911888728338953 -9.9109590074290558e-07 0.00029865326187064048 -0.00183422578108881 0.0019018822530395539 -0.075960409871391299 -0.078772202361773569 0.076596606397381126 -0.00037203554635475408 -0.038937890505644321 -0.002132382395850646 0.00030353960442327989 0.0027919128706356063 -0.0009404585584695856 -0.003924653995170199 0.0019364050520281669 -0.0012609501445649529 -1.1402642432643992e-05 -0.00021671407622359678 0.0041482548541711163 -0.00037525772728104039 -0.00079336320060157295 0.0016327157816282568 -0.00031225883505731663 0.0020104133856471817 -0.0014330945101709842 0.00021183194751732464
leaf_weight=0.0017315528730311716 0.0010928509298641078 0.0010880054845691101 0.0016968725177609603 0.53237068330637072 16.107932272725044 1.009340757259906 0.51264072888940404 0.52112160926000406 0.0011706720070340229 0.0012091092085429675 0.0038732447952485064 2.0109349514773642 0.0010057882798017483 0.51789682461110575 0.5013155126340525 0.52553324949985736 0.50680243871520347 0.5404622810355203 0.51153572521650403 0.51387984357666017 2.0072851921431725 1.4059097575957653 0.52836871410545405 0.50402961554937065 1.0065913903986254 0.5163248452472543 0.50214814746637759 0.51746318403570513 0.50645829596729441 11.073907108448587
leaf_count=592 392 213 26 131 744 31 75 70 14 12 38 243 80 473 36 122 68 250 32 90 16 41 37 7 22 35 80 74 59 530
internal_value=2.41353e-07 -5.97636e-07 1.16945e-06 -6.94655e-05 -6.71482e-05 -0.00114815 -9.80395e-07 0.000118012 5.85677e-05 0.0280984 0.0497537 4.56949e-05 9.79218e-05 5.13876e-05 -0.000934236 3.71071e-05 -9.18777e-05 -0.00103106 0.000504659 0.000362273 0.000490721 0.000288098 0.000651311 0.00193982 -8.8862e-05 0.000280055 0.000120142 0.000866521 6.41488e-05 0.000122101
internal_weight=42.8931 42.8914 42.8903 26.7307 26.729 1.54171 25.1873 16.1596 15.6385 0.00717615 0.00596704 15.6313 0.00209379 15.6301 1.01921 24.6747 17.6667 1.5588 1.01834 7.00792 6.49404 5.96851 3.03968 1.0324 2.92883 1.92223 14.6109 1.01961 13.5913 13.0848
internal_count=4633 4041 3649 1727 1701 162 1539 1922 1852 343 331 1509 293 1495 509 1464 1094 350 100 370 280 158 60 44 98 76 986 154 832 773
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=16 23 9 8 20 22 21 10 22 8 8 17 2 14 18 10 23 8 17 16 16 0 17 17 15 16 19 14 6 7
split_gain=6.33587e-05 0.00036189 0.000137148 0.000827416 0.00047235 0.000161781 0.00015327 0.000127111 9.03613e-05 3.01049e-05 4.44715e-05 6.61987e-05 0.000129697 3.14992e-05 0.000123318 0.00375515 0.00339302 0.000801978 0.00256832 0.00375024 0.00335674 0.00113397 0.00114952 0.00110322 0.000942788 0.000445197 0.000355922 0.0003049 8.93909e-05 0.000253356
threshold=12.604970524100002 0.075320000000000012 177.59430306730005 5.9453602998000008 43.895345911700005 -0.047144999999999999 6.5613067478000007 84.92839234085001 -0.23353499999999996 8.8430989333000021 8.7431769115000026 188.85216786605002 77.002902305750027 264.19645454725008 13.988302431200003 62.678712853250012 0.094385000000000011 8.3434888241000014 204.45912381470004 15.839962959300001 15.404963976500001 91.109157582800023 230.32451555280002 208.00356650210003 22.654569872000003 17.809958352600002 12.851036860900001 332.00884822475001 16.515385879350003 23.080728504150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 6 -6 -1 -8 10 13 -12 -13 -4 28 16 27 18 19 20 24 -20 23 -23 -17 -24 -25 -16 -15 -30
right_child=2 -3 9 -5 5 -7 8 -9 -10 -11 11 12 -14 14 15 17 -18 -19 21 -21 -22 22 25 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0094698550372094674 -0.059075807474291891 -0.049407226518984354 3.2900480642200119e-05 0.083923581623479543 0.02842144158023609 0.042576042425754163 -0.036445569859486458 0.039414731253628203 0.0040593613734105725 -0.00074991364005856762 -5.7991814349498209e-06 -0.00010380970026189962 0.0021543005604113567 5.3214892395075088e-05 -0.10020924692540199 0.0056660613698150085 0.035341939910935004 0.00040579322864264984 0.094900145456732171 -0.099122419334396278 0.088457616175976223 0.056524296874104332 0.0078982244898187903 -0.016984206786478221 -0.10013731342880992 0.092745689854714972 -0.087017340644790386 -0.059838252566981442 0.0001389177806110839 -0.002583221623140103
leaf_weight=0.0011182199206524442 0.0011801754537186506 0.0015760404640746675 30.189898438812072 0.0013642719440554174 0.0012576375545685359 0.0012458488517486099 0.0010559004632225422 0.0010144777375565598 0.0011512844060699301 0.53003718630225805 1.5036787096772166 0.50275289835917625 0.51480550207270426 7.5736519249391723 0.0062368182298085939 0.0014083272654090706 0.0029686831367143904 0.50894448773358292 0.0017656454674579436 0.0067254655397395169 0.0028560205760186363 0.0011347913240724594 0.0010536992379979182 0.0012070156913068786 0.002095097387936562 0.0014969620133342687 0.0018197748112775969 0.0026723411276918796 1.006083948718185 0.51792003931768693
leaf_count=174 557 760 1170 19 135 117 116 186 189 202 19 8 45 257 40 28 18 106 13 126 31 24 53 31 30 19 59 30 40 31
internal_value=2.52322e-07 -0.0130696 1.38253e-06 0.0137493 -0.00250253 0.0116709 0.000558314 0.0137835 -0.0153179 -9.43492e-07 8.43008e-06 0.000415723 0.00103862 -1.73515e-05 -0.000174727 -0.00163955 -0.0572474 -0.000394507 -0.0192839 -0.0470638 0.00799111 0.023592 0.00483449 -0.0275638 -0.0576059 0.0576945 -0.0590897 -0.0880998 -8.7397e-05 -0.000786179
internal_weight=42.8922 0.00370874 42.8885 0.00725512 0.00589085 0.00471067 0.00346482 0.0021327 0.00220718 42.8812 42.3512 2.52124 1.01756 39.8299 9.64004 0.542385 0.0118778 0.530507 0.0215628 0.0130849 0.00635945 0.00847789 0.00671224 0.00416158 0.00350342 0.00255066 0.00302679 0.00890916 9.09766 1.524
internal_count=4633 1120 3513 1133 1114 557 440 360 305 2380 2178 72 53 2106 936 608 88 520 414 215 89 199 186 114 58 72 90 70 328 71
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=16 16 6 18 7 16 5 19 5 18 22 22 17 4 5 22 21 23 22 0 21 10 22 20 15 5 23 6 15 9
split_gain=6.53904e-05 0.000435406 2.95494e-05 0.000723043 0.00153364 5.16898e-05 8.65301e-05 0.000456344 0.000318504 0.000296099 3.9033e-05 6.43157e-05 0.00015864 3.58401e-05 0.000145861 0.000145326 0.00013726 0.000259279 9.28121e-05 0.00015494 0.00011805 0.000115399 0.000116832 0.0002093 0.000103458 8.74353e-05 0.000159402 9.98058e-05 0.000214521 7.13177e-05
threshold=9.7049773055000017 11.864972254500001 16.635388683200002 12.722397935550001 22.093462376800005 22.714946882600003 13.153721664750002 12.050972309250001 12.451585980350002 17.142803710550002 0.27394500000000005 0.11061500000000003 199.59317753375004 250.04947801505003 22.665750084250003 -0.094409999999999994 4.0344380320500006 0.10685000000000001 -0.094409999999999994 86.103248543850015 6.7841715403000018 61.950140699950005 -0.082484999999999989 41.835830569250014 38.133874083650007 20.911722254300006 0.10526500000000003 14.845346859150002 34.761639995350009 192.39832633775004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5 -9 11 13 -13 14 18 -16 17 -15 19 -8 -21 -20 23 -23 25 27 -27 -24 -29 -18
right_child=1 2 -4 5 -6 -7 10 9 -10 -11 -12 12 -14 16 15 -17 29 -19 21 20 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.019575872197157621 -0.065178797609597341 -0.021777312842858235 -0.00057333354689183399 0.012882157822540841 0.10003126439944961 0.00096553472514843337 0.0019840356157683429 -0.045521470662653607 0.08531995536498288 0.018789426544506129 -0.00087722019109813781 0.0020038252331317057 -0.00047194337167139381 -0.0028003055433597347 1.0661530713809505e-05 0.0023919587566397457 -0.0012138547965626859 0.00037059320814950019 -0.0011527037881489479 0.00030545669381586442 -0.0012722681906426009 -0.00021767861790845868 -3.8027438053148632e-05 -0.0024769438967714402 0.0010334188780790883 -0.0021583005616411435 7.7895871056457644e-06 0.0024636103023355947 -2.6683609590308463e-05 -1.0090516619439136e-05
leaf_weight=0.0017063149847861272 0.0010248967515583676 0.0019806834434622491 0.87783482340942143 0.0014041083992952178 0.0021617677411995828 0.55717288933075693 0.51429205835884761 0.0014807538142900855 0.0010692117045891791 0.0013860727081199675 0.50764693341726896 0.5249332558767168 0.51053534959896751 0.52791877457455594 0.50247332283159096 0.52305994082279983 0.51136626818913278 0.50411448735090403 1.0141290811443706 6.0343824489782829 0.51469635935295066 2.0193886699154766 9.5450570597724838 0.51452429145115264 1.0167635064353824 0.5144340862077702 1.0004073446616528 0.52783323263611137 1.0036680871235146 13.110131118176961
leaf_count=592 392 178 538 219 4 36 37 287 20 86 80 111 53 360 84 62 117 22 28 262 134 57 178 47 23 74 5 72 15 460
internal_value=1.05914e-07 -6.72929e-07 8.847e-07 1.28839e-05 0.0417894 8.76395e-06 -4.09791e-06 0.0127245 0.0441969 -0.014428 -5.7381e-06 5.06964e-06 0.000783153 -1.51236e-05 5.70849e-05 0.00122521 -0.000139524 -0.00125143 7.62277e-06 0.00031271 0.000181462 -0.000117984 -5.29779e-05 -0.000676434 6.3113e-05 -1.52398e-05 -0.000727806 8.22114e-05 0.000831598 -5.52812e-05
internal_weight=42.889 42.8873 42.8862 42.0084 0.00414245 42.0043 41.4471 0.00534015 0.00247332 0.00286683 41.4418 40.9341 1.03547 39.8986 25.2451 1.02553 14.6535 1.03203 24.2196 7.06337 6.54908 17.1562 16.1421 2.53391 13.6082 12.5914 1.51484 11.0766 1.5315 13.6215
internal_count=4633 4041 3649 3111 182 2929 2893 612 239 373 2281 2201 164 2037 1078 146 959 382 932 433 396 499 471 104 367 344 79 265 87 577
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=16 16 9 20 18 9 3 17 17 18 7 17 17 10 19 8 19 20 22 22 21 22 20 21 9 15 14 23 7 21
split_gain=5.31814e-05 0.000351385 3.33167e-05 0.000123048 0.00017598 9.67294e-05 0.000748279 0.00972672 0.00626236 0.00908976 0.00713985 0.000266634 0.000172941 0.000109639 8.90498e-05 0.00019612 7.04064e-05 0.000145207 7.10233e-05 0.000675921 0.000120145 0.000189349 0.00020201 0.000163927 8.62304e-05 8.10948e-05 7.10386e-05 0.000133638 7.66912e-05 9.53021e-05
threshold=9.7049773055000017 11.949972055800002 204.68881850780005 39.656620114300004 14.243842826850001 201.65416293750005 83.17551763980002 204.73764675200002 195.44378352670003 13.405741979600002 24.384659815400003 202.63429796970004 192.19686994285004 62.116825104000007 14.551174033150001 8.543332867800002 14.551174033150001 41.32819714970001 -0.053874999999999999 -0.064729999999999996 3.0344668838000004 -0.040509999999999997 39.746231405950006 0.54612131245000006 188.90361612170003 29.712811603950005 207.09816488665004 0.086255000000000026 22.626138143200006 4.9790488931500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 16 -7 8 9 -8 -11 13 -12 -10 -5 -16 18 -18 19 26 23 -22 -23 25 -24 -20 27 -3 -29 -30
right_child=1 2 3 14 -6 6 7 -9 11 10 12 -13 -14 -15 15 -17 17 -19 20 -21 21 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.017686307182348118 -0.057738006859399386 0.0018534845831636748 8.0240694111033411e-05 0.00017278551868311524 -0.00218052079453428 0.00014581759262693721 -0.10032883097628567 0.00013929148905485935 -0.080374565734683615 0.062376078555261665 -0.10030833977366438 -0.06669822117366761 -0.056008471447191101 -0.098623578960358255 -0.00025187157746625312 0.0025259616253687145 -7.3309544489375502e-05 -0.0020054953595692428 0.00053741376471736543 0.0036909367194253462 -0.0021721705879128132 -0.0021095167300320423 0.0011915114679119639 0.0020845256890770973 -0.00015496290081774017 -0.0010120916627946459 -0.00012685506371822153 -0.00019264682147751097 0.0001283245600615399 0.0013134117880989101
leaf_weight=0.0017001022966515169 0.0010540404308291276 0.51780177983293096 1.0117175511759313 9.0745279213534626 0.52194271743322129 2.5092723071563259 0.0083316789429302984 0.50379780329208756 0.0045419018773884537 0.01332896514031745 0.00294869524805108 0.0047418133144674348 0.0012568558576049327 0.011965078601178902 0.50019716155406857 0.51671674011378954 1.559450024787622 0.51818804520290473 1.008652254401228 0.53135696472316141 0.51524275668123287 0.51576250697114456 0.51012230481750176 0.51431492999484252 7.0331276435344172 0.50780228224978419 8.5651596005695865 2.8691824344062193 2.0095459403562406 1.0245495745861402
leaf_count=592 407 410 54 632 226 68 26 18 22 20 59 24 8 48 13 44 67 89 109 58 27 63 247 70 115 28 899 90 46 54
internal_value=1.42301e-07 -5.5881e-07 8.6026e-07 0.000145396 -0.000689153 -5.28895e-05 -0.000586881 -0.00392414 -0.0473742 -0.0143304 0.0265325 -0.0875985 -0.087069 -0.0936024 0.000272228 0.00115961 5.05722e-06 -0.00055522 4.96183e-05 0.000185931 -0.000149838 -0.000313644 -0.000194821 0.000541777 -6.39058e-05 1.8544e-05 6.16562e-05 0.000313114 0.000178001 0.000528503
internal_weight=42.8883 42.8866 42.8855 11.6251 1.53366 31.2604 3.06019 0.550913 0.047115 0.0258662 0.0175345 0.0212488 0.00420555 0.016507 10.0914 1.01691 28.2003 2.07764 26.1226 15.5176 10.605 8.57426 8.05901 2.03077 7.54325 1.51645 14.9862 6.42108 5.90328 3.0341
internal_count=4633 4041 3634 969 280 2665 293 225 207 113 87 94 67 70 689 57 2372 156 2216 1557 659 452 425 207 362 137 1499 600 190 100
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=5 15 9 23 18 20 6 9 2 21 9 7 23 7 5 4 21 21 19 0 5 9 16 2 7 22 22 20 8 23
split_gain=4.41529e-05 0.000208183 0.000204227 3.38505e-05 0.000111229 5.33354e-05 0.000129286 3.52754e-05 0.000227659 0.000100372 6.94199e-05 0.000497254 6.67994e-05 0.000112489 6.68822e-05 0.000140333 8.03196e-05 5.40455e-05 5.27001e-05 9.93936e-05 6.24255e-05 0.000208416 0.000119311 0.000104345 5.82305e-05 0.0001073 4.97356e-05 0.000104435 6.88332e-05 9.08332e-05
threshold=10.36813655115 18.019770707250004 53.996381295800006 1.0000000180025095e-35 14.414681958350002 40.574766824850009 14.825346391850003 204.68881850780005 45.979371440700014 11.772995266200001 201.65416293750005 25.024903008400003 0.095830000000000012 23.623818563000004 24.082771358500001 286.34948838025008 6.7841715403000018 2.0043664108500008 14.551174033150001 86.780739992750014 22.665750084250003 195.74493321760002 22.674946976100003 156.09660346185004 23.209106085000005 -0.09280999999999999 -0.025719999999999996 40.679780036550007 8.0437227585500022 0.088565000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 8 -5 12 18 -12 13 -9 15 16 -15 -14 20 -20 22 23 26 -22 25 -25 28 -28 29 -10
right_child=2 -3 3 7 -6 -7 -8 9 10 -11 11 -13 17 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0085106928249732219 0.038493691957633934 -0.045213582004018149 -0.00025392195981416066 0.047134992540305898 -0.0016277912019436404 -0.00030167020379885038 0.001691712048155782 0.0016783256401432705 0.00029567770493811948 0.0015477117705547671 -0.0032129608333712444 0.00011621232973658585 -9.6797648327185328e-05 0.00019996718576870728 -0.00096657673992583341 0.0018134405444034868 -0.0011023790537401836 -0.0012802527271436595 -0.0015789912270579747 -2.7440097879684238e-05 0.0010904722292064521 0.0022864299125377337 -0.0015087918475198963 0.00027572463369675699 0.00021629991734028534 -0.0017812113156751915 -7.1943883926168275e-05 -0.0015971312483219356 0.00020575591665388562 -0.0016000886359491312
leaf_weight=0.0018872322391131117 0.0013782750816194725 0.0011674801572772119 1.005621143488912 0.0010233802529339133 0.51692042734298649 3.5143233719443252 0.51717513853779595 0.51061569770569626 0.50421894460197003 0.5140282730511182 0.54643546176757141 2.5070397828165238 1.5103666078331537 6.5341490261737478 0.50485331506582642 0.51639167197510705 0.51055480308225121 0.51830543881661251 0.56910997682775688 1.5040548062806918 0.87221775744207253 0.52644111466270249 0.51330861883616208 0.50168007792568781 1.503930554250642 0.51286419900281821 3.5163663389953963 0.51466055897752605 11.605538816904703 0.50674946359079742
leaf_count=709 97 328 32 21 170 498 221 55 201 109 207 71 90 229 52 241 86 130 100 23 119 60 21 29 22 61 111 78 328 134
internal_value=-1.1735e-07 -0.0120222 7.39078e-07 -4.98216e-07 -0.000230831 -8.74715e-05 0.000406858 3.37758e-05 -2.95494e-05 0.000183019 -3.13914e-05 -0.000479561 0.000116874 0.000238934 0.000147814 0.000222221 0.000105582 -0.000399159 2.77191e-05 -0.000453361 7.50366e-05 0.000435243 -7.1842e-06 0.000147827 -0.000178637 -0.000764081 3.91162e-05 -0.000266672 0.000136817 -0.000654578
internal_weight=42.8834 0.00305471 42.8803 42.8789 5.55404 5.03712 1.5228 37.3249 26.2056 11.1193 26.2046 3.05348 10.6052 8.57656 8.06595 7.5611 7.0447 2.02867 23.1511 2.07316 21.078 3.91713 17.1608 3.39069 2.51847 1.01454 16.6475 4.03103 12.6165 1.01097
internal_count=4633 1037 3596 3499 921 751 253 2578 1586 992 1565 278 883 663 608 556 315 220 1287 123 1164 291 873 231 112 90 852 189 663 335
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=16 22 20 9 8 20 20 7 16 8 22 16 3 22 17 17 16 23 5 20 22 22 12 20 20 15 23 23 6 10
split_gain=4.66245e-05 0.000354889 0.000141213 0.000126371 0.000704529 0.000397573 0.000148389 0.000154742 0.000193811 4.0221e-05 4.09094e-05 0.000146433 0.000272364 7.41082e-05 0.000542675 0.00177176 0.000165733 0.000106852 6.19929e-05 0.000225183 5.7616e-05 7.35956e-05 9.17514e-05 6.27626e-05 9.21129e-05 0.000166625 0.000184551 6.67275e-05 0.000190218 0.000142269
threshold=12.604970524100002 -0.13509999999999997 42.686561923500008 177.59430306730005 5.9453602998000008 43.895345911700005 49.292797572200008 21.350715310200005 18.924955745200005 8.8430989333000021 0.0041150000000000015 22.554947256700004 93.636308225400015 -0.022394999999999998 174.47088669260003 179.03071761140004 22.624947093000003 0.093325000000000033 24.225659292200003 42.720329370750001 -0.031989999999999998 -0.045684999999999996 238.25888830085003 42.206017975500011 43.477771593600004 37.050691080100002 -0.11595499999999999 0.10214000000000002 16.375382608200002 61.923256118600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 -7 10 13 -12 -13 14 -5 -16 -15 -18 20 -20 21 22 23 27 25 -25 -27 29 -29 -17
right_child=3 -3 -4 9 -6 6 -8 -9 -10 -11 11 12 -14 16 15 18 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.041507651977825084 -0.054343566856719962 -0.048443076626329087 -0.010767461118458841 0.062168128592313576 0.081056917135463341 -0.025979022002637256 -0.021369878662594995 0.046429597403240187 0.034448802154760184 -0.00086774305586339489 5.0559962089967354e-05 0.0029256580010057027 -0.00025708237582530447 -0.0021717870901987305 -0.075996346139555637 0.0018162776391699095 -0.0010021289417458984 0.0010508200302794669 -0.002224878388024887 0.00073642676243767732 0.00053796724843710269 -0.00048191675257696503 0.0013496017229571 -9.2713559316107025e-05 0.00089757144187710034 -0.00023151562474069129 -0.0029192440599033753 -0.0020435078697833837 -2.5897632567193524e-05 0.00012621343331210583
leaf_weight=0.0010364091829804401 0.0011385971829059585 0.0015008652823590889 0.0010306233991945121 0.0014036442244095273 0.0012629147400389229 0.0010662133208991786 0.0010539226833894966 0.0014560419279711079 0.0010568966119083034 0.52919026529730828 8.0513472311217793 0.52399466287953689 0.55223847024866757 0.52025421350676992 0.0030684041091743044 0.51450097228464109 0.50740904231838591 0.50670467176328771 0.5221764950231893 0.50524138994799195 2.01459834596153 3.0233334948366055 0.52385243321540897 2.517895144478302 0.51823304611593801 0.49939415042172186 0.52304549392010791 0.52307972591686791 4.3804752122450736 15.611339848842103
leaf_count=277 557 567 276 12 19 182 200 104 71 202 297 34 30 101 27 27 37 17 130 58 39 46 273 158 170 4 69 112 48 489
internal_value=-8.53706e-08 -0.011431 0.0154433 8.65765e-07 0.0134028 -0.00140073 0.0116102 0.0213216 0.0041023 -1.33324e-06 9.49475e-06 0.000197 0.00129253 -4.20307e-05 -9.15917e-06 -1.1914e-05 -0.000720763 2.36326e-05 -4.55381e-06 -0.000768632 2.1059e-05 -1.53075e-05 3.97731e-05 1.24231e-05 -0.000347612 -0.000529882 -0.00160647 8.1908e-05 -0.000241123 0.000180136
internal_weight=42.8834 0.0035679 0.00206703 42.8798 0.00703459 0.00577167 0.00463307 0.00357915 0.00212311 42.8728 42.3436 9.12758 1.07623 33.216 31.6816 31.6802 1.53437 1.01411 31.6772 1.02742 30.6497 28.6351 25.6118 25.088 4.05857 3.54033 1.02244 21.0294 4.90355 16.1258
internal_count=4633 1120 553 3513 1133 1114 557 357 253 2380 2178 361 64 1817 1662 1650 155 54 1623 188 1435 1396 1350 1077 401 231 73 676 160 516
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=5 5 17 20 0 17 19 19 18 17 18 21 21 22 21 22 5 5 10 7 18 8 12 23 18 2 6 5 10 6
split_gain=4.92558e-05 7.96063e-05 0.000143178 4.30185e-05 0.000145936 6.53563e-05 6.35098e-05 5.85426e-05 0.000166007 0.000220629 0.000349327 0.000111553 0.000217544 0.000607296 0.000146967 0.000108977 0.000102933 0.000110336 7.42338e-05 4.76152e-05 0.000151544 5.92469e-05 0.00014741 0.00489488 0.0062608 0.00326443 0.00167097 0.00142322 0.000535634 0.000333675
threshold=25.546339592900001 24.453399453300005 187.63270803470002 42.206017975500011 86.103248543850015 188.27285108100003 14.451165964200003 14.351157895250003 13.845746551550002 197.18249712500003 13.602243858600003 4.7516206878500009 12.717166023350002 -0.077679999999999985 2.5883591406000002 -0.066979999999999998 23.714185006400005 22.958759589950002 62.041548276350007 23.109894804950002 13.063922652800002 8.3434888241000014 171.52228777160002 0.11636500000000001 17.108018746400003 189.32640726775003 13.705320222600003 21.043187000650004 80.395651932950003 13.500315432750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 -6 -7 16 9 11 -11 14 13 -13 15 -9 17 19 -14 20 -1 22 -21 24 25 29 -27 -28 -26 -24
right_child=-2 2 -4 4 5 6 -8 8 -10 10 -12 12 18 -15 -16 -17 -18 -19 -20 21 -22 -23 23 -25 28 26 27 -29 -30 -31
leaf_value=-7.4953706457749395e-05 0.0009691552875057464 0.00031047581353144441 -0.0020676670820053817 -0.0017987919299038092 -0.001182989748947398 5.1866771949266968e-05 -0.0010948943097792393 -0.00042558660260970724 -0.0014768277847506928 -0.00012629264690478201 0.0035556315424010183 0.00025008551926253774 0.00042353478985862494 0.0041970233578162456 -0.0012976355811234867 0.0013676208472107678 -0.0014246180649575744 0.0014621598641583137 -0.00043619632782714235 -4.3657384359192977e-05 -0.0019582971808879877 0.00022311342782923763 -0.057354564901294917 0.00033547148208891951 0.086738454674482421 -0.10001256597897031 0.067881390232196387 -0.063478459536302961 0.0032769270560837928 -0.10025781486386809
leaf_weight=2.5151947217442956 0.5180057315760952 0.50240987277371196 0.51030131447595817 0.52387835132595384 0.5091833540576286 8.0560756593077336 0.51373895010771597 0.86455203445893858 0.51881892196007662 0.50795874731557045 0.52298486618883544 1.5209846818365784 2.0136369499791726 0.52418469939266499 1.0156538656469818 0.55740504063578045 0.51430991432772444 0.50866688707427954 2.0037064066837047 8.5638967652871756 0.51467455996385192 8.5557180811877416 0.0021247775904488916 0.50278102079547915 0.0031052888216578358 0.0013185820064719545 0.0028431856704491665 0.0011618417574865703 0.0010220236287511106 0.012345196035921394
leaf_count=63 623 71 81 232 553 819 53 27 105 14 54 43 34 54 28 24 35 38 17 548 97 251 87 65 36 90 45 63 338 45
internal_value=-6.52132e-08 -1.19162e-05 -0.000887861 9.53577e-06 -0.000175922 -8.22785e-05 -1.68787e-05 6.56296e-05 0.000265161 0.000359986 0.0017415 0.000192427 0.00042214 0.0012617 -0.000378884 0.000277348 -2.67827e-05 7.15285e-06 -5.26818e-06 -2.86426e-05 -0.000394871 3.42388e-05 -0.000143523 -0.00176728 -0.0459639 -0.0693253 -0.00237194 0.0297744 0.0660713 -0.0939579
internal_weight=42.8826 42.3646 1.01271 41.3519 9.60288 9.079 8.56981 31.749 10.0499 9.53107 1.03094 8.50012 6.06251 2.04517 2.43761 1.42196 21.6992 21.1849 4.01734 20.6762 3.02987 17.6463 9.0906 0.526702 0.0239209 0.0197936 0.00532361 0.00400503 0.00412731 0.01447
internal_count=4633 4010 152 3858 1657 1425 872 2201 400 295 68 227 148 97 79 51 1801 1766 51 1728 160 1568 1317 769 704 330 198 108 374 132
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=20 15 21 4 8 14 8 5 22 22 17 21 23 21 18 7 9 16 6 18 21 2 5 22 18 21 20 17 23 20
split_gain=4.79637e-05 0.000606552 0.000564166 8.67889e-05 3.64262e-05 7.80734e-05 3.74332e-05 9.5624e-05 2.90353e-05 2.95464e-05 0.000177809 0.00040723 0.000214963 8.72679e-05 3.8898e-05 6.11268e-05 0.000170217 8.44738e-05 5.91643e-05 7.93187e-05 4.51166e-05 0.000116501 0.000104735 0.000152581 0.000328573 8.45156e-05 0.000181594 0.000252512 7.14301e-05 6.95123e-05
threshold=34.515670600900002 36.136500007950012 0.54612131245000006 171.12466686440004 8.8430989333000021 144.12207640715005 8.7431769115000026 21.990725385850002 0.27394500000000005 0.12616000000000002 174.47088669260003 0.15802222800000001 -0.144095 0.37234627945000004 12.880535946600002 22.721067571950005 191.96565807215003 22.664946999500003 16.395383075500003 12.947178517500001 4.4906890396500012 176.47634813035003 22.053438739150003 -0.097799999999999984 13.934548574650002 5.1836832807500004 40.986363433950011 200.85989963400002 0.091885000000000022 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 8 -8 9 10 11 -7 -13 -11 -12 16 18 20 -16 -20 21 22 23 28 -25 26 -22 -28 -17 -26
right_child=4 -3 -4 -5 -6 6 7 -9 -10 13 14 12 -14 -15 15 17 -18 -19 19 -21 25 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=-0.0051880851740210704 -0.01930370657105851 0.065538659112060485 -0.072190612440248297 0.03420520109613754 -0.00082585584390195148 0.076141936101796454 0.0011339160637012901 -0.00012209665767635018 -0.00076453255055392792 -0.00010644794366847205 -0.00068712472681945868 0.027162712100575109 -0.02726054094261986 0.0014714224929372091 -0.0008873634380404087 8.7895562916796494e-05 0.0020514085807021103 -0.0013129288446098388 4.4766386470383973e-05 0.001403270493056471 3.3922984010000589e-05 -0.0016772119418050778 0.0012564008965207901 -0.0029779406634602348 0.00079383949606508198 -3.9907567828198235e-05 0.0031661038425947483 1.8587561592949431e-05 0.0013685100066919741 -0.00045702078557115943
leaf_weight=0.0010613263515329811 0.0020931203426276515 0.0013910439629398752 0.0010875705757102073 0.0011822621038189915 0.52912019065875782 0.0010055978931650701 1.0148939651471658 1.5050328880993502 0.50842058793109046 1.0501308509972807 0.86404008144856348 0.0015936075317980331 0.0013327086798043493 0.52613664714818043 0.50907972221732611 3.0070649780397223 0.51780657216397674 0.52412740264682511 2.5041716108197964 0.51883411846725636 2.50561788582977 0.51864200525307502 0.50971253922819038 0.51665267295903294 0.50811062969143028 19.666458436282991 0.51781276850424873 0.50197897574152772 0.50933002957411311 3.5357783438309949
leaf_count=40 32 17 59 252 200 116 31 37 150 47 88 215 423 149 185 176 43 86 19 165 42 451 22 77 30 1175 39 29 79 159
internal_value=-1.64541e-07 0.0100775 -0.0130823 0.0155703 -1.27448e-06 9.02883e-06 9.98349e-06 0.000383759 -1.36679e-05 -3.9578e-06 -2.16748e-05 0.0212427 0.00237717 0.000420224 -2.38905e-05 -8.34822e-06 0.000358198 -5.35771e-05 0.000109971 0.000277924 -3.314e-05 -0.000221768 -0.000133858 -0.000221593 -0.000603246 4.09168e-05 0.000491795 0.00161678 0.000273385 -0.000299851
internal_weight=42.8797 0.0047222 0.00333116 0.00224359 42.875 42.3459 42.3438 2.51993 39.8238 39.3154 37.7392 0.00393191 0.00292632 1.57627 37.7352 36.8712 4.04989 32.8213 3.53209 3.02301 32.2972 9.10529 8.58665 8.07694 4.56054 23.1919 3.52541 1.01979 3.5164 4.04389
internal_count=4633 368 351 292 4265 4065 4033 68 3965 3815 3619 754 638 196 2865 2777 412 2365 369 184 2279 994 543 521 266 1285 110 68 255 189
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=16 20 15 2 9 9 15 23 20 20 4 5 14 5 17 19 18 5 5 22 21 0 23 5 5 16 2 21 10 5
split_gain=4.30699e-05 4.03101e-05 0.000513722 0.000495339 0.000140694 0.00180925 0.000630268 0.000239728 0.000285054 0.000237635 0.000199625 3.35799e-05 7.88845e-05 6.09843e-05 0.000119616 3.90686e-05 0.000168486 0.000261867 0.000120946 0.000318221 0.000668425 0.000109786 8.73649e-05 0.000305586 8.54539e-05 6.5065e-05 6.28389e-05 6.23564e-05 5.47887e-05 5.82486e-05
threshold=9.7049773055000017 34.515670600900002 36.136500007950012 72.043920985000014 177.59430306730005 179.11733629770001 32.355961258350007 -0.17949499999999999 44.461493122800007 47.309807198350008 256.08338064055005 25.546339592900001 129.42733769190002 24.458659404000002 187.63270803470002 14.351157895250003 13.876389391100002 20.452758643300005 21.482549112100006 -0.066979999999999998 14.550451234850001 86.393602021950016 0.098085000000000019 22.382820633700003 23.967536448650005 22.594947163200004 114.84516036250001 14.202008575100001 61.917879202350001 20.872540794500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -3 -9 -11 12 -7 15 -15 27 17 -17 21 22 -21 -19 23 -20 -24 26 -23 28 -14 -30
right_child=1 4 -4 -5 5 11 -8 9 -10 10 -12 -13 13 14 -16 16 -18 18 19 20 -22 25 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.016049001511292644 0.030037560147005007 0.06491245563691056 0.061637967657688641 -0.048125390012101102 -0.10003666832279079 -0.026909039724319024 0.075903773442542857 -0.04657115427571238 -0.0031783277194254245 0.033768971975085056 -0.025374408568178766 0.00080240463428657991 0.00055140347357005915 0.00032055893293547998 -0.0018527139104291487 0.0024249803779966585 -0.0015971820943572813 -0.00094471386250445015 0.0026855464226463485 0.0042508852891074249 -0.00068316136231401749 0.0015353029430673613 -0.00084668564447758644 -2.8485841013518042e-05 0.00024546335038874836 -0.00020037575626803973 -4.2730244938169084e-05 -0.0011421255981135655 1.651845102936586e-05 -0.00032645807607166119
leaf_weight=0.0016720691233719212 0.0015068846497612474 0.00102281179308953 0.0013342389920580899 0.0017551064359314465 0.0018080005359014653 0.0010901802879733627 0.0013378911008956607 0.0014983561234658471 0.0015413359680604977 0.0011603285708579048 0.001123054019301073 0.51532448836719069 1.5098541065426641 0.50213282560782946 0.51096906247295948 0.52142105679376705 0.52494134844951723 1.5187649550753102 0.52237270969271632 0.5927560355507937 0.51148814652742658 0.50745590406586438 1.3690061075514066 2.0157328463757267 1.5029199267955846 2.5049760678521125 0.50195741839706898 0.51773674062919894 20.14723105545518 6.5653420407483791
leaf_count=592 22 166 17 240 15 16 15 584 117 74 233 138 22 16 78 58 166 47 31 85 29 71 37 83 10 24 4 107 1278 258
internal_value=-1.26442e-07 -7.523e-07 0.0093637 -0.0120178 -1.75622e-06 -4.18161e-06 0.0135287 0.000378269 0.0239824 -0.0156261 0.00468002 3.78037e-08 -9.72601e-06 -9.03351e-06 -0.000775555 9.75405e-06 0.000156622 0.000232905 0.000133922 0.000418395 0.00196542 -0.000234264 0.00010263 0.000530095 -0.000275148 7.27618e-05 0.000750584 -5.46027e-05 -3.46522e-05 -6.77774e-05
internal_weight=42.8792 42.8776 0.00459623 0.00326199 42.873 42.8653 0.00768378 0.00634589 0.00256415 0.00378174 0.00228338 42.8635 42.3481 42.3471 1.0131 41.334 12.5938 12.0689 11.5474 6.51428 1.10424 5.03315 5.41003 2.53811 2.87193 3.51439 1.00941 28.7402 28.2224 26.7126
internal_count=4633 4041 279 262 3762 2573 1189 1174 283 891 307 2558 2420 2404 94 2310 645 479 421 275 114 146 161 114 47 99 75 1665 1558 1536
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=16 4 9 19 20 12 15 3 6 13 18 6 23 23 23 23 2 15 5 3 6 22 20 9 9 17 6 15 5 21
split_gain=5.33408e-05 5.78478e-05 0.000211756 4.1225e-05 6.81396e-05 3.17322e-05 0.000155908 5.60656e-05 0.00173136 0.00333174 0.00272909 0.000683346 0.000628481 0.000566654 0.00055042 0.000598799 0.000448779 4.12194e-05 0.000154588 0.000299852 8.20604e-05 0.000331738 0.000237833 8.4223e-05 0.00025751 0.000161071 8.21159e-05 0.000174168 9.33498e-05 8.79444e-05
threshold=22.794946695500006 143.58239362595003 198.14098854835004 14.651182102100002 42.783136484500005 270.40131768760006 45.793006327050001 93.292185584700022 16.495385412050002 117.51519334005 14.1090729785 15.975373262050001 0.090465000000000031 0.083905000000000021 0.079470000000000027 0.076835000000000028 325.13486840910008 41.54912092575001 23.714185006400005 93.216908757050007 16.455384477450004 -0.0309 39.571921479100006 190.36745536595001 199.17419511990002 187.63270803470002 16.265380038000004 35.929665612950011 20.769304081650002 4.9210127084000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 17 8 9 10 -7 12 13 14 15 16 -12 20 19 -19 26 22 -22 25 -25 -24 28 -28 -3 -29
right_child=-2 3 -4 4 -6 7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.012821228276494285 -0.0009738669720119322 -6.7328398911295724e-06 0.038400123164520343 0.001449709253107896 -0.00018676319729033628 -0.10005188413242259 -0.0017419827028384589 6.816836512956733e-06 9.8714724472863635e-05 0.079905888697987371 0.026375203910540886 0.058453137550453428 -0.068276644136015086 0.066155710290957098 -0.057470551741759052 0.077383676670082183 -0.058458959216604059 0.0002088705991962627 -0.00025931575808810074 0.0029707489515739035 0.0019436101727439968 -0.0027538773819651653 -0.00069118510752597259 -0.001551798894654996 -8.273545369739965e-05 0.0018207993023359955 0.0021173126718480495 -0.0006281187136904134 -0.0013565017271599217 0.00040124479455317839
leaf_weight=0.0015769804468054307 0.55525237562858265 19.149023416421731 0.0016532698152786907 0.51446238681563616 0.50341030465796166 0.0023242992085419989 0.51954500674415882 1.0071431484514684 0.50177440184143052 0.0080578840106682037 0.0014860706256775722 0.0031646100433135871 0.0010591931530252695 0.0016173181343556685 0.0013157678812951296 0.0011600074006873889 0.0010744220460725965 1.5109420472442701 2.3731710692995875 0.53132995788791948 0.51269028277322881 0.51670674234554859 0.50802511992327637 1.5231210597485185 5.5085412123868096 0.51303867689421168 0.52571810278818176 1.0157932341899139 0.52647016208763631 4.5374635001135175
leaf_count=27 110 1997 19 47 8 45 148 139 13 34 159 22 106 72 85 181 92 34 42 59 164 182 158 35 78 29 80 97 286 85
internal_value=-1.0137e-07 1.26739e-05 0.0133943 1.16525e-05 0.000640357 -3.84182e-06 -2.10348e-05 0.000443028 0.00128299 0.0292345 -0.00169364 0.0193237 0.00326863 0.014658 -0.00187966 0.0177803 -0.00922251 1.74393e-06 0.000289583 0.000927418 -3.47389e-05 -0.000293192 -0.000144752 -0.000277711 -0.000400948 0.000570974 5.64026e-05 0.000377647 -4.28495e-05 0.000212955
internal_weight=42.8781 42.3229 0.00323025 42.3196 1.01787 41.3018 39.7716 1.53018 0.523034 0.0212596 0.0132017 0.0108774 0.00771278 0.00665359 0.00503627 0.0037205 0.00256049 39.252 4.41544 2.04227 34.8366 9.08212 8.56542 8.05273 7.03166 1.02106 25.7545 6.07897 19.6755 5.55326
internal_count=4633 4523 46 4477 55 4422 3474 948 809 796 762 717 695 589 517 432 251 3326 135 93 3191 646 464 300 113 187 2545 262 2283 182
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=16 23 9 9 23 20 23 19 14 4 5 22 16 19 20 21 17 5 9 23 16 9 6 9 12 21 18 18 13 17
split_gain=4.73827e-05 0.000290584 9.12382e-05 0.00163299 0.000555483 0.000340988 0.000144248 0.000111173 5.93681e-05 0.000125812 0.000192955 0.000477891 3.7352e-05 3.81929e-05 0.000182332 0.000200684 0.000121822 0.000607017 0.000126057 0.000246068 8.40626e-05 0.000133977 7.77734e-05 5.0377e-05 0.000107508 0.000268723 7.56507e-05 0.000135834 9.99196e-05 7.12847e-05
threshold=12.604970524100002 0.075320000000000012 179.11733629770001 177.59430306730005 0.099855000000000027 43.895345911700005 1.0000000180025095e-35 12.250988447150002 129.42733769190002 143.58239362595003 13.039146929800001 0.059500000000000011 22.834946602000002 14.351157895250003 38.804629908750009 3.8092755532000004 191.06791329340004 22.458857822500004 204.89606367675003 0.085855000000000029 22.574947209950004 191.96565807215003 16.515385879350003 195.13041324455003 111.22210529245002 10.899813468900001 13.037923179150001 13.220529463200002 117.64961624655002 187.32964365115004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -8 -4 -10 11 -11 13 23 -15 -16 17 -17 20 -20 21 -18 -22 24 -12 -26 -25 -28 -29 -27
right_child=2 -3 8 -5 -6 6 7 -9 9 10 12 -13 -14 14 15 16 18 -19 19 -21 22 -23 -24 26 25 29 27 28 -30 -31
leaf_value=0.013017328337153839 -0.047447319561670587 -0.04575747866457696 -0.020189887218808343 -0.10003314984924182 0.079416925302585109 -0.0084279407391379593 0.0048280081884139788 0.047106716831210045 0.023019670718484715 -0.0094882983618692334 -1.6460152462173581e-05 0.078600630233701757 -0.00081677136362323958 0.0015456887332876666 -0.0018309607577902721 0.0037513935731161839 0.00011879078214943392 -4.3100891741095764e-05 -0.00011609132964880205 0.0025614941765162258 8.1126303542294648e-05 -0.0021742361683299042 -0.00087229409003379468 0.0012359126963918587 -0.002792667743446455 7.2639189116830547e-05 -0.0016177139037603589 -1.124834218206627e-05 0.0010092334472398482 -0.0012987593874123691
leaf_weight=0.0019988757198086621 0.0012268843674596566 0.0014523832511595444 0.0014559430674115905 0.0016356163687305525 0.0010189086508787812 0.0019321135365272246 0.0011385358376143628 0.0013707460277915806 0.0023748557068746781 0.0014611193516945722 5.5070444229686988 0.0010645955899803994 0.55173008371902099 0.87757939703987986 0.54019390363388708 0.53341653285315205 0.50328582480807937 2.0110597110940098 1.0043269431079123 0.52139966199388244 5.5444354232856483 0.5161066083382515 1.0117026626495542 0.50676308636551937 0.53560248538940092 1.506734027881848 0.50681219231717278 19.164486896309985 1.0100592317321559 0.50641788153887279
leaf_count=360 551 760 21 14 29 201 182 170 33 89 75 17 75 59 248 69 15 59 49 40 122 43 29 42 122 33 24 1040 14 48
internal_value=-4.31436e-08 -0.0117167 9.00024e-07 -0.0104682 0.0114384 -0.000781173 0.0121098 0.0279236 2.93272e-06 3.6186e-06 2.34334e-06 0.0276414 7.14556e-07 1.13754e-05 0.000153533 5.3276e-05 0.000140677 0.000752366 -3.03349e-05 0.000798943 -0.000197353 -0.00104214 -6.59996e-05 -5.21277e-05 -0.000264986 -0.000801971 2.88017e-05 -7.76558e-07 3.98431e-05 -0.000272343
internal_weight=42.8773 0.00345126 42.8738 0.0083228 0.00668719 0.00566828 0.0044414 0.00250928 42.8655 42.8641 42.8617 0.00252571 42.8592 42.3074 13.0635 12.1859 11.6457 2.54448 9.10126 1.52573 7.57553 1.01939 6.55614 29.2439 8.0558 2.54875 21.1881 20.6814 20.1745 2.01315
internal_count=4633 1120 3513 1147 1133 1104 553 352 2366 2345 2312 106 2206 2131 733 674 426 128 298 89 209 58 151 1398 278 203 1120 1078 1054 81
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=3 9 4 19 7 20 21 17 18 18 10 23 7 7 3 3 6 5 15 12 5 20 0 23 20 10 12 20 7 17
split_gain=4.61944e-05 9.78171e-05 9.37708e-05 6.04598e-05 0.000257101 0.00016587 9.29884e-05 0.000256018 8.20653e-05 0.000151721 9.62032e-05 0.000189011 7.58263e-05 5.92565e-05 0.000255917 4.48431e-05 8.80359e-05 3.72529e-05 0.000123732 0.000254311 9.57367e-05 8.91878e-05 5.73763e-05 4.21551e-05 3.86288e-05 3.65721e-05 5.64282e-05 5.27129e-05 5.04129e-05 3.29905e-05
threshold=93.883646373400012 186.16747084260001 143.58239362595003 14.351157895250003 22.812602664350003 40.040404835300002 4.7516206878500009 199.89028782265004 13.360173059150002 13.204116077450001 62.057679025150001 0.11458500000000002 23.543468673550006 23.164713644150002 93.394346993650018 93.292185584700022 16.455384477450004 17.352342178450005 31.264641197600003 103.28033049195001 17.640922824350003 39.571921479100006 96.631250582750013 -0.083149999999999988 40.518963363600001 62.111448187750007 201.10642606785004 42.670715716450012 23.989000783400005 183.58889821140002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 13 -5 -6 7 -7 9 -8 12 -12 -10 14 15 16 29 22 19 20 -19 -20 -15 -24 -23 -26 28 -28 -27 -4
right_child=1 -3 3 4 5 6 8 -9 10 -11 11 -13 -14 17 -16 -17 -18 18 21 -21 -22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=0.01769456991093667 -7.2748526832776909e-05 -0.0015699855866686476 -0.00073132569043909826 0.0023385150714713954 0.0018463448829140702 -0.0024225568122961728 -0.00015592800858417826 0.0007220502366561618 -0.00018138469991726275 0.0012591598022487428 -0.0023076261502792384 3.2491168020224752e-05 0.00061146974510817992 -0.0011740339751573022 -0.0024730288222677955 0.00046277390089186261 -0.001506413208263638 0.001280766913144308 -0.0012919667413219958 0.002690527870348998 -0.00040386291357124372 0.00044406267070001989 -0.00097364968485708775 -3.8619951195762588e-05 -0.00026966286325185693 -0.00065005563382113487 0.0015149190709527205 7.3483674767202468e-05 0.00014115505624209181 0.00020261025751644644
leaf_weight=0.0030033426119321352 1.8648279207814948 0.56963734757970552 0.50456385229260692 0.54406326207019517 0.5255981085865632 0.52562306430445349 1.5101749311615988 0.51021858619752081 3.009291529377947 1.5205266944358298 0.52481202192683429 1.0082400614871856 2.0132059029938318 0.51303235091292343 0.52286189220038171 1.0043534057822401 0.50616078397820263 0.50772279657229469 0.52127122518384439 0.53933456491770226 1.0052475972092905 2.0114288062950569 0.50932525294045028 9.0431533473692713 4.019813110119685 1.007904765428975 0.51135035690788455 0.5035233494921556 4.0061565032951876 1.5105894130425153
leaf_count=28 705 279 189 142 68 97 20 92 26 25 73 17 28 158 57 7 15 14 129 178 54 49 269 1416 47 32 89 35 97 198
internal_value=-2.71659e-08 -0.000423085 2.54391e-05 2.41268e-05 0.000215858 0.000112262 2.64565e-05 -0.000873636 0.000123716 0.000554033 -7.52242e-05 -0.000768605 0.000136421 -5.38504e-05 -0.000408467 -0.000102289 -0.00032738 4.27585e-06 0.00010613 0.000826089 0.000161465 -1.1311e-05 -0.000143805 -8.84745e-05 4.40422e-05 -3.60288e-05 0.000119748 0.00079976 -1.78907e-05 -3.12332e-05
internal_weight=42.877 2.43447 40.4426 40.4395 11.6918 11.1477 10.6221 1.03584 9.58625 3.0307 6.55555 1.53305 5.0225 28.7478 4.04853 3.52567 2.52131 24.6993 14.6338 2.0523 1.51297 12.5814 10.0655 9.55248 12.0602 10.0487 6.02893 1.01487 5.01406 2.01515
internal_count=4633 984 3649 3621 588 446 378 189 189 45 144 90 54 3033 466 409 402 2567 724 246 68 478 1843 1685 349 300 253 124 129 387
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=16 8 4 15 22 23 17 17 21 4 20 22 19 22 10 23 23 22 4 4 12 22 22 6 12 12 9 13 17 3
split_gain=4.40899e-05 4.06282e-05 4.79446e-05 0.000193309 4.2399e-05 0.000114463 0.000377878 0.00204165 0.000363047 0.000240021 9.47347e-05 7.93924e-05 0.000270871 0.000174431 0.000492871 7.70904e-05 0.000276582 0.000178471 8.11214e-05 0.000181315 6.92343e-05 6.31768e-05 0.000232205 0.000423658 8.47646e-05 0.000174714 6.6016e-05 0.000106179 0.000139546 5.98949e-05
threshold=9.7049773055000017 8.8430989333000021 141.79569928155004 15.508466602900002 -0.036264999999999999 -0.51222499999999993 179.03071761140004 174.72950843050003 0.15802222800000001 259.68081077110008 43.477771593600004 -0.051199999999999996 12.651020723000002 -0.064729999999999996 70.182199495350019 0.096480000000000024 0.10214000000000002 0.0027500000000000003 193.23397520390003 257.19770387215004 102.11013250220002 -0.085550000000000001 -0.08158 16.495385412050002 238.25888830085003 224.02444024760004 206.57490536735003 117.48293184245001 196.21449749970003 93.883646373400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7 -10 11 13 -13 21 -15 17 -17 -6 -18 -20 -19 24 23 -23 25 29 27 28 -24 -8
right_child=1 -3 3 4 15 6 10 -9 9 -11 -12 12 -14 14 -16 16 18 20 19 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01625396159396366 0.01922691073786718 -0.00087150844980147786 -0.036066983249170258 0.030634579836431333 -0.0018244768300296242 0.068242856328252305 8.8829053010258617e-05 -0.093186051597069774 -0.029823571067856727 0.035487914766580149 0.0012790032733810248 0.00024148823482619309 -0.0015270940764917119 0.0034724337046302227 -0.0002866899425994157 0.0026322695514388911 -0.00057476959964604315 0.0011966696574137094 0.0015689429067787986 5.7891184411530837e-05 -1.1972877695965247e-05 -0.0037016173181332913 0.002074150118327078 0.0003500859623696347 0.0012891055557752683 -0.0018336914532850177 -0.0011937836078474413 -0.00019989072271210551 -0.00026276496614370239 -0.0010180623976790649
leaf_weight=0.0016687964238347721 0.0012982848617174572 0.52908310652132584 0.0014851989198579876 0.0012149922585383824 0.53157123359147274 0.0012320952904286446 14.084465392999514 0.0025454340483948013 0.0012013945548148518 0.0010584202107635221 0.5232005674642356 2.0043996367021388 1.5247419065392476 0.53345773446198919 1.0075407096181832 0.5172025880363379 1.0547036354159898 0.51105163350063243 1.025329236937649 3.5212499184196977 6.5269574524740301 0.52651625776947397 0.51784837300534647 0.50617036584912967 0.5169461362768687 0.50935693241926649 0.50785543218582763 4.8747009332755056 0.50442403966417149 0.50643253897939366
leaf_count=592 26 204 321 64 176 114 536 120 222 98 432 10 42 64 46 57 35 60 36 106 485 107 116 27 261 37 68 92 29 50
internal_value=-1.40586e-09 -6.34045e-07 1.02469e-05 9.65769e-06 1.09231e-05 -5.82367e-05 -5.95382e-05 -0.0250749 0.0245748 0.000766103 -5.42664e-05 -7.90689e-05 -0.000522616 -1.54261e-05 0.00101463 0.000155706 0.000419669 -5.76552e-05 0.000215365 0.000398658 7.57904e-05 -8.42761e-05 -0.000324152 -0.00171568 2.99621e-05 -1.31437e-05 -9.97883e-05 -5.57187e-06 0.000921037 5.04102e-05
internal_weight=42.8769 42.8752 42.3462 42.3449 42.3434 28.6553 28.6541 0.00603734 0.00349191 0.00225981 28.6481 28.1249 3.52914 24.5957 1.541 13.6881 6.11849 7.56958 5.60128 4.54658 7.03801 23.0547 7.43752 1.03269 15.6172 15.1003 6.40483 5.89697 1.02227 14.5909
internal_count=4633 4041 3837 3811 3490 2535 2471 554 434 320 1917 1485 52 1433 110 955 234 721 177 142 545 1323 439 134 884 623 305 237 145 586
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=16 10 22 9 9 8 20 20 7 16 14 4 5 2 8 20 23 19 5 3 7 20 6 2 20 9 6 8 15 5
split_gain=4.25632e-05 0.000279989 0.000141094 8.19456e-05 0.00147125 0.000516157 0.000301289 0.000133998 0.000128092 0.000138456 5.58831e-05 8.72606e-05 0.000168669 0.000380027 3.55835e-05 5.52569e-05 0.000654978 4.83807e-05 0.000101194 8.0719e-05 0.000237177 0.00012708 6.00396e-05 0.000151595 0.000115093 0.000285564 8.08079e-05 7.42079e-05 7.30905e-05 0.000188833
threshold=12.604970524100002 82.299080289250014 -0.156745 179.11733629770001 177.59430306730005 5.9453602998000008 43.895345911700005 49.292797572200008 21.350715310200005 18.924955745200005 129.42733769190002 143.58239362595003 13.039146929800001 172.27786944220003 8.8430989333000021 34.515670600900002 0.098510000000000028 14.351157895250003 20.201591378100002 93.883646373400012 22.812602664350003 38.751720283100006 16.465384711100004 112.39935172340002 41.529896397300007 205.73475031020004 16.435384010100005 8.4434108459500017 40.856592954650004 23.714185006400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 9 -8 -5 -12 13 -13 15 16 -14 -17 -19 20 -20 -21 23 -22 27 -26 28 -24 -25 -30
right_child=3 2 -4 10 -6 -7 7 -9 -10 -11 11 12 14 -15 -16 17 -18 18 19 21 22 -23 24 26 25 -27 -28 -29 29 -31
leaf_value=-0.053390717421513315 -0.050237184320825669 0.03259690151762977 -0.016675336359254778 -0.019597298596506774 -0.10003007556544703 0.074781742972034951 -0.02280726346283583 -0.021895214690850595 0.042480149226417435 0.029431037608567467 0.01930116522503925 0.067708357893016699 0.051693893890850218 -0.011027218228333177 -0.00081540457498488386 -6.3579259938679951e-05 -0.030117225735140814 0.0015299205601587247 0.0022829749717555975 6.626080987702251e-06 0.0019914657794961993 -0.0018261115931042895 0.00055105746617685892 -0.00044294483623013247 -0.002720639446416952 0.00062297115033938194 0.00096427963628216158 -0.00026317668832775759 0.0020253159308193584 -0.00032278093129336566
leaf_weight=0.0010750081816028904 0.001046476060686391 0.0011797282619562563 0.0011454681669044943 0.0014546205202340392 0.0014832029846729711 0.0010427527685124005 0.0010268114642202342 0.0010477273602476356 0.0013815039715181499 0.0010029960953537032 0.0023430566882315365 0.0011625169463477239 0.0020112277427192229 0.0012968902751095968 0.52744168342037667 28.731757457445198 0.0019059720929135437 0.52259141731545256 0.52781088812125077 1.4016272523149371 0.51195472944527676 0.51821649032850547 2.0213461959938286 2.0202845431240353 0.51888198361334026 0.50308385768266817 1.0133327267831189 2.5082445904845372 0.51827151227143975 1.0097716082377699
leaf_count=251 557 281 588 21 14 19 182 200 104 71 33 34 35 72 165 1281 27 80 88 11 70 159 38 56 36 16 13 23 67 41
internal_value=4.67366e-09 -0.0111879 0.00832378 8.91974e-07 -0.0100992 0.0102704 -0.0019481 0.0093847 0.0189918 0.00300544 2.7844e-06 3.44955e-06 2.39462e-06 0.0261897 8.91879e-07 1.10629e-05 0.0118875 9.96375e-06 0.000165385 0.000110837 0.000213933 -0.000488078 0.000111152 0.000359809 -0.000116097 -0.00107468 0.000176688 0.000100178 -4.82329e-05 0.000473631
internal_weight=42.8762 0.0034002 0.0023252 42.8728 0.00803147 0.00654827 0.00550551 0.00445904 0.00341131 0.00202981 42.8648 42.8633 42.861 0.00245941 42.8585 42.3311 0.0039172 42.3272 13.5954 13.0728 11.153 1.91984 10.6252 5.07362 5.55156 1.02197 4.56166 4.52959 3.54833 1.52804
internal_count=4633 1120 869 3513 1147 1133 1114 557 357 253 2366 2345 2312 106 2206 2041 62 1979 698 618 448 170 360 247 113 52 177 61 164 108
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=5 22 18 17 7 7 6 17 17 3 9 7 7 6 5 17 16 22 15 19 3 23 10 21 20 20 20 23 22 17
split_gain=4.17709e-05 7.87874e-05 2.8801e-05 0.000266092 0.00095415 0.000826284 0.000537148 0.000390931 0.000313156 0.000206859 0.00781602 0.00293726 0.0028638 0.000749743 0.000276679 0.000109654 0.000150723 0.000138726 0.000125568 0.000121403 0.000312815 9.74307e-05 0.000140407 0.000128637 7.36088e-05 9.23764e-05 9.00751e-05 5.90182e-05 0.000196251 0.000207493
threshold=7.9916986750000012 -0.14008999999999996 13.988302431200003 179.03071761140004 21.698399695800003 20.714163848350005 15.400359826950002 171.58888147770003 167.73286393055002 86.26455603170001 205.22231928645002 24.142338514450003 24.385896469550001 16.395383075500003 20.315138807500002 199.89028782265004 22.544947280100004 0.063030000000000017 32.99104187950001 14.551174033150001 92.738363209800013 0.10787500000000003 70.182199495350019 6.9984086918000008 38.238138001450004 38.396531328800009 38.804629908750009 0.090465000000000031 -0.053874999999999999 186.96143535655003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 8 -2 21 11 13 -13 14 -11 17 -17 18 -5 27 -21 22 -4 24 -24 -26 -27 28 -20 -30
right_child=2 -3 9 15 6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0054154502493653205 0.020574290153228026 -0.034227456135282379 0.001622968441094493 0.0015239679119667879 0.018311716430989177 -0.085415231964827643 0.091059465778231916 0.057067652199625875 -0.047194642919818681 -0.10018390450794251 0.0006698178582598619 0.051102682814442427 -0.07838404214891613 -0.043843501137379316 -0.071898596460077499 -0.00015627728535321355 0.0022671307186975264 0.0015614003976321276 -2.8084443728447599e-05 0.00012540866454263151 -0.0028850209236053019 -0.0013925635032524051 -0.0011657859204966205 -0.0015934076115834825 0.0013798455108337167 -0.0013022601827346494 5.7078121896536164e-05 0.00014408681926693511 -4.3479845050858114e-05 -0.002902453916370654
leaf_weight=0.0010013394469685706 0.0014725050350505899 0.0010039926591175392 0.52026920286037359 0.51811327776425287 0.0021128844597662066 0.0011702825691693418 0.0019532771979591246 0.0012287633594312286 0.0012699238262246504 0.0076087197477977542 0.52561429985871655 0.004325739647356385 0.0028224673269505729 0.0055397508097883011 0.0063396705954319454 0.50682341445992907 0.51991033070261494 0.56923111002662707 9.0591629589382929 1.0010225314763381 0.52682621922977713 0.51288487887370848 0.51292835243777624 0.51999509775117125 0.50624255065574608 0.5080471638433427 12.036926541368659 13.47817103026931 0.50034162230954737 0.51529196641720887
leaf_count=435 282 370 105 146 30 156 14 163 133 32 154 25 39 19 37 19 42 99 320 5 124 181 217 424 11 32 692 274 7 46
internal_value=9.65243e-09 -0.0144322 6.84693e-07 6.28889e-05 0.0170597 -0.0115677 0.0532578 0.0101946 -0.0108072 -0.000107309 -0.00200829 -0.0548554 -2.51107e-05 -0.074967 -0.087328 5.71341e-05 0.00107087 1.73592e-05 -1.69749e-05 -4.88074e-05 -0.000912635 -3.7864e-05 9.71102e-06 -4.98828e-05 9.28974e-06 5.54716e-05 2.02755e-06 7.22793e-06 -0.000175863 -0.00149401
internal_weight=42.8757 0.00200533 42.8736 27.2041 0.00920764 0.00514147 0.00406616 0.00397119 0.00274243 15.6695 0.552251 0.0266363 0.00714821 0.0194881 0.0139484 27.1949 1.02673 26.1682 25.5989 25.0808 1.52785 15.1173 14.6044 14.0841 13.5641 13.0512 12.545 23.553 10.0748 1.01563
internal_count=4633 805 3828 1860 778 734 44 578 415 1968 306 152 64 88 69 1082 61 1021 922 776 129 1662 1481 1376 952 735 724 647 373 53
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=20 16 23 16 23 23 15 15 13 0 22 20 9 9 20 22 23 23 21 6 22 2 22 6 7 20 16 18 23 0
split_gain=3.60009e-05 0.000757081 3.99513e-05 3.13013e-05 3.3429e-05 0.000105937 0.000164606 0.000548862 0.000126241 0.000166188 0.00020123 0.000631242 0.000127469 0.000190015 0.000101564 0.000100126 0.000162034 9.21882e-05 0.000272654 0.000161641 0.00016326 0.000914389 0.000119162 8.78897e-05 0.000233177 0.000775828 0.000274337 0.000107867 8.76087e-05 0.00017763
threshold=33.361153777850006 19.314954833200002 -0.55393499999999996 22.794946695500006 0.091885000000000022 0.10249000000000003 38.86986296220001 45.484733152800011 108.49810477050001 86.345209775600011 -0.086139999999999994 40.250747516500006 199.89081775665002 218.19383831720003 41.037275035300006 -0.090369999999999992 0.10176000000000003 0.08833000000000002 3.8811533507500005 16.565387047600002 -0.24150999999999997 170.01157529015003 -0.082275000000000001 16.525386113000007 22.227765484150002 41.257948413050009 15.664963368500002 13.258241318650002 0.085855000000000029 86.692020874450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 17 6 14 -8 -7 10 -10 -12 -11 -14 15 16 -6 19 -19 20 21 -4 -20 24 25 -22 -27 -25 -26 -30
right_child=2 -3 3 -5 5 8 7 -9 9 12 11 -13 13 -15 -16 -17 -18 18 22 -21 23 -23 -24 27 28 26 -28 -29 29 -31
leaf_value=0.063527093578926261 0.019410825836275979 -0.042016466476432916 0.029052976927144061 -0.00074685148016400164 0.0023864776812881705 -0.0016387415048617609 0.0038814583443836145 0.00016860721629059411 0.00010729252638622968 0.00010703449298343575 -0.00011826300107015424 -0.0041848773215508502 0.0026691373314165858 -4.5564435852201281e-05 -0.0012183911470399671 5.3968586337794204e-05 -0.00014066681264053991 -0.0026357727534558791 1.1301659572435459e-05 0.0017752725384569705 0.084960723349841005 -0.081280661073908383 -0.0016120347587775059 -0.00014884131540687819 -7.4943873578791557e-05 0.024082917001373119 -0.04673706728005856 -0.0019392758578192495 0.0021989854136618553 0.0001911997330475122
leaf_weight=0.0013788956468577798 0.0010602174353512286 0.0013402132821696 0.0015829828562229911 0.55583176016827351 0.51557598903918289 0.51422398982228479 0.54081947588609613 1.5092876367535373 2.515509206763773 4.0267085111286178 1.3622970168944437 0.5302905999499784 0.53165084641639715 0.50062615855131298 0.52082066957796946 5.0226029686781981 0.49953794974679067 0.51747637372816324 3.5145627809229496 0.51399791830445707 0.0013609104415129017 0.0014293716470631934 0.51895911657176297 1.0014173535320896 13.598108234934234 0.0010979313660562928 0.0010900237812840607 0.50677497329274945 0.51563114163061374 3.0296904683655632
leaf_count=213 56 64 135 108 103 235 82 41 55 67 20 66 70 4 201 131 8 231 107 360 40 196 88 37 1380 100 90 26 58 261
internal_value=-9.34446e-08 0.0115061 -8.23243e-07 -1.30332e-06 8.49031e-06 0.000108899 0.000365945 0.00114806 -0.000112797 -2.99121e-05 -0.000478759 -0.0012577 0.000361186 0.00135258 0.000121466 0.000237044 0.00114287 -7.01919e-05 -0.000474799 2.58518e-05 -2.23415e-05 -0.0233007 -0.000197559 -1.85826e-05 4.57904e-05 0.025676 -0.0111991 -0.000750454 4.04847e-05 0.000483212
internal_weight=42.8727 0.00271911 42.87 42.869 42.3131 18.59 8.60864 2.05011 9.98131 9.46708 4.4081 1.89259 5.05899 1.03228 6.55854 6.03772 1.01511 23.7232 4.551 19.1722 18.6582 0.00301235 4.03352 18.6552 17.147 0.00354887 0.00218796 1.50819 17.1434 3.54532
internal_count=4633 277 4356 4300 4192 1083 566 123 517 282 141 86 141 74 443 242 111 3109 426 2683 2323 331 195 1992 1929 230 190 63 1699 319
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=8 8 5 10 18 2 18 17 13 17 16 21 10 16 5 18 21 7 23 16 10 9 17 9 2 4 16 22 20 9
split_gain=4.87291e-05 4.23274e-05 8.47353e-05 4.40642e-05 0.000410743 0.00212976 0.000142989 0.000335653 0.000209198 0.000198655 7.58818e-05 0.000366865 8.05555e-05 4.05895e-05 0.000225216 5.96995e-05 0.000142764 0.00488566 0.00337955 0.00254019 0.00158073 0.00121004 0.00025283 0.000526705 0.000113791 0.00501971 0.00187913 0.00320647 0.00153465 0.00126761
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 61.987779113750001 12.880535946600002 80.759923107050014 13.565012728250002 191.32023496460002 117.62810858150002 188.27285108100003 22.634947069650003 7.1419463046500011 62.057679025150001 22.614947116400003 20.497141515850004 13.480563334700001 9.027058870800003 24.176603375500004 0.088755000000000014 16.354961755000005 78.473404369650012 214.52351813370004 189.19102531915004 200.77913281735002 176.47634813035003 286.34948838025008 20.864951208700003 -0.095074999999999993 41.319407281650008 197.00658341100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 7 8 -1 -10 13 -12 -13 15 -15 -6 24 -18 19 20 -19 22 23 -20 -17 26 27 -26 29 -27
right_child=-2 2 -4 4 10 -7 -8 -9 9 -11 11 12 -14 14 -16 16 17 18 21 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0021285687674976856 -0.00095431998527196679 0.0011152023618704336 -6.6895638444075577e-05 0.050370168419520002 0.00027229640357446735 -0.091812935349367769 0.00059753102564993638 -0.0029066375592217151 -0.00025737855355830792 0.0018496788143190228 0.0028968329842846471 0.00043764815524841363 -0.00048701969817141992 0.00017066383059344842 -0.0022292626002294361 9.1160275957971587e-06 0.00022197439623946691 0.097029046374382616 -0.010739080363588886 -0.080834598540087899 -0.020902364022420385 -0.0027309043408039737 -0.096344415777969469 -0.10004260014153793 0.079920787470504212 -0.055722101974118969 -0.10029034620194051 -0.10005989861075559 -0.0008440740168248733 0.051105210195418541
leaf_weight=0.51299633630780928 0.52851995873157775 1.0153788967431858 1.5055027867870192 0.0018438903416101429 6.5454231491642174 0.0024577043775124707 1.5183846061007882 0.52337931263666337 3.4172217359750099 0.51487060822819319 0.52725923328989566 2.5166896488356088 1.505919995367847 1.502634663411299 0.52857185264548423 19.129835593995345 0.52452884261820776 0.0028215511549299277 0.0011588626660219157 0.0021866042711158329 0.0019032474679303094 0.0018932024318223393 0.0094863679304272863 0.0015355406312651254 0.0018987190930805295 0.0012654421247891854 0.0068972595036029816 0.0020679580649191689 0.50861471398002334 0.0090872525448457697
leaf_count=425 204 34 38 17 258 110 53 60 161 48 108 35 24 30 86 1252 258 21 17 66 283 34 125 26 23 223 9 23 389 193
internal_value=-5.28638e-08 1.1858e-05 0.000409238 -1.32972e-05 3.31049e-05 -0.0308658 -0.000251758 -0.000511304 -0.000229269 1.85208e-05 3.70925e-05 0.000416582 9.14859e-05 -2.28977e-05 -0.000453858 9.82565e-06 -7.52012e-05 -0.00167095 -0.0489844 0.0082815 0.0495238 -0.0771064 -0.0886662 -0.0616332 -3.09226e-05 -0.00147654 -0.0687505 -0.013909 -6.82425e-05 0.0380474
internal_weight=42.8722 42.3437 2.52088 39.8228 33.336 0.00430159 6.48685 4.96847 4.44509 3.93209 33.3317 4.54987 4.02261 28.7818 2.03121 26.7506 20.2052 0.545514 0.0209854 0.0069114 0.0047248 0.014074 0.0121808 0.0026944 19.6597 0.529831 0.0108639 0.00396668 0.518967 0.0103527
internal_count=4633 4429 72 4357 3610 127 747 694 634 209 3483 167 59 3316 116 3200 2942 830 572 370 304 202 168 43 2112 860 55 46 805 416
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=16 16 8 14 19 22 17 21 16 0 12 10 20 22 13 22 22 6 15 6 14 5 2 19 19 15 10 21 2 6
split_gain=4.07514e-05 0.000209468 3.94864e-05 0.000113747 4.62369e-05 8.28707e-05 0.00030592 0.000224137 0.000167539 0.000137373 0.00011434 5.46852e-05 8.3521e-05 0.000353879 9.74996e-05 8.21244e-05 0.000118247 6.06321e-05 0.000315037 8.71523e-05 5.91483e-05 0.000156576 5.27176e-05 4.62475e-05 4.53517e-05 4.29097e-05 5.35597e-05 7.27353e-05 0.00014598 5.60138e-05
threshold=9.7049773055000017 12.284971272400002 8.8430989333000021 144.12207640715005 14.351157895250003 -0.066979999999999998 191.20566072810004 15.109659503850002 22.604947139800004 86.538778761000017 110.24393346510001 62.095317438950012 41.444941515100005 -0.082654999999999992 117.63886241405002 -0.036264999999999999 -0.053874999999999999 14.845346859150002 34.563011034450007 14.545339849550002 255.27041524225004 21.836296031200003 172.99241708655003 14.151141757350002 14.451165964200003 45.793006327050001 61.987779113750001 0.54612131245000006 108.01392853780001 16.425383776450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 11 7 -7 10 -8 -10 -6 12 15 14 -14 16 22 19 -19 -13 21 -20 -5 -24 -11 26 27 -12 -29 -28
right_child=1 2 -4 4 5 6 8 -9 9 24 25 17 13 -15 -16 -17 -18 18 20 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.01583067770097267 -0.039803079586193821 -0.023595231309744572 -0.00085835964730617649 8.4369322162064446e-05 0.0013477140225872197 0.0026993159662492168 0.0018045602533485066 0.0020480809932854438 -0.0016004196111649553 -0.00025972579210930305 8.1761239196696269e-05 -1.6989623523938915e-05 -0.00063406117404287191 -0.0030960935224174325 0.0010660914266678073 0.00054542682159746444 -0.0017467580150537462 0.0026170158693848825 -0.0018438165852655429 -0.0013271578972743813 0.00028855220994348553 0.00063274853984110425 -7.0998538957497176e-05 -0.0014271659172548725 0.00068945784682197396 -0.0010697768717841799 -0.00052225923940200849 3.8024212181094845e-05 -0.0023610113721564542 0.00017023909443848338
leaf_weight=0.0016259756606719069 0.00132217749690866 0.0020410823120958757 0.52882799788073143 3.0074966268230794 0.51878530593603223 0.57042224582789858 0.52421324533652258 0.51432390583139032 0.52461630210234522 1.0035335411339477 0.85547893042166467 16.080305794761639 1.0065853778291898 0.51630928909144569 0.50730833970304856 1.5073821852078539 0.50647117273183528 0.54198176877066018 0.51406733340263622 0.52427397377662543 2.5136462171053857 0.5071229925051739 0.50080529776275262 0.50503498709060324 1.0099959258391207 0.51031682159848024 1.5215191450388372 0.50367685734090606 0.51093884494218855 5.0277101962669803
leaf_count=592 455 36 202 200 76 46 64 37 51 15 7 1357 142 146 41 54 8 199 47 300 67 17 25 25 34 120 67 11 44 148
internal_value=-2.28071e-07 -8.28556e-07 3.99146e-07 1.1126e-05 1.22641e-05 0.000164208 0.000573066 1.51239e-05 0.000177012 -0.000159132 -9.55398e-05 -5.96165e-05 -0.000280617 -0.000835356 -6.43372e-05 -9.37585e-05 -0.000306931 2.64845e-05 0.000372037 -5.8357e-05 2.78241e-05 -0.000613955 -0.000125229 -0.000751934 0.000216389 -0.000179389 -0.00012542 -0.000597422 -0.00117008 9.35765e-06
internal_weight=42.8681 42.8665 42.8652 42.3364 42.3343 13.5955 3.63278 9.96275 3.06236 2.53815 9.44843 28.7388 8.05739 2.0302 1.51389 6.02719 4.51981 20.6814 4.07682 16.6046 3.53484 1.02119 4.01334 1.00584 2.01353 8.92964 8.41932 1.87009 1.01462 6.54923
internal_count=4633 4041 3586 3384 3348 720 210 510 164 100 473 2628 641 329 183 312 258 1987 330 1657 131 64 250 50 49 397 277 62 55 215
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=16 19 14 17 20 5 15 13 7 7 12 23 23 6 22 22 18 7 13 15 4 20 9 20 5 3 9 0 17 18
split_gain=4.35656e-05 3.41184e-05 7.32313e-05 0.000261782 7.09582e-05 3.56689e-05 0.000165508 0.000360992 0.000230148 0.0017367 0.000865468 0.000185959 0.000152384 7.05941e-05 0.000194203 0.00187723 0.000849685 0.000574133 0.00101702 0.000486452 0.000164334 0.000211264 0.000133772 8.17517e-05 0.000145953 6.84555e-05 0.000297538 0.000254116 0.000142169 0.000131182
threshold=22.794946695500006 14.651182102100002 144.12207640715005 181.57898176000003 42.783136484500005 23.714185006400005 41.54912092575001 117.56358558635002 22.172877373800002 22.126303133300002 99.140885195450011 0.082685000000000022 0.11071500000000002 16.455384477450004 -0.16164499999999998 -0.16077499999999997 13.480563334700001 23.727132803250004 108.34217419895002 22.654569872000003 263.48865013970004 40.679780036550007 202.16842692300003 40.467253020850002 21.363989181350004 85.589753040950015 203.80256579455002 95.988709089550014 199.73283952805005 13.154691941050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 8 -8 9 10 -4 -12 -7 14 16 -16 -10 -18 19 22 23 -22 -19 -15 -25 27 28 -17 29 -27
right_child=-2 4 5 -5 -6 12 7 -9 13 -11 11 -13 -14 20 15 25 17 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.013583157527348004 -0.00088022829718452638 0.0014092381670720332 -0.084502789982024748 -0.048940539688195929 -0.00026097731430412962 -5.7715858730552154e-05 0.00012357737030949901 0.0031625255391181904 0.09832703030090538 0.098403212600083168 0.037763258081484778 -0.014238362529970364 -0.0018952285910488311 0.00043828545231988007 -0.10014874654734462 -0.0022209597600705488 -0.054440412108139803 0.04264211809456394 0.091710668864267514 -0.055993268497063722 -1.9971488181733418e-07 -0.002885030843811697 -0.007035158617552266 -0.0011454308439578728 -1.2449334469762701e-05 -0.0003099988132938263 0.0025453796106917471 7.0586038013191834e-06 -0.0014858654707374868 0.00049595712483122857
leaf_weight=0.0013906037794332296 0.55522679279995557 0.51444147176408594 0.001302001512338522 0.0012916614268760895 0.50314460384367976 3.8966478512748486 1.5217502096184667 0.52599820340287795 0.0010777702559771445 0.0019055777431731258 0.0015245671324118082 0.001252738679239758 0.51043215255883456 2.0168821700380004 0.0018694473789605528 0.52991664668009697 0.0013922985431404911 0.0011731714251623461 0.0013644058163082562 0.0013909849999825807 0.50070305305416585 0.51491382526724294 0.0010076411655254233 1.5182261381014539 4.5283226808788868 3.027095021627245 0.54165670543056954 15.065460570427577 0.51140628815646572 6.0674262351947892
leaf_count=29 110 49 34 16 8 803 91 60 22 9 168 128 40 46 18 370 60 200 26 105 4 55 101 45 53 67 146 1447 50 273
internal_value=-1.81909e-07 1.13661e-05 -2.72996e-06 -0.0165255 0.000583401 -1.65666e-06 3.04697e-05 0.000904182 -2.08874e-05 0.0195873 -0.0172302 0.0143073 -0.000270538 -2.42566e-05 6.02737e-05 5.56159e-05 0.016251 0.00227306 0.0182696 -0.00978448 -0.000264022 -0.0014628 0.0196888 -0.000113032 -0.000296929 6.28928e-05 0.000265051 -6.86474e-05 0.000136468 0.000227696
internal_weight=42.8676 42.3124 41.2948 0.00268227 1.01759 41.2921 36.885 2.04775 34.8373 0.00598489 0.00407931 0.00277731 4.40708 34.8313 25.7522 25.7448 0.00740627 0.0063285 0.0049362 0.0035718 9.07905 1.01562 0.00218081 8.06343 6.04655 25.743 10.1476 15.5954 9.60593 9.09452
internal_count=4633 4523 4466 45 57 4421 3578 151 3427 339 330 296 843 3088 2885 2371 514 492 432 406 203 59 301 144 98 2353 536 1817 390 340
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=8 19 5 21 12 18 10 3 10 22 19 8 7 17 22 2 20 23 12 13 0 20 22 17 4 2 5 16 15 23
split_gain=5.45845e-05 3.20078e-05 9.52822e-05 8.64089e-05 0.000214541 0.000508921 0.000124465 0.000127133 9.50594e-05 0.000140422 0.000133238 6.28055e-05 5.54127e-05 0.000259902 0.00010587 0.000804165 0.000847607 0.000996699 0.000513665 0.000275099 0.000237346 0.000101622 5.19589e-05 6.22147e-05 5.27646e-05 5.07384e-05 7.1098e-05 4.81906e-05 5.889e-05 4.6409e-05
threshold=8.8430989333000021 14.351157895250003 20.201591378100002 5.6808520270500003 171.52228777160002 12.964611930900002 62.041548276350007 93.668569722950011 62.020040611300011 -0.08158 14.551174033150001 8.4434108459500017 23.164713644150002 186.51219468755002 -0.14510999999999999 95.315866703450013 40.986363433950011 0.086555000000000021 208.33288250865004 104.09978726910002 94.354126546200021 33.361153777850006 -0.053874999999999999 183.93802912725002 163.62029285410003 130.18547167755003 22.627560662300002 22.644947046300004 37.491361913600009 0.085910000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 8 5 -5 7 -6 9 -4 -10 -8 13 22 15 -14 18 -18 19 -17 -19 -16 23 -1 -24 -11 -27 -23 -29 -25
right_child=-2 2 3 4 6 -7 11 -9 10 25 -12 -13 14 -15 21 16 17 20 -20 -21 -22 27 24 29 -26 26 -28 28 -30 -31
leaf_value=-0.0008040451243768893 -0.0010103732768685554 0.0014629473185127266 -0.0020596280189950694 -0.00063966541473753249 0.0011951889162540236 0.0037889314357205024 -6.2662514981352745e-05 -1.3714285233458995e-05 0.0017033153120973783 3.7360997212983848e-05 -0.00026191251467859146 -0.00099519622417120206 -0.072740409084846802 -0.0024590242997079947 0.025635889189266705 -0.020440322866082147 -0.021747588912861771 0.10001595597270851 -0.067873646050204225 0.050615125472308675 0.042087341779566648 -2.2249027544817477e-05 -0.0001367934026748163 -4.8955165870741121e-05 -0.0013878928638659926 -0.0016809380920905948 -4.4669333222925244e-06 -8.4545892966085486e-05 0.0014417028822628299 0.00091201908761697262
leaf_weight=0.50907706341213721 0.52824832964757362 0.5226172389459397 0.5137394264883145 0.50650941562525786 1.5310063425131377 0.53207432022463763 2.5116571180247651 2.0145843238445522 0.52527051035838179 1.904724693122261 1.0051496888481779 1.0137065108893919 0.0010193446830642485 0.52549255993784871 0.0015472646625011013 0.0011577252032168158 0.0013582506792359506 0.0021114494775247294 0.0012253350760341271 0.0010292992839904258 0.001063555900910125 23.170590959660906 0.99973154001023723 1.0009321137002931 0.50859349982734126 0.50364017440006115 0.50825159342321058 0.50272248709370504 0.50854353027602883 1.0093005747332311
leaf_count=613 204 88 84 36 46 70 50 61 156 20 26 37 54 207 113 134 345 16 137 24 61 1643 19 33 231 6 49 6 37 27
internal_value=-1.36916e-07 1.24676e-05 0.000138909 8.59672e-05 0.000287068 0.00162914 8.9944e-05 0.000508297 -0.000242778 -0.000535165 0.000412593 -0.000330809 -4.73229e-05 -0.000367363 1.29102e-05 0.010878 0.0216054 0.0499425 -0.01604 0.0130012 0.0806112 8.88245e-06 -9.446e-05 0.000183455 -0.000558653 -0.000266643 -0.000838882 7.24272e-06 0.000682971 0.000433532
internal_weight=42.8667 42.3384 13.5929 13.0703 8.10954 1.03858 7.07095 3.54559 4.96078 3.43036 1.53042 3.52536 28.7455 4.55313 24.1924 0.00896496 0.00794562 0.00453326 0.00341236 0.00218702 0.00317501 24.1834 4.02763 2.51931 1.50833 2.91662 1.01189 24.1819 1.01127 2.01023
internal_count=4633 4429 729 641 300 106 194 107 341 159 182 87 3700 1130 2570 771 717 422 295 158 77 1799 923 673 250 75 55 1686 43 60
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=8 19 0 0 18 18 22 0 22 15 21 22 15 2 16 18 10 9 17 13 20 22 5 5 5 5 3 17 18 23
split_gain=4.41862e-05 3.63333e-05 0.000120759 7.95059e-05 7.55218e-05 0.000251121 0.000147104 7.24858e-05 8.40286e-05 3.41107e-05 0.00015905 0.000127771 0.00216067 0.000656302 0.000689039 0.000209188 0.000392985 0.000350258 0.000269585 0.00020823 0.000498266 0.000178 0.000117141 3.75734e-05 0.000100987 9.65479e-05 0.000135935 7.55645e-05 0.000198396 6.64252e-05
threshold=8.8430989333000021 14.451165964200003 87.028078140750011 85.683849075550015 13.360173059150002 13.581061237400002 -0.090369999999999992 85.990333302400003 -0.082404999999999992 44.483611103700007 8.9448347342500032 -0.15022499999999997 38.567335632300008 95.315866703450013 20.804951349000003 14.349689277800001 71.397382570300024 66.544071737050004 197.02652249450003 98.050756475600011 42.388109226950007 -0.58835000000000004 8.3129063967000025 21.701709660250007 21.950234501100002 20.911722254300006 93.14163192940002 196.70927211395002 13.405741979600002 0.093185000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 6 -6 -5 -8 -9 11 -11 12 13 -1 15 17 -17 -15 21 20 -13 -18 -22 25 -25 -21 -27 28 29 -26
right_child=-2 2 -4 4 5 -7 7 8 -10 10 -12 19 -14 14 -16 16 18 -19 -20 23 22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.056107265233551223 -0.00090873571059189558 -0.001029420448772797 0.0016843177173413494 0.0021137522456462377 -0.0021329696847036867 0.00042645346890603187 -0.00038395684934241104 -0.00010938787318009324 0.0017120267537897528 -0.0019360772231851214 -1.6415308024153914e-05 -0.083374650385870594 -0.095951006448723467 0.017291768077772725 0.092675798138985188 0.077208125533078792 0.052665474957055626 -0.05258952688094283 -0.029872024473390643 4.1055197163703833e-05 -0.024767691734282619 0.0021413453392284581 0.020437144131327037 0.0011300144718413352 -0.00028295585993693735 -7.8616832200166791e-05 -0.0012389399373513574 -0.0011015744206250646 0.0020461166838305306 0.00040078306068713629
leaf_weight=0.0013308409914879965 0.52857451176264092 0.55693863019436562 0.52990199220150191 0.51249726416995134 0.51218689850497878 1.524041388981459 1.0072118063708337 0.49963928759098064 0.51369575282660629 0.52118000718754531 2.5112002136213363 0.0010160266939744323 0.0023818034838996036 0.0016848616081055773 0.0011161316083949666 0.001001800034041489 0.0012680219314039681 0.0012488970004188304 0.001320810364522979 21.156460054839137 0.0010230281914202534 0.0015492768322593539 0.0013038332307697686 1.0183115763435342 3.5164393224593731 3.0116905766970872 1.5188405405042429 0.51529385272661432 0.51162660049234343 2.3842511598752996
leaf_count=112 204 118 120 42 31 53 21 2 38 97 72 452 16 182 35 39 49 307 347 1040 161 256 215 35 260 138 48 55 30 58
internal_value=-8.74583e-08 1.12568e-05 0.000247171 9.86113e-05 0.000236105 -0.000217336 0.00060061 0.000216813 0.000813952 -2.512e-05 -0.000346351 3.82853e-06 -0.00994558 0.00952549 0.0190302 0.00884922 0.0210102 -0.0124566 0.00740513 7.64499e-06 -0.0249492 0.0248815 0.00056238 1.01255e-05 0.000200164 -4.86604e-05 -0.00046761 6.34827e-05 0.000157107 -6.68221e-06
internal_weight=42.8662 42.3377 5.65611 5.12621 4.56927 2.03623 2.53304 2.02055 1.01334 36.6815 3.03238 33.6492 0.0129024 0.0105206 0.0091898 0.00807367 0.00513991 0.00293376 0.00413811 33.6363 0.00334289 0.0028173 0.00232686 33.6329 7.94592 25.687 4.53053 6.92761 6.41232 5.90069
internal_count=4633 4429 425 305 187 84 103 61 40 4004 169 3835 1343 1327 1215 1180 691 489 652 2492 828 305 376 1664 438 1226 186 403 348 318
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=16 16 8 9 8 10 20 20 5 2 15 7 19 9 19 2 20 15 20 12 0 6 5 19 21 21 17 10 15 21
split_gain=4.1733e-05 0.000174406 3.58114e-05 0.000108321 0.000388429 0.000250023 0.000176115 0.000263319 0.000156378 0.00030169 3.24164e-05 0.00018922 5.90193e-05 0.000176494 0.000131672 0.000211886 0.000118909 8.29149e-05 4.70598e-05 4.6368e-05 2.95059e-05 0.000170059 4.0851e-05 0.000113138 3.53174e-05 0.000198878 0.000266975 0.000105702 0.000125497 8.34909e-05
threshold=9.7049773055000017 12.284971272400002 8.8430989333000021 177.59430306730005 5.1459841250500009 80.677940036650014 47.927946529500012 48.96897326980001 13.039146929800001 172.27786944220003 46.435439118750004 23.543468673550006 14.451165964200003 201.16241229375001 14.551174033150001 116.68694986600001 41.32819714970001 41.29990759910001 42.206017975500011 251.26407571030003 98.230883170350012 11.865277230300002 16.546942136250003 13.251069136700002 4.6633733285000014 5.4349223666500004 199.24932835515003 61.987779113750001 39.558912554250007 5.7328850847000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 9 -5 12 -12 19 14 15 -14 -16 -17 -13 20 22 -22 23 -10 27 26 -26 -24 -29 -27
right_child=1 2 -4 8 -6 -7 7 -9 10 -11 11 18 13 -15 16 17 -18 -19 -20 -21 21 -23 24 -25 25 29 -28 28 -30 -31
leaf_value=0.016036930620224585 -0.036969597922076415 -0.030978083567662643 -0.00081737757581872147 0.063758664916316737 0.06671461509224344 0.043912374934362099 0.042353630274889587 -0.025670492409189696 0.0016936047481989646 -0.0074705039861267591 -0.0020118500811136838 -0.00033554904996137058 0.0024238930055627377 0.0020756199727665083 -1.3150604727908565e-05 -0.00047768959085318685 -0.0017659190952518907 0.00080319591798508339 0.001028165966159793 -0.00096406183970529531 -2.7188881576291715e-05 -0.0019637630599441181 -0.00096106519937030638 -0.00042010972844595812 0.0021602443396936152 -0.00073386911668129392 -0.00013545973555256489 -0.00010922393282093148 0.0015011578136320449 4.4613324194097933e-05
leaf_weight=0.0016226161765534588 0.001276074962787698 0.0019873987629594313 0.52886794515355617 0.0011094579600209311 0.0011124882846829109 0.0011176551002790172 0.0011871811189934078 0.0010929451216247221 0.5137972245589697 0.001281417625297987 0.5121584710497612 0.50561471329371321 0.520826058823331 0.52642074178010023 1.5585665096823507 1.0120284827771686 0.51492035852606921 1.0094665235648106 0.50657738171526034 0.51444555609183495 4.0081779203245125 0.51129517756437426 1.3684823100929886 0.4993267797617591 1.0230936303732989 1.5109572201501063 1.0033749642043401 8.5767016691155469 0.51285810466991755 15.615805805038475
leaf_count=592 455 717 202 35 29 189 51 177 70 79 114 32 44 109 46 35 69 26 43 229 116 173 28 8 37 21 12 439 49 407
internal_value=-8.25265e-08 -6.89608e-07 4.11002e-07 1.06275e-05 0.0129211 0.00180831 -0.00921865 0.00974726 8.64558e-06 0.0255826 7.20095e-06 -0.000445566 2.41168e-05 0.000340832 0.000142984 0.00062533 -0.000448425 0.000161941 0.000346957 -2.15562e-05 -7.75955e-06 -0.000246277 2.74402e-05 0.000651843 6.07683e-06 8.67761e-05 0.00102356 -0.000141719 -1.83617e-05 -2.4066e-05
internal_weight=42.8656 42.8639 42.8627 42.3338 0.00649767 0.00538518 0.00426753 0.00228013 42.3273 0.00239088 42.3249 1.52435 40.8005 5.14223 4.61581 2.54232 2.07349 2.0215 1.01219 35.6583 35.1439 4.51947 30.6244 1.01312 29.6113 19.1532 2.02647 10.458 9.08956 17.1268
internal_count=4633 4041 3586 3384 1163 1134 945 228 2221 114 2107 189 1918 329 220 105 115 61 75 1589 1360 289 1071 78 993 477 49 516 488 428
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=18 18 5 23 20 23 13 0 14 0 8 22 9 17 23 2 6 6 16 23 3 21 9 7 6 9 3 5 7 20
split_gain=6.0174e-05 7.95437e-05 0.000418527 3.17759e-05 0.000318994 0.000111246 0.000174534 0.000250483 0.000137136 0.000124208 0.000190895 0.000128713 0.000582134 8.33339e-05 8.22e-05 0.000258166 0.00011117 6.93651e-05 0.000114067 0.000183168 0.000153821 8.2592e-05 6.82746e-05 6.26621e-05 0.000150925 0.000328381 7.7162e-05 5.97404e-05 5.9249e-05 5.74534e-05
threshold=11.634276750250001 12.166795532800002 30.133297129900004 0.091885000000000022 34.214889417600013 0.10249000000000003 117.66037007905001 86.866770652900016 186.51427598835002 86.345209775600011 8.543332867800002 -0.086139999999999994 186.70853236170004 199.24932835515003 0.08833000000000002 141.45287911200003 16.565387047600002 16.525386113000007 22.634947069650003 -0.11595499999999999 93.499196860750018 13.811848270300002 201.40496258350001 24.040556609400003 16.465384711100004 201.40496258350001 83.511574906150017 22.958759589950002 23.365573965200003 38.804629908750009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 23 -8 -7 11 13 -10 -13 -11 16 22 17 18 20 -20 21 29 28 24 25 -5 -25 -26 -16 -6
right_child=1 3 -4 5 14 8 7 -9 9 10 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 26 27 -27 -28 -29 -30 -31
leaf_value=0.023659944966425182 -0.063725460008604337 0.052500956819387629 0.021515792542812773 0.0032099115940790513 -0.00053160642230835984 -0.0016391518206961787 0.003120405313562653 -1.0093338433221372e-05 3.6391574028300531e-05 0.00022662054353433334 0.0021048656524742752 4.3292359635529654e-05 -0.0038554030046400109 -0.001122632864092859 -0.00081912900258505482 -0.0025423938825732484 0.0014601288816965697 -0.00067894480390479441 6.2843521690664526e-05 0.0023733718002782655 -0.0017573217253638281 0.0012568727246562261 0.00089220012201995198 7.4101654965551495e-05 -0.00048349649994394104 0.00031787691592216882 -0.001266918355683929 0.00050984135073029065 1.0388632213329434e-05 4.1595369762080971e-05
leaf_weight=0.0010749014579322083 0.0010867881422375039 0.0011538631804012258 0.0012255428515857147 0.53110521992993964 2.03119542228933 0.56372676885854645 0.52251014747810109 0.5003457743441686 2.513827747120267 4.5322829477910362 0.51878892584416281 1.3588837789829984 0.53328920003549729 0.50918356652846331 1.5093387507183833 0.52718983357435067 0.5152751220269377 1.5086097369230902 1.0016678743763803 0.52186045302537465 0.51173561689293379 0.50967037992830633 0.51004192247743985 2.5104792440828789 1.5108633907672984 1.5057243590927099 0.51752695988687936 1.0102980269497974 2.0047015028637873 12.570428992008443
leaf_count=174 72 224 60 116 273 96 50 12 46 170 41 17 60 126 36 242 228 42 26 123 183 284 119 247 33 18 123 28 33 1331
internal_value=-5.05757e-08 -6.43898e-07 -0.0185473 3.56671e-07 -7.69805e-05 9.62172e-05 0.000362858 0.00158907 -0.000121776 -3.59483e-05 0.000278308 -0.000432531 -0.00105551 9.03472e-05 -7.9538e-05 -0.000461581 1.11632e-05 -2.88587e-05 2.8338e-05 0.000854278 -5.22061e-05 5.53665e-06 -0.000188977 0.000197521 0.000431776 0.00107198 -0.000155097 -8.5439e-05 -0.000345903 -3.81413e-05
internal_weight=42.8651 42.864 0.00231233 42.8617 23.7229 19.1388 8.60885 1.02286 10.53 9.96626 5.56026 4.406 1.89217 5.04147 23.7217 4.55127 19.1704 18.6552 17.1466 1.52353 15.623 15.1113 4.02408 7.586 4.55799 2.03683 3.02801 2.52116 3.51404 14.6016
internal_count=4633 4459 132 4327 3144 1183 627 62 556 460 337 123 77 296 2920 430 2490 2262 2220 149 2071 1888 188 565 195 134 370 61 69 1604
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=8 8 5 10 18 2 22 6 19 7 10 8 10 18 17 13 17 16 21 10 23 17 17 23 22 22 22 6 3 9
split_gain=5.67001e-05 3.82248e-05 5.85853e-05 3.09881e-05 0.000370064 0.00187767 0.000316744 0.000936374 0.000552562 0.000312719 0.000141693 0.000325406 0.000136694 0.000113423 0.00040503 0.000196778 0.000216793 0.000100858 0.000328596 9.38591e-05 4.57536e-05 0.000211518 0.000147206 0.000113758 5.63033e-05 4.25199e-05 0.000356135 8.3971e-05 7.85041e-05 6.7345e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 61.987779113750001 12.880535946600002 80.759923107050014 -0.16533 16.325381439950004 14.151141757350002 23.209106085000005 71.322105742700003 8.1436447804000007 78.27445846800002 13.565012728250002 191.32023496460002 117.62810858150002 188.27285108100003 22.634947069650003 7.1419463046500011 62.057679025150001 0.10526500000000003 192.19686994285004 200.17087924040001 0.10336500000000003 -0.02903 0.0041150000000000015 -0.038374999999999999 15.345358541850002 93.499196860750018 206.78020849415003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 13 5 -5 7 8 10 -9 -6 12 -12 14 15 -1 -17 20 -19 -20 23 -22 24 25 -23 26 28 -27 29 -8
right_child=-2 2 -4 4 6 -7 17 9 -10 -11 11 -13 -14 -15 -16 16 -18 18 19 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0019741368466371771 -0.0010298587048904809 0.00097798647843939717 -5.1650923672707455e-06 0.048308630004466481 0.030184851842801542 -0.090703537222407427 8.4046293051028364e-05 0.025052530119377144 -0.068692027258266605 0.08307468093012306 -0.0056789911284028148 -0.048178530018243008 0.039679054418671235 0.00054558018650049261 -0.0030757576891200481 -0.00018060674294596016 0.0020195690021933585 0.0028130497957092543 0.00052953915474949348 -0.0004685402737168397 -0.002251184144924073 -0.00013458428658035606 -0.0016120172734704931 0.0014793738025538699 0.00083004931347631372 8.1542028589092234e-05 -0.0026663764387576498 0.0014103405988842653 -0.0012491198944697343 -0.00053231899343349513
leaf_weight=0.51331185998168116 0.52803288883826738 1.014301814298505 1.5060694529679777 0.0017129116107118527 0.001901515523581991 0.0022453385716658669 14.100747606012744 0.0016680031889784175 0.0011283604020206894 0.0020963126187325543 0.001401614849092736 0.0011318383299201429 0.0012632400968021055 1.5177843189884113 0.52254391031494396 3.4187307517660224 0.51535953012535163 0.52636330286531929 2.5181577766356895 1.5055207030082653 0.51597912880894536 1.5066599730501198 0.50884736541441444 0.51202837837597215 1.0111555130516032 7.0277163747753297 0.52957927315036357 0.51008352095266207 0.51375097516467505 2.0275722433710746
leaf_count=425 204 34 38 17 138 110 1132 18 21 23 123 51 276 53 60 161 48 101 35 23 99 38 107 29 36 576 221 28 78 330
internal_value=-1.87734e-08 1.28256e-05 0.000390496 -1.10808e-05 2.78419e-05 -0.0305468 3.14735e-05 0.0173224 -0.00475763 0.0573645 0.00790267 -0.00325702 0.0158224 -0.000211035 -0.000442099 -0.000132659 0.000107613 2.59765e-05 0.000463458 0.000156093 -4.32263e-05 -0.000379744 -6.07053e-05 4.04152e-06 0.000252813 -2.65303e-05 -0.000113442 0.000171462 -3.22037e-05 6.55991e-06
internal_weight=42.8648 42.3368 2.52037 39.8164 33.3287 0.00395825 33.3248 0.0105909 0.00682657 0.00376432 0.00569821 0.00379669 0.00266485 6.48773 4.96995 4.4474 3.93409 33.3142 4.55004 4.02368 28.7641 3.54264 3.02666 25.2215 2.51782 24.7094 17.1717 7.5378 16.6421 16.1283
internal_count=4633 4429 72 4357 3610 127 3483 650 609 41 588 450 399 747 694 634 209 2833 159 58 2674 280 181 2394 74 2365 1761 604 1540 1462
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=18 18 5 8 14 19 22 16 21 5 21 13 13 7 18 9 4 18 9 21 17 17 23 20 3 8 19 18 21 23
split_gain=4.95394e-05 6.53545e-05 0.000354302 4.12133e-05 8.83339e-05 4.39069e-05 0.000118069 0.000217844 0.000146605 0.000100716 0.000264108 0.000573369 9.44306e-05 8.91013e-05 0.0011379 0.000407138 0.000141752 6.12699e-05 6.23339e-05 7.42147e-05 0.000126968 5.05288e-05 7.36958e-05 4.96589e-05 0.000241401 0.00111049 0.000128927 4.84522e-05 4.23497e-05 3.10285e-05
threshold=11.634276750250001 12.166795532800002 30.133297129900004 8.8430989333000021 144.12207640715005 14.351157895250003 -0.078549999999999995 22.604947139800004 15.109659503850002 23.714185006400005 11.772995266200001 117.61735474900001 117.73026999045001 22.126303133300002 12.854871756700001 84.476387308550017 292.45535980730006 13.087929333200002 190.36745536595001 4.6633733285000014 201.81829107560003 192.28474763930004 0.09117500000000002 33.036871954450007 76.190903416900014 7.7439566930000003 11.450923895500003 13.453871405300001 15.833449912500003 0.076835000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 13 8 -8 17 10 11 -9 -11 15 -15 16 -6 -7 -19 20 -20 -21 27 -16 25 26 -25 -23 29 -26
right_child=1 3 -4 -5 5 6 7 9 -10 12 -12 -13 -14 14 23 -17 -18 18 19 21 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.021523295371433115 -0.059719283241544019 -0.021387160726166327 0.019610502039912419 -0.00087887699835609171 -0.035323832127894188 -0.0012669436374997008 0.0024161870624023352 0.0042599569502121491 0.0015326713616247466 -0.001512193125591502 7.0069929324688841e-05 -0.000342667848371442 0.00020326130918638634 -0.061110853342799788 -0.021081611877463245 0.068998558592840195 0.016602709862281 0.00092611669422044181 -0.0021076797659065594 0.00056413775592956768 0.00012603893399646353 -0.000382725984560628 -0.00096506775429650081 -0.01406028827054044 -0.00028906917931767836 -0.10001814136268246 0.025408408118378824 0.00041959342280926867 -0.0009494967175462881 1.0585270812463471e-05
leaf_weight=0.0010693559409195022 0.0010450961963631702 0.0019290459705548759 0.0012204328895037975 0.52657373043748279 0.001005997454654445 0.51806644852476491 0.53569501302171563 0.52570071107902527 0.51176206596876728 0.51301610291488919 3.0155495435428747 0.55789278280280996 0.85683233386225766 0.003052591698628925 0.0011229589408711096 0.0010113732286709688 0.0011011644343239535 0.50847194265050166 0.51564640769811354 1.0076297636539946 0.50240553395724419 1.4972262445100635 1.0139527550345517 0.0014858720899498653 4.0316733866869354 0.0013314256988564144 0.0018682453139522021 1.5136429714279982 0.51248386163276194 24.182593590731166
leaf_count=174 72 26 60 176 332 88 161 67 34 43 37 28 9 11 171 110 130 35 53 28 39 15 27 606 274 132 242 55 106 1292
internal_value=-3.02651e-09 -5.39995e-07 -0.0169846 3.57747e-07 1.12941e-05 1.22692e-05 0.00016035 0.000491668 -0.000101807 0.000303159 0.000551235 0.00189028 -0.000439186 -5.77734e-05 -5.96077e-05 0.0168444 -0.00818797 -0.000220001 -0.000137307 -0.000226675 -0.00100535 -6.9152e-05 -0.000227698 -5.31216e-05 -5.22997e-05 -0.0227486 0.0079238 2.0621e-05 -4.85977e-05 -3.22338e-05
internal_weight=42.8641 42.863 0.00226553 42.8607 42.3342 42.3322 13.5935 6.00469 7.5888 5.46899 4.09914 1.08359 1.36985 28.7387 28.7356 0.00311854 0.00210716 7.07704 6.55898 6.0505 1.01805 5.03245 4.02482 28.7326 28.7314 0.00468554 0.00335412 3.01087 28.7268 28.2143
internal_count=4633 4459 132 4327 4151 4125 719 345 374 184 132 95 52 3406 2834 572 462 340 252 217 92 125 97 2823 2652 980 848 70 1672 1566
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=8 14 20 20 19 22 16 20 15 21 10 7 18 19 12 20 12 7 3 4 19 23 21 2 15 10 13 13 5 15
split_gain=3.73273e-05 7.18632e-05 3.61608e-05 8.1897e-05 3.53576e-05 9.59421e-05 0.00017684 0.000119124 0.000145284 0.000118968 9.90448e-05 8.12329e-05 0.000959261 0.000343267 0.00015406 0.000124805 6.55097e-05 0.000129242 5.65029e-05 0.000130032 4.92921e-05 4.38512e-05 5.64802e-05 4.90526e-05 5.96651e-05 3.99325e-05 0.000239979 0.000298677 3.26501e-05 0.000115395
threshold=8.8430989333000021 144.12207640715005 33.036871954450007 33.361153777850006 14.351157895250003 -0.078549999999999995 22.604947139800004 41.873095646600007 40.292677025400003 15.109659503850002 62.014663695050011 22.126303133300002 12.854871756700001 13.551093343600002 197.15611335610004 45.921757303800007 110.24393346510001 22.929105819350003 95.002044955650021 188.76310702715003 14.451165964200003 0.097645000000000023 7.3464616447000006 131.42729508740004 40.856592954650004 62.020040611300011 117.63886241405002 117.62810858150002 17.352342178450005 31.264641197600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 11 9 -7 8 -8 16 18 13 -13 14 -5 -16 -6 -18 19 -10 -9 22 23 -19 -25 26 27 -14 -27 -30
right_child=-2 2 3 4 5 6 7 20 10 -11 -12 12 25 -15 15 -17 17 21 -20 -21 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.01913943515527395 -0.00083513891791187024 -0.016615160400854184 0.026432791706441017 -0.034130802501959309 0.00088635667757113476 0.0021781271941087618 0.0012876343248455176 -5.2405983002536513e-06 -8.9154248057546381e-05 0.0013808754619062122 -0.00071799544118462738 -0.057123826083663204 -0.0033390509811464979 0.061488293659091357 0.038124072612968823 -0.0096755549149925499 -0.0017944931888522312 -1.4394735497903649e-05 -0.00010069056044137641 0.0021178029320892094 -0.0014020075634175247 -0.00075489340046428995 0.0004781393352267392 -0.0016073098179520684 -7.5790046295155268e-05 -0.00014340793278751335 0.00016132598788933341 8.560615057444528e-05 0.00070252592074152909 -3.5287935690274634e-05
leaf_weight=0.0019595450260599936 0.52860180131342716 0.0013080496338265793 0.0011731623542549077 0.001059592802891445 0.51584943592388288 0.5348652849412544 1.5230910989603215 0.50269678711015309 0.54607688263058685 0.5112455436874227 1.0100813467925034 0.0029449430374154364 0.51864219697124203 0.0011143252224323219 0.0010104771631637144 0.0011889645951430328 0.52145162806670864 2.5005002757097832 0.85568297152349249 0.52233449330469739 0.5079537812550825 1.0101210031807566 1.512486486633662 0.50637302615905333 0.51115156251263016 10.063028276655652 2.5182556360389867 0.5003411246370888 2.5493197825234217 12.581487901609437
leaf_count=36 204 254 18 451 52 161 54 12 3 34 39 11 49 82 105 115 102 13 6 39 31 26 44 35 67 1760 45 5 261 519
internal_value=-8.39796e-09 1.04192e-05 1.13057e-05 1.18194e-05 1.10872e-05 0.000143981 0.000442715 0.000272959 0.000495216 -9.23071e-05 8.38816e-05 -5.17657e-05 -5.38399e-05 0.013576 -0.00280609 0.0122848 -0.000198716 -0.000284015 0.000504839 0.000989803 -0.000707257 -0.000153624 -3.289e-05 -0.000252594 -0.000837954 -4.79902e-05 -0.000362622 -0.00165748 -3.8156e-06 8.90229e-05
internal_weight=42.8634 42.3348 42.3328 42.3315 42.3304 13.592 6.00278 5.46792 4.45727 7.58918 2.93418 28.7384 28.734 0.00437336 0.00325903 0.00219944 7.07793 6.56208 1.92409 1.06841 1.01065 6.04063 5.03051 3.51802 1.01752 28.7311 3.53724 1.01898 25.1938 15.1308
internal_count=4633 4429 4393 4139 4121 718 345 184 141 373 87 3403 2650 753 671 220 339 287 48 42 43 185 159 115 102 2639 99 54 2540 780
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=18 23 23 15 22 20 22 9 14 7 20 14 22 10 6 22 0 20 0 20 3 23 23 22 15 22 2 5 15 3
split_gain=4.23855e-05 0.000623512 0.000419471 4.02538e-05 0.000212644 0.000897693 0.000824359 0.000591138 0.000465672 0.000143396 7.26907e-05 6.1773e-05 0.000181838 0.00183987 0.00138907 0.000612084 0.000157188 4.52136e-05 0.000185301 0.000196888 5.96408e-05 0.000134892 0.000259413 7.78274e-05 0.000931636 0.000157211 0.000284559 0.000109794 0.000148637 7.85057e-05
threshold=12.420159544750002 0.10176000000000003 -0.10978499999999999 46.435439118750004 -0.58319500000000002 39.852039223600009 -0.51760499999999998 212.20546459280004 227.64501646235001 23.543468673550006 42.206017975500011 144.12207640715005 -0.16164499999999998 62.020040611300011 16.245379570700006 -0.24023999999999998 94.109476856350014 42.206017975500011 86.345209775600011 44.026978245600006 93.469623821300004 0.10249000000000003 0.092015000000000027 -0.072755 37.882159664350006 -0.085550000000000001 88.501682544250016 20.911722254300006 33.995989817300007 86.26455603170001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 8 -7 -5 -11 -8 13 -13 15 -15 -17 20 19 -19 23 22 -22 25 27 -14 -27 28 29 -25
right_child=3 -3 -4 9 6 7 11 -9 -10 10 -12 12 17 14 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.028511663026850948 -0.053753089021807712 0.071984548074210647 -0.043026180687157134 -0.001868162274213615 -0.084627658699538588 0.059665523023533944 -0.015305829177535469 0.09378792702255441 -0.034255560174260527 -0.00066420448383540831 0.0010311782663910954 -0.10002918587840191 -4.6677973464979972e-05 -0.054589515419559309 0.079799521096629189 0.055937098626079998 0.00023295279730416868 -0.002790130439616637 -2.2210786445801984e-05 -2.5679624819953205e-05 0.00041245431199162376 -3.2473935132908302e-05 0.0028604588922075212 0.00013107020444716246 0.0041747939142906627 -0.00014699296057542842 -0.0030168892870413781 -0.00081361928957663613 0.0017566885859524033 -0.00064953564741344807
leaf_weight=0.001433187821035159 0.0012047070046007349 0.0011857003581443593 0.0019146761067835574 0.51266089812569404 0.0011505995777899561 0.0010355072474563798 0.0026306617110368738 0.0015056355028613133 0.0010769138722410698 0.50501624537413625 0.50657311937060712 0.0011934178923804365 10.053230551428621 0.0016214029156288922 0.0034372965260729416 0.00100450538103658 0.0010219502772685837 0.52797398797234929 8.5634193190398573 0.50315425017824289 2.5281649201682304 4.4307788409499533 0.52231246850149382 8.5632674341450947 0.55493491205692258 1.0040755465488489 0.52673911602285706 1.508528817869206 0.5141729143801691 1.5165252028523077
leaf_count=210 96 20 150 125 158 32 33 23 79 34 44 156 471 158 29 64 135 149 1128 33 137 66 51 574 129 18 164 49 35 83
internal_value=5.94927e-09 0.00966866 -0.0124015 -1.0168e-06 1.75937e-05 0.0210144 1.51436e-05 0.0459098 0.0117845 -0.000505692 0.000184792 1.75001e-05 1.84755e-05 0.0148375 0.0341856 -0.00879541 0.0278453 1.55063e-05 -0.000174707 -0.00144118 7.30364e-05 0.000319856 0.000831609 -3.13535e-06 0.000168278 -0.000190432 -0.0011345 -1.54327e-05 9.82251e-05 1.36265e-05
internal_weight=42.8629 0.00453356 0.00334786 42.8584 41.3342 0.00482276 41.3293 0.00361806 0.00211242 1.52425 1.01159 41.3282 41.3256 0.00827857 0.00708516 0.00364786 0.00202646 41.3173 9.59455 1.03113 31.7227 7.48126 3.05048 24.2415 12.6574 11.584 1.53081 12.1025 10.594 10.0798
internal_count=4633 380 360 4253 4050 230 3820 134 111 203 78 3662 3629 542 386 357 199 3087 1310 182 1777 254 188 1523 870 653 182 741 692 657
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=8 22 17 7 9 9 15 20 12 21 15 20 7 0 10 21 21 14 6 22 5 22 5 5 22 22 5 22 22 23
split_gain=5.8293e-05 3.27471e-05 0.000217109 0.00162598 0.000670995 0.000305559 0.000116049 0.000221933 0.000106359 0.000103171 8.80829e-05 0.000217157 7.29988e-05 6.32857e-05 0.0051426 0.000694086 0.000102008 5.82931e-05 9.86244e-05 0.00199769 0.00215967 0.00282892 0.00344548 0.001966 0.00100176 0.000398248 0.000252667 0.000144373 5.88464e-05 0.000241538
threshold=8.8430989333000021 0.0041150000000000015 179.03071761140004 23.781511574300001 189.68479361675003 66.544071737050004 36.776646943950006 41.257948413050009 102.11013250220002 8.1054293463000011 46.055224235250002 42.720329370750001 24.899526511700007 100.01333091085002 80.538140213850014 1.2847270946000002 9.1670574189500034 300.01056687215004 16.515385879350003 -0.0025899999999999999 21.363989181350004 -0.047144999999999999 22.958759589950002 19.480650800750002 -0.078504999999999991 -0.070854999999999987 22.825270530250005 -0.076544999999999988 -0.022394999999999998 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 -5 12 13 -12 -3 17 15 -15 -17 28 19 20 23 24 -23 27 26 -25 -22 -19 -4 -30
right_child=-2 6 10 8 -6 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.024996740781408677 -0.0010445201780589358 0.0012895554556551321 1.8375483023505477e-05 -0.10011544123544212 0.088312686827853329 -0.036316237479300774 0.0025163625009349492 -0.00036117899298189899 -0.058369078580347011 -0.0013202990845732189 -0.0023883615391050456 0.00052692976563264559 5.9442477657501739e-05 -0.015305800373428933 0.00025398415856919029 -0.092062462954192445 -0.057939874750938029 0.019051618637680692 -0.00024599384363027926 0.00023826108035980887 0.027482173572281238 0.063678720516237505 -0.085418840535956664 -0.093777591543656003 0.099094309977915157 -0.021423674358020495 0.058729673832581389 0.06545677203773087 -0.0022606642582709813 0.00080838073722060112
leaf_weight=0.0017647479055238518 0.52767712399477673 0.51802727766560508 29.605474912836865 0.0014240856450240538 0.0010597801665426232 0.0015068313566226933 0.56717886574119691 0.50816703796661855 0.0010679696051981208 0.51398626932580604 0.51546929205522285 0.50665207796733647 7.018487594538561 0.0016097882287402498 0.50419994888194486 0.0066322640672623612 0.0010094382931562507 0.0014539467990112845 0.50402253898792537 0.50183608458269147 0.0042880296179385585 0.0029215698053945962 0.0033012616410559303 0.0025526510618165688 0.0053952633175526907 0.0010836804012797074 0.0065260396102057028 0.0012441025482701207 0.52164661273677271 0.50438672716882138
leaf_count=180 204 267 1092 80 8 422 59 42 202 259 139 70 288 52 644 106 58 112 35 17 41 29 19 74 14 15 27 18 51 9
internal_value=4.20354e-08 1.3062e-05 -3.30434e-05 -0.0178689 0.0191585 -0.00324293 0.000180837 0.00115655 -0.082225 5.05069e-05 -2.93779e-05 -0.00094329 0.000143995 -3.4926e-07 -0.00110166 -0.0749834 -0.087555 1.7508e-05 0.000755759 0.00170733 0.0273354 0.0418956 -0.0154187 -0.024227 0.0638988 -0.0722151 0.0463393 0.0404496 -7.42753e-06 -0.000751955
internal_weight=42.8621 42.3344 33.2085 0.00682341 0.00433136 0.00327158 9.12585 1.07535 0.00249206 8.0505 33.2017 1.02212 7.53651 32.1796 0.513451 0.00925149 0.0076417 31.6661 1.03463 0.530603 0.0287665 0.0224322 0.00622283 0.00633438 0.0162093 0.00363633 0.0108141 0.00269805 30.6315 1.02603
internal_count=4633 4429 3514 892 610 602 915 101 282 814 2622 209 555 2413 860 216 164 1553 401 366 349 130 48 219 82 89 68 130 1152 60
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=8 19 15 22 18 5 5 5 22 17 8 22 0 23 18 22 15 5 15 6 22 20 20 21 21 12 7 12 22 12
split_gain=4.7182e-05 3.09202e-05 9.0403e-05 0.000158871 0.000105258 0.000281774 0.000102261 0.000513619 0.000105575 0.000128179 0.000209943 0.000122479 7.55532e-05 7.09463e-05 4.12909e-05 4.12718e-05 0.000187826 6.33625e-05 9.88834e-05 6.30431e-05 6.2827e-05 5.79467e-05 9.17798e-05 9.14264e-05 4.76477e-05 3.97035e-05 3.96763e-05 3.60893e-05 0.000123213 0.000214884
threshold=8.8430989333000021 14.351157895250003 46.055224235250002 -0.086139999999999994 13.876389391100002 20.608876568850004 21.556055031700001 22.217208590350001 -0.092614999999999989 192.44445991605002 8.6432548896500023 -0.093604999999999994 86.393602021950016 -0.54009999999999991 13.1052958007 -0.033594999999999993 44.483611103700007 22.958759589950002 36.136500007950012 14.745344522600002 -0.045684999999999996 38.238138001450004 35.476804824450006 2.0043664108500008 2.4659823166500003 227.12825541940001 23.365573965200003 147.16347997815004 -0.088039999999999993 207.49943573995003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -4 5 -3 12 -8 11 14 -11 -9 -7 -1 -10 16 20 18 19 -17 21 22 -15 -23 -25 27 -19 -26 -29 -30
right_child=-2 2 3 -5 -6 6 7 8 9 10 -12 -13 -14 15 -16 17 -18 26 -20 -21 -22 23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.026517900775313644 -0.00093943288724442509 0.0025318101386809541 0.00049230444902965346 -0.0020036172609118586 -0.0011853902499807064 -0.00074546615279957689 0.003413238714293056 -0.0018494236094854439 0.00025758130436656922 0.0027325616976699349 0.00026594550388814515 0.00035129886847125265 8.3180805432561574e-05 0.00019926837178432436 -0.00053280093673037452 4.0092637578806708e-05 -0.002023159487776616 0.0014854980270921116 -0.0013247802735342146 0.0011652546423284213 -0.0007002594008725957 0.0013311973550192255 -0.0017033359148769225 -0.00097775493278674862 0.00011304331979307327 0.00087683244487740816 0.00023273396047846634 5.974781857288638e-06 -0.0026359428351661121 0.00026303208752379421
leaf_weight=0.0010053031513653768 0.52801436603427632 0.52651044869344055 0.50453835000648795 0.51568494773380169 0.51865151120223707 1.5160062727791208 0.533668673700049 0.51048655822637556 1.9115206987771709 0.52594706267336722 1.0033223143618668 0.50116079300641636 4.0126785184984328 0.50370041532257692 1.010313905062503 8.5303477032843631 0.514332974140287 0.50780380937648029 0.51040847439378545 0.52884689130171914 1.5148860263932196 0.51552932883366409 0.5105143285347985 0.50547591875106235 8.0494678571863201 0.50974679508661047 0.50345038698944222 4.5124252440945236 0.51965403501662499 0.50336882442146447
leaf_count=89 204 65 86 75 140 54 52 42 31 45 11 2 100 282 26 726 77 165 82 84 46 264 299 55 539 525 14 340 77 36
internal_value=1.69486e-08 1.1735e-05 0.000136021 -0.000769291 0.000209498 0.000269528 0.000166178 0.000452199 0.000162929 0.000372512 0.00111427 -0.000759206 -0.00014404 -4.70351e-05 -1.57176e-05 -4.79643e-05 -0.000139438 0.000109025 2.94752e-05 0.000105776 -8.45289e-05 -2.67008e-05 -0.000758425 2.23957e-05 -2.3818e-05 1.0393e-05 0.000861813 -2.21184e-05 -0.000218666 -0.00120953
internal_weight=42.8595 42.3315 13.5905 1.02022 12.5703 12.0516 11.5251 5.99642 5.46275 4.4511 1.52927 1.01165 5.52868 28.741 2.92183 28.74 18.1591 10.5809 9.5696 9.05919 17.6448 16.1299 1.01421 15.1157 14.6001 14.0947 1.01125 13.5849 5.53545 1.02302
internal_count=4633 4429 729 161 568 428 363 209 157 113 56 44 154 3700 57 3611 2540 1071 892 810 2463 2417 581 1836 1572 1517 179 992 453 113
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=8 0 17 5 21 23 22 3 16 20 5 8 23 21 20 14 5 17 13 21 6 22 22 5 8 21 22 22 22 18
split_gain=3.81945e-05 3.06899e-05 0.000157999 0.00479545 0.00206074 0.000889886 0.00129564 0.000607751 0.000648829 0.000235012 0.00014643 4.84454e-05 5.10904e-05 4.39778e-05 0.000106788 0.000105195 9.63004e-05 0.000143491 0.000106049 7.35466e-05 7.08098e-05 0.000149173 0.000296575 0.000421517 7.672e-05 0.000288909 0.000393422 6.95058e-05 0.000163065 6.62561e-05
threshold=8.8430989333000021 98.230883170350012 176.09745774210003 16.316541761950003 8.449163415300001 0.092185000000000031 0.15915000000000004 87.399085362750014 18.594956516900002 48.109449608500007 14.47989612135 8.1436447804000007 0.088075000000000028 4.6633733285000014 39.656620114300004 274.77420769625007 22.245176011200005 184.58362717140002 117.54745483760001 4.8542393434000006 16.465384711100004 -0.057599999999999998 1.0000000180025095e-35 21.072048321250005 8.543332867800002 7.6045750414500004 -0.11051999999999999 -0.094409999999999994 -0.10434500000000001 13.679220276500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 11 -7 8 -1 -9 -3 12 -4 15 -15 16 18 -18 27 -16 24 -22 23 -23 -21 -26 -27 28 -5 -29
right_child=-2 10 3 13 -6 6 -8 9 -10 -11 -12 -13 -14 14 19 -17 17 -19 -20 20 21 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.0059875512031272102 -0.00084496516176471885 -3.2443510186969028e-05 0.065946282629076522 5.1570440669508863e-06 -0.037559158065004178 -0.056710910228671009 0.097130114148480828 -0.042782926603644536 0.10000741998749488 0.016372424021502723 -0.0018289019948871982 0.099315842254193612 0.096971246724716936 0.0014949498585743999 0.00090012239269337863 -0.0015183102169177476 -0.00011460357907073116 0.001938664752357253 -0.0011467633614788983 5.7386569738204974e-05 7.0203666078058274e-05 -8.864859671376577e-05 4.5099957123281072e-05 -0.004155853803376193 -0.00022112067184598553 -5.9983300327717581e-05 0.0038450708229460688 -0.0010260981452348088 0.0019169210285652175 -0.00013989078780244295
leaf_weight=0.0010076308781064034 0.52831775616599586 4.0138005986042087 0.0010400806641963356 3.5073692749404737 0.0017510972070050876 0.0010553960375006008 0.0011374437381164171 0.0014168034321676553 0.0013529185362131102 0.0012768163552892009 0.51155639055707158 0.0060974481593802921 0.0010839574399312824 0.53372427803990063 1.0103970878153656 0.52468438498770353 0.85562880259308005 0.56517584973425983 1.0145704903261492 12.083205787074297 6.049723075063099 0.49986011066357539 1.5111172290790804 0.51978425566920805 1.5065608639047252 0.50117119253263809 0.53169405260508618 1.0128500568441721 0.5111866564111559 5.0496687730618532
leaf_count=69 204 1456 63 162 110 22 19 539 10 75 236 16 7 143 18 357 35 64 26 464 153 3 30 42 23 12 46 88 19 122
internal_value=3.96676e-08 1.05859e-05 4.00448e-05 3.7681e-05 0.0628119 0.0796886 0.0230877 0.0177197 0.0547621 -0.0147424 -0.000235519 0.0947852 0.0817792 1.74717e-05 9.57844e-05 -0.000131137 -7.29869e-05 0.000702157 -0.000172245 6.49434e-05 2.85749e-05 -0.000199475 -0.000844136 -0.00216199 0.000162394 0.000662042 0.00195024 -7.4168e-05 0.000248346 -0.000287947
internal_weight=42.8593 42.3309 37.8056 37.8005 0.0121654 0.0104143 0.00219284 0.00505417 0.00236055 0.00269362 4.52536 0.00822149 0.00212404 37.7884 24.7472 13.0411 12.5164 1.4208 11.0956 24.2135 23.2031 8.58048 2.53076 1.01964 14.6226 2.53943 1.03287 10.0811 4.01856 6.06252
internal_count=4633 4429 2737 2044 237 127 41 693 79 614 1692 86 70 1807 934 873 516 99 417 791 773 228 75 45 545 81 58 391 181 210
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=16 20 12 20 14 8 4 21 22 6 6 13 23 5 12 12 15 10 21 5 9 5 5 18 21 7 6 17 10 9
split_gain=4.81815e-05 2.8961e-05 0.00438674 0.00218387 0.00107837 0.00103377 0.000793249 0.000535838 0.00375426 0.00278751 0.00252137 0.00383146 0.00158935 0.00127881 0.00192733 0.000879253 0.000639369 0.000213414 0.000157767 0.000129468 0.000112489 7.80277e-05 0.000105789 3.65407e-05 0.0031211 0.000401737 0.000106647 9.63053e-05 0.000309671 0.000147957
threshold=22.794946695500006 38.474425342400004 82.846568806150017 38.911218973650008 151.17331664065003 8.1436447804000007 154.38970227190003 1.8675847688500002 -0.0057149999999999996 16.665389384150004 16.425383776450001 117.41840884735002 0.091290000000000024 18.057701168700003 157.18216850795002 169.21982098175002 35.293770423450006 62.068432857650002 2.0976681454000006 19.768819263000005 194.03220695150003 18.057701168700003 17.513369806650005 13.360173059150002 2.2933574171000006 23.209106085000005 16.375382608200002 188.13858192940003 61.966271448700006 192.57902085675002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -3 -4 -5 -6 8 9 10 11 13 -10 14 -8 20 -15 -13 -9 21 -12 22 -1 26 -25 -26 -20 -28 -29 -30
right_child=-2 2 4 5 6 -7 7 18 12 -11 15 17 -14 16 -16 -17 -18 -19 23 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-5.6835323429660252e-05 -0.00092581614682637938 -0.10076657432227319 -0.10004555538019087 -0.082177674138142823 0.053622015291782156 0.024244287578108217 -0.086648303652300807 -0.001758260535012577 -0.092488055220177057 -0.1000525942446317 -0.0086375398856403506 -0.046649175877814392 0.044976802816687922 0.087209053621216948 0.060186013717544895 0.087354147171587043 0.025731499496441684 -0.10004463030425732 -0.0012532329663122019 0.0013375010667170952 0.037622571416866951 -0.0011513359964379448 0.0014995338937137202 0.094932350169360857 -0.0028253755761631916 -1.1354579385502877e-05 -3.6232406839461074e-05 0.0028559100072455385 0.0013394842859282363 -2.6637196756941631e-05
leaf_weight=3.0207067262958121 0.55465341120617395 0.0064410441491248305 0.0010773409737357955 0.0013201458935245824 0.0027589760064817828 0.0029578912682879377 0.0017196365955575443 0.50999558802427358 0.0041483711156103656 0.0015896136005935082 0.0010184886965589621 0.0011004939904069042 0.0010549760624736781 0.0042955957536605638 0.0018616876888504774 0.0085916232530962588 0.0027907119660142143 0.0023405257597914897 0.51506879088925295 0.8826229435792462 0.0010862863709917292 0.51328215935745891 0.51054896834731245 0.0034585609601432967 0.51820493713731153 24.167339291314644 6.5440916995432685 0.52010520254714343 1.0224306875700859 3.5297122578128466
leaf_count=522 110 4 11 34 10 35 48 109 72 17 62 47 45 34 93 39 30 10 174 345 4 82 31 20 301 1762 390 46 82 64
internal_value=1.61902e-07 1.23026e-05 -1.77385e-05 -0.0639809 6.10475e-07 -0.00859613 3.49511e-06 -4.64315e-07 0.0130163 0.0283207 0.0365474 0.00878708 -0.0646171 0.0383842 -0.0103191 0.0731635 0.0629981 -0.0829679 -1.14822e-05 0.000240189 0.0152376 7.27503e-07 0.000168185 1.27122e-05 -5.71187e-05 -7.04272e-05 0.000154827 0.000217261 0.000544311 0.0002802
internal_weight=42.8584 42.3037 37.3766 0.0107191 37.3658 0.00427804 37.3648 37.362 0.031598 0.0263947 0.0248051 0.0141087 0.00520335 0.0106676 0.00358132 0.0106964 0.00708631 0.00344102 37.3304 4.92716 0.00210478 4.04454 3.53126 36.8204 24.689 24.6855 12.1314 11.6163 5.07225 4.55214
internal_count=4633 4523 3543 73 3470 69 3459 3449 501 384 367 262 117 205 141 105 64 57 2948 980 66 635 553 2839 2083 2063 756 582 192 146
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=8 18 7 19 14 0 20 22 3 3 18 13 19 23 20 15 15 23 0 5 15 5 21 23 9 16 23 7 6 13
split_gain=5.62162e-05 3.35741e-05 5.54192e-05 0.0001874 6.70401e-05 4.87023e-05 0.000547431 0.000214722 0.0014454 0.00116985 0.000894898 0.000272677 0.000319909 9.32602e-05 7.93355e-05 6.87542e-05 6.77853e-05 0.000516333 0.000107185 5.61325e-05 3.77116e-05 4.97113e-05 3.43664e-05 6.85539e-05 3.29732e-05 3.18126e-05 2.85952e-05 2.50344e-05 4.22686e-05 0.000424801
threshold=8.8430989333000021 12.880535946600002 22.721067571950005 14.351157895250003 144.12207640715005 86.345209775600011 41.741384785950011 -0.15689999999999998 92.585121096400016 91.496295553550013 14.549241649450002 104.09978726910002 11.950964240300001 0.10336500000000003 33.361153777850006 16.701926737050005 37.882159664350006 0.093185000000000032 86.538778761000017 24.458659404000002 40.42701969085001 20.852055640250004 6.0799633573000014 0.087935000000000027 186.16747084260001 22.654947022900004 0.076615000000000016 22.907491544400003 14.845346859150002 116.99094400460001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 20 -4 6 13 8 9 10 -7 12 -12 19 -9 -16 18 22 -17 -6 21 -3 23 26 -1 27 -18 -20 -29 -30
right_child=-2 2 4 -5 5 7 -8 14 -10 -11 11 -13 -14 -15 15 16 17 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-8.0018425562573874e-05 -0.0010258523505943351 0.00016256830803504626 -0.024872710948732776 0.0021175067268829075 0.00086157860081722193 -0.072248206225662942 -0.0033136675678281415 0.022989801596723682 -0.077489603383972594 0.098376823827049598 0.022835043874623734 0.047775247131863818 -0.045713157396506686 -0.00031626765161227175 -0.019689361627062429 -0.0014627750775501702 -0.00017046514140930274 0.0032839030223948771 -0.00049920539548970507 -0.00010077101063508565 0.00091083475628970221 -0.00092364309769325098 0.00028687157129549584 -0.0012490415411570621 -0.0010710736879716376 0.00079143580841313857 0.00069690988754593204 -6.4389856381034903e-05 0.0028756708003824741 -5.6572505923666161e-05
leaf_weight=0.86037562337089812 0.52749570440138072 2.5052096710521869 0.0010844174285001831 0.53848422589362588 1.5270338076180254 0.0016496464165206629 0.53736595417399868 0.0015075315192153429 0.0026750708166218828 0.0012073621481931696 0.0017206900990759735 0.0015556385005108808 0.0011265736805319976 3.5180000551627018 0.0017646488290335985 0.50766071853286732 1.499901328643318 0.5454610703137347 1.0060953227462714 1.0050136061195756 0.50862000292855203 0.50652268313653603 3.0167139770964724 0.50986837797118401 0.55051763020983913 0.50439896759689773 0.50909010274023092 17.08998713027831 0.55481020968886596 4.5126455401864405
leaf_count=531 204 221 10 164 51 53 172 114 10 19 324 63 148 33 510 10 20 80 20 22 25 240 46 57 34 13 68 1075 176 120
internal_value=1.11488e-07 1.28971e-05 2.94351e-05 0.000380142 -9.1847e-06 -8.45316e-06 -0.000254865 4.51716e-05 -0.0146537 0.00849959 -0.00942912 0.0141075 -0.00428735 1.68187e-05 4.99976e-05 4.88547e-05 5.00059e-05 0.000348446 -2.50626e-05 0.000479605 0.000114389 -2.01142e-05 5.91938e-05 -0.000213485 -0.000466719 5.77529e-06 4.93327e-05 -1.13329e-05 1.08198e-05 0.000264464
internal_weight=42.8556 42.3281 40.9172 4.05884 36.8583 36.8573 6.58741 30.2698 0.00993498 0.00725991 0.00605255 0.0044029 0.00284726 6.05005 30.2599 30.2584 30.2566 6.08103 24.1756 2.53205 3.52035 3.01173 5.53557 2.51886 1.41089 23.6679 2.00899 23.1635 22.1574 5.06746
internal_count=4633 4429 3864 650 3214 3204 278 2926 617 607 588 535 472 106 2309 2195 1685 271 1414 73 486 461 191 145 565 1404 88 1391 1371 296
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=8 8 19 5 10 22 22 22 6 8 7 22 17 13 18 2 5 0 9 16 9 3 13 3 6 3 13 6 18 17
split_gain=4.5505e-05 2.97553e-05 4.95787e-05 0.000125869 3.90639e-05 0.000249697 0.00135124 0.000644413 0.000677759 0.000479512 0.000583166 0.000505697 0.000154366 0.000129221 0.000351272 0.000223688 0.00401313 0.00431592 0.00343815 0.000204962 0.000362655 0.000193566 0.00155685 0.00146534 0.00125393 0.000707356 0.00068291 0.000548216 0.000110401 0.000325849
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 23.499898996300001 61.987779113750001 -0.16533 -0.16077499999999997 -0.25224999999999992 15.975373262050001 8.4434108459500017 23.322419822750003 -0.58835000000000004 181.31611693365002 117.55283175385001 12.854871756700001 210.71970372160004 22.533652790000001 87.028078140750011 202.38851837455002 22.624947093000003 193.49750438550004 93.017962855400015 117.45067034490002 90.730084986350008 15.885371159150003 82.705037467000025 115.13321943645001 12.145283772600001 13.565012728250002 191.32023496460002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 28 7 -7 9 12 10 -6 -12 -9 14 -8 -16 21 -18 -19 -15 -21 22 23 24 25 27 -27 -17 29 -1
right_child=-2 2 3 -5 5 6 13 8 -10 -11 11 -13 -14 19 15 16 17 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00018418830140716613 -0.0009226565416925877 -2.0344618839501975e-05 0.0019814109910934246 -0.00024296864847125942 0.068627723340869251 -0.092275179941518792 -0.047598358271420303 0.035440857089348819 0.089746455728614408 -0.053662715075499162 0.019558171451986222 -0.065867031987569116 -0.018928638854769714 0.00016558570148621774 -3.8609513281304096e-06 -0.0073474459302410398 -0.10014016335429912 0.094642195041560878 -0.055708072457695379 -0.00012035654007004527 0.0036252802538927322 -0.0009364648382258825 0.090079090754159138 -0.1000944894720015 0.10001209538372019 -0.08778723792083705 -0.0037180015248484879 0.058108845841160731 0.00051257426255376152 -0.0028226692568079632
leaf_weight=4.4448573005346068 0.52782705379355732 1.5013125617888354 0.51551337727414648 0.50222014762624667 0.0012674216329053478 0.0015858522882074002 0.0015532792683349275 0.0010134925228984324 0.0019173560785503696 0.0015173668575556576 0.0018497468979703454 0.0011081127159261279 0.0010772776282299799 3.5311795728416504 28.217890943987044 0.0029268717701433911 0.0084560684586953982 0.0026943136498349682 0.0034924766649027106 0.51315672945661084 0.52085725697156704 0.49800089364089217 0.0021139428476999464 0.0013757163601439979 0.0013402496224443903 0.0015078998387850762 0.0026899454023805447 0.0022733591903261186 1.5172587954774455 0.52315866568756764
leaf_count=634 204 16 30 26 132 46 33 135 32 32 168 142 91 93 1789 455 45 19 27 35 41 7 27 6 11 164 25 55 53 60
internal_value=1.11768e-07 1.16188e-05 0.000344923 0.000883748 -9.47253e-06 3.42289e-05 2.95456e-05 0.0160344 0.0468058 -0.00544282 0.0118737 -0.012445 0.00742676 3.39399e-05 -4.45488e-05 -4.19791e-05 -0.00208349 -0.0537023 0.00976865 0.000528171 0.00176641 -0.000607887 0.0108928 -0.00292543 0.00952316 -0.00338137 -0.0339163 0.0212678 -0.00023402 -0.000462034
internal_weight=42.855 42.3272 2.51905 1.01773 39.8081 33.3228 33.3131 0.00975077 0.00400813 0.00574265 0.00422528 0.00295786 0.00209077 33.3115 28.7463 28.7448 0.526872 0.0146429 0.00618679 4.56519 1.03401 0.512229 0.014228 0.012114 0.0107383 0.00939808 0.00419785 0.00520023 6.48527 4.96802
internal_count=4633 4429 72 56 4357 3610 2878 732 258 474 442 310 226 2832 2663 2630 841 91 46 169 76 750 743 716 710 699 189 510 747 694
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=16 5 8 4 19 18 16 8 5 21 15 22 15 21 20 2 10 13 3 15 9 15 23 5 22 6 9 6 16 16
split_gain=3.99885e-05 7.13839e-05 3.68474e-05 8.95284e-05 2.86069e-05 0.000306583 0.00145277 0.000429835 8.96252e-05 8.33292e-05 0.000153804 0.000113372 0.000463008 8.82132e-05 0.000188306 7.38103e-05 4.06443e-05 0.000569963 4.34247e-05 3.75669e-05 5.73163e-05 3.24476e-05 0.000115304 5.89197e-05 0.000291789 7.98696e-05 0.000344452 4.59471e-05 2.27267e-05 0.000247278
threshold=9.7049773055000017 9.1899936892500005 8.8430989333000021 141.79569928155004 14.351157895250003 12.880535946600002 22.604947139800004 5.1459841250500009 20.201591378100002 15.191342547400001 46.055224235250002 -0.066979999999999998 38.86986296220001 5.2921303083500009 41.289992964000007 108.01392853780001 62.020040611300011 117.62810858150002 93.571785230250015 44.732387748900003 200.52256857420005 39.558912554250007 0.094385000000000011 20.872540794500004 -0.094409999999999994 14.845346859150002 193.00469145105004 14.545339849550002 18.714956236300004 15.564963602350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -6 10 11 13 -13 14 -10 -15 17 -7 -19 20 -17 23 -23 25 -25 27 -27 28 29 -18
right_child=1 2 -4 4 8 16 -8 -9 9 -11 -12 12 -14 15 -16 19 21 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.015698580520489055 -0.021443615077750527 0.028245739566649386 -0.00082989547759287582 -0.0035856984530086922 0.0014144357905085648 -0.0034262486897571748 -0.064234156610042961 0.072952386902158481 -0.00013212755063735253 0.001315663513268831 -0.0016644354584919429 3.0104275251828381e-05 0.0031509786508775333 0.00071861872285387156 -0.0022823870054368384 -0.00072135371076155605 3.101907762567761e-06 0.00054549677324816127 -0.00021307183673728082 0.00034128113879570076 9.3894997054403022e-05 7.3551205370494908e-07 0.0016778729394320289 1.357844985363757e-06 -0.0026039926403642281 -5.2260124152752767e-05 0.0027931887788529143 -0.00097219560821652459 0.00010048134072649974 -0.002243275890898443
leaf_weight=0.0016225567783781916 0.0015524254297635256 0.0011229727259650648 0.52812513509323267 0.0016669002538617353 0.52190314736604548 0.51727898565879415 0.0036130331213826139 0.0013106988162618904 1.8588474996031403 0.52229977146247186 0.51577634272977313 2.5155976156020166 0.58613676432605633 1.5185348599188726 0.52153700918552193 1.5097660330645797 8.0378948178368006 1.5097821799790838 1.5088254209507637 1.5046637817679309 2.011147882088153 2.0092485239827798 0.51499739271946499 2.5026351139347338 0.51901925130348203 2.0085034202484162 0.53975698570400243 0.52336299692426891 8.0137950274255179 0.52184159126183693
leaf_count=592 484 24 204 457 87 130 16 20 32 59 145 38 93 57 136 34 693 18 50 12 30 91 45 109 103 38 152 186 105 393
internal_value=4.41676e-08 -5.50265e-07 2.2662e-07 1.05858e-05 9.83654e-06 -4.66986e-05 -0.0216123 0.0301053 0.000129403 7.80674e-05 2.6529e-05 9.90504e-05 0.000619858 -8.19578e-05 -0.000603245 0.000107657 -4.1751e-05 -0.00035924 0.000166333 -7.69514e-05 -0.000255683 2.81275e-06 0.000342906 -3.5061e-05 -0.000446154 2.81699e-05 0.000550446 -4.96743e-05 -2.05427e-05 -0.000133848
internal_weight=42.8522 42.8505 42.849 42.3209 42.3197 28.7335 0.00659063 0.0029776 13.5862 13.0643 12.542 12.0262 3.10173 8.9245 2.38038 6.54411 28.7269 3.53589 3.01861 5.02558 3.52091 25.1911 2.52425 22.6668 3.02165 19.6452 2.54826 17.0969 16.5735 8.55974
internal_count=4633 4041 3557 3353 3329 2606 493 477 723 636 577 432 131 301 168 133 2113 198 68 76 64 1915 136 1779 212 1567 190 1377 1191 1086
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=16 8 17 16 6 17 20 20 16 4 21 20 17 9 17 13 23 20 13 5 15 21 3 3 21 3 9 22 10 20
split_gain=5.78097e-05 2.86095e-05 0.000119557 0.000293504 0.000129258 0.000162758 0.000104519 0.000313272 0.00103371 7.80299e-05 6.13748e-05 5.88433e-05 0.000122928 5.62782e-05 9.09681e-05 6.86763e-05 5.28164e-05 4.95209e-05 0.000100497 5.92606e-05 0.000225201 0.00699309 0.00298741 0.00685729 0.000860965 0.000819577 0.000144081 7.56005e-05 7.55687e-05 0.000138939
threshold=22.794946695500006 8.543332867800002 194.99099661610003 22.584947186600004 16.375382608200002 181.57898176000003 34.969856643350006 33.361153777850006 19.314954833200002 143.58239362595003 15.551195696050002 40.00488309970001 189.5403704096 201.65416293750005 188.51582982015003 117.67650082785001 0.097645000000000023 36.859113051050009 109.64607639220002 22.665750084250003 42.968808980200009 13.367933388000003 93.609423644100005 93.716961969300016 9.1160291298000029 94.001938531150003 185.62570708695003 -0.074029999999999999 62.046925192600007 41.184662530950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 16 5 -3 7 8 -1 -8 17 12 -6 14 -13 -15 -4 18 -11 28 21 22 -21 -24 25 -25 -26 -22 29 -19
right_child=-2 2 3 -5 11 -7 9 -9 -10 10 -12 13 -14 15 -16 -17 -18 19 -20 20 27 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.074306687441920705 -0.0010146241786160857 0.00019407042761434537 0.00050096037545389459 0.0028611977375790215 0.0019105069962676077 -0.0023361009462040134 0.027852420431743505 -0.050675071797534735 -0.06007621409152461 -3.785155321361704e-05 -0.0011063875189171047 -0.00028655151722384585 -0.0002912316923266663 -0.0014734714557163428 0.00066369542443527225 -4.5392255277101319e-05 -0.00067752950231107453 -0.00015489051122446077 0.0016806697025995969 0.085800716721758097 -0.00013991536918113269 -0.00031422603978591103 -0.10017253881870146 0.080545154487484658 0.062904173446763689 -0.041728297465576131 0.10005784449268174 0.0011534783025575366 -2.6116614714636607e-05 -0.0015013728749178386
leaf_weight=0.0011460250705644234 0.55422399354840379 0.50154236462458157 1.5244804348857783 0.5241258571734021 0.51352830866616705 0.51561130406832945 0.0010036024374490129 0.0015824771696123091 0.0011436322856006598 1.0071593445563465 0.52274298993238844 2.0094871553309304 0.50095733123635 0.50775516435304957 2.02027276697088 0.99985495916916989 0.50668932182666981 3.0155303442919457 0.5139237210778641 0.013529754575897807 3.3711049344257344 0.50274496613150799 0.0034940164441650268 0.0010419718164484948 0.0014105054382933524 0.0011567513501353488 0.0040144468657672405 0.52188379571805743 21.660693444868237 1.0274477215212798
leaf_count=210 110 10 114 78 34 60 18 109 62 163 310 39 12 59 32 5 30 46 60 39 139 28 8 3 73 289 4 85 2321 83
internal_value=5.98066e-08 1.33553e-05 0.000159965 0.000751394 -3.9702e-05 -0.00108851 -3.27805e-05 -0.0164612 0.00718545 -3.0803e-05 -3.16729e-05 0.000123122 0.000823279 -5.15122e-06 0.000189844 -0.000526362 0.000206978 -1.39198e-05 0.00054278 -4.20298e-05 0.000296186 0.00223542 0.0542417 0.0158356 0.0690035 0.0162169 0.0903978 3.34736e-05 -0.000100194 -0.000497074
internal_weight=42.8513 42.2971 10.1243 2.5553 7.56901 1.01715 32.1728 0.00387213 0.00228966 32.1689 32.1679 6.55186 1.01449 5.53737 4.02976 1.50761 2.03117 31.6451 1.52108 30.1241 4.42038 0.527392 0.0246474 0.0111177 0.00762368 0.00219872 0.00542495 3.89299 25.7037 4.04298
internal_count=4633 4523 473 222 251 70 4050 381 272 3669 3651 181 46 135 71 64 144 3341 223 3118 668 444 416 377 369 292 77 224 2450 129
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=16 23 12 21 22 4 10 23 22 23 15 12 23 7 9 15 22 23 22 20 19 19 22 7 23 19 22 21 23 7
split_gain=4.67978e-05 2.59429e-05 0.000117337 0.000118103 9.43831e-05 9.13082e-05 0.000227182 8.17708e-05 0.000190194 6.75394e-05 0.000342427 0.000100073 9.13856e-05 0.000132664 0.00241702 0.000924986 0.000124994 0.000236806 6.50206e-05 9.4727e-05 4.5329e-05 6.22138e-05 0.000306589 5.28991e-05 4.46747e-05 5.41011e-05 5.99283e-05 4.89758e-05 0.000198903 4.45657e-05
threshold=22.794946695500006 0.10487000000000003 165.75658866060004 5.0655779142000013 -0.07490999999999999 143.58239362595003 68.20618276945001 0.11458500000000002 -0.088039999999999993 0.096480000000000024 37.882159664350006 127.48316811305001 0.094780000000000017 22.172877373800002 185.00606802455005 34.139075990150012 -0.23381499999999997 -0.15544999999999998 -0.027754999999999998 41.444941515100005 14.651182102100002 14.451165964200003 -0.085550000000000001 22.835261448650005 0.091885000000000022 14.351157895250003 -0.096559999999999993 2.2033311313000001 0.080375000000000016 23.473156321500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1 8 -5 12 11 -11 13 14 15 16 -7 -18 -9 -20 21 24 23 -23 27 26 -26 28 -15 -25
right_child=-2 2 3 7 -6 9 -8 18 -10 10 -12 -13 -14 20 -16 -17 17 -19 19 -21 -22 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.012636904649221629 -0.00091238857335719558 -0.0015674925967722434 -1.4709823067802184e-05 -4.2507542509802345e-05 0.0019142610160167814 -0.026562555558313536 0.053453982729581163 -0.00017651712980518749 -0.0024110030090013007 0.00019235882573193617 0.0021503123632849383 -0.0013316423393209497 -0.0013324723567752206 0.00070416065533661604 0.097902057750521479 -0.10003261191979301 0.044310138740624068 -0.019614590565093001 0.0016733396841408375 -0.00026156712992889266 0.00095112543959669524 -0.00064008723054604939 -0.002604610349368576 0.0012728947001811374 0.0012235349546318094 0.0012860076737084619 7.1297606822861754e-05 1.4233348211331677e-05 -0.00205943326539844 -5.5706228250109824e-05
leaf_weight=0.0010219942444454891 0.55467163867773095 0.54175292344277082 0.50124014440085796 1.0027301140677587 0.51352765363049213 0.001203713199031016 0.0010590853071335005 4.5111205894228146 0.51223809065269188 2.5115573598681076 0.90201524150478452 0.52009606795975472 0.50675220730936743 0.51679087924254663 0.0023023193800852937 0.0012674523911755387 0.0011889420975500012 0.0011305401399289003 0.50839438387629587 0.50370510679321967 0.51222347484122011 0.50749267858688396 0.52813226554311477 0.50706722741277566 0.50859424765122607 0.51145197593328351 4.0129169744993343 20.618640209130287 0.52499811183455392 0.50283436031946849
leaf_count=30 110 178 41 16 56 278 10 88 47 65 98 193 78 342 25 23 178 353 16 29 33 35 134 32 70 14 111 1629 285 36
internal_value=1.7962e-07 1.21472e-05 -0.000142937 -4.71013e-05 0.000961454 5.16983e-05 0.0209975 -0.000192515 -0.000843339 5.04048e-05 0.000439832 -6.90916e-05 -1.06095e-06 2.19991e-05 0.0136965 -0.0267716 -0.000416267 0.0131526 -1.40002e-05 0.000710369 1.86832e-05 2.06399e-06 -0.000529441 0.000192826 4.27935e-05 0.000311174 0.000200905 -1.95667e-05 -0.000688522 0.000611379
internal_weight=42.8501 42.2954 8.59471 8.05296 1.01477 33.7007 0.00208108 7.03819 1.51497 33.6987 3.93367 3.03165 29.765 29.2582 0.00709297 0.00479065 0.0035232 0.00231948 5.52322 1.0121 29.2511 28.7389 2.04553 1.51739 26.6934 5.03296 4.52151 21.6604 1.04179 1.0099
internal_count=4633 4523 471 293 97 4052 40 196 63 4012 356 258 3656 3578 857 832 809 531 133 45 2721 2688 237 103 2451 195 181 2256 627 68
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=8 18 14 20 19 20 7 21 16 10 18 6 4 9 16 23 23 21 6 23 6 22 22 22 20 20 16 22 6 20
split_gain=5.82546e-05 4.69974e-05 9.90165e-05 6.04664e-05 4.89074e-05 0.000272578 0.000177667 0.000119379 0.00021975 9.01424e-05 0.000143892 0.000180662 0.000127942 9.88964e-05 4.50232e-05 3.69356e-05 0.00016532 4.11759e-05 3.96026e-05 5.0853e-05 0.000258325 4.18291e-05 8.82234e-05 5.4117e-05 0.000165255 8.16163e-05 0.000146321 3.66121e-05 3.18016e-05 2.89459e-05
threshold=8.8430989333000021 12.880535946600002 144.12207640715005 33.036871954450007 14.351157895250003 40.040404835300002 22.773029501100002 4.7516206878500009 22.534947303500005 62.041548276350007 13.602243858600003 15.785368822600002 239.38000160390004 200.77913281735002 22.624947093000003 0.10487000000000003 0.11458500000000002 9.6397968770500011 16.535386346650004 0.096480000000000024 14.325334709150001 -0.101255 -0.14174999999999999 -0.059424999999999999 40.21994457600001 42.371983470600007 22.674946976100003 -0.080234999999999987 11.865277230300002 36.165040341950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 15 -6 -7 8 -8 13 12 -12 -11 14 -9 18 -17 -18 19 21 28 22 -5 24 -23 -26 -27 -20 -21 -25
right_child=-2 2 3 4 5 6 7 9 -10 10 11 -13 -14 -15 -16 16 17 -19 27 20 -22 23 -24 29 25 26 -28 -29 -30 -31
leaf_value=-0.00055446424524532986 -0.0010443713442415425 -0.029270681263987637 -0.023416026042083926 9.1596274454872805e-05 0.0024195712087252599 0.0018822005430252299 0.0004822929118649098 0.00033759473477888252 -0.0024340968823422168 0.0010850692699468359 -0.00023459382162357526 -0.0025417351503307394 -0.00036700356872460823 0.00093600126823075629 -0.00035316971802885682 -0.0019710710312722726 -0.00091991951700746879 4.0919915045317139e-05 -9.3149477109481601e-05 0.00019645679553397145 0.0024352369317659421 -0.0020241874599152962 0.0015562768598522641 0.00058095341989977613 0.00013928702844189745 -0.0020665388670830487 0.00032533215400288272 -0.00080657924982621525 -0.00077735109561087416 1.9843750446613657e-05
leaf_weight=1.4098372931853322 0.5273323843261214 0.0011530755100314085 0.0010995904552463234 2.0091353549987612 0.53022380582308315 0.53444007334060728 0.50570276928919955 2.5150724301217782 0.52826126135238383 1.0155434994212555 1.0031725778482607 0.51295507562327802 1.5075591921238249 2.01946724863393 1.5101270513594327 0.52296865569505868 0.51087320135085335 3.5126605653588081 2.5010570602543578 1.0017134696543046 0.53124180906709728 0.51560532556178174 0.5170818385120447 1.0071353819444855 3.010832890325057 0.5219109186656874 0.50153192544257763 1.0097221721336342 0.504123718536995 10.550526669676861
leaf_count=565 204 13 212 839 80 149 67 37 152 24 20 50 37 38 22 121 87 75 91 94 80 134 266 53 137 187 7 27 64 701
internal_value=1.90251e-07 1.32053e-05 3.27669e-05 3.35928e-05 3.4223e-05 0.000202124 0.000101222 1.56098e-05 -0.00100772 0.000120538 -0.000245215 -0.00101517 0.000217453 0.000364945 7.84418e-05 -3.69776e-05 -0.000298478 -8.10791e-05 1.21884e-05 6.49286e-05 0.000539307 1.30685e-05 0.000391396 -4.62663e-05 -0.000338404 -0.00012295 -0.000894417 -0.000298336 -0.000129554 6.87389e-05
internal_weight=42.8501 42.3227 40.9129 40.9117 40.9106 12.1825 11.6523 11.1179 1.03396 10.0839 4.03923 1.51613 2.5231 6.04467 4.0252 28.7281 4.5465 4.02353 24.1816 20.6708 2.03708 18.6338 2.52622 16.1075 4.54988 4.03428 1.02344 3.51078 1.50584 11.5577
internal_count=4633 4429 3864 3851 3639 676 596 447 219 228 131 70 61 97 59 2963 283 162 2680 2562 238 2324 1105 1219 465 331 194 118 158 754
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=8 18 14 7 19 6 7 21 16 7 10 9 15 17 22 6 14 17 23 22 21 3 22 9 22 13 22 18 7 7
split_gain=4.7155e-05 3.80597e-05 8.09336e-05 5.0823e-05 0.000131716 5.58574e-05 9.29389e-05 0.000423493 0.000132591 0.00012213 8.53877e-05 0.000204865 6.66927e-05 4.05926e-05 3.78382e-05 9.16579e-05 0.000337716 6.18931e-05 3.60906e-05 6.9927e-05 7.47344e-05 4.10768e-05 0.000136721 3.55768e-05 3.32522e-05 6.63056e-05 2.60428e-05 4.70707e-05 2.54053e-05 6.91287e-05
threshold=8.8430989333000021 12.880535946600002 144.12207640715005 22.721067571950005 14.351157895250003 16.525386113000007 23.109894804950002 12.575665986150002 22.674946976100003 23.156313609200001 62.057679025150001 206.57490536735003 40.856592954650004 185.54770736950005 -0.0309 14.745344522600002 287.24487179220006 205.09306577200002 0.10876000000000002 -0.038374999999999999 14.028898926300002 93.716961969300016 -0.033594999999999993 201.40496258350001 0.048475000000000011 117.35926276845002 0.063030000000000017 15.079587624050001 25.606038725250006 25.024903008400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 13 6 7 -5 9 -8 11 -7 -9 -4 17 24 -17 18 19 20 28 22 -20 -18 25 -16 -26 -28 29 -11
right_child=-2 2 3 5 -6 10 8 12 -10 14 -12 -13 -14 -15 15 16 23 -19 21 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00049885913982123081 -0.00093929863502344852 -0.026571749362455006 0.00028313457784775347 -0.0030315501750185578 0.0018248706300020255 -0.0025410659099980668 0.0015865566543596249 0.00069415542557475817 0.0016793516010053366 2.7072138388944025e-06 -7.0790720573424068e-05 0.00028639127669902067 -0.00045674443350367418 -0.00068286371360187922 -0.0013284885825042628 0.0029222347806819888 0.00034741947347824935 -0.0011434094329503546 -0.0020410665677083953 -0.0011169950919412382 0.0012646642950825148 2.641689974205276e-05 -3.1614939221315026e-05 -0.00062389229169954475 0.00078192586496825137 0.0002937753962079482 -0.00089113550210676755 0.0001116539889730572 -0.00045166640826296481 0.00086296311307068954
leaf_weight=1.4102803499609695 0.52766975715064646 0.0011437008579225907 3.0120264437300772 0.54052336171553728 0.53707736136436768 0.52217940818009301 0.51156556548595133 1.0107614093591197 0.51073098231336089 12.089428812117191 2.5149371962793339 0.50320213173654338 1.0032845548866385 0.50843446751401566 0.50684673516516354 0.5394830295190326 1.5078655557310869 0.51164725048793869 0.51198542685974546 0.50936973314509337 0.50956689035238056 1.5004572845900837 0.99979136139154323 0.5028486311546202 0.50671389959696789 0.5009705051779747 0.50433527868653349 6.5136012575332014 1.0085980073133534 1.0123417903457799
leaf_count=565 204 13 332 127 163 47 27 30 56 609 44 21 20 152 222 82 23 524 102 17 167 8 4 59 84 2 44 321 402 162
internal_value=1.91604e-07 1.19051e-05 2.95119e-05 3.02555e-05 0.000366161 -6.72789e-06 3.34068e-05 -0.000546175 8.15431e-05 5.45639e-05 -0.000384376 -0.0011535 0.000120842 0.000143622 2.8208e-05 0.000174554 0.000700587 -5.87422e-05 -2.81513e-05 3.47841e-05 7.4913e-05 -0.000344252 -0.000712145 0.000104509 1.73319e-05 -0.000522086 8.95791e-05 3.95898e-05 3.19476e-05 6.91771e-05
internal_weight=42.8497 42.322 40.9117 40.9106 4.05754 36.853 33.3127 2.55457 30.7581 30.2474 3.54032 1.02538 2.01405 3.52046 29.7359 11.0827 2.5502 18.6532 18.1415 15.1293 14.6199 3.01223 1.51178 2.01071 8.53247 1.00782 7.52465 7.01794 14.1104 13.1018
internal_count=4633 4429 3864 3851 647 3204 3092 177 2915 2859 112 68 50 484 2832 837 164 1995 1471 1357 1340 114 106 82 673 224 449 365 1173 771
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=5 20 0 19 22 8 4 9 19 7 7 19 3 7 20 9 21 2 8 23 2 4 5 22 5 23 12 21 13 10
split_gain=4.20809e-05 0.000149456 0.000157695 0.000223545 0.00030902 3.80669e-05 6.68522e-05 0.000114479 0.00136672 0.000399374 0.000120336 4.12479e-05 0.000106467 0.000473262 0.000151948 9.71301e-05 6.80806e-05 0.000215552 7.99263e-05 0.000161563 0.000406871 8.55403e-05 4.28715e-05 7.26274e-05 0.000155079 3.87609e-05 0.000254752 6.43391e-05 4.63869e-05 7.34329e-05
threshold=13.153721664750002 39.476991512000005 102.21786657775002 11.450923895500003 -0.016679999999999997 8.8430989333000021 141.79569928155004 179.11733629770001 14.351157895250003 21.833224794850004 19.052023743050004 14.351157895250003 93.883646373400012 22.812602664350003 40.040404835300002 186.16747084260001 4.7516206878500009 129.01927736685002 8.543332867800002 0.085855000000000029 98.91243606750001 233.57190478505004 23.967536448650005 -0.031989999999999998 20.743195000100005 0.10249000000000003 169.21982098175002 5.0655779142000013 117.62810858150002 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2 8 9 10 -8 25 13 -13 -15 -14 17 -16 21 -20 -21 -18 23 24 -23 28 -27 -28 29 -9
right_child=5 2 3 4 -6 -7 7 11 -10 -11 -12 12 15 14 16 -17 18 -19 19 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.043258124508981068 0.025624247534022607 -0.027433247313185902 -0.018382142605995251 -0.0038903079413964443 0.071267214936025114 -0.00084485379201983124 0.013647275679062995 -0.0012212716272678094 -0.10002388807621054 0.054864306873264448 -0.025823529580681272 0.0031744559853816297 -8.0231081289141215e-05 0.0017969502096049491 0.00075505636329967077 -0.0016469065235631163 0.00077799146556202904 -0.0021339677126575841 3.1210877326345139e-05 -0.00045986962573190424 0.0035187359907684064 8.6826969719137128e-05 8.389728791596738e-05 -0.00012653154848211282 -0.0023853882376171196 -0.0023664776906214347 0.00064038804232166308 -0.0002656113333673794 0.00065916459799159348 -5.5902242708193422e-06
leaf_weight=0.0010193067977461541 0.0010188882796374745 0.0013864789132785882 0.0014410144009399557 0.0011352336872288982 0.0010559105266025881 0.5279732864200487 0.0014148791802319838 0.50828657938287136 0.0014079609204600274 0.0015027125172569697 0.0017010178065810493 0.53456829849885323 1.3608396124777744 0.52028302174221508 0.50430396568299218 0.55798817383038812 1.0131287735748609 0.52932412636801018 2.0033760722071752 0.50305679312441476 0.5255830327696458 0.50129259631515333 2.5109521156813628 2.006641175666573 0.51380271139896649 0.53745920555906046 1.0086261481955316 3.5168279427804894 1.0118544711168045 22.140056041890677
leaf_count=427 21 220 458 218 39 204 254 34 16 90 506 116 54 55 64 118 22 121 15 6 37 11 29 28 31 117 54 99 35 1134
internal_value=1.92209e-07 0.0083479 0.00125748 0.0122094 0.032328 -9.84241e-07 9.54483e-06 8.92805e-06 -0.0137726 0.0125207 -0.00790047 1.08911e-05 0.000154464 0.000267998 0.000128424 -0.000535815 4.66159e-05 -0.000724422 0.000129825 0.000554276 0.001573 -6.67799e-05 -0.000221472 -0.000475222 -0.00116451 -5.70143e-05 -0.000308139 -6.36836e-05 -3.27745e-06 -3.28732e-05
internal_weight=42.8493 0.00603794 0.00501864 0.00363216 0.00219114 42.8433 42.3153 42.3143 0.00602657 0.00461861 0.0031159 42.3083 13.5851 11.6663 11.1317 1.91883 10.6115 1.03363 9.57783 3.03202 1.02864 6.54582 5.53269 3.02174 1.0151 28.7231 5.06291 4.52545 23.6602 22.6483
internal_count=4633 1362 935 715 257 3271 3067 3046 866 850 760 2180 707 535 419 172 364 185 179 58 43 121 99 70 42 1473 270 153 1203 1168
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=5 19 13 18 3 20 15 2 18 2 15 7 20 20 6 21 19 22 21 10 21 23 6 6 16 13 10 20 5 5
split_gain=3.48805e-05 0.000150207 0.000507636 0.000218997 0.00018142 3.61684e-05 0.000471044 0.000332344 3.72055e-05 0.000390827 3.31051e-05 0.000137632 5.25542e-05 4.26392e-05 0.000120419 8.02943e-05 4.70381e-05 0.000141461 0.000325432 0.000911543 7.93695e-05 0.000134336 5.8039e-05 9.20365e-05 0.000178101 5.71583e-05 7.87083e-05 0.000323055 4.0934e-05 0.000113517
threshold=13.153721664750002 12.250988447150002 98.255079293500017 17.142803710550002 69.085308578100012 34.515670600900002 36.136500007950012 72.043920985000014 12.166795532800002 92.716362671650018 46.435439118750004 23.543468673550006 42.206017975500011 42.206017975500011 16.465384711100004 4.6112647835500011 14.351157895250003 -0.066979999999999998 12.489184206400003 61.982402197500001 3.8092755532000004 0.087245000000000031 16.385382841850003 16.465384711100004 22.494947397000004 117.67650082785001 62.009286778800011 40.250747516500006 22.315896640950005 21.252944829650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 -2 9 -7 13 -12 -13 16 15 -15 25 20 19 -19 21 -18 -22 24 -24 26 27 -10 29 -17
right_child=5 3 -4 -5 -6 8 -8 -9 10 -11 11 12 -14 14 -16 28 17 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020114186872406202 0.024618649224307176 -0.043150459591148188 0.077570662668416099 0.01706304884540186 -0.034674190333037112 -0.054222263058382819 0.062216679163607951 -0.04486314817984402 0.00029783204124631115 0.019342008420897394 -0.0017929276447714111 -0.00050368268649867679 0.00093822499055704045 -0.0012936448302854784 -0.0016415643836801518 -3.5859370835547522e-05 0.0006414974488078793 -0.00062900106820180316 -6.6865812097898644e-05 0.0051248746611038572 -0.00050856745679757635 -0.001410258057183427 -0.00017083793408580818 0.00010721752895224779 0.0024756501753220384 0.00058237263234761985 8.3144357354717204e-07 -0.0027821702707432911 -0.00061007239997514797 0.0014984446583875698
leaf_weight=0.0013445338394629152 0.0012706961306668879 0.0011500522793070067 0.0010894875541351823 0.0012721766192267669 0.001097882302093409 0.0012344441474950096 0.0011887869131896878 0.0015022738035879099 1.0030912019655005 0.0017403494861730276 0.51292559483642719 0.5049240266752546 0.50617393024196744 0.51710728929257932 0.52483808514214025 7.0267187062039325 0.50372378799329431 0.56184155734206187 1.5186886791998402 0.53992105939596513 1.0093006113396397 0.87069912190781906 0.50118499214295276 4.0199928005514494 0.5161893043841701 1.5097628817511566 18.650996183183167 0.51558275025472067 1.004587869404564 0.51774419968163155
leaf_count=592 17 260 26 101 383 34 17 145 85 250 129 31 44 301 160 318 14 49 42 84 24 78 3 69 37 22 1015 79 158 66
internal_value=1.8485e-07 0.00765355 0.020807 -0.0115258 -0.00451355 -8.78782e-07 0.00955345 -0.0130235 -1.76237e-06 -0.0111848 -9.8575e-07 -0.00045869 0.000218162 1.58993e-05 -0.000168861 -8.36062e-05 7.17624e-05 0.000250689 0.000882321 0.0021907 2.76544e-05 -0.000658293 0.000183572 0.000322251 0.00117192 -1.11135e-05 -5.55378e-05 -0.000747814 -1.04145e-05 6.94333e-05
internal_weight=42.8489 0.00595413 0.0035319 0.00242223 0.00244242 42.8429 0.00396176 0.00277297 42.839 0.00297479 42.836 1.52402 1.0111 41.312 9.591 9.06616 31.721 10.0415 2.62045 1.10176 7.42109 1.37442 6.04667 5.03737 1.01737 21.6794 20.1697 1.51867 8.54905 7.54446
internal_count=4633 1362 1001 361 975 3271 179 162 3092 284 2808 204 75 2604 1003 843 1601 400 175 133 225 92 133 109 40 1201 1179 164 542 384
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=8 15 21 22 5 23 23 21 9 19 22 17 9 20 12 5 21 2 20 8 23 21 13 18 5 22 16 6 9 6
split_gain=3.50298e-05 2.89839e-05 0.000159321 7.69061e-05 0.00121115 0.000460805 0.000521671 0.000745777 0.000366158 4.74383e-05 0.000103989 0.000321946 0.000173558 0.000109403 5.88285e-05 9.54113e-05 7.71193e-05 0.000115038 0.000236182 9.75747e-05 5.6301e-05 4.19271e-05 3.86042e-05 3.78839e-05 2.71232e-05 0.000240831 0.000636923 5.64884e-05 0.000288284 5.03028e-05
threshold=8.8430989333000021 46.435439118750004 15.294585115650001 -0.23557500000000001 23.374630421750002 0.10821500000000002 0.098085000000000019 2.2033311313000001 194.45262321395003 14.351157895250003 -0.066979999999999998 191.20566072810004 201.16241229375001 40.890797847750008 110.24393346510001 20.743195000100005 8.0448977205000016 135.87377242040003 43.022303514600004 8.4434108459500017 -0.51222499999999993 14.202008575100001 117.54207792135001 13.087929333200002 20.872540794500004 -0.083330000000000001 22.644947046300004 14.845346859150002 193.00469145105004 14.545339849550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -9 20 14 -12 13 -13 -11 -16 17 23 -19 22 -5 24 -18 -17 27 -26 -27 29 -29 -22
right_child=-2 2 -4 9 -6 -7 -8 8 -10 10 11 12 -14 -15 15 16 19 18 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.062222388073144133 -0.00080928652647631696 -0.0018422413448898713 0.00031630640451426115 0.020310326050322538 -0.087941266054575029 0.060543155377655623 -0.067421269321604652 0.06740890981215468 0.0029409761283423555 0.0010419425570466093 0.002825762399845042 0.00069637454123411019 0.0018962847463814807 -0.00064568213845021003 -0.0013889908960131249 -0.00046464049852134871 -0.00041745524378575114 -0.0026727360407910097 -4.4086094301634878e-05 0.0012229549827151413 -7.5728519250082136e-06 -0.00093599560591324103 0.00045785289981539799 0.00030506544166409287 3.6364145199726496e-05 -0.004026217852999169 0.00091358883294386309 -2.1640071454954075e-05 0.0025272265333457552 -0.0010037601847693619
leaf_weight=0.0010840630610933696 0.52800768704336221 0.51822268392221715 1.005199757759115 0.0013589263302929968 0.0016003590024514236 0.0013671531489961933 0.0010592805312688927 0.0016293044277997312 0.0019182750347674915 0.51737427190528151 0.56906143999367431 1.0138998708862352 0.52128293645750989 1.5150958650822302 0.50524968391111524 0.85826989383349461 1.0046477076566596 0.5181537493554057 1.0043169637006031 1.0171778131716562 16.569117270533518 0.51802844849631569 1.010825466089045 2.5080619556247257 6.5217757660974289 0.53126843368669152 0.51311163226834466 2.508074181652773 0.53912051716997655 0.52288178068457725
leaf_count=156 204 170 19 99 114 39 39 235 89 83 42 31 62 47 51 8 22 56 18 29 1578 324 20 87 348 269 36 42 142 174
internal_value=1.93136e-07 1.02926e-05 -0.000417967 2.62845e-05 -0.00939727 0.00841192 -0.00411177 0.0103674 0.0325493 2.82849e-05 0.000189929 0.000642194 0.000234826 -0.000107638 6.91353e-06 -5.66341e-05 2.83468e-05 -0.000217401 -0.000938714 0.000424505 -4.3666e-05 -4.4646e-05 2.15403e-05 0.000108824 -2.79798e-05 -0.000189405 -0.00159925 3.26667e-05 0.000429314 -3.80484e-05
internal_weight=42.8482 42.3202 1.52342 40.7968 0.00865844 0.00705808 0.00569092 0.00463164 0.00354758 40.7882 12.5634 3.61934 3.05028 2.529 8.94408 8.4267 7.92145 4.8888 1.52247 3.03265 28.2247 28.2234 2.01547 3.36633 27.7053 7.56616 1.04438 20.1392 3.04719 17.092
internal_count=4633 4429 189 4240 672 558 519 480 324 3568 556 182 140 78 374 291 240 169 74 71 3012 2913 42 95 2589 653 305 1936 184 1752
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=4 17 17 6 20 7 7 16 0 9 19 21 5 20 0 22 18 18 10 13 17 6 15 16 20 7 10 20 3 18
split_gain=3.43222e-05 0.000264491 0.000320251 3.21993e-05 0.000120965 0.000505657 0.012894 0.00353404 0.000235784 0.000100692 0.000208034 7.33598e-05 9.29104e-05 6.38894e-05 6.14467e-05 0.000186605 0.0010369 0.000676223 0.000423889 0.000375048 0.000153508 8.91449e-05 0.000332504 7.41754e-05 6.54369e-05 0.000159872 5.89414e-05 6.51971e-05 5.40385e-05 0.00010035
threshold=143.58239362595003 184.58362717140002 177.30738098725001 16.465384711100004 41.675153845500006 23.666491602800004 22.721067571950005 22.584947186600004 86.135510041400025 193.70978346765003 14.451165964200003 15.109659503850002 23.714185006400005 42.081757894750005 86.09518316945001 -0.16533 13.480563334700001 13.900697602550002 71.322105742700003 101.31185618785001 186.34046889365004 14.845346859150002 34.563011034450007 22.624947093000003 42.546237522150008 23.109894804950002 61.987779113750001 38.110427674550003 93.216908757050007 13.900697602550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 9 6 -6 -8 -9 10 26 12 14 -7 20 16 -16 -18 -19 -20 -2 -17 -23 28 25 -25 27 -5 29 -24
right_child=3 -3 -4 4 5 13 7 8 -10 -11 -12 -13 -14 -15 15 21 17 18 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0065506593597277748 0.00016536660820084178 -0.029310718612270248 0.063807833538225819 0.0001416785722253174 4.7382659968696461e-05 -0.00058227624679784817 -0.0079561450022326528 -0.077394658770021899 -0.10022730583702047 -0.00021953172072448139 0.0022711903507409976 0.0012365350297711866 -0.0012828239260306439 0.00054438582386567868 0.084430294949527751 -3.4692403773125834e-05 -0.067057808810823766 0.06064723090702541 0.030257970587505789 -0.04008144949543628 -0.0019571787738818188 0.0027317166344580264 0.00030402194074889504 2.00884762096828e-05 0.0001472150205414791 0.00252471021072989 0.00042533682169498973 -0.0012881319129226486 -0.00064947227229600216 -0.001166298523027723
leaf_weight=0.0013370730889964424 1.003765321231622 0.0011992468780590571 0.0012533546905615367 0.8558661722316856 0.51472373309002195 1.0043834754342245 0.0066061049155976539 0.0069165827083850209 0.013067630812656716 7.0902918965693651 0.51833034061201022 0.52028181023680176 0.52254718234587727 1.0088929609796151 0.0017038262885213451 17.600302400454165 0.00132514857602678 0.0013675876941520171 0.001454608846365715 0.0015829513066369927 0.5158422701398625 0.55219726354061904 4.5316526364713337 0.50509740551933668 1.0066939710814038 0.51439632172787242 2.513472145853882 0.50832347600990446 1.0051925308362113 0.51716066989251874
leaf_count=41 108 19 12 138 319 13 27 37 19 196 50 306 207 55 43 1871 61 55 308 85 50 186 132 8 11 48 36 113 12 67
internal_value=1.86572e-07 0.00951648 0.0274917 -6.55182e-07 -0.00012482 -0.000747209 -0.00346049 -0.0713643 -0.0923249 1.3601e-05 0.000389621 5.98737e-05 3.82278e-05 -1.76834e-05 6.30952e-05 9.88986e-05 0.01594 -0.00442466 0.0144165 -0.00639772 -0.000555147 9.44094e-05 0.000357631 0.000195387 0.000719108 0.00128382 0.00013811 -0.000391096 2.01046e-05 0.000153414
internal_weight=42.8472 0.00378967 0.00259043 42.8434 14.0409 2.55459 0.541314 0.0265903 0.0199842 11.4863 4.39599 28.8026 28.2823 2.01328 27.7597 26.2401 0.00743412 0.0057303 0.00440515 0.00303756 1.51961 26.2327 8.63239 8.08019 2.02619 1.01949 3.87766 1.36419 6.05401 5.04881
internal_count=4633 72 53 4561 1003 470 402 83 56 533 337 3558 3252 68 3045 2887 552 509 448 393 158 2335 464 278 67 56 287 251 211 199
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=8 7 0 2 4 22 16 22 22 22 20 20 12 18 9 9 18 22 21 6 20 12 9 2 17 21 4 5 4 22
split_gain=4.95383e-05 3.03318e-05 7.78134e-05 0.000154158 6.69977e-05 0.00253964 0.000968812 0.000728658 9.55636e-05 7.30951e-05 3.92256e-05 0.00211242 0.00252531 0.00168661 0.000145444 7.40492e-05 0.000178897 4.13871e-05 0.00058688 0.00291694 0.00239583 0.00202428 0.00091974 0.000189739 0.000129803 4.24352e-05 0.000115658 0.000105811 0.000170197 0.000259411
threshold=8.8430989333000021 22.502236473750006 85.769879735700016 163.12111328040001 185.92218515570002 0.19977000000000003 19.304954856600002 -0.094409999999999994 -0.10771499999999999 -0.23381499999999997 36.558960102350007 37.041406607950009 179.47323713510005 12.854871756700001 202.38851837455002 53.361180680650008 16.161386252450004 0.12616000000000002 1.1709819147500002 14.815346158200002 41.741384785950011 175.541285848 200.77913281735002 90.05676182820001 191.75825325995004 4.4906890396500012 278.29044475435006 21.990725385850002 216.87897277305004 0.04932000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 9 8 -8 -6 14 12 -12 -13 -4 16 -15 18 19 21 22 24 -21 -19 -17 26 27 28 -20 -30
right_child=-2 2 10 -5 5 -7 7 -9 -10 -11 11 13 -14 15 -16 17 -18 23 25 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.5888954536005363e-05 -0.0009631855305015461 0.0021148253324948648 0.0018707075563339018 -0.0003420708837772102 -0.010176994721615927 -0.00020368917950021974 -0.069100236212268268 -0.036352700254973551 -0.10007886160125622 0.022473984364340518 -0.086484016488043811 -0.10016533796591204 0.018494933278967042 0.048451106756669811 -0.00019208803217413942 -0.061254352844382111 -0.0078744996399543934 -0.00074763394942693707 -6.5292474041524727e-05 0.032116679489610313 -0.0233940025432797 0.059795343362138022 0.097072748877415752 0.0019634027415280433 -0.10006158205526922 4.8528263759770922e-05 -0.0016537995965391376 0.00085101259145936234 -0.0030097051822630706 0.00017961657006433909
leaf_weight=2.3688135490428248 0.52738860130408127 0.51498978267490048 0.51798112435605892 0.50660903721107176 0.0011692334663828312 0.54609861433968554 0.0015642571920467252 0.006873534017898919 0.0027401357157259554 0.0016577382261558742 0.0060318831469501344 0.0016808371965514315 0.0036952392260706235 0.0010454481622136974 1.0049818294307988 0.0013933493409821187 0.0012241617988608053 0.50750396475741288 7.5312622363018438 0.003632183800959865 0.0038079681867202462 0.0013060049465386525 0.0054516187665285543 0.52543863192069051 0.0022597772940287086 25.698676440810043 0.51471861117106499 1.0137213692668172 0.51866221242052624 0.50173829777740764
leaf_count=235 204 46 317 121 232 49 113 32 13 382 36 4 36 192 89 27 368 39 378 30 19 70 23 178 24 1008 271 19 66 12
internal_value=1.22124e-08 1.20164e-05 3.51034e-05 0.000896455 -0.000298454 -0.00128203 -0.0433302 -0.0565572 -0.0888209 0.00896956 1.21677e-05 -8.39012e-06 -0.0466035 3.91489e-06 0.000509498 8.48616e-06 0.0180707 7.37308e-06 -1.06343e-05 0.0181168 0.0431883 -0.0470592 0.0710999 0.00063142 -0.08526 -1.96785e-05 -0.000193568 -0.000114992 -0.000229503 -0.00144149
internal_weight=42.8441 42.3167 39.3878 1.0216 2.92892 0.560104 0.0140049 0.0111779 0.00430439 0.00282697 38.3662 36.8433 0.00972712 36.8335 1.52296 36.8318 0.00226961 36.8296 35.7966 0.0178509 0.0128918 0.00495913 0.0090838 1.03294 0.00365313 35.7788 10.0801 9.56538 8.55166 1.0204
internal_count=4633 4429 3373 167 1056 821 772 158 126 614 3206 2800 72 2728 406 2724 560 2164 1947 193 72 121 53 217 51 1754 746 475 456 78
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=18 22 22 8 7 7 10 14 4 7 18 21 18 0 22 6 16 20 6 6 21 12 22 0 6 18 13 8 0 10
split_gain=5.03937e-05 0.000554363 0.000815646 4.47966e-05 2.58594e-05 6.53703e-05 0.000208426 5.74813e-05 5.51262e-05 4.26164e-05 0.000376006 0.000105141 0.000201901 0.000247643 0.000153003 0.000145154 7.65076e-05 8.95142e-05 5.49877e-05 5.91537e-05 4.90297e-05 3.61673e-05 3.60713e-05 3.36013e-05 9.47682e-05 8.08018e-05 0.000134514 0.000180216 0.000127036 9.74959e-05
threshold=12.420159544750002 -0.013285 -0.22386500000000001 8.8430989333000021 22.502236473750006 22.721067571950005 62.041548276350007 144.12207640715005 185.92218515570002 23.209106085000005 13.378437733750003 4.7516206878500009 13.204116077450001 86.692020874450009 -0.092084999999999986 16.475384944750001 22.674946976100003 33.361153777850006 16.565387047600002 16.525386113000007 15.551195696050002 102.11013250220002 -0.083004999999999982 86.538778761000017 16.425383776450001 13.956123578150001 116.86189801435002 8.2435668022500028 93.308316333500017 69.999384342500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -6 -7 21 10 11 14 15 -14 -9 -13 17 -11 19 20 23 -2 -23 24 -19 26 27 -25 -27 -30
right_child=3 -3 -4 -5 5 7 -8 9 -10 16 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 25 -26 28 -28 -29 29 -31
leaf_value=-0.012817906287086601 -0.0005202053436330448 -0.052873502382250227 0.088447123899114799 -0.00091896985299384803 0.0022963086187185616 -0.023708134775316778 5.9158747111064548e-05 0.00033280734987613844 -0.0011703710485864473 0.025881815931926108 -0.0028079935455812169 0.00031719612387862242 0.0029737541375195499 -0.0001383453879263943 -0.0021221549353019099 -0.0011493022941392193 0.0012566544939631788 -0.0010846286371347718 0.0010540276857970478 -0.00060506073430911962 0.0010089131870706636 0.0009407451609821562 -0.00012486679270050141 5.1053308982321507e-05 1.510424076420642e-05 -0.001574043851022803 0.00016952532030646984 0.0027148641792171958 0.0013497839902231036 -5.8606846336379594e-05
leaf_weight=0.0018286111413887418 1.0069373317578159 0.0010341847697328535 0.0014077084491909142 0.52523813812341913 0.52531688467292692 0.0010228245482711831 2.0094991962528161 0.50465718725786246 0.55833926527320565 0.0013386915441547789 0.52324813976628437 2.0126035684435739 0.52228974493455005 0.50093024170018907 0.5108549072768287 1.015493019168886 0.51168690501321989 1.0082554235581422 0.50834305529133317 1.5087625964811469 0.51016684909321242 0.50485000489543808 0.85673491519153866 0.50135949500940113 3.5165838716219895 0.5386488070299319 7.0314222770521155 0.51470480139596475 0.50864309088322102 14.599324981922573
leaf_count=183 104 147 50 164 58 10 99 22 559 175 124 37 37 6 31 28 73 33 18 28 183 30 23 13 74 201 136 27 50 1910
internal_value=-4.96964e-08 0.0108624 0.0312295 -1.13259e-06 1.02609e-05 3.15724e-05 0.000522787 -2.21673e-06 -0.000276515 -1.55872e-06 -0.000255863 7.69354e-06 0.000235761 0.00145019 -0.000902165 -0.000174604 4.39185e-05 2.37367e-05 2.26108e-05 5.27116e-06 3.73239e-05 -6.58034e-05 0.000270242 1.97586e-05 -0.000229946 6.74444e-05 0.00032494 0.00140045 -6.49929e-05 -1.11903e-05
internal_weight=42.8415 0.0042705 0.00323632 42.8373 42.312 39.3852 2.53482 36.8503 2.92686 36.8493 5.59008 5.06683 4.05132 1.02322 1.01551 3.0281 31.2592 30.7476 30.7462 30.2379 28.7291 2.36852 1.36158 28.2189 4.52484 23.6941 8.04749 1.01606 15.6466 15.108
internal_count=4633 380 233 4253 4089 3373 157 3216 716 3206 285 161 108 43 53 65 2921 2848 2673 2655 2627 157 53 2444 107 2337 176 40 2161 1960
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=4 3 8 8 20 23 19 5 3 7 20 12 2 3 9 8 23 23 20 7 18 20 16 16 23 5 23 20 23 21
split_gain=3.71595e-05 0.000259273 0.000647995 3.66053e-05 5.0426e-05 8.26108e-05 2.88977e-05 0.00010022 6.19199e-05 0.000246767 0.000114033 7.14101e-05 0.000181577 7.43139e-05 0.000125821 0.000278826 5.73901e-05 6.12152e-05 0.000336488 5.59758e-05 0.000584422 0.000287904 3.07233e-05 0.000121497 0.000158312 5.3374e-05 4.5055e-05 9.93816e-05 8.19945e-05 6.4513e-05
threshold=143.58239362595003 87.399085362750014 9.3427090425500019 8.8430989333000021 33.036871954450007 -0.27651499999999996 14.351157895250003 20.201591378100002 93.883646373400012 22.812602664350003 38.751720283100006 133.59172866980003 97.889449657450015 93.292185584700022 193.70978346765003 8.543332867800002 0.10020000000000003 0.087795000000000026 43.182896969600009 21.946499523750003 12.880535946600002 45.205561619650005 22.594947163200004 22.624947093000003 0.12672500000000003 22.665750084250003 0.10787500000000003 38.171717059500004 0.10307000000000002 11.534227923400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 19 -8 9 -9 -10 12 -11 16 -15 -16 17 -13 -19 21 -21 -7 26 24 -24 -25 28 -28 29 -22
right_child=3 2 -4 -5 5 6 7 8 10 11 -12 13 -14 14 15 -17 -18 18 -20 20 22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.052897880880327632 -0.020326074209334605 -0.053192777257865531 0.044988307269551449 -0.00082991611483768124 -0.022438973433466541 0.044298183620883169 0.0014901201437279559 0.0022775212470312277 2.0790439827464718e-05 -8.4033938915610204e-05 -0.0017156072459792154 0.0001476523358737133 0.0022312739624048188 7.7591555161622656e-05 -0.0029826087324335421 0.00031363130227685993 0.00067200384949304645 -0.0025043838252796079 0.0011186150603834687 -0.038952508939420434 -7.9855774154231151e-06 -0.016749121606862621 -0.0024460192709871518 -0.00026212075009955605 -0.00028750587241322523 0.00040275153854359234 6.9860130330481445e-05 -0.0016350891913234841 0.0013020067812508551 0.0011278074286578659
leaf_weight=0.0010215574093369586 0.0012193601633246889 0.0014064471899359887 0.0012876937677788192 0.52605831403720671 0.001639179981061 0.0015268900440516811 0.52176588736318663 0.52783067756453661 1.4015364198276064 1.0027761269011524 0.51799205433487916 4.0137230665523003 0.51149747191811901 1.5092538343618431 0.52047723405121338 0.50621162019047006 1.5228467416691271 0.5199136688497672 0.50568273766839411 0.0038605989079688588 19.62528731139723 0.0015636593519287312 0.51290339735448043 3.0128567108886273 1.0066927061416207 2.0148669499797265 1.0034589150115614 0.51856813895682052 0.51234561170718151 0.51316699356991691
leaf_count=10 254 36 26 167 144 360 84 100 12 11 162 92 71 25 28 22 47 56 8 19 1761 268 46 49 10 59 68 142 67 429
internal_value=-1.50519e-08 0.00999988 -0.00626607 -8.82437e-07 9.42494e-06 1.0011e-05 1.08807e-05 0.000131076 7.67796e-05 0.000167165 -0.000447783 6.22017e-05 0.00069804 -4.36261e-05 -0.000503367 -0.00135739 0.00013404 -2.85284e-05 -0.00071802 -4.5945e-05 -4.73929e-05 0.0134114 -4.21633e-05 -0.000232499 -0.00101606 4.3277e-06 1.40401e-05 -0.000511031 5.27394e-05 2.09566e-05
internal_weight=42.8412 0.0037157 0.00269414 42.8375 42.3115 42.3102 42.3086 13.5815 13.0597 11.1402 1.91953 10.6124 1.51427 9.09811 2.53594 1.02669 6.56217 5.03932 1.0256 28.7271 28.724 0.00309055 28.7201 6.54732 1.5196 5.02772 22.1728 1.52203 20.6508 20.1385
internal_count=4633 72 62 4561 4394 4140 3996 718 634 460 174 360 82 278 75 50 203 156 64 3278 2650 628 2631 164 56 108 2467 210 2257 2190
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=18 22 19 16 8 14 0 5 5 17 7 9 6 10 6 20 22 16 21 5 23 19 3 0 6 5 15 22 5 20
split_gain=4.47848e-05 0.000495793 0.000770713 0.000324167 3.35706e-05 9.9771e-05 2.671e-05 0.00429388 0.00216236 0.000171252 0.00147609 0.000716759 0.000157001 5.84574e-05 3.3264e-05 0.000123525 0.000313272 0.000420567 0.000109791 9.15024e-05 5.75025e-05 0.00012452 5.51434e-05 0.000164021 9.18894e-05 0.000302272 7.28015e-05 0.000422493 5.39447e-05 8.67324e-05
threshold=12.560600218600001 -0.013285 14.351157895250003 19.304954856600002 8.8430989333000021 144.12207640715005 97.886760529650019 16.316541761950003 14.608687763150002 179.03071761140004 23.727132803250004 189.68479361675003 11.865277230300002 75.981203682750007 16.465384711100004 40.621691032550004 -0.059424999999999999 22.544947280100004 15.109659503850002 23.714185006400005 0.088565000000000019 14.351157895250003 93.499196860750018 85.823648898300021 14.845346859150002 20.743195000100005 38.992510055900006 -0.087660000000000002 22.705169530700005 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 8 -7 10 11 -9 -8 -10 18 20 28 -18 19 22 21 -16 24 -24 -11 -26 -27 -28 -17 -30
right_child=4 -3 -4 -5 -6 6 12 9 13 14 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.023272111311066483 -0.025506121287324025 -0.051438713742880442 0.072472459663475666 -0.056070293458828718 -0.00079575257689697772 -0.063910311343426812 -1.7659155114054676e-05 -0.020772167282224321 0.082156567173673575 -3.0538511016633778e-05 -0.094559709251323509 0.088514578325620819 -0.0018585545686112125 0.10001910014137366 -0.00016434604863774458 -0.0002980669659940663 0.00012715881575439201 -0.0038986782746642996 0.0015366022376174997 -0.0012436262374068603 0.00012088212113468137 0.0020534968970861655 0.00025063229061476851 -0.0019542355343282209 0.00264536182463164 -1.8951750200008972e-05 7.0436716955129123e-05 0.0031709145619616035 -2.8054644158106683e-05 0.0014266782152847232
leaf_weight=0.0010323947961314306 0.0015325025546520923 0.0010529399560831312 0.0018619423532300061 0.0010273859442485045 0.52510418939237169 0.0010320283835100197 4.5130265308870472 0.0013219927479174434 0.0038414123548751178 12.562860828258172 0.0016167240588060849 0.0010990217451762874 0.51627758597583362 0.0035026810146518983 0.50098518711246309 5.0251628967571369 0.50044996511279538 0.53894182414295244 0.5189361473922095 0.52162201747006776 4.4171729371317898 0.51172723777813189 1.0103011647591724 0.50655700531569881 0.55881282106338215 4.5269370534467726 2.5085304509570965 0.53286334431686544 2.0107488615720972 0.51476144367742893
leaf_count=153 18 152 21 92 156 171 1455 340 39 543 14 9 270 9 28 103 8 77 69 141 79 38 46 14 205 153 37 87 33 73
internal_value=4.22727e-09 0.00948765 0.0258457 -0.0163026 -1.09761e-06 8.76461e-06 9.6888e-06 3.88723e-05 0.0716292 2.27836e-05 -0.0205705 0.0288387 -0.000206634 0.0906759 2.50147e-05 -9.66422e-05 -0.000332637 -0.0019603 9.83831e-05 6.55457e-05 0.000276701 0.000956338 9.62971e-05 -0.000485687 0.000138964 0.00040098 0.000235265 0.000613652 -0.000108579 0.000268456
internal_weight=42.8407 0.00497466 0.00392172 0.00205978 42.8357 42.3106 42.3091 37.2798 0.00837612 37.2714 0.00403774 0.00242101 5.0293 0.00734409 37.2674 14.02 8.59006 1.03939 23.2474 22.7285 5.42989 1.01271 22.2069 1.51686 20.69 8.12714 7.56833 3.04139 7.55067 2.52551
internal_count=4633 418 266 245 4215 4059 4041 2316 219 2097 363 349 1725 48 1734 439 294 85 1295 1226 145 66 1085 60 1025 482 277 124 209 106
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=4 17 8 15 5 19 19 18 23 18 15 7 0 9 14 6 20 22 6 13 21 6 16 17 15 7 6 5 19 3
split_gain=4.00716e-05 0.000220222 0.00034744 3.16386e-05 5.81113e-05 0.000296752 0.000329574 0.000132057 2.51144e-05 8.88671e-05 7.38722e-05 9.74862e-05 6.34283e-05 0.000102596 4.97923e-05 4.19379e-05 9.81851e-05 0.000363774 8.74461e-05 0.000404546 0.000113591 0.000108736 0.00011017 0.000136573 7.22512e-05 8.64331e-05 6.62891e-05 5.64387e-05 4.15721e-05 4.14256e-05
threshold=143.58239362595003 184.58362717140002 8.6432548896500023 12.074057039900003 13.153721664750002 12.050972309250001 11.550931964450003 17.142803710550002 -1.0000000180025095e-35 14.414681958350002 33.787611863550005 23.567644028800004 86.162394622750014 186.70853236170004 156.96193988595004 16.465384711100004 41.489621506400006 -0.080869999999999997 16.245379570700006 117.47755492620001 4.0873253509500005 16.385382841850003 22.624947093000003 187.32964365115004 41.29990759910001 23.781511574300001 16.535386346650004 20.852055640250004 14.351157895250003 85.589753040950015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5 -7 9 10 11 -6 13 -12 -10 18 -17 24 27 -20 -21 -22 28 -24 25 -18 -26 29 -23 -16
right_child=3 -3 -4 4 8 7 -8 -9 14 -11 12 -13 -14 -15 15 16 17 -19 19 20 21 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.06491794396493912 -0.016357141737295928 -0.025851511550970992 -0.01059371755624329 -0.001237134253641429 0.0016646385881644164 -0.038195212463398423 0.073992992826232257 0.0090809308796075284 -0.00095556766558239122 -0.0014513461477846715 6.4749797227310276e-05 -0.00029407661590618249 -3.4431949521301385e-05 -0.0019508264631675157 -3.8635646669459624e-05 6.9283878293230781e-05 -0.0016766245445745136 -0.0029749310557079748 0.003050943247544013 -0.0012266414212880967 -0.00062905189291010462 -0.0002462930547521346 0.0002502720499059264 0.0018923761141921029 0.0012833709770406067 -7.8604964657654072e-05 -0.00011447990149307923 -0.0010171410479966152 0.00049562523561943702 0.00039999154372173749
leaf_weight=0.0012303827919940549 0.0011825859108175454 0.0011320911235088715 0.0012071519851701851 0.0011621088620323078 0.51041018797908633 0.0011460812628750518 0.001167223208938712 0.0012195977726303375 0.50772172067227117 0.51491445289286808 0.50146284052931356 0.5059998306715896 3.0064993403589035 0.50875484447986707 14.068637177989869 8.9654810969523684 0.51107757976632284 0.5275901236844075 0.5374585980362373 0.51613600036193918 1.0087085776993303 1.5066390867549444 1.0039033271262101 1.0221873113088618 0.51277251426580872 1.0021523187388082 1.0025131634107536 0.5327530446426384 1.5143730998776874 2.5422522837654915
leaf_count=24 522 19 29 323 551 285 171 105 49 134 29 30 54 71 860 261 55 117 125 121 31 22 11 32 41 24 17 313 39 168
internal_value=8.05279e-08 0.0105948 0.0275219 -8.02349e-07 -3.50785e-07 0.0111243 0.0364605 -0.0138226 -1.57026e-06 -0.000200073 -7.20619e-05 0.000689531 -0.000264779 -0.000950313 2.79693e-05 4.15483e-05 -0.000107074 -0.000551697 0.00011828 0.000413144 0.000197423 0.000318796 0.000508232 0.00107873 -0.000129552 -0.000618319 0.000358553 -3.99894e-06 0.000125616 2.84951e-05
internal_weight=42.8398 0.00356963 0.00243753 42.8363 42.8351 0.00469501 0.00232933 0.00236568 42.8304 5.54804 5.03313 1.01641 4.01672 1.01022 37.2824 36.7746 12.5216 3.55611 24.253 7.10941 6.57195 6.05581 5.0471 2.02609 3.02852 1.51323 1.51529 17.1436 3.02101 16.6109
internal_count=4633 72 53 4561 4039 884 494 390 3155 869 735 581 154 100 2286 2237 515 254 1722 381 256 135 104 43 137 79 58 1341 61 1028
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=18 22 19 12 8 14 15 7 19 18 5 7 7 22 5 2 21 20 2 18 22 21 20 22 19 22 17 22 21 20
split_gain=3.70682e-05 0.000422846 0.000668021 9.91182e-05 4.24552e-05 9.83904e-05 3.51637e-05 0.000176119 5.42359e-05 9.51364e-05 0.000188598 8.59095e-05 0.000381816 7.05616e-05 0.000321967 0.000563937 9.4357e-05 0.000223339 0.000143629 0.000254849 7.52761e-05 5.28001e-05 4.31669e-05 2.73626e-05 7.36518e-05 4.26689e-05 0.000102093 0.000259348 0.000298191 0.00014668
threshold=12.560600218600001 -0.013285 14.351157895250003 194.34319615655002 8.8430989333000021 144.12207640715005 46.435439118750004 23.543468673550006 14.351157895250003 13.876389391100002 20.608876568850004 22.126303133300002 21.442433661550002 -0.066979999999999998 21.438877744300004 102.91212950120001 5.514213733400001 41.444941515100005 108.01392853780001 12.964611930900002 -0.086800000000000002 14.202008575100001 42.206017975500011 -0.095074999999999993 13.151061067750001 -0.033594999999999993 185.54770736950005 -0.054875 3.4465547941500003 42.91168285345001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 8 -8 11 10 -10 12 -7 16 -15 -16 17 -12 19 -18 -20 23 -9 24 -13 26 -25 28 -28 -30
right_child=4 -3 -4 -5 -6 6 7 22 9 -11 13 21 -14 14 15 -17 18 -19 20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.037066550644799842 -0.025753998755227936 -0.048451233187959263 0.068959166396292459 0.0072159644795274681 -0.00089485129842077334 -0.014157305303423337 -0.0019729485756693186 -0.00035008817836198157 0.0021137079009134691 -0.0011242633639454373 -2.858210096841231e-05 0.0012955115999509423 0.06413033775236604 -0.00017094069942435281 -0.00031536820523769832 0.0042242899639433357 -0.00026747653297033079 -0.0023251234324778831 -0.00034193127258967269 0.0028931190131853603 0.00047873079850676225 -0.0010513124356648447 0.00095671238685471035 3.2505898847463075e-05 4.9474194263989153e-05 6.2635378349967037e-05 -0.0025533433226928169 -0.0026933493718614113 0.00027617198034446172 -0.0015597976200072737
leaf_weight=0.0010211738824427719 0.0014821910791756867 0.0010179792144620605 0.0017718165373707961 0.0010008785101937034 0.5247322495648622 0.0015053628240508368 0.51145385929477072 0.5048721528358191 0.52420642817378116 0.51888096722859778 2.3597583756472873 0.51494323272937581 0.0010627890581102473 2.0046646014561698 0.54558009424363241 0.54900223618506061 0.50265227747877339 0.5160750709540024 2.5103370393201199 0.5180636736768065 2.014769786575926 0.5168579286597631 0.50622561458700943 6.5196371695998554 6.0212213053488659 10.068158562868293 0.51914738905625268 0.5168837437627295 3.034573865221855 0.50799598209310115
leaf_count=162 18 152 21 83 156 427 114 32 64 139 30 784 63 18 4 88 18 110 43 37 25 303 43 126 311 807 181 38 182 54
internal_value=9.86353e-08 0.00877658 0.0241321 -0.0151475 -8.87272e-07 1.01997e-05 1.11023e-05 -0.000460746 2.87166e-05 0.000201546 0.00025866 -4.82245e-05 0.0182408 0.000174254 0.000582208 0.00196156 2.41231e-05 -0.000440702 0.000265162 0.00133668 2.34623e-05 -4.98889e-05 0.000304187 -3.1205e-05 0.000147642 -8.64326e-05 -0.000221665 -0.000583588 -0.000315105 1.28984e-05
internal_weight=42.8396 0.00481185 0.00379387 0.00202205 42.8347 42.31 42.3085 1.52255 40.786 12.564 12.0451 28.222 0.00256815 11.5209 3.09925 1.09458 8.42166 2.87583 5.54582 1.02072 4.52511 28.2194 1.0111 27.7026 6.53616 21.1664 11.0982 4.5786 4.06172 3.54257
internal_count=4633 418 266 245 4215 4059 4041 189 3852 576 437 3276 490 373 110 92 263 140 123 55 68 2786 75 2483 1095 1388 581 455 417 236
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=4 22 20 8 20 23 20 17 5 18 7 17 2 8 5 9 17 6 7 17 6 16 21 9 20 9 7 0 6 21
split_gain=4.16215e-05 0.000186706 0.000378251 3.2389e-05 4.13324e-05 6.94664e-05 8.05568e-05 0.000433285 3.53693e-05 0.00017104 0.000435745 0.000129325 0.000522287 3.50233e-05 6.3279e-05 2.8906e-05 0.000104238 0.000375152 7.3023e-05 0.000401391 9.78983e-05 0.00010949 0.000176015 9.64156e-05 5.54957e-05 0.000137778 5.35226e-05 3.52786e-05 0.0001641 8.09786e-05
threshold=143.58239362595003 -0.14704500000000001 39.065416244600009 8.8430989333000021 33.036871954450007 -0.27651499999999996 34.515670600900002 194.75204781875001 13.153721664750002 16.399957653700003 25.487785026200005 238.05090660085003 225.22936691895003 8.7431769115000026 21.990725385850002 189.68479361675003 187.81654873955003 16.405383309150004 23.109894804950002 189.5403704096 16.525386113000007 22.654947022900004 14.136086967800003 205.22231928645002 41.362929270750008 197.61184394335004 23.156313609200001 97.886760529650019 11.215262042800001 3.1734339793000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -7 9 10 -8 12 -11 15 -15 16 -10 -18 19 24 21 26 -23 -22 -17 -26 -20 29 -29 -28
right_child=3 2 -4 -5 5 6 8 -9 13 11 -12 -13 -14 14 -16 18 17 -19 20 -21 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.046719333829183619 -0.018511531826993496 0.038889904721436268 -0.040146620119450832 -0.0007805992664422426 -0.020664568166717939 -0.029562834149034541 -0.016478294464793503 0.055729852885091635 -4.6289902931161206e-05 -0.070936893211750146 0.073654717535741779 0.020957268932417117 0.029777646861114556 0.00098061793062022458 -4.1469791113697181e-05 -0.00036955141159313086 -0.00022859022542372142 0.0030673835317528123 0.001027463750421657 -0.0029965424783221159 -0.0011034414025392059 0.0023636133981174371 -0.00026667751271663634 0.0001605831241376049 0.0017271346322853499 -0.00059955974405705983 0.00073701422566711545 -3.6049443693929538e-05 -0.0019447000997362979 -1.1917431642759253e-05
leaf_weight=0.0010272895896719092 0.0012049649298749845 0.0011132905801635165 0.0013275774618932701 0.52605065809733176 0.0016252044433490145 0.001062202383369403 0.0010412028106813174 0.0013558287569950256 4.8831066960853384 0.0010472429901322356 0.0011062461595270634 0.0011072904365772018 0.0010129357267758491 1.013562226762587 1.5054236703829245 1.5565217243661278 1.0098325548214786 0.52480165897991327 0.50798212186419789 0.53834682429318181 1.519215003551124 0.51631294875551137 0.50155983334798293 1.0010788844374472 0.51618804918440708 0.50203872802092064 1.5523655041286293 3.5033941857307047 0.51692625189589225 20.630451236729144
leaf_count=30 254 12 30 167 144 54 280 47 683 353 69 124 325 32 37 37 110 113 15 114 43 67 8 5 46 10 357 82 343 642
internal_value=1.20562e-07 0.0109546 -0.00409772 -7.66359e-07 8.92957e-06 9.45704e-06 1.02512e-05 0.0182621 9.20799e-06 0.00816635 0.0299532 -0.0066045 -0.0214182 8.18304e-06 0.000369787 -1.47147e-05 0.000179641 0.00089854 -5.21019e-05 -0.000513274 -4.64058e-06 4.95955e-05 0.00106753 -0.000601362 5.94592e-06 0.000579953 1.08054e-05 -8.90384e-06 -0.000281461 4.04932e-05
internal_weight=42.8392 0.00346816 0.00244087 42.8357 42.3097 42.3085 42.3068 0.00241803 42.3044 0.00531492 0.00214745 0.00316747 0.00206018 42.2991 2.51899 39.7801 6.41774 1.53463 33.3624 3.1131 30.2493 27.729 1.01787 2.52029 2.57475 1.01823 26.7111 26.2031 4.02032 22.1828
internal_count=4633 72 42 4561 4394 4140 3996 101 3895 1151 349 802 678 2744 69 2675 906 223 1769 207 1562 1514 75 48 93 56 1439 1424 425 999
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=23 4 18 15 21 20 0 20 20 22 16 6 20 3 16 5 2 3 21 3 7 20 23 12 21 6 5 15 6 6
split_gain=4.17466e-05 3.43681e-05 0.00018617 2.63395e-05 0.000148082 4.29582e-05 0.00012536 0.000172497 5.05028e-05 0.00014939 5.53483e-05 9.69524e-05 0.000325981 9.30156e-05 0.00022562 7.49e-05 7.42661e-05 8.79938e-05 6.55667e-05 0.000285213 6.37331e-05 5.64998e-05 0.000145651 8.99764e-05 9.26156e-05 4.97158e-05 0.000118669 7.44227e-05 5.59609e-05 4.1956e-05
threshold=-0.55393499999999996 143.58239362595003 13.063922652800002 46.435439118750004 15.294585115650001 42.206017975500011 86.345209775600011 44.026978245600006 41.972095654800007 -0.088039999999999993 22.624947093000003 16.485385178400005 40.371455563000005 93.794927255050013 22.614947116400003 24.148799123900002 203.29256851545003 93.437362323750008 6.6209860876500004 94.383699585650007 22.747724408400003 41.489621506400006 0.083070000000000019 208.33288250865004 10.899813468900001 16.455384477450004 21.252944829650001 36.548474543700003 16.285380505300001 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 7 -7 10 -10 13 12 -12 14 15 16 17 20 19 -13 -3 23 -23 24 29 26 27 28 -8 -22
right_child=1 3 -4 4 -6 6 25 -9 9 -11 11 18 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020155451980047673 -0.011408434650944804 -0.0011627715813488388 0.035490675640743805 -0.0017813342071961631 0.00029885576890811231 -0.0024762253004204618 -5.9719102439717416e-05 0.00010969765382205562 -8.004684758996955e-05 0.0020094567188626298 0.00010822725975016226 0.0025691383124126039 0.0029964665410043114 0.0012844829122891507 -0.0021515994450480398 0.0011712957451646704 -0.0012513289199993166 0.0012711407565320816 -0.00010142158311262037 -0.00016577440607481715 -7.2022542282035678e-05 -3.4754392521811651e-05 -0.00198677501318895 0.0013316055465022415 -0.0013372525384613794 -0.00070505905692282741 0.0015083889854926235 -0.0012349367950648365 0.0010323620468811758 0.00030624979664763943
leaf_weight=0.0010276173824043102 0.0018509510566947487 0.51394254007363827 0.0015595736949762795 0.51888985634945228 1.0050620622072584 0.52784950797266594 6.0229372960693146 0.50451433336563345 1.0044063911600325 0.51895402356199749 1.5182974739282129 0.52319551489199501 0.52620876445052989 0.50945676660411976 0.51416751133729022 0.50597316403582127 0.51048399388868304 0.50659729295875777 5.5144667574841151 1.4061192910412499 10.543885912921576 1.5021701805449486 0.51271300453537971 0.51453046112954659 0.51037765705048244 1.0095375116473517 0.51437503843865862 0.50476286993807651 0.50886109311522876 4.0616417433577974
leaf_count=73 52 80 20 187 20 251 1110 215 44 73 43 33 80 307 21 18 491 10 55 51 643 21 76 90 88 37 107 41 83 213
internal_value=1.29276e-07 -3.54221e-07 0.0100377 -1.15346e-06 -0.000409427 1.39079e-05 -0.000171518 -0.00121249 6.9989e-05 0.000631772 4.16459e-05 0.000241652 0.000851593 -5.0005e-05 -8.36674e-05 -2.96462e-05 -6.13334e-05 -2.87887e-05 7.41259e-05 0.000575885 -6.50535e-05 -3.3081e-05 -0.000531471 3.11653e-05 -1.31004e-05 -4.59801e-05 4.21367e-05 -6.50468e-05 2.53597e-05 3.3171e-05
internal_weight=42.8388 42.8378 0.00341052 42.8344 1.52395 41.3104 9.59284 1.03236 31.7176 1.52336 30.1942 9.48829 2.04451 20.7059 20.1965 19.6823 19.1763 18.6659 7.44378 1.92931 18.1593 17.6453 2.01488 15.6304 15.1159 8.56047 7.55094 7.03656 6.5318 14.6055
internal_count=4633 4560 72 4488 207 4281 1844 466 2437 117 2320 262 123 2058 1751 1730 1712 1221 139 84 1211 1131 97 1034 944 1378 1341 1234 1193 856
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=23 4 14 21 14 19 17 23 23 16 7 21 9 18 12 12 17 15 2 16 5 23 22 0 7 18 2 20 20 20
split_gain=3.39605e-05 2.95201e-05 7.45228e-05 0.000544838 0.00193047 0.000616694 0.00024255 0.000726056 8.45938e-05 7.37619e-05 9.18611e-05 7.32287e-05 0.000176729 0.000219691 0.00753016 0.0042545 7.47211e-05 5.07461e-05 0.000133615 0.000104439 4.74412e-05 0.000214856 5.73074e-05 0.000126973 4.77862e-05 0.000154577 7.34594e-05 6.18475e-05 0.000105866 4.32646e-05
threshold=-0.55393499999999996 250.04947801505003 255.27041524225004 0.15802222800000001 265.16683954625006 13.451085274650001 180.67147619190004 0.079220000000000027 0.08079500000000002 22.674946976100003 23.050081659550006 7.3938557349000016 205.22231928645002 13.164254432300002 226.26044291545003 217.08460102575 200.30016490490002 41.831907381600011 110.58799860680001 22.684946952700002 21.757682542950004 0.092015000000000027 -0.099379999999999996 86.420486603250012 23.225757870600003 13.258241318650002 80.759923107050014 36.558960102350007 37.500638522700008 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 8 4 -4 -6 7 -5 -3 10 -8 12 13 -12 15 -15 29 19 -19 20 22 -22 23 -2 25 26 -24 -26 -29 -13
right_child=1 2 3 6 5 -7 9 -9 -10 -11 11 16 -14 14 -16 -17 -18 18 -20 -21 21 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=0.018214146506442461 0.0018141139100891089 -1.8011585283750905e-05 0.096582176087513127 0.013883783889353388 -0.065453430033762569 0.018898623471051271 -0.0014171851377063371 -0.08539674352141316 -0.0018473556993994869 0.0011142626567678384 -1.8962658108431424e-05 0.0003069368722314282 -3.9040343922889149e-05 -0.095019762534683708 -0.00032675123668469172 -0.011650377424032661 0.0012809350262330062 -0.00011516285085746855 0.0019160390051339189 -0.0013223911656947964 -8.4070636916230016e-05 0.0022575030215490318 0.00016422694775076389 0.00014951144801119494 0.0011048242949614673 -0.0019848263378879666 -0.00084367595113463232 -0.0014323163720830817 3.8742960048578995e-05 -0.00016050332071087077
leaf_weight=0.0010236520839147492 0.51705811651868572 0.50059503850112819 0.0025301269280433802 0.0017278708756652663 0.0015376794992068613 0.0019863083623583577 0.5129404861049317 0.0012840099717241916 0.51063636999074968 0.51547398835315483 0.50049928243798203 3.5220320722854206 3.5185323764635221 0.013386931715925865 0.51066648839371631 0.011278078486318677 0.52006331787701654 0.85648680512531317 0.5207653239660317 0.55875420312227575 1.5141721497103691 0.52868029763966617 2.5122474168456077 4.0279397340353817 0.51296356585694169 0.51227226893137157 1.0153861117844654 0.50681318086898031 14.086115732456184 4.5227218112153489
leaf_count=73 42 32 34 244 252 60 202 109 53 97 5 92 320 104 232 25 302 12 64 77 460 85 82 548 100 82 36 29 527 253
internal_value=1.38057e-07 -2.97188e-07 -0.000112418 -5.31763e-05 0.0299395 -0.0179081 -6.60082e-05 -0.028441 -0.000941766 -5.99674e-05 -0.000104369 -5.30396e-05 -0.00037703 -0.00152512 -0.00293328 -0.0568991 0.000119243 6.11649e-05 0.000652873 3.01699e-05 5.95381e-05 0.000521917 1.96672e-05 0.000338884 -5.61112e-05 -0.000361605 -0.000125886 2.55897e-05 -1.2347e-05 4.41443e-05
internal_weight=42.8386 42.8375 15.1679 14.1567 0.00605411 0.00352399 14.1506 0.00301188 1.01123 14.1476 13.6321 13.1192 4.55436 1.03583 0.535331 0.024665 8.56482 27.6697 1.37725 26.2924 25.7336 2.04285 23.6908 4.545 19.1458 4.03991 3.52763 15.1059 14.5929 8.04475
internal_count=4633 4560 2416 2331 346 312 1985 353 85 1632 1535 1333 686 366 361 129 647 2144 76 2068 1991 545 1446 590 856 200 118 656 556 345
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=8 8 5 23 18 0 22 8 20 15 23 20 20 23 6 23 10 23 4 21 10 16 20 17 18 22 17 16 17 4
split_gain=3.87716e-05 3.45727e-05 5.50849e-05 2.65617e-05 0.000168698 0.000126579 0.000221978 0.00017864 8.80895e-05 0.000398706 8.8073e-05 0.000200013 0.000107562 0.000123073 6.03964e-05 5.39491e-05 3.22026e-05 0.000150393 4.08363e-05 0.00016258 0.00465496 0.00306243 0.00153025 0.00247935 0.00418157 0.00233143 0.00056397 0.00111813 0.000419554 0.000117949
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 0.10487000000000003 13.900697602550002 86.345209775600011 -0.086139999999999994 7.943800736700001 34.424709467050008 31.264641197600003 0.096480000000000024 41.404176814550006 41.037275035300006 0.10131500000000003 16.165377701450002 0.094780000000000017 61.966271448700006 0.083395000000000011 169.78554988275002 2.8426267373000003 62.111448187750007 22.624947093000003 39.955516828000007 193.82504409230003 14.243842826850001 -0.092614999999999989 199.89028782265004 18.924955745200005 203.65799419860002 186.21894689785003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -5 -8 9 -1 15 12 13 -12 -7 16 17 -10 -18 20 21 -20 23 29 -25 28 -27 -28 -26 -22
right_child=-2 2 -4 4 -6 14 7 -9 10 -11 11 -13 -14 -15 -16 -17 18 -19 19 -21 22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.022880164236948858 -0.00085219738040195024 0.0009398233209820813 -1.3757954584951748e-05 5.5124451386620094e-05 -0.0019072430220493744 2.1739240088305532e-05 -0.00040451778461698945 -0.0030539097962420923 0.0002482492279255244 0.063533905293655726 0.0018227223251953799 0.0022687544356323175 -0.0011472480708691157 0.00012231770184682286 0.00079526977040706977 -0.0010572371735755135 0.00028234644788675817 -0.0018496263677774769 -0.095974366246004694 -3.184926591328029e-06 -0.061734011341763484 0.046542260241184047 0.00053289343632197442 0.074361486910519456 0.090148543644259643 -0.10007441595581584 -0.09433086748795777 0.010043760470397253 0.002167848344865283 -0.099717317023548635
leaf_weight=0.0010675936176828263 0.52726994239033942 1.013568190026944 1.5057007172402732 2.0125695128620014 0.52503273886152069 3.0073381397305639 0.49866781383752445 0.51976668141973903 1.008323276947549 0.001068121600098948 0.51695476640840565 0.53396539380056962 0.51292482487269797 2.4101166208949567 1.5193330625661472 0.50714500399625251 4.5401925440313269 0.51689062283792697 0.0081107298299073483 20.61523518400584 0.0010520827885009817 0.0018520685749194863 0.51431736316925813 0.0043224724122410416 0.001117874317865919 0.0034297386606674252 0.0021795346285797407 0.0019398633314722247 0.0010521853224042532 0.003667199973690527
leaf_count=287 204 34 38 50 266 34 2 47 399 19 97 124 32 57 29 71 219 87 91 1784 24 37 357 11 14 27 34 15 47 96
internal_value=2.09182e-08 1.06416e-05 0.000369893 -1.21043e-05 -0.000173928 -5.35141e-05 -0.000553645 -0.00175666 2.91476e-05 0.0203376 2.77796e-05 0.000468059 0.00018855 0.000422629 0.000281367 -3.53146e-05 -1.62774e-05 -0.000462715 1.02188e-05 -4.81749e-05 -0.00175611 -0.0694807 -0.000490393 -0.028543 -0.0074679 -0.0438603 -0.0701197 -0.0451799 0.0474898 -0.0912496
internal_weight=42.8362 42.3089 2.51927 39.7896 8.08271 7.55768 3.031 1.01843 31.7069 0.00213572 31.7048 3.97396 3.44 2.92707 4.52667 27.7308 27.2237 1.52521 25.6985 21.1583 0.543041 0.0099628 0.533078 0.018761 0.0140417 0.0097192 0.00754914 0.0041194 0.00217006 0.00471928
internal_count=4633 4429 72 4357 428 162 99 49 3929 306 3623 310 186 154 63 3313 3242 486 2756 2537 753 128 625 268 148 137 76 49 61 120
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=8 19 20 3 7 21 10 8 23 9 21 17 8 16 21 16 18 23 16 15 5 16 6 23 17 21 22 5 4 15
split_gain=3.13754e-05 4.14142e-05 8.22571e-05 0.00020825 0.00013401 8.19981e-05 0.000235615 6.49958e-05 0.000141835 0.000368195 7.56475e-05 9.75047e-05 6.7421e-05 0.00012456 5.36744e-05 3.75927e-05 0.000272575 0.000412487 6.50193e-05 0.000314824 7.23801e-05 3.71368e-05 7.14763e-05 3.48135e-05 0.000105696 3.84395e-05 0.00140446 0.00352265 0.00401919 0.000584743
threshold=8.8430989333000021 14.351157895250003 39.955516828000007 94.472418703950012 22.773029501100002 4.7516206878500009 62.095317438950012 8.543332867800002 0.085855000000000029 200.77913281735002 9.2861839891000013 197.26918533450001 8.3434888241000014 22.614947116400003 3.3686516035500005 22.594947163200004 12.783127173500002 1.0000000180025095e-35 22.624947093000003 36.136500007950012 22.665750084250003 22.644947046300004 16.545386580300001 -0.091114999999999988 191.20566072810004 10.738578069800001 -0.036264999999999999 18.331716563250001 260.65496565085004 36.548474543700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 -4 6 -6 10 -9 -10 11 -7 -12 -14 -8 16 17 -1 19 -17 -20 -22 -23 24 -18 -25 27 28 -27 -29
right_child=-2 2 4 -5 5 7 14 8 9 -11 12 -13 13 -15 -16 18 23 -19 20 -21 21 22 -24 25 -26 26 -28 29 -30 -31
leaf_value=-0.002342932289682072 -0.00076655027586217995 0.0023410735149610889 0.0016144097909169012 -0.00011771116804332334 -0.002414390822412087 0.00086828632907059609 0.00092963332899178436 -2.127737826922641e-06 -0.00049224336396650153 0.0032908784573302662 -0.00011366177803337538 -0.00019462475550679505 2.3667452467072174e-05 -0.0021845024193887915 -0.00052698905702996219 0.00019469668108718752 -0.0015871840113106089 0.081146709326078967 -0.00040608990394295119 -0.0028382934060794777 -6.2960073446616973e-05 0.0016298184082762721 -5.1234417268635034e-05 5.8994342902734471e-06 0.00045140242741368084 -0.073878600106586784 -0.00011795520474498567 0.045636323705089979 0.058728911257474585 0.095880592887415697
leaf_weight=0.0013742668406274685 0.52754540064619604 0.5756615339306268 0.53620077745113448 0.85768735767942417 0.51994826259135507 1.5136723290713177 0.50833869982602642 2.0036401673118864 0.50317382327921201 0.52640244836584316 2.5039027198321162 2.0078403260576643 0.51223885980888872 0.50958269254198285 0.50357299762390539 1.0013293332740421 0.51046262805340548 0.0010392673012193931 3.0127128849135261 0.51994284795796009 1.0032916182987466 0.50970844291681749 0.50206642414104863 20.630363430104794 0.50687515255130977 0.0052061166782196994 0.5061020750466747 0.0045021190385298171 0.0040743415742868633 0.0047708135873563151
leaf_count=349 204 84 176 18 116 23 91 26 13 36 29 51 31 19 16 5 390 125 57 58 14 34 16 1931 208 84 111 49 253 16
internal_value=-1.18204e-07 9.43909e-06 0.000153325 0.000869786 6.87925e-05 -2.57671e-06 -0.000684245 0.000101012 0.000488056 0.00144199 -6.55766e-05 0.000262253 -0.000393014 -0.00107755 0.000204752 -5.85962e-05 3.57522e-06 0.0336077 -0.000269105 -0.000841924 -9.57859e-05 0.000368148 0.000795641 -8.27029e-08 -0.000571485 2.73959e-05 0.000872672 0.0278952 -0.0156608 0.0714864
internal_weight=42.8332 42.3057 13.5819 1.43335 12.1485 11.6123 1.53186 10.0805 3.03322 1.02958 7.04724 3.52151 3.52572 1.02182 1.01191 28.7238 22.1748 0.00241353 6.54905 1.52127 5.02778 2.01507 1.01177 22.1724 1.01734 21.155 0.524655 0.0185534 0.00928046 0.00927293
internal_count=4633 4429 729 102 627 451 223 228 75 49 153 74 79 50 107 3700 3516 474 184 63 121 64 50 3042 598 2444 513 402 337 65
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=16 8 5 14 19 5 13 15 20 5 22 21 21 23 16 21 5 9 3 23 22 22 17 7 15 3 9 13 20 23
split_gain=3.52058e-05 2.54389e-05 5.80232e-05 3.37146e-05 3.29468e-05 8.53269e-05 5.72697e-05 5.24324e-05 0.000179667 8.32897e-05 0.00022916 0.00056993 9.00838e-05 0.000125756 0.000272722 5.65346e-05 0.000121583 3.48109e-05 7.99081e-05 0.000121127 3.27469e-05 6.58848e-05 0.000150394 0.000515883 0.00010752 0.000313346 7.23913e-05 5.13373e-05 4.97673e-05 5.23729e-05
threshold=9.3849780538500021 8.8430989333000021 9.1899936892500005 144.12207640715005 14.351157895250003 20.201591378100002 116.86189801435002 46.055224235250002 43.022303514600004 21.482549112100006 -0.06828999999999999 14.550451234850001 7.6791457491500008 0.098085000000000019 22.574947209950004 5.2921303083500009 20.497141515850004 187.55294863440002 92.813640037450014 0.10990500000000002 -0.095074999999999993 -0.033594999999999993 185.54770736950005 23.567644028800004 37.882159664350006 83.511574906150017 204.20786774030003 117.62810858150002 36.558960102350007 0.077080000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 20 -6 -7 9 -9 15 12 -12 17 14 -14 16 -8 -11 -19 -20 -5 22 -22 -24 25 26 -25 28 -23 -30
right_child=1 -3 3 4 5 6 7 8 -10 10 11 -13 13 -15 -16 -17 -18 18 19 -21 21 27 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.018132271279627698 -0.019436743698060026 -0.00068955135870935698 -0.014449700992096946 0.0001462400244367468 0.0013931378506200477 0.0011241058457607154 0.00024329376451720085 -0.0019605508338090966 0.00069451964820703611 0.00022658318928817632 0.0037894552597785799 -0.00078162006598776344 -0.00029650245841864536 -6.8811124187194208e-05 0.0029748873339531055 -2.9878667413853039e-05 -0.0019454934227021332 9.7156499538741917e-05 -0.0022470313077636197 -5.6544888019984823e-05 1.8047028093776517e-05 0.000982845499624982 -0.0036400433193443335 0.00018518409854321945 0.00033543511826806876 -0.0029024808793526691 -0.0011936900163805821 0.0010547492779733609 -0.0010172049963948701 2.6745702586079016e-05
leaf_weight=0.0010707823064269864 0.0015343894646794301 0.52779322548132412 0.0016124975898595953 6.53978665252962 0.52135277778692923 0.51304883632064857 0.50116016470474078 0.51289819674930714 0.50661575328689423 0.85651066378522722 0.58598906200768641 0.51028790093096177 0.50053830122487852 1.5077707096297672 0.51913168521059561 4.0163756474448746 0.51414311302960414 1.0041659189228087 0.50992600065842431 0.49993654780701036 7.021665399816726 0.5124524661611759 0.53393894504779371 1.5078930694768511 1.5091285233156222 0.52649860571672125 0.5093635405456084 0.50631080162645581 0.50752085517257306 9.0458181105544586
leaf_count=543 513 204 34 1298 84 57 14 124 36 9 75 28 7 22 39 65 100 20 37 3 142 77 63 53 60 129 148 20 208 421
internal_value=-4.26614e-08 4.10646e-07 9.01888e-06 9.72422e-06 1.02754e-05 0.000138622 8.85357e-05 4.61859e-05 -0.000641196 0.000106987 0.000343606 0.00166174 7.59061e-05 0.000511267 0.00136902 -0.00019841 -0.000865094 -0.000307418 -0.000534514 -0.00116262 -5.04105e-05 -0.000108391 -0.000272866 -0.000718206 -0.000333274 -0.000729998 -0.000162986 7.22067e-05 2.27847e-05 -2.87141e-05
internal_weight=42.8322 42.8312 42.3034 42.3018 42.3002 13.5799 13.0585 12.5454 1.01951 11.5259 6.49426 1.09628 5.39798 2.52744 1.01967 5.03168 1.0153 2.87054 2.01403 1.00986 28.7204 22.1806 11.6085 4.58682 4.05288 2.54376 2.01726 10.5721 10.0658 9.55334
internal_count=4633 4090 3886 3373 3339 720 636 579 160 419 240 103 137 68 46 179 114 69 60 40 2619 1321 595 453 390 330 201 726 706 629
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=16 5 5 9 17 3 7 21 8 8 8 8 8 8 8 8 2 15 4 19 20 21 21 23 21 22 0 9 9 9
split_gain=5.80922e-05 2.98209e-05 7.0549e-05 5.50026e-05 0.000112668 0.000796208 0.000307756 4.31998e-05 0.00164007 0.000749807 0.00036568 0.000717171 0.000276148 0.000102031 0.000230889 4.97137e-05 3.48372e-05 0.000104802 9.92653e-05 0.000129868 7.87583e-05 7.17223e-05 6.67505e-05 0.000354987 0.000178255 5.2216e-05 8.92786e-05 5.63791e-05 0.00013192 0.000131613
threshold=22.794946695500006 17.352342178450005 17.640922824350003 215.63980588275004 176.09745774210003 87.399085362750014 19.164717746300003 6.9285860282000007 8.7431769115000026 3.3473877318000005 8.1436447804000007 8.3434888241000014 8.0437227585500022 7.943800736700001 7.7439566930000003 1.5487913386000003 121.84632764400003 38.567335632300008 223.08753051465001 14.551174033150001 39.683197198900011 9.027058870800003 4.7516206878500009 0.084365000000000009 5.1836832807500004 -0.099379999999999996 86.420486603250012 193.49750438550004 189.68479361675003 198.73585755510001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -7 -1 9 15 12 -12 13 14 -11 -9 17 21 19 -18 -20 25 23 -22 -24 26 -6 28 -27 -29
right_child=-2 2 3 -5 16 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 18 -19 20 -21 22 -23 24 -25 -26 27 -28 29 -30 -31
leaf_value=-8.893214104078213e-05 -0.0010180219776051767 0.0012232394813945851 0.067994559774293306 0.0010644412644559918 0.001705100378834704 0.010493483686887416 -0.060012246915222882 0.0015941507528112711 -9.3547603966143879e-05 -0.068015825591677584 -0.10005263494123143 -0.016685792441918271 -0.0062795547359516413 -0.066581133468131284 -0.0075869733159883244 0.030072275832233372 -0.0021268878082851229 0.0012087199816186282 0.0012004581926871013 0.00013107564897507545 0.00020636865046005817 -0.0010601334770302172 0.0018644835618825317 -0.0027935330896903697 -3.0792321240119377e-05 1.9972498809727817e-05 0.00022681942578151428 0.001689890098634645 -0.001842712878739829 3.1462789531504479e-06
leaf_weight=9.5457191059988791 0.55330565411881494 0.51328390029337256 0.0017549039693089243 0.51697291132719314 0.51255503957759652 0.0014470533573164648 0.0010820160875060578 0.0013164901044029767 0.49969150125980377 0.0011527862055994015 0.0027341905998103933 0.0016574115109699861 0.0026418634280824804 0.0016840326880513956 0.0014003659702153115 0.0011471163508218751 0.5183991676941726 0.88541736746083266 0.52741347200539124 0.50080065887595993 1.5083126826449453 0.5283549652123164 0.51203394288831106 0.53414618344982301 16.095203476499542 1.5067298539581924 2.0131408455207946 0.51535934704497766 0.50854525763133995 4.5181290199409432
leaf_count=1269 110 51 87 134 43 266 356 326 2 104 31 47 37 34 47 122 63 69 170 6 117 95 28 182 440 59 144 96 29 69
internal_value=-9.73463e-09 1.33132e-05 6.02406e-05 4.14128e-05 2.44556e-05 0.0162406 -0.0196711 -0.000136993 -0.00103056 -0.0351217 -0.0460457 -0.0685896 -0.0316536 -0.0474742 -0.0348715 0.0148543 2.22279e-05 0.000165521 -5.57336e-05 -0.0010174 -4.62419e-06 7.40939e-05 -3.87039e-05 -0.000578169 2.76428e-05 0.000136685 0.000526816 -3.10605e-06 -0.000450067 0.000175845
internal_weight=42.8315 42.2782 32.2191 31.7058 31.1888 0.00428397 0.00252907 10.0591 0.513426 0.0137343 0.0112707 0.0043916 0.00687905 0.00423718 0.00255315 0.00246361 31.1845 10.9882 20.1963 1.0192 19.1771 10.1028 18.6497 2.04246 16.6072 9.57446 2.5257 7.04876 2.01528 5.03349
internal_count=4633 4523 2504 2453 2319 709 622 2019 750 748 300 78 222 185 151 448 1610 604 1006 69 937 535 767 299 468 440 187 253 88 165
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=16 18 3 9 21 2 16 16 5 21 0 21 14 4 16 13 20 22 9 18 22 20 17 15 13 20 8 20 12 12
split_gain=4.70108e-05 2.43137e-05 0.000163184 0.00717857 0.00246418 0.00187606 0.0027854 0.000373458 0.0013077 0.00021003 0.00011088 0.000172711 0.00493253 0.00419695 0.00197075 0.00219676 0.000732142 0.000345203 0.000140556 0.000109803 7.79286e-05 0.000229588 9.12711e-05 0.000111546 9.17628e-05 6.4438e-05 0.000128688 6.06333e-05 5.65794e-05 0.000180067
threshold=22.794946695500006 13.988302431200003 86.26455603170001 205.22231928645002 0.7788365504000001 210.71970372160004 22.544947280100004 20.604951816700005 19.221712148250003 4.2568053065500004 94.109476856350014 6.9984086918000008 180.60078875305004 267.06082587310004 15.839962959300001 102.83621194775002 41.559097512700014 -0.097799999999999984 205.73475031020004 17.327266398450003 0.011900000000000003 41.243661560350013 199.89028782265004 46.055224235250002 117.66037007905001 38.238138001450004 7.943800736700001 38.396531328800009 140.76381847615002 160.67073594290002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 10 4 -4 7 -7 8 -6 -8 -3 25 -13 17 15 16 -15 -14 -16 -18 22 -22 23 28 -24 26 -12 -27 -1 -30
right_child=-2 2 3 -5 5 6 9 -9 -10 -11 11 12 13 14 18 -17 19 -19 -20 -21 21 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00024712689182223088 -0.00091543990892288974 0.0014052036587968316 0.014312260376359437 0.00063581313744136064 -0.10022814148916007 0.091794869961339329 -0.041400816282062561 -0.10017073176529581 -0.0010537233624471178 -0.10003705502800578 0.00035458840161992251 2.907966673962763e-05 -0.039623356310675019 -0.082315731446657034 -0.050402256480840263 0.10001371631448602 -0.007606170995286746 -0.10005534245495673 -0.10001924918269944 0.035707611179232046 0.002398534118162661 -0.0005835210992983131 0.00190273987864042 -0.0014590058674256072 2.5984247402600632e-06 0.0011229357176523696 -0.0018963832917810808 5.9800410975369823e-06 -0.0019067951542711247 -1.7976304558038757e-05
leaf_weight=7.9331915776351272 0.55375487428896875 0.52296473869399562 0.0041097175538304933 0.52414796547972742 0.0041066794547441896 0.0016041743856606274 0.0010207310242549283 0.0090582967095542699 0.0019660908849914449 0.0015213355232219783 0.5049647232329455 0.50301242993676099 0.0010499177282441438 0.0012556584195472509 0.0010158924679497527 0.0025915097867255099 0.0012791563983660659 0.0094803447794397644 0.0013035323306667124 0.0010789592845212026 0.52133053251090489 0.51147306352989419 0.51453860448723421 0.51491759134376991 0.50222120092917066 0.50559481842444398 0.5109870832373069 12.54240058626338 0.52159861505156868 15.601370194961733
leaf_count=634 110 118 29 153 44 22 26 18 23 22 341 41 86 106 87 12 166 124 50 152 97 160 39 168 7 16 120 1011 127 524
internal_value=-3.31864e-08 1.1957e-05 -8.6929e-05 -0.00178284 -0.0559895 -0.0709771 -0.0113824 -0.0873073 -0.0681199 -0.0764925 -2.54708e-05 -7.67659e-05 -0.00186277 -0.0518037 0.000356852 0.0297527 -0.020633 -0.09403 -0.0782873 0.0122121 7.01152e-05 0.000921737 3.57411e-05 -2.67793e-06 0.000964179 -1.04678e-05 -0.000777569 4.92608e-05 2.84945e-05 -7.9082e-05
internal_weight=42.8309 42.2772 15.6565 0.547535 0.023387 0.0192773 0.00414624 0.0151311 0.00607277 0.00254207 15.109 14.586 0.522067 0.019055 0.00852471 0.00620528 0.00361377 0.0105303 0.00231942 0.00235812 26.6206 1.0328 25.5878 24.5711 1.01676 14.0639 1.01595 13.048 24.0562 16.123
internal_count=4633 4523 2767 337 184 155 70 85 67 48 2430 2312 824 783 573 436 424 210 137 318 1756 257 1499 1453 46 1488 461 1027 1285 651
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=16 23 20 6 23 23 15 15 13 0 4 7 22 20 20 22 23 23 6 14 21 20 9 3 4 4 23 7 8 10
split_gain=3.80248e-05 2.61638e-05 0.000140902 0.000106122 0.000134332 7.87564e-05 0.000154937 0.000476766 0.000103745 0.000125756 0.0001982 0.000321567 0.000111153 0.000433921 0.000101344 9.44054e-05 0.000115201 4.87269e-05 5.58111e-05 0.000134438 0.000127961 5.14455e-05 0.000174928 8.29603e-05 7.74716e-05 5.32965e-05 4.77546e-05 4.23622e-05 0.000123765 4.04079e-05
threshold=22.794946695500006 0.091885000000000022 34.424709467050008 16.565387047600002 0.088565000000000019 0.10249000000000003 38.86986296220001 45.484733152800011 108.49810477050001 86.345209775600011 256.68271631930003 22.929105819350003 -0.086139999999999994 40.250747516500006 41.037275035300006 -0.091639999999999985 0.10176000000000003 0.09117500000000002 16.465384711100004 245.99173885435002 12.944362924650003 38.911218973650008 198.44478460200003 86.26455603170001 164.41789168470004 176.39898793990002 0.050735000000000009 23.853977146050003 8.6432548896500023 61.928633034850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 -5 6 14 -8 -7 12 11 -11 -10 -14 15 16 -3 18 20 26 21 22 23 -4 -23 -26 -20 28 -28 -27
right_child=-2 5 3 4 -6 8 7 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 24 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.033278273925056855 -0.00082325366376811136 0.0021303061352234893 0.00053936935507211488 0.0020734215725869832 -0.00022499804889972963 -0.0014779880022097033 0.0036422736113891096 0.00017074713525235064 2.8274372050652921e-05 -0.00023610440506277412 4.9786930659102318e-06 0.0032824480534137594 -4.3096223422792117e-05 -0.0034194988650321717 -0.001257486215125363 2.1549871660030989e-05 -1.4743701491857135e-06 -0.0010737584103286768 0.00038384340369546641 -0.0019295405803723621 0.0015411116703682448 0.0012182913088796925 -0.0021177088652938585 -0.0010258512063660596 -0.00059697118763260689 -0.00084776885375430027 -0.0020242588136128829 -9.4301547109285208e-05 0.00018485361181116869 6.3099240113992993e-05
leaf_weight=0.0012677458083513162 0.55415906037656171 0.51418932130585104 1.0078946031155065 0.51488518536836625 0.50240984605594008 0.51221022500862368 0.53622801512682405 1.50856516053037 2.512791168880959 0.51043170124785298 4.0155921920131163 0.52886550765765605 1.3617775505990701 0.52829118588653035 0.51854843218401647 5.0201096368280487 0.49999653865460125 0.50830884287936484 1.0039654448032842 0.51469301943811618 0.51752903053907218 0.5110961804163584 0.51607721354023528 0.50995639564001471 1.5108593603166394 0.50588556890420022 0.51247769369206275 1.4990669861435888 0.50205724807892693 13.066295135869034
leaf_count=245 110 131 138 392 28 256 83 41 55 28 58 58 20 66 201 149 8 88 24 165 371 113 121 55 53 57 38 6 6 1469
internal_value=-2.75591e-07 1.0513e-05 -5.91148e-05 -6.08978e-05 0.000938305 9.94049e-05 0.000321185 0.00108112 -9.1848e-05 -1.67778e-05 0.000323538 0.00155438 -0.000407492 -0.000986831 8.40488e-05 0.000199332 0.00107933 -0.000105704 -8.35166e-05 -0.000420037 -8.73597e-06 -5.42368e-05 -0.000527262 1.34981e-05 7.45946e-06 -3.35702e-05 -0.000199166 -0.000432027 -0.000931048 2.91478e-05
internal_weight=42.8265 42.2723 23.7047 23.7035 1.0173 18.5676 8.59764 2.04479 9.96996 9.45775 5.05489 1.0393 4.40286 1.89007 6.55284 6.0343 1.01419 22.6862 22.1779 4.03226 18.1456 17.6281 2.03393 1.51785 15.5941 15.083 3.51757 2.5136 1.01453 13.5722
internal_count=4633 4523 3369 3124 420 1154 613 124 541 285 144 86 141 86 489 288 139 2704 2616 239 2377 2006 314 193 1692 1579 74 50 44 1526
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=8 14 20 23 19 18 18 3 7 9 20 2 21 2 8 9 21 20 6 17 15 22 21 22 21 6 5 15 17 23
split_gain=5.46069e-05 3.89282e-05 5.37739e-05 7.70554e-05 3.20311e-05 0.000426927 0.000872214 7.97667e-05 0.000443483 0.000104456 8.11396e-05 0.000205661 0.000125905 0.000178848 6.23542e-05 0.000115957 4.50953e-05 0.000110603 0.000218637 6.44929e-05 2.8119e-05 0.000235968 3.03868e-05 5.68603e-05 0.000224568 0.000360637 0.00020341 3.45705e-05 3.07514e-05 7.89446e-05
threshold=8.8430989333000021 144.12207640715005 33.036871954450007 -0.27651499999999996 14.351157895250003 12.722397935550001 12.854871756700001 93.883646373400012 22.812602664350003 186.16747084260001 40.21994457600001 210.71970372160004 4.7516206878500009 129.01927736685002 8.543332867800002 200.77913281735002 9.5763142249000008 40.574766824850009 16.305380972600002 197.26918533450001 43.376643616500012 -0.064729999999999996 14.202008575100001 -0.16533 2.2033311313000001 14.865347326450001 16.222050829800004 41.54912092575001 195.59800312745003 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 -6 -9 11 -10 13 -12 16 -16 19 -18 -19 -14 22 -22 23 24 -8 26 -26 28 29 -25
right_child=-2 2 3 4 7 6 20 9 10 -11 12 -13 14 -15 15 -17 17 18 -20 -21 21 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.015312898837230405 -0.0010122234100574266 -0.021274334978795953 -0.02189243635802144 0.048110000354517519 0.0030517648250136401 -0.062087960897441299 -0.019780717375455559 1.5451291174451939e-05 0.0023427914324003879 -0.001609685031609057 0.0003178771795265052 -0.00049292122696330471 0.00067641105653447027 -0.0023206593687081977 -0.000116132505880582 0.0011212817753683952 0.00017450351057974272 0.00030257885498343406 -0.0026227440396895899 -0.00018863793195360366 -0.0022129444635468104 0.00042393625750531051 -0.00078366332588647729 -0.0013342118034444252 0.025509351163322726 0.068653938833908537 -0.031785587982186538 0.00080707681930364977 0.00011339009108637787 -6.9326170399258417e-05
leaf_weight=0.0016574130820065083 0.52663464767418489 0.0011866355792936592 0.0016056836125305498 0.0018409225229899509 0.53494286110179601 0.0022659642862973275 0.0017247834125695477 1.3623183395012581 0.52166590972774318 0.55730144274020599 0.50262282326002494 0.50174919848723221 1.5104299299127872 0.52547201995571413 1.5032976434813465 1.5260590656798738 1.5038268762873488 0.50627140371913959 0.51578192572621617 2.0070871763286959 0.51108963590569101 1.0100624670067178 0.51153935404036488 0.50956491310217344 0.0015489563123484706 0.0012152114222575491 0.0010328012093026584 0.5108027173581452 10.077068310690285 15.576612285575822
leaf_count=36 204 254 144 339 127 17 229 58 50 117 62 13 14 116 18 39 8 21 33 42 81 34 334 121 179 29 97 28 877 912
internal_value=-2.19045e-07 1.23805e-05 1.2981e-05 1.35782e-05 1.44099e-05 -4.54323e-05 -4.85196e-05 0.000140963 0.000239309 -0.000456356 0.000104063 0.000952528 1.80971e-05 -0.00103071 0.000136945 0.000507223 -4.86639e-05 -0.000371021 -0.00117369 0.000182816 -4.36234e-05 -0.000462025 -2.02168e-05 -5.57885e-06 0.010141 0.0237331 0.0025892 -7.67929e-06 -2.35863e-05 -0.000109394
internal_weight=42.8263 42.2996 42.298 42.2968 42.2952 28.7164 28.7145 13.5788 11.6592 1.91962 11.1243 1.02342 10.1008 1.02809 9.07275 3.02936 6.0434 2.52588 1.02205 3.51752 28.7123 1.52115 27.1911 26.6796 0.00552175 0.00379697 0.00258176 26.674 26.1632 16.0862
internal_count=4633 4429 4393 4139 3995 3277 2938 718 543 175 416 63 353 178 175 57 118 62 54 56 2921 115 2806 2472 534 305 276 1938 1910 1033
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=8 14 20 23 8 5 23 13 7 0 2 23 20 20 4 15 7 13 10 23 23 20 0 23 16 4 7 10 10 0
split_gain=4.42027e-05 3.161e-05 4.37658e-05 6.27323e-05 2.60765e-05 6.11909e-05 2.04224e-05 0.00013883 0.000120413 0.000202114 0.00011151 6.07882e-05 0.000190509 5.53379e-05 0.000115221 4.06061e-05 7.511e-05 4.01437e-05 5.85819e-05 0.000139247 4.45986e-05 3.93891e-05 0.00236966 0.00611669 0.00126768 0.00122868 0.00221979 0.000372201 0.00011543 0.000150055
threshold=8.8430989333000021 144.12207640715005 33.036871954450007 -0.27651499999999996 8.7431769115000026 21.990725385850002 0.10487000000000003 109.47132661375001 22.958251375150002 86.692020874450009 172.27786944220003 0.096480000000000024 41.404176814550006 41.037275035300006 191.03149642590003 39.864684991950007 23.080728504150006 117.69263157665002 61.966271448700006 0.082535000000000011 0.094780000000000017 43.477771593600004 96.082805124100005 0.082535000000000011 22.494947397000004 217.21998099025004 23.080728504150006 62.057679025150001 62.068432857650002 95.550490414250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 11 -8 9 -9 -10 17 13 14 -13 -12 -17 18 19 -5 21 -20 23 24 -23 26 27 -25 -27 -30
right_child=-2 2 3 4 5 -7 7 8 10 -11 15 12 -14 -15 -16 16 -18 -19 20 -21 -22 22 -24 25 -26 28 -28 -29 29 -31
leaf_value=-0.013814061643129129 -0.00091039990982690652 -0.019234173387636277 -0.019798380896625275 0.00039645074592674096 0.00092601452427227269 -7.9339449389471064e-05 -0.0017429182870071166 -0.0024404483669725999 0.00086751075098741531 0.00036931548206255117 0.00012309295393863183 -1.4900840870624932e-06 0.0021538005767753892 -0.00083516897572551206 0.0016393956327576402 0.00015822437770107766 -0.0010607602799578733 0.00085730793063954847 -1.7411462930356995e-05 -0.0019417205857323113 -0.00094043376675500266 0.022101021676666419 -3.1623964979466375e-05 0.025619496459780233 -0.097138301962198678 0.10005376850734544 -0.10002289547569963 0.098531676237343879 0.062894434551492157 0.097899349559916374
leaf_weight=0.0016537272686595319 0.52696173288270998 0.001181538283886562 0.0015983748343647566 0.50476595509041888 1.012837209919325 1.5050018185483223 0.51164413783835794 0.51704636736123155 1.5194957307467118 0.50708934471185785 3.0041948026391765 2.4040488125526771 0.53334573186682499 0.51327523191935132 0.52060162929389875 1.002275063859088 1.0197825520299373 0.5085185293970963 24.668645974886434 0.51412949282465448 0.50578341439854924 0.0012249313630861005 1.0038954657597294 0.0011928567582799596 0.0032765029761350206 0.0047301397426053882 0.0010731757975293021 0.0016949565340675932 0.0027944437747304818 0.0021798745806517195
leaf_count=36 204 254 144 262 31 37 215 64 38 17 24 36 124 32 129 9 34 57 1766 81 62 232 543 4 35 3 38 76 38 8
internal_value=-1.7993e-07 1.11596e-05 1.17001e-05 1.22378e-05 1.29865e-05 0.000325079 -6.76878e-06 -0.000148671 -4.09168e-05 -0.00104923 0.000116841 2.9413e-05 0.000395324 0.000122521 0.000290595 -0.000110095 -0.000456545 -2.30014e-05 -3.945e-05 -0.000783379 -1.05153e-05 7.79234e-06 0.000616115 0.0364099 -0.0646909 0.0697128 0.0227784 0.0684142 0.0888696 0.0782345
internal_weight=42.8259 42.299 42.2973 42.2961 42.2945 2.51784 39.7767 8.08153 7.56988 1.02414 6.54575 31.6952 3.97127 3.43793 2.92465 5.02625 2.02206 27.7239 27.2154 1.0189 26.1965 25.6907 1.02206 0.0181669 0.00450143 0.0136654 0.00396099 0.00288781 0.00970446 0.00497432
internal_count=4633 4429 4393 4139 3995 68 3927 401 186 81 105 3526 321 197 165 67 43 3205 3148 343 2805 2743 977 434 267 167 118 80 49 46
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=23 4 17 8 8 19 21 15 22 15 12 21 23 10 5 2 2 2 21 2 10 22 22 15 22 17 22 21 23 17
split_gain=4.17548e-05 3.94208e-05 0.000186507 0.000332787 3.86285e-05 3.15328e-05 6.92516e-05 0.000136571 0.000149169 0.00038409 9.5873e-05 7.35928e-05 0.000186965 5.76008e-05 6.3984e-05 6.25567e-05 6.22706e-05 7.61736e-05 6.03293e-05 0.000145011 5.43457e-05 3.0998e-05 5.11586e-05 0.000158652 0.000103034 0.000100557 0.000162823 0.000232456 0.000117283 0.000174842
threshold=-0.55393499999999996 143.58239362595003 184.58362717140002 8.6432548896500023 8.8430989333000021 14.351157895250003 15.109659503850002 46.055224235250002 -0.066979999999999998 38.86986296220001 110.24393346510001 12.377125061300001 0.10646500000000002 61.987779113750001 20.872540794500004 152.68195387130001 114.84516036250001 108.01392853780001 0.54612131245000006 108.01392853780001 62.079186690200011 -0.095074999999999993 -0.031989999999999998 44.483611103700007 -0.038374999999999999 185.54770736950005 -0.054875 3.4465547941500003 0.093325000000000033 195.81403325600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 21 7 8 10 11 -7 12 -10 18 15 -15 17 -16 -12 -20 -18 -3 23 24 25 -23 27 -27 29 -29
right_child=1 4 -4 -5 -6 6 -8 -9 9 -11 13 -13 -14 14 16 -17 20 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.020190147958481175 0.065278544985496387 0.00014111032628712659 -0.023999405593092139 -0.010969193222520525 -0.00085340754210738766 0.0012568262468402862 0.0012644580370546716 -0.0015057199454270396 -0.00042875411596447158 0.003043716628620761 -1.6234068153395271e-05 -0.00010783743083877215 0.0022779264612001449 -0.0015224252440608182 0.0016970368445735067 5.2327212218832475e-05 0.00021545046069278021 -3.9145953396687673e-05 4.8573428166951259e-05 -0.0023428053779709504 -0.00051892208768031668 0.00012397408270806303 5.9908399797696403e-05 -0.0019701938502892035 -0.0015629152629593893 -0.0022180534118388293 -0.0021654478789402565 -0.0020488254212762042 0.00069593115108226649 0.00021706908625361093
leaf_weight=0.0010242658031590626 0.0011364028081705104 6.5401119265135845 0.0010517088849155698 0.0011533903684721736 0.52563196020894665 0.51759386355479264 0.52175831552820362 0.51543720516942748 0.50642020681607014 0.58477284429500276 0.85513832120704858 2.0045818790385965 0.51445400419106591 0.50633360154461093 0.51046484668040626 0.50272148257818117 3.0077798112308756 0.50045318033244257 0.50318892482755451 0.51116530682418215 1.515415079795275 7.016866526525269 10.070066930578227 0.51065540328367909 0.50722262053700617 0.51829119890340125 0.51344928251495003 0.51352486028013333 1.5160689120563187 1.0109104888085467
leaf_count=73 24 1841 19 29 166 76 63 145 18 96 7 17 25 13 80 40 26 8 10 45 50 158 1063 46 27 169 36 60 74 129
internal_value=-9.36201e-08 -5.76533e-07 0.0108606 0.0268718 -1.42408e-06 9.1642e-06 0.000134737 8.95897e-05 0.00015516 0.000697594 -6.41295e-05 0.000244125 0.000935236 -0.000145402 -5.53507e-06 -0.000737868 0.000127994 0.000837543 -0.000634933 -0.00115652 -3.05879e-05 -5.02075e-05 -0.000106628 -0.000245146 -0.000169182 -0.000105431 -0.000500719 -0.000260539 7.31439e-05 -0.000546225
internal_weight=42.8248 42.8238 0.0033415 0.00228979 42.8205 42.2948 13.5777 13.0559 12.5405 3.61023 8.93025 3.02546 1.02087 8.41266 6.54317 1.00906 5.53411 1.01092 1.86949 1.01435 4.52319 28.7172 22.1771 12.107 11.5963 11.0891 4.07224 3.5588 3.0405 1.52444
internal_count=4633 4560 72 53 4488 4322 719 656 511 156 355 60 43 279 217 53 164 88 62 55 76 3603 1762 699 653 626 468 432 263 189
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=16 20 6 22 9 18 10 16 0 3 6 6 8 21 5 2 21 3 21 5 21 3 21 5 3 5 21 3 2 6
split_gain=4.28926e-05 3.11665e-05 9.27511e-05 0.000321643 8.706e-05 8.49035e-05 0.000161831 6.4616e-05 7.07051e-05 8.41864e-05 7.51032e-05 0.000238598 9.72416e-05 6.23585e-05 8.10897e-05 8.53197e-05 0.000153333 0.00505488 0.00148726 0.00247994 0.00185915 0.00137453 0.00198125 0.000897008 0.000825182 0.000619413 0.000377529 0.000132245 6.11723e-05 8.32345e-05
threshold=22.794946695500006 41.489621506400006 16.465384711100004 -0.080869999999999997 215.63980588275004 13.344136431100003 62.00390986255001 22.674946976100003 86.681267041950008 93.437362323750008 16.245379570700006 16.435384010100005 8.4434108459500017 15.833449912500003 24.393336510100003 189.32640726775003 14.202008575100001 93.668569722950011 3.5267096012500008 24.225659292200003 3.0344668838000004 93.017962855400015 7.7895855139500005 17.205222944550005 93.181958801350021 22.245176011200005 0.54612131245000006 88.151853639250007 216.39684782960003 16.525386113000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 28 13 6 -3 8 9 -7 12 -12 -10 14 15 -1 17 18 20 21 24 22 27 -24 25 26 -17 -20 29 -4
right_child=-2 2 3 -5 -6 7 -8 -9 10 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.6985722642676981e-07 -0.00087435007271411563 -0.00037553251107134001 -0.0014871089768693146 -0.0028313250267295699 0.001365117781284573 -0.0018074379011722846 0.0021336418453491274 0.0010546019083838688 -6.5942727320897844e-05 1.6306741826345333e-05 0.0023752183785301817 -0.00011459083024691378 -0.0014914624156120572 0.0011440466323137952 -0.0012199389497371596 0.0013545272849868285 0.00016264853994749892 -0.00012435249669793765 0.060776510588791827 -0.012027834094898944 -0.08183050583960047 0.097988129443660518 0.029402553337589357 -0.096726775059683676 0.10003169879877881 -0.039937493659713691 0.086124025017557171 0.10001371637945256 0.00085027006987292936 -6.323131156288334e-05
leaf_weight=23.038261487636301 0.55388122862549849 0.50543050136706902 0.51604592114148395 0.52632067138442851 0.51477055674063521 0.50691151417450431 0.52302658810640157 0.50602239146974248 7.0285845421113624 0.50554158079886491 0.5175804609016269 1.5012928808100696 0.51348596363606613 0.51250476919094268 0.50870891780596039 0.0010245845601314636 1.5050703800233121 0.4998819906039742 0.0014696982193345828 0.0040182597585953763 0.0018381662089672623 0.010181142540204746 0.001084481443105148 0.0011745105759146668 0.0014281616313382983 0.0014613596898733761 0.0010782967343001544 0.0020671335519182321 0.50608826105271632 2.0080702049874679
leaf_count=1099 110 62 61 202 211 23 216 15 1348 53 106 10 90 42 320 156 31 8 73 6 14 11 31 25 2 23 58 16 98 113
internal_value=-5.86621e-08 1.13974e-05 -0.00010051 -0.000549487 7.72834e-05 3.13708e-05 0.00090052 -4.93087e-05 -0.00010214 -0.000896799 -1.79895e-05 0.000523724 -0.000162996 5.18749e-05 2.99917e-05 5.53547e-05 0.000676558 0.00214506 0.0444341 0.0581961 0.00414832 0.0758577 0.0369826 -0.0361755 0.0358051 0.01007 0.0448219 0.0837091 -0.000153151 -0.000354338
internal_weight=42.8243 42.2704 15.6644 3.55653 26.606 12.1079 1.02846 11.0794 10.5734 1.01245 9.56094 2.01887 7.54207 26.0913 25.5787 25.07 2.03178 0.526708 0.0268258 0.0199952 0.00683057 0.015977 0.00579582 0.00225899 0.0049924 0.00356424 0.00210288 0.00353683 3.0302 2.52412
internal_count=4633 4523 2397 474 2126 1923 278 1645 1630 76 1554 116 1438 1915 1873 1553 454 423 415 162 253 156 145 56 239 237 214 89 272 174
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=16 15 16 9 20 23 6 22 8 16 22 3 13 4 23 23 6 23 22 20 22 2 21 2 22 7 18 23 17 3
split_gain=3.47295e-05 3.06213e-05 0.000119733 5.0788e-05 4.88981e-05 0.000101383 7.2407e-05 0.000211243 0.00041785 7.6417e-05 0.000176618 7.71422e-05 0.000169881 7.20507e-05 6.81988e-05 5.38087e-05 8.30502e-05 0.000157356 5.44101e-05 0.00018438 0.000100456 0.000198894 5.04767e-05 7.39138e-05 6.41309e-05 4.23631e-05 0.000169906 3.78796e-05 4.88927e-05 3.70764e-05
threshold=22.794946695500006 24.140213186200004 15.454963859600001 206.78020849415003 40.574766824850009 -0.067414999999999989 16.465384711100004 -0.059424999999999999 8.3434888241000014 22.644947046300004 -0.079369999999999996 93.776108048150022 117.57433941890001 179.89634997090005 0.10646500000000002 0.092185000000000031 16.555386813950005 0.08759500000000002 -0.059424999999999999 39.955516828000007 -0.094409999999999994 131.42729508740004 13.165437349500001 200.24623605120004 -0.117885 23.666491602800004 13.405741979600002 0.086555000000000021 198.11416596120003 93.345954747300013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 9 25 14 11 -11 12 13 -6 -9 16 17 27 20 -20 21 -17 23 -15 -24 26 29 28 -7 -8
right_child=-2 4 -4 -5 6 15 7 8 -10 10 -12 -13 -14 22 -16 18 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.6946119492003044e-05 -0.00078633635912647476 0.0015763624756861693 -0.0016613018532486612 -0.001005882019175116 0.0011859649258518081 2.2080778321463129e-05 -0.00081830469241606606 -0.00095720619967308194 -0.0036077174325066692 0.00012323172455480354 0.0022718953083738528 0.001209423525833559 -0.0018187003870291471 -2.0421159445567616e-05 0.00068482718295158297 0.0024290525406480395 0.0010509360167186294 -0.001924165163125068 0.0023564015136676082 0.00018548856714641236 -0.00012976663793812235 1.1217063170767844e-05 -0.00014287294037642934 -0.0012492222502135189 0.0014518410967408633 0.00024705843331549073 -0.0019508001881966563 0.00074663444369554453 -0.0010755651160707699 9.679353645257383e-05
leaf_weight=4.5130229371590085 0.55426738230252581 0.5188738453448235 0.51476297487236333 0.50996503164404661 0.52050359923271194 2.0055737935370845 0.50643606488301873 0.50715748762324586 0.52844620971658063 1.512083463883432 0.51212667740219231 0.51452060315391257 0.5151730696816238 10.541224166930089 0.50459854541669813 0.51435121305683895 0.50712428470155924 0.51998513238882527 0.52770181739556177 1.5127436594527806 3.8717569416638895 1.0050088002308506 0.49997559982248707 0.51334940172828147 0.50880043312586443 3.0130574734851479 0.51288057791760611 0.50811519902345015 0.50874707174426514 3.5210167992732355
leaf_count=1361 110 187 515 325 109 64 10 81 69 67 38 92 47 358 7 52 43 85 92 29 102 45 68 183 52 74 33 40 69 226
internal_value=9.53189e-08 1.04077e-05 -0.000208798 -5.99436e-05 4.34559e-05 0.000209094 -3.69141e-05 -0.000261295 -0.00132864 9.35668e-05 0.000666845 8.32551e-06 -3.88528e-05 3.40128e-05 -0.000138266 0.000147303 -0.00014597 -0.000317316 0.00030711 0.000746932 0.000140645 0.000829731 -1.56911e-05 -7.74839e-05 0.000661459 -4.36537e-05 -0.000236576 -4.08709e-05 -0.000200017 -1.82764e-05
internal_weight=42.8234 42.2691 5.53775 5.02299 36.7313 12 24.7314 9.09359 1.5402 15.6378 2.02421 13.6135 13.099 12.5839 1.01176 11.4811 4.04955 3.54242 7.43156 2.04045 5.39112 1.51936 12.0633 11.0546 1.00878 7.55339 4.54033 3.02244 2.51432 4.02745
internal_count=4633 4523 2201 1686 2322 808 1514 500 157 1014 105 909 817 770 88 621 301 258 320 121 199 97 661 541 120 343 269 173 133 236
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=8 14 19 3 7 9 20 2 21 16 10 6 21 18 8 22 23 12 14 5 23 3 17 17 8 7 20 10 5 9
split_gain=4.93973e-05 3.93228e-05 3.89587e-05 8.88373e-05 0.00040568 9.69812e-05 7.64879e-05 0.000174147 0.000102787 0.000197181 7.75002e-05 7.57938e-05 8.82361e-05 6.0083e-05 8.34167e-05 4.84704e-05 3.67215e-05 0.000210857 7.19748e-05 7.05578e-05 4.85185e-05 0.000241952 3.04736e-05 0.000112528 5.99451e-05 3.99609e-05 3.81413e-05 2.98262e-05 2.95519e-05 2.61276e-05
threshold=8.8430989333000021 144.12207640715005 14.351157895250003 93.883646373400012 22.812602664350003 186.16747084260001 40.21994457600001 210.71970372160004 4.7516206878500009 22.534947303500005 62.079186690200011 16.485385178400005 8.8671606832000016 13.602243858600003 8.2435668022500028 -0.60723499999999997 0.10249000000000003 169.21982098175002 257.44842272185008 22.744024947450004 0.096480000000000024 85.589753040950015 198.39433209390003 197.02652249450003 8.6432548896500023 24.355397875400005 36.165040341950011 65.509659264600018 16.316541761950003 210.25104900155003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 -4 -5 7 -6 9 -8 11 -10 -13 -12 -15 -3 20 -18 -19 -20 22 -22 23 24 26 -24 27 -17 -27 -28
right_child=-2 2 3 5 6 -7 8 -9 10 -11 13 12 -14 14 -16 16 17 18 19 -21 21 -23 25 -25 -26 28 29 -29 -30 -31
leaf_value=-0.01563056835333505 -0.00096233820001155991 -0.02178983008421205 0.002947209393338342 -2.3410805181853301e-05 0.0022310806358192053 -0.0015892937121449497 0.00050409580855915613 -0.00037848751429702667 0.00071146823481040933 -0.0022655938420933918 5.4113325724026312e-05 0.00054429085805096633 -0.00053597622889964551 2.5093555205885669e-05 -0.0017881676684679227 1.1078634021268325e-05 -0.0021753602631061088 0.0010477425378024191 -5.6932644002419375e-05 -0.0013154508417259946 -0.00017345130946430472 0.0023307181105173269 0.00097849678821978581 -0.0015864762313904759 -0.0011387761096086479 0.00078810114133577049 -5.1724023926193527e-05 0.0010999787303320446 -1.9994010279280321e-06 -0.00078720897599859289
leaf_weight=0.0016069648552762264 0.52671526239201583 0.0010258440867322296 0.53446924596492706 1.361931441050104 0.52116272072816971 0.55739437877294218 0.50553258740910567 0.50210496872750809 3.0233495088750697 0.52292415978081408 2.0101185209878172 1.5102208038042593 1.5142181351205009 0.50285038475385568 0.51206039474897125 0.50020917480080718 0.53452868029655132 0.50686569524577763 3.50558894527021 0.51032829106878796 1.5068176983889139 0.51863649814623602 0.51085030453476576 0.50951439953824795 0.5093279653031012 0.51379283474741821 12.059472373795023 0.5060190756176387 6.0202788131031344 0.50315874708063013
leaf_count=36 204 94 127 59 50 118 67 13 36 111 34 15 29 17 44 120 136 17 170 23 151 63 91 131 32 566 1659 135 204 81
internal_value=1.07559e-07 1.20929e-05 1.26872e-05 0.00015226 0.000256041 -0.000478161 0.000126746 0.000950597 4.32893e-05 -0.000904167 0.000150689 0.000357392 3.44343e-06 -0.000262562 -0.000889764 -5.33088e-05 -5.25322e-05 -0.000297119 -7.51373e-05 -0.000216861 -2.47761e-07 0.000467765 -4.40676e-05 -0.000126548 -7.37108e-05 0.000126722 -3.37319e-05 0.000558672 6.01285e-05 -8.11817e-05
internal_weight=42.8231 42.2964 42.2948 13.5783 11.659 1.91933 11.1245 1.02327 10.1013 1.02846 9.07282 6.04779 3.02444 3.02503 1.01491 28.7164 28.7154 5.05731 4.52278 4.01592 23.6581 2.02545 21.6326 14.5877 14.0782 7.04492 13.5689 1.00623 6.53407 12.5626
internal_count=4633 4429 4393 720 543 177 416 63 353 178 175 80 44 95 61 3673 3579 346 210 193 3233 214 3019 2158 2027 861 1995 255 770 1740
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=8 8 5 23 18 0 22 20 20 15 4 21 20 22 23 12 0 0 7 9 2 5 6 20 23 16 16 5 20 13
split_gain=3.9987e-05 4.5572e-05 6.03035e-05 2.85943e-05 0.000163645 0.000103965 0.000146312 0.000231587 7.21744e-05 0.000344921 6.8259e-05 5.42196e-05 8.43877e-05 0.000270989 5.18516e-05 0.000210466 0.00270076 0.00609767 0.000153508 0.00182079 0.000576298 0.000219242 3.88701e-05 3.87335e-05 0.00012396 4.17804e-05 0.000138114 0.00043643 8.47156e-05 0.000134588
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 0.10487000000000003 13.900697602550002 86.345209775600011 -0.086139999999999994 40.250747516500006 34.424709467050008 31.264641197600003 143.58239362595003 12.156412995750001 42.546237522150008 -0.072755 0.096480000000000024 128.54148248460004 86.866770652900016 85.990333302400003 22.172877373800002 185.00606802455005 118.20523333310003 23.435546682850003 16.555386813950005 43.477771593600004 0.082325000000000023 22.594947163200004 22.634947069650003 20.769304081650002 40.21994457600001 117.61735474900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -5 -8 9 -1 -10 12 13 -7 18 22 17 -17 19 20 -12 -22 -16 25 -25 -20 27 -27 -28 -30
right_child=-2 2 -4 4 -6 11 7 -9 10 -11 14 -13 -14 -15 15 16 -18 -19 23 -21 21 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.02133810595287533 -0.00086555607636569585 0.0010194546128562234 2.18866032152446e-05 -2.3236580911880488e-05 -0.0018926381754784186 -0.00038440434370021079 2.9195885374043944e-05 -0.0029851956586203717 0.023654896474933584 0.060488682843894706 -0.08177173175666827 -7.2104539958874108e-05 -2.8883485090517886e-05 0.0028735452422541893 0.00044781661676527267 -0.023880695345951612 0.00033523660952416214 0.060951640929303212 1.0560627612604648e-05 0.098605572501568137 0.028484355357347776 -0.021655478408615123 -0.00023143325299499466 -0.00018256514780355993 0.0017236688145967106 -8.9845970438303898e-05 0.0012715276518017978 -0.0034414020817085944 0.00017887033983311548 -0.0015990043858820425
leaf_weight=0.0010518048886599676 0.52702637100043759 1.0140077892729089 1.5059379881047332 2.0113579017282182 0.52368597065592659 0.5047556551762683 0.50446074928913798 0.51512316805576575 0.0012225597904514931 0.0010096365135723318 0.0010943494674883749 2.5038215160166146 0.99987879146283365 0.51661185209377447 1.5131807814751677 0.013676256331908943 0.5200048315366701 0.022271014133366407 20.628805270465577 0.0018694995433179429 0.0016106178052565645 0.0019018717695535869 1.9007091319217577 1.0059878319848194 0.51617876680581631 1.5025674680307468 0.50971631654670124 0.52402835049524643 2.5168557277903969 0.5125033766815682
leaf_count=287 204 34 38 50 266 14 11 38 24 19 252 17 5 27 48 31 194 21 1424 9 177 314 13 486 302 37 28 107 98 58
internal_value=1.17661e-07 1.09044e-05 0.000423301 -1.52224e-05 -0.000183155 -6.46759e-05 -0.000517909 -0.00149376 2.75854e-05 0.0187384 2.63685e-05 0.000238905 0.000624168 0.00126348 2.5457e-05 0.000363471 0.00216778 0.0286769 -2.29453e-05 0.015371 -0.0184064 0.00133565 6.96391e-05 -2.65422e-05 0.000463854 -5.50393e-05 -0.000298181 -0.000956477 7.87816e-05 -0.000121908
internal_weight=42.8229 42.2959 2.51995 39.7759 8.0797 7.55601 3.03094 1.01958 31.6962 0.00206144 31.6942 4.52507 2.02125 1.02137 31.693 3.96984 0.555952 0.0359473 27.7231 0.00647634 0.00460684 0.00351249 3.41389 27.7166 1.52217 26.1945 5.56567 2.0266 3.53908 3.02936
internal_count=4633 4429 72 4357 428 162 99 49 3929 306 3623 63 46 41 3599 307 246 52 3292 752 743 491 61 2540 788 1752 328 144 184 156
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=23 8 19 5 3 7 20 12 2 7 8 13 23 6 21 22 2 16 3 7 5 20 3 15 14 0 13 17 13 0
split_gain=3.7713e-05 3.23375e-05 4.00027e-05 8.2423e-05 6.28158e-05 0.000240287 8.5265e-05 5.14586e-05 0.000225012 6.43486e-05 0.00011919 0.000104382 0.000190631 8.89123e-05 8.49406e-05 4.07689e-05 0.000286341 3.63411e-05 6.17441e-05 9.4744e-05 0.000208994 0.000573743 5.00075e-05 0.000348686 0.0106027 0.00300536 0.00608439 0.000955868 0.000618554 0.000188556
threshold=-0.55393499999999996 8.8430989333000021 14.351157895250003 20.201591378100002 93.883646373400012 22.812602664350003 38.751720283100006 133.59172866980003 97.889449657450015 23.109894804950002 8.4434108459500017 117.54207792135001 0.09117500000000002 16.345381907250005 7.3938557349000016 -0.58835000000000004 158.58656282205001 22.574947209950004 93.794927255050013 23.276000438150003 20.769304081650002 40.250747516500006 85.589753040950015 31.445204138150004 161.20841567470003 93.308316333500017 113.0174028878 191.56943241645004 113.19215266625001 95.988709089550014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 -4 5 -5 -6 8 -7 10 -9 12 13 -11 -13 16 -2 22 19 20 -19 -22 29 24 -24 26 27 -26 -28 -17
right_child=1 -3 3 4 6 7 -8 9 -10 11 -12 14 -14 -15 -16 17 -18 18 -20 -21 21 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.019227679205184797 0.043235464175628083 -0.00077853613073236236 0.001383984166716475 0.0022763333151796985 -2.138420875265657e-05 -0.0002424711127700488 -0.0015225904940306346 0.00013261379564512711 0.0023350379376691939 0.0012071894851582079 -0.0012696976355157956 -5.3253804867952424e-05 -0.0020939146035818539 -0.00041313312951462146 0.00081701379244656595 -0.0019278240063356393 -0.025745227231319331 -0.00010678107566109686 0.00025377310118314091 -7.833024431853947e-05 0.000449158905494105 -0.0042766634683952696 -0.00044001583571419986 -1.0864519355130419e-05 0.0036662197047150724 0.095818515355567679 0.099652503950358559 -0.10004705660961118 0.016967748995511522 -5.445147675959934e-06
leaf_weight=0.0010200826791678655 0.0013667188293042991 0.5273061168993739 0.52124390099493112 0.52726243125763872 1.4014460269954732 1.0016282446449611 0.5182610424871309 1.510766837149957 0.51173049330827769 0.51078825181366494 1.0121935167023819 2.017490879050456 0.51507529315404088 1.0049356588624505 2.5254000525337688 0.52812163717229132 0.0010751628985953086 1.499119522315594 2.0082526431431376 4.0173552028784343 0.50434327492280295 0.52361520213673529 0.50558824341195052 4.043589352039068 0.0012809481875597772 0.014445936209605881 0.0054860710175956839 0.0029016246227872022 0.0010834212866281667 15.058050599570068
leaf_count=73 77 203 88 100 17 11 163 24 71 49 30 65 32 43 35 455 132 9 67 72 13 44 85 201 312 53 15 47 286 1761
internal_value=1.93106e-07 -2.6493e-07 9.43829e-06 0.000150869 0.000101642 0.000192705 -0.000426663 8.91595e-05 0.000629094 -6.66319e-07 -0.000429983 0.000164104 -0.000431888 0.000132904 0.000430529 -5.74373e-05 0.0128632 -5.85361e-05 -0.000231262 -0.000380102 -0.000859836 -0.00195805 1.47393e-05 0.000305456 0.00271522 0.0660239 0.0259933 -0.068284 0.0860164 -7.0583e-05
internal_weight=42.8222 42.8212 42.2939 13.5782 13.057 11.1373 1.91971 10.61 1.51336 9.09665 2.52296 6.57369 2.0308 1.51572 4.54289 28.7157 0.00244188 28.7132 8.55269 6.54443 2.52708 1.02796 20.1605 4.57438 0.530786 0.025198 0.0107521 0.00418257 0.00656949 15.5862
internal_count=4633 4560 4357 728 640 460 180 360 82 278 54 224 124 92 100 3629 209 3420 205 138 66 57 3215 999 798 713 660 359 301 2216
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=4 8 13 23 14 0 8 22 20 21 9 9 15 18 5 13 0 20 19 5 12 14 9 4 6 6 23 0 21 16
split_gain=3.21166e-05 0.000196997 0.000364085 2.93759e-05 9.48167e-05 0.000103317 0.00014341 9.41851e-05 0.000411084 9.33349e-05 8.85528e-05 0.000853159 0.000105127 0.000154741 0.000169474 7.64158e-05 0.000370778 3.53215e-05 0.000160707 0.0001033 8.27238e-05 0.000499214 7.46339e-05 0.000112676 6.76327e-05 9.96248e-05 0.000307433 9.94786e-05 0.00324287 0.00708641
threshold=143.58239362595003 9.3427090425500019 111.38282034450002 0.10249000000000003 186.51427598835002 86.345209775600011 8.543332867800002 -0.086139999999999994 40.250747516500006 4.9790488931500008 179.11733629770001 74.737174262250008 22.853312863800003 14.349689277800001 7.754880527600001 117.67112391160002 86.681267041950008 38.474425342400004 14.251149826300002 17.640922824350003 86.655272465950006 156.96193988595004 203.09362050815002 161.08698257945002 16.455384477450004 16.265380038000004 0.094595000000000026 95.988709089550014 6.4178488307500006 22.634947069650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 7 9 -6 -9 -7 11 12 13 -2 -15 17 -17 18 19 22 -19 -22 23 -12 25 27 -27 28 29 -23
right_child=3 -3 -4 4 5 6 -8 8 -10 -11 15 -13 -14 14 -16 16 -18 20 -20 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.034104923338089399 -0.030417090216452943 0.042656102844630138 -0.049118864927745906 -0.0014089663486780641 -3.5009088059927293e-05 0.0013166049969571148 0.0017989247978999036 -5.1471451648214395e-05 -0.003340980790149905 -9.6518688310942666e-05 6.9559366980216603e-05 -0.081580202737625576 0.025371514080933591 -0.010049515988953711 0.040647344843242811 0.0028669615381444313 -0.00039498194480067821 -0.0012837030683738166 0.0019517940728899824 -0.0012516011478586821 0.033043633137399699 -0.059006736172320252 -0.00072132929325145279 0.0018926563789305188 -0.00021673585405496628 0.00022602641121488733 0.0027887386802414945 4.1077111987487703e-05 -5.3760804757928835e-05 0.067209091869043627
leaf_weight=0.0010284025720242998 0.001399143008810699 0.0011769299161983326 0.0010752949192465167 0.56226554669878481 2.5110108983439048 0.52136946075276291 0.5168384159105982 1.360672144161067 0.52705161584482407 4.5147914200827479 1.0059903569622355 0.0013868398629195301 0.0018392393270723617 0.0016295523760202274 0.0011075503074062798 0.53374916216688362 1.0038405552186302 0.50896390806867486 0.51321971600418681 0.515839274633075 0.0045721279675444695 0.022782724960738743 0.50331268286167841 0.51131694580426068 9.5571344188401408 5.0399723712227624 0.51604388464875217 11.029454292688005 1.0245762268887544 0.0055276218881772357
leaf_count=14 276 26 32 91 54 133 41 19 59 163 16 457 305 598 106 127 19 52 45 118 13 250 119 68 274 242 38 651 181 46
internal_value=3.6734e-07 0.00989432 -0.00843452 -3.9072e-07 -0.000145577 -7.41965e-05 0.000212575 -0.000436219 -0.000969901 4.97752e-05 4.68637e-05 -0.010919 0.00548059 -0.00336418 0.0104646 4.93635e-05 0.000737348 1.49719e-05 0.000337984 1.14507e-05 -2.05791e-05 3.05634e-06 0.000333892 0.000683924 -2.49847e-06 0.000113584 0.000464052 -4.75778e-05 -0.000976278 -0.034363
internal_weight=42.8209 0.00328063 0.0021037 42.8177 10.514 9.95173 5.553 4.39873 1.88772 5.03616 32.3037 0.00736232 0.00597549 0.00413625 0.0027371 32.2963 1.53759 30.7587 3.04968 2.53646 27.709 27.2001 2.02062 1.51731 27.1955 17.6384 5.55602 12.0823 1.05289 0.0283103
internal_count=4633 72 46 4561 560 469 337 132 78 296 4001 1742 1285 980 704 2259 146 2113 366 321 1747 1695 203 84 1682 1408 280 1128 477 296
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=8 8 5 22 5 10 13 20 10 21 20 20 22 3 18 22 15 21 16 17 6 20 7 18 12 20 20 20 23 23
split_gain=5.14633e-05 4.48022e-05 4.63533e-05 3.14299e-05 4.69563e-05 0.000154519 0.000413214 0.000153506 2.53303e-05 7.6262e-05 0.000443386 6.29118e-05 6.9397e-05 6.15051e-05 0.000457682 5.18117e-05 5.00676e-05 7.33941e-05 8.1155e-05 7.07119e-05 0.000166884 4.33807e-05 6.15487e-05 3.07825e-05 0.000163894 0.00352203 0.00488755 0.00155009 0.000506484 0.000710291
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 0.27394500000000005 13.252098438300001 78.537927364800012 98.255079293500017 44.749265482150008 61.987779113750001 5.7892729308500011 40.21994457600001 40.518963363600001 -0.082275000000000001 93.776108048150022 12.880535946600002 -0.043559999999999995 46.435439118750004 14.849677877150002 22.654947022900004 189.31980273685002 14.745344522600002 41.835830569250014 22.398098708400003 13.781134552700001 210.43057429700005 43.157831852650006 41.444941515100005 40.21994457600001 0.091510000000000022 0.090850000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 9 10 15 -11 21 14 -10 -6 17 18 23 -20 -21 -13 -23 -16 -25 26 27 28 29 -26
right_child=-2 2 -4 -5 8 6 -8 -9 13 11 -12 12 -14 -15 16 -17 -18 -19 19 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.023141128436879183 -0.00098224689177267891 0.00094433935054976303 6.9651695717242037e-05 -0.00079532796656102726 -0.00025026348644824933 -0.033044741489841864 0.063038275475707867 0.015401009268062611 -0.055381713142951899 0.0011177773951581598 -0.0031941777147563837 -0.00015585100870598429 -0.0011494795031137923 0.0011122682882263909 0.00012746845684080194 0.00089932821474270281 -0.0009656135066952496 -0.0011502073103734382 6.944978691594631e-05 -4.4241501209035205e-05 0.0025212726591773179 -0.00013847050381750258 0.0014216125726285436 -2.3233852482576649e-05 -0.021493691442863679 -8.2389665151147581e-05 -0.076308664382954375 0.076403039647391743 -0.052361913810754036 0.077054774269069606
leaf_weight=0.0011377714274290766 0.52651440785505244 1.0134732494702796 1.506403459960296 0.50745157327272394 1.3560433664173972 0.001095495283308167 0.0013818049205092109 0.0016231168417607106 0.0014914004635774294 0.51130758822046107 0.52723914700231689 2.0110883496477077 0.50883484840438464 0.51793348281837026 12.576996885939595 0.55149310965208465 0.51097472463659954 0.51643029181756261 1.0017976088856806 0.50108508338871594 0.51326515001528605 0.50228514167448579 0.50930490094422076 16.118212732746855 0.0021926482505333356 0.50166989214163915 0.014161603784348387 0.0030838855784622865 0.0020072314684824732 0.0010974176883991049
leaf_count=222 204 34 38 199 172 684 63 294 14 29 228 21 95 269 354 25 61 122 8 13 44 138 35 848 67 75 147 62 50 18
internal_value=3.08501e-07 1.25407e-05 0.000421444 -1.33662e-05 -3.26036e-06 0.00946407 0.0185113 -0.00412075 -4.52352e-06 -0.000185224 -0.000627364 8.10536e-05 -6.90477e-05 3.11817e-05 1.38273e-05 8.20981e-05 1.6388e-05 3.21911e-05 5.17401e-05 0.000665371 0.00125392 0.000112831 0.000646984 9.39942e-06 -7.98276e-05 -0.00181994 -0.0404876 0.0200388 -0.0127743 0.0113776
internal_weight=42.8191 42.2926 2.51988 39.7727 39.2652 0.00523819 0.00410042 0.00271861 39.26 6.4776 2.43478 4.04282 3.53151 32.7824 32.2645 1.90754 32.263 31.752 31.2356 2.01615 1.01435 3.02268 1.01159 29.2194 16.6424 0.524213 0.0225428 0.00838118 0.0052973 0.00329007
internal_count=4633 4429 72 4357 4158 1263 1041 978 2895 743 425 318 289 2152 1883 197 1869 1808 1686 65 57 194 173 1621 1267 419 344 197 135 85
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=8 19 15 22 18 5 5 22 21 6 23 23 0 12 23 12 14 23 15 23 7 22 23 16 3 22 22 21 19 3
split_gain=4.16538e-05 3.99383e-05 7.59036e-05 0.00014252 7.92356e-05 0.00016448 6.81249e-05 0.000264329 0.000539776 9.89992e-05 0.000124589 0.000338997 6.91301e-05 0.000111347 3.439e-05 0.000178461 4.40815e-05 6.69436e-05 3.39194e-05 3.44711e-05 3.75293e-05 0.000359743 9.43824e-05 3.22157e-05 2.52183e-05 2.48734e-05 4.04899e-05 0.000173255 9.45402e-05 6.95033e-05
threshold=8.8430989333000021 14.351157895250003 46.055224235250002 -0.086139999999999994 13.876389391100002 20.608876568850004 21.482549112100006 -0.066979999999999998 14.550451234850001 16.465384711100004 0.08376500000000002 0.11636500000000001 86.345209775600011 96.350437043050007 0.10249000000000003 169.21982098175002 257.44842272185008 0.11360500000000003 46.327654127900004 -0.51222499999999993 22.126303133300002 -0.057599999999999998 -0.17949499999999999 22.564947233300003 93.716961969300016 -0.095854999999999996 -0.059424999999999999 3.4465547941500003 13.251069136700002 86.26455603170001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -4 5 -3 12 9 -9 10 -8 -12 13 -7 18 -16 -17 -18 19 -1 21 22 -21 -14 -11 -22 27 -27 -29 -28
right_child=-2 2 3 -5 -6 6 7 8 -10 24 11 -13 23 -15 15 16 17 -19 -20 20 25 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.015970706383364654 -0.00088345827733048502 0.0020055855408587005 0.00051673153198155981 -0.0018490654058697549 -0.00099276643430684782 0.00023909930197698348 -0.00012067503278078502 0.0039084761755644529 -0.00054643979230968186 -0.0006302623184675359 0.0032303732021887093 -0.00040758725019031535 0.00059328491754827978 -0.0018547793880170388 -0.0020192114289847816 0.00079169444038990435 -0.0012725629628052623 -4.3527929151316757e-05 0.00080589048730378649 0.008560064882922153 0.00015982766963755821 0.053723811057243644 -0.031248515349547996 -6.0547194860025971e-05 -3.3126374893035751e-05 -0.0020528823869858603 0.00011075765805186758 -0.0014109309673016176 1.8337336823336445e-05 -0.00061208819952787577
leaf_weight=0.0013475673126944745 0.52683194605901107 0.52346875481816546 0.50438239793567341 0.51425787300595682 0.51663725770338054 0.50208895012019439 1.0015963853861625 0.58174145573184677 0.51078090276496368 1.0093274514729276 0.52268296741021891 0.50228855648310855 1.0058530137321211 0.51391675182094332 0.53508241161046477 0.50597117066013186 0.50724368196808001 3.5090429428700771 0.50486941068158842 0.0011225090317277253 5.5302981700985709 0.0012450797809942559 0.0012687384538359551 3.0047944182770152 2.3630621271059908 0.51549344893663995 10.543115169682723 0.5155948642459095 4.5192865396404613 1.522248709111415
leaf_count=124 204 65 86 75 140 12 19 65 27 15 36 8 73 35 150 17 85 118 40 142 1146 199 402 24 49 177 666 213 79 142
internal_value=2.37172e-07 1.12459e-05 0.00015257 -0.000677635 0.000219911 0.00027194 0.00019315 0.000407158 0.00182569 0.000120106 0.0006725 0.00144759 -8.32219e-05 -0.000820028 -5.55784e-05 -0.00029227 -8.79354e-05 -0.000198751 -4.97658e-06 -2.26597e-05 -2.35907e-05 0.0101347 -0.0125614 0.000103431 -0.000211844 -2.51866e-05 -8.32701e-05 -0.000306798 -0.000128026 1.95585e-05
internal_weight=42.8169 42.2901 13.5769 1.01864 12.5582 12.0416 11.5181 6.49148 1.09252 5.39896 2.02657 1.02497 5.02665 1.01601 28.7132 5.05734 4.52226 4.01629 23.6559 23.151 23.1497 0.00363633 0.00239125 4.01065 3.37239 23.146 17.6157 5.55037 5.03488 12.0654
internal_count=4633 4429 729 161 568 428 363 219 92 127 63 44 144 47 3700 370 220 203 3330 3290 3166 743 544 97 64 2423 1277 469 292 808
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=16 19 20 20 13 23 13 10 23 22 17 15 2 22 20 20 7 5 7 18 10 15 13 23 2 2 2 6 2 13
split_gain=4.19429e-05 3.55185e-05 8.11329e-05 4.32194e-05 8.98691e-05 0.000269861 0.000136515 9.86832e-05 5.84914e-05 3.28824e-05 0.00026535 0.00119271 0.00148099 0.000340487 0.000272922 0.000102857 3.37845e-05 3.23319e-05 0.000788389 0.00178318 0.000411082 0.000115203 0.000232702 9.701e-05 6.04484e-05 8.21045e-05 4.38279e-05 3.8575e-05 0.000123444 0.000169776
threshold=22.794946695500006 14.651182102100002 42.783136484500005 33.036871954450007 95.937628385050019 0.079605000000000023 97.308742031600005 84.92839234085001 -0.27651499999999996 0.18839000000000003 174.47088669260003 19.527500348350003 140.61735485095002 -0.22147500000000001 34.515670600900002 38.171717059500004 24.745523433100004 23.714185006400005 22.040683815500007 12.722397935550001 63.452988794850008 41.54912092575001 117.56358558635002 0.11071500000000002 247.02271001585004 200.24623605120004 163.83567356360001 16.455384477450004 177.45016916930004 117.73026999045001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -6 -5 -8 10 13 12 -12 -10 -13 16 -11 18 20 -20 -16 27 26 24 25 -19 -23 -21 -29 -30
right_child=-2 2 -4 4 6 -7 8 -9 9 15 11 14 -14 -15 17 -17 -18 23 19 21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.019253742323061623 -0.00086431866148324848 0.0014793692230609511 -0.0003075160893156138 -0.021576310150463421 0.034592725354292683 -0.058846777388034711 -0.021042866781189211 0.017990371549327304 -0.01030134557589338 0.00070748300707409171 0.092885962302509673 0.046724524001519198 -0.029001343378533412 0.057845165600677831 -0.10004404865030624 -0.0016060040218138648 -0.00045134694895304016 -8.3636073225676645e-05 0.09753663296836812 5.8405191156230887e-05 -0.013675551719199486 0.00052418726190981237 0.0025931405116012712 -0.0015469137014926526 0.00041555079223623467 -0.0015086305202488162 -0.00061323472340293818 -5.2529113785710642e-05 -0.0025001386943094509 8.7967099220716285e-05
leaf_weight=0.0011661750023382869 0.55387893426808332 0.51372154201896936 0.5027938409155297 0.0010805236268460012 0.0011407096974725963 0.0010371536333052718 0.0013211260798148263 0.0015130095771452301 0.0012507882160311106 0.50576488123442931 0.0029528257036417474 0.0012505141996247407 0.0015049166530706204 0.0017717428948330347 0.0011779979504297758 0.51550275786867761 0.50058501444095782 1.8603091142856185 0.0018759179238249093 24.197210184784581 0.00103551098967819 1.0073337988624183 0.51982472679628688 0.50914078969962862 1.5111453178276546 0.51662111245398401 0.51043316357111468 8.0579471793040707 0.5137337408104361 0.50029033422470093
leaf_count=258 110 49 8 196 156 525 122 347 244 27 25 29 54 167 8 167 18 138 5 1361 60 21 54 28 91 102 64 141 56 2
internal_value=2.3981e-07 1.15705e-05 0.000595531 -2.82139e-06 -2.27708e-06 -0.0157346 -8.92083e-07 0.00150601 -1.84895e-06 -1.17488e-06 1.63046e-05 1.40496e-05 0.0517373 0.0296447 8.24323e-06 -0.000457348 0.00013105 6.77201e-06 3.86148e-05 4.2356e-05 -0.0596396 3.7176e-05 0.000767079 -0.000248934 -7.8965e-05 -0.000393356 0.000141666 -7.52741e-06 -0.000183386 -0.00122324
internal_weight=42.8163 42.2624 1.01652 41.2459 41.2448 0.00363069 41.2411 0.00259353 41.24 41.2387 39.7168 39.7138 0.00445774 0.00302253 39.7093 1.52185 1.00635 39.7081 35.3109 35.3086 0.00221351 35.3068 2.03759 4.39722 3.88808 2.37693 1.51777 33.2692 9.07197 1.01402
internal_count=4633 4523 57 4466 4208 1068 3140 543 2984 2862 2650 2239 79 411 2160 212 45 2131 1772 1704 68 1699 139 359 331 240 85 1560 199 58
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=8 8 5 22 9 15 10 22 15 13 18 18 0 20 15 16 10 9 21 0 22 22 18 0 20 23 20 9 9 17
split_gain=3.62143e-05 3.42399e-05 5.4624e-05 3.13862e-05 4.26539e-05 0.000377462 0.000204306 0.000262703 0.000123193 2.50101e-05 0.000224664 0.000118033 0.000160556 0.000403418 6.02516e-05 7.77994e-05 0.000179085 0.000178966 6.07271e-05 8.13341e-05 5.02745e-05 3.97226e-05 9.7376e-05 5.83502e-05 4.76741e-05 0.000126325 6.9889e-05 0.000145037 0.000125578 0.000304259
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 0.27394500000000005 177.59430306730005 30.632308446700005 80.677940036650014 -0.16533 20.734744936600006 117.60660091645001 12.854871756700001 13.565012728250002 85.799452775150016 40.21994457600001 46.435439118750004 22.634947069650003 62.041548276350007 193.49750438550004 8.1054293463000011 85.990333302400003 -0.082275000000000001 -0.10040499999999999 13.220529463200002 86.420486603250012 36.859113051050009 0.097645000000000023 40.300545846000013 204.09084027260005 199.89081775665002 183.32030055335002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1 10 -6 12 20 -14 15 21 17 -17 19 -18 -11 23 -23 -12 25 -24 27 28 29 -26
right_child=-2 2 -4 -5 9 -7 -8 -9 -10 11 14 -13 13 -15 -16 16 18 -19 -20 -21 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.023011806726491529 -0.00082361121906316791 0.00093566362803972319 -1.398619286368293e-05 -0.00079355488643308495 -0.03285195568157924 0.062565600609558597 0.024831010506484341 -0.058385587546109299 0.018798663655794579 0.00028295660146041479 0.0012331259604970719 0.00058890985646011277 -8.2136413105818732e-05 -0.003481049334228303 -0.0010430226893098403 0.00026389610998497047 -0.00015651199343936952 0.0029096374703285674 -0.00016785315792584615 0.0016354121278220543 -0.00049602386760705982 -0.0014219698081840183 0.0017275495419055453 0.00011713341176323135 8.0751166920298465e-05 -0.00050125790955808484 2.5046679464294132e-05 -0.0020004044235103621 0.00021467428785454067 -0.002901017281857622
leaf_weight=0.0012601768613982635 0.52696409735369698 1.0133937987434358 1.5055650333047195 0.50742758801987875 0.0020774756256461959 0.0010660689312076976 0.0018853540874351235 0.0010370036475910375 0.0015988045888377656 2.0127533753586935 0.50796187565571305 1.5168898469576104 1.0008120426755338 0.53633948950965749 0.51116513488377435 0.50640527986183659 0.50094018762183645 0.51636122850140964 2.5054729766184067 0.51238443741067385 1.4081265541610837 0.52581949292290531 0.51340879702693665 6.0323871115020351 1.0030381404474771 0.50387780062579346 15.094659587727712 0.51617725993092811 2.5090924747039325 0.51942751522682673
leaf_count=201 204 34 38 199 24 43 576 492 373 65 31 49 13 61 99 20 11 34 21 47 47 67 70 680 26 45 751 180 63 69
internal_value=2.61516e-07 1.05279e-05 0.000368064 -1.21179e-05 -2.01863e-06 0.00788983 -0.00219229 -0.0152695 0.000369517 -3.39522e-06 3.20792e-05 -0.000182992 -0.000419152 -0.00126808 3.41634e-05 5.12276e-05 0.000434887 0.00159964 9.63412e-05 0.000749569 -3.76928e-05 -1.16167e-05 -7.81223e-05 0.000203808 -4.39194e-05 0.000623587 -7.84897e-05 -0.000422144 -0.000220072 -0.000936554
internal_weight=42.8158 42.2888 2.51896 39.7699 39.2624 0.00684741 0.00578134 0.00389599 0.00285898 39.2556 32.7807 6.47492 4.95803 1.53715 32.7786 32.2674 4.54156 1.02277 3.5188 1.01332 3.42088 27.7259 21.1855 6.54035 20.6597 1.01729 19.6424 4.54774 4.03156 1.52247
internal_count=4633 4429 72 4357 4158 1685 1642 1066 574 2473 2238 235 186 74 2214 2115 133 54 79 58 112 1982 1271 711 1204 115 1089 338 158 95
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=16 16 5 10 7 4 13 23 0 10 21 20 15 19 9 16 10 18 18 9 22 10 9 6 9 9 10 22 19 15
split_gain=4.0627e-05 2.99e-05 4.72471e-05 0.000411828 0.000682095 4.69518e-05 4.15552e-05 5.40465e-05 0.000337093 4.79032e-05 0.000166416 0.000352513 5.39324e-05 7.30558e-05 0.000156905 0.000131757 0.000182165 0.000113299 0.000112439 0.000111369 0.000125532 5.55142e-05 4.47651e-05 4.3853e-05 6.01342e-05 0.000103538 5.38218e-05 2.82091e-05 4.83175e-05 3.95438e-05
threshold=9.3849780538500021 22.794946695500006 9.1899936892500005 61.546871980350012 19.164717746300003 143.58239362595003 117.67112391160002 0.10307000000000002 86.681267041950008 61.987779113750001 6.4178488307500006 40.250747516500006 46.435439118750004 14.351157895250003 188.90361612170003 22.644947046300004 62.079186690200011 13.1052958007 13.876389391100002 202.05151640955003 -0.091149999999999995 62.020040611300011 195.13041324455003 16.455384477450004 195.74493321760002 191.20686769655003 62.036171360100006 -0.095854999999999996 13.151061067750001 39.203018015350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 9 8 -8 10 11 -7 13 21 -15 17 -17 -16 19 23 -21 -11 -12 24 25 -19 -25 28 -23 -29
right_child=1 -3 3 5 -6 6 7 -9 -10 12 22 -13 -14 14 15 16 -18 18 -20 20 -22 27 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.020001948505570195 -0.017782811770423353 -0.00072883969623252585 0.0064053131554872786 0.013976103698093567 -0.10003863118384182 0.00043779312350626691 0.0028338117310246365 -1.3934148475649306e-05 -0.0002872881494417628 -0.0010874529060910848 -0.00035507163667956187 -0.003282411382026239 -0.00099791340812508691 0.0019690855061257995 -0.0014094020655621977 0.0025666118780517614 -0.00010498305234623152 -8.4506938245525523e-05 -0.0012824939745639909 8.6324327767153231e-05 0.0023072841758937099 0.0010845942801549261 0.00041416869506608858 0.00021884437795798269 2.2477146584715701e-05 0.0019371714845064778 -0.00081442427625675554 -0.00012614795589074062 7.1241331581165551e-05 0.00051480891809668413
leaf_weight=0.0010154281347557461 0.0014922986376565408 0.5544716235259689 0.0013487992264370049 0.0024081412095772184 0.0010873065460082348 0.50251861192940406 0.52790168331114196 1.8621745669006486 1.0045306543470358 0.50694892887266618 1.512513977018749 0.51650167600641339 0.51181186580206528 0.51795637921350035 0.50784935324008795 0.51530918183107111 0.5056825536676115 0.50222121683327736 0.51726930860739617 0.50293312643360366 0.51518330723229133 0.51437230495527142 1.5135312894957715 1.0045731264981443 2.5083105761302704 0.51115570889305673 1.0119249215433681 17.622269942299209 5.5198115854902428 1.0181568392755789
leaf_count=543 513 110 265 35 135 48 68 21 19 33 44 102 122 74 19 23 33 8 111 23 27 598 33 10 26 83 33 1043 334 97
internal_value=2.5344e-07 7.27834e-07 1.03002e-05 1.09285e-05 -0.0411038 1.32988e-05 1.25031e-05 0.000348033 0.000787887 -1.6808e-05 -0.000342532 -0.00144783 2.10384e-05 3.6242e-05 0.000278737 0.00017696 0.00124341 3.33413e-05 0.000136924 0.000248911 0.00121017 -5.1586e-05 2.96778e-05 7.21976e-05 0.000285129 0.000935244 -0.000299674 -3.03037e-05 0.000157623 -9.11383e-05
internal_weight=42.8152 42.8142 42.2597 42.2583 0.00243611 42.2558 42.2534 3.39461 1.53243 38.8588 4.04507 1.01902 34.8137 34.3019 9.12037 8.60241 1.02099 7.58142 7.07357 6.5563 1.01812 25.1816 3.02605 5.53819 3.52169 1.01338 2.0165 24.6746 6.03418 18.6404
internal_count=4633 4090 3980 3467 400 3067 3032 108 87 2924 227 150 2697 2575 470 396 56 340 321 210 50 2105 77 160 117 91 43 2072 932 1140
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=8 8 19 5 22 5 20 10 10 20 2 2 21 17 13 16 2 20 21 18 6 10 21 21 23 12 6 20 20 22
split_gain=5.47122e-05 4.6327e-05 5.45336e-05 0.000100439 2.42357e-05 4.20717e-05 0.000130901 0.000302112 0.000193898 2.6774e-05 0.00398539 0.00103686 0.000106958 0.000104006 4.74855e-05 5.14869e-05 4.0837e-05 3.65022e-05 0.00112295 0.00162856 0.00113659 0.00143739 0.00103676 0.00086951 0.000105735 0.00012674 6.91509e-05 0.000103539 6.57686e-05 0.000130017
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 23.499898996300001 0.27394500000000005 13.252098438300001 41.257948413050009 80.677940036650014 87.313054702550019 38.474425342400004 60.643165405350004 59.078594408600004 1.9425901130500003 183.58889821140002 109.47132661375001 20.564951910200005 52.497771754550008 40.300545846000013 1.8364927951500001 13.24088655595 16.425383776450001 62.186725015400008 1.0000000180025095e-35 1.0853204796000002 0.10453000000000003 224.02444024760004 16.455384477450004 42.123054668150012 40.621691032550004 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -8 -9 12 11 16 14 -14 -7 -16 -11 24 19 -19 21 -21 -23 -24 -12 -26 -20 28 -28 -30
right_child=-2 2 3 -5 -6 9 7 8 -10 10 17 -13 13 -15 15 -17 -18 18 26 20 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=0.033624878778051322 -0.0010130967338922246 4.5639092259377873e-05 0.0019750025794393654 -1.1676304315918142e-05 -0.00069997425548269079 -0.00093103898360703699 -0.042186164487454596 0.048011104577130925 -0.0094775636900286328 -0.036367942351377698 -4.7772962896959313e-05 -0.1007896292203113 8.9916302226526463e-05 0.0021013612624651043 0.0010261888776960538 -8.0521189211105006e-05 -0.013008787078895174 -0.071593264858225258 0.00012209363077239158 -0.080860566472152756 0.066521448460225271 -0.035474351067166447 0.093339221774646583 0.013226070344116681 -0.0022801024864766237 -4.727636584514747e-05 0.00047981634139377576 -0.0015718096673249947 -8.6126288625157162e-05 -0.0012885193366282579
leaf_weight=0.0015231040283286172 0.52627209171122658 1.5019101785228477 0.51518013375334704 0.5028764451112977 0.50772591820766066 0.51253339964471889 0.0012022070152815645 0.0011813314344228942 0.0011655368899159378 0.0016667518079874757 4.5351274255674587 0.0047474230559600983 0.50236529840881849 0.5264558586494541 0.50923800439274858 2.4087523199980296 0.0013583325785475608 0.0015598856514927864 19.127249192570307 0.0014053567533665046 0.0067147836125514013 0.0018294747756044671 0.002598410361315473 0.002830620886880908 0.51408859639332127 0.50289791974864784 1.506960640763167 0.52278736502197709 7.031526763751379 1.0311933182736766
leaf_count=485 204 16 30 26 199 195 252 100 426 12 256 2 42 146 131 64 37 106 1166 27 27 27 21 39 51 16 16 344 90 80
internal_value=2.34392e-07 1.28451e-05 0.000428639 0.000993668 -1.3502e-05 -4.62447e-06 0.00910225 -0.00142176 0.0194602 -5.80115e-06 -3.53657e-05 -0.0716342 0.000224893 0.00111919 -4.33082e-05 0.000112618 -0.0258791 -1.93691e-05 2.5269e-05 0.0257658 0.0356411 0.0117077 0.0296304 0.0515693 -0.000254427 -0.00117597 1.03473e-05 -0.000201434 -0.000126571 -0.000239908
internal_weight=42.8149 42.2887 2.51997 1.01806 39.7687 39.261 0.00507218 0.00354908 0.00234687 39.2559 34.7965 0.00777251 4.45934 1.02882 3.43052 2.91799 0.00302508 34.7888 29.2367 0.0169385 0.0153786 0.00866386 0.00725851 0.00542903 5.55211 1.01699 29.2197 10.0925 9.56968 8.06272
internal_count=4633 4429 72 56 4357 4158 1263 778 526 2895 2317 51 578 188 390 195 49 2266 1943 247 141 114 87 60 323 67 1696 530 186 170
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=8 8 17 2 20 3 20 21 21 18 21 23 12 16 19 22 17 19 9 22 20 3 18 20 23 7 20 20 12 20
split_gain=4.42851e-05 3.75435e-05 5.72614e-05 0.000104788 2.19049e-05 8.61322e-05 2.72327e-05 0.000826537 0.00314183 0.00152892 0.00108273 0.00137172 0.00182759 0.00199438 0.00210151 0.000975262 0.000277009 0.000199987 0.000152144 6.91284e-05 5.18564e-05 6.74696e-05 0.000377354 0.000209682 8.88806e-05 0.000139355 0.000270332 5.08242e-05 4.67711e-05 0.000103707
threshold=8.8430989333000021 8.7431769115000026 188.85216786605002 77.002902305750027 36.558960102350007 85.923121849150007 40.300545846000013 1.8364927951500001 2.0502020052500005 13.24088655595 1.7791739561500002 0.10685000000000001 288.20446809535002 22.624947093000003 13.051052998800001 -0.091149999999999995 197.18249712500003 12.851036860900001 204.20786774030003 -0.10434500000000001 40.574766824850009 93.216908757050007 13.391483899700001 41.243661560350013 0.080375000000000016 22.870118039000001 42.455548714850003 41.444941515100005 168.12479758145003 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 18 9 16 -8 11 12 13 14 17 -16 -9 -11 19 -6 -10 -22 23 -23 -25 26 -26 -27 -21 -30
right_child=-2 2 3 -5 6 -7 7 8 20 10 -12 -13 -14 -15 15 -17 -18 -19 -20 28 21 22 -24 24 25 27 -28 -29 29 -31
leaf_value=-7.3060354582928444e-05 -0.00091118652089205272 -6.020047448666161e-06 -6.0453556642599146e-05 0.0019708395163290531 -0.0012077415500144975 0.0014244747387353854 -0.070460856260444737 -0.053165478389432655 0.00035111577585092966 0.036759814862941297 0.099976916228382687 0.099150538226939852 -0.091447112823757004 0.080489150040187168 0.009313604154727588 -0.098612427852074122 -0.10017455452749949 0.096938577192596326 -0.0018376975559979527 -0.00012861098859544347 5.1474061220982408e-05 -0.0019908716771533208 -0.0029081511275354261 -0.001110463667291882 0.0029037022988097831 0.00036246593780103346 -0.00033728492633007995 -0.00045857375552856721 0.0016409003888996786 -9.9025181571461582e-05
leaf_weight=1.5077851310831616 0.52659951895380785 1.5033022898437871 0.50264783789316403 0.51330540310959805 0.50759422726971948 0.5153413127870915 0.0016116566134711926 0.0022972162052380387 4.014776573946615 0.0012162295801051021 0.0020287547062931574 0.0019410749482718101 0.0015839333966596323 0.0038326651435909298 0.0013156193705867753 0.0023028210182491887 0.0027590363096123838 0.0010114804025533886 0.52388732201649713 5.9425524782396275 19.618253376313817 0.51541347688993155 0.519885065531838 0.50732362581163304 0.51953785229704308 1.5035924017429354 0.50999348949454237 1.5122318455969113 0.51869709499998173 1.0088677545086999
leaf_count=357 204 19 8 45 219 235 112 16 75 66 5 23 50 21 21 53 30 5 293 207 1716 46 106 271 59 6 166 43 119 37
internal_value=1.97108e-07 1.15466e-05 0.00038591 0.000965847 -1.21691e-05 0.0003084 -2.93518e-05 1.64475e-05 3.68422e-06 0.0221617 0.0319615 0.0215109 0.00813017 0.0244259 -0.0123284 -0.0593719 -0.0788168 0.0640837 -0.000186887 -7.84803e-05 1.73229e-05 -3.58427e-05 -0.000342394 -7.91985e-05 0.000137224 0.000293695 0.00129823 -4.92299e-05 -1.74704e-06 0.000491781
internal_weight=42.8135 42.2869 2.51926 1.01595 39.7676 2.02313 37.7445 29.2429 29.2261 0.0168442 0.0152326 0.0132038 0.0112627 0.00967882 0.00584615 0.00361844 0.00505625 0.00222771 8.5016 7.97771 29.221 25.2062 5.58798 5.06809 4.55268 4.04536 1.02953 3.01582 7.47012 1.52756
internal_count=4633 4429 72 53 4357 592 3765 2890 2534 356 244 239 216 166 145 74 46 71 875 582 2488 2413 697 591 545 274 225 49 363 156
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=4 17 8 8 20 23 8 17 20 13 18 16 2 18 17 10 18 17 13 16 9 21 22 22 22 6 16 17 22 15
split_gain=3.64085e-05 0.00015673 0.000309755 3.86416e-05 3.40562e-05 5.50972e-05 3.15361e-05 4.81677e-05 0.000116177 2.38658e-05 0.000197523 0.00107525 0.000718573 9.77359e-05 0.000334614 7.1645e-05 8.74845e-05 0.000161885 5.92218e-05 0.000170007 0.000284445 9.60335e-05 0.000180953 0.000845288 0.00140305 0.000584563 0.000487664 0.00013742 0.000100594 8.71752e-05
threshold=143.58239362595003 184.58362717140002 8.6432548896500023 8.8430989333000021 33.036871954450007 -0.27651499999999996 8.7431769115000026 188.85216786605002 42.498713093000006 117.60660091645001 12.880535946600002 22.634947069650003 126.88362105025001 13.565012728250002 191.32023496460002 61.950140699950005 12.947178517500001 187.52613723835003 117.55283175385001 22.624947093000003 193.49750438550004 14.849677877150002 -0.25224999999999992 -0.16533 -0.15580499999999997 16.165377701450002 22.399947619200002 195.59800312745003 -0.59614999999999996 43.376643616500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 9 -8 -9 10 11 12 -7 14 15 16 -11 -18 21 -20 -21 22 25 26 -25 27 -24 28 -12 -26
right_child=3 -3 -4 -5 5 6 7 8 -10 13 18 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.064025677922311022 -0.017111043113654661 -0.022115552098471949 -0.011027927603320335 -0.00085299737031200033 -0.018774497145693899 0.079948781271120734 -5.0659398047239879e-06 0.0019403702916349107 -0.00019944698461513488 -0.00023080157127676086 0.037110628878532663 -0.10007179531244395 -0.032924902077714882 0.00051642700020917238 -0.0027992913740547552 -0.00085960195539446524 -0.0003939882798079714 0.0021232251391451406 3.0869739923907042e-05 -0.00018269249531930221 0.003141601151398039 -0.0013786798565485348 0.012488156179917526 -0.10009343443531481 2.4492579717995754e-05 -0.080393897692305247 0.10001384065800981 -0.0281853263309799 -0.0064350679680347904 -0.0012933041788586927
leaf_weight=0.001073746246105566 0.0011617806855274129 0.0010023725935752736 0.0011271058014585833 0.52530944227111476 0.0015613254482776942 0.0010036403861093382 1.5033028988127335 0.5151816585103004 0.49995484057012618 2.406027505433094 0.0011224947198511526 0.0012081112508894876 0.0012875801534296683 1.5160552508389171 0.52069286651452618 1.0107208551786717 0.5073666985877876 0.51462962446021265 3.5243089685731936 0.51107765467719424 0.51855627164331963 0.51620099466473846 0.0012354084773126264 0.0014004860827928614 27.693433714635788 0.001182318005756855 0.0013132702470102231 0.0010150187813825345 0.0010058721223780284 0.51125890550969799
leaf_count=24 254 19 29 167 144 163 18 43 8 67 39 16 172 49 58 25 15 44 100 33 43 310 212 167 2009 14 19 177 100 95
internal_value=1.90859e-07 0.010661 0.025589 -6.06857e-07 9.98288e-06 1.04533e-05 1.1147e-05 0.000354312 0.00088651 -1.05883e-05 2.35825e-05 -0.0237335 0.016518 -0.00018624 -0.000401039 -0.000119708 9.84425e-05 0.000873563 2.60803e-05 0.00036112 0.00149153 -2.70279e-05 -2.29724e-06 8.38894e-07 -4.36463e-06 -0.0204536 0.0575879 0.00209169 0.0165308 6.05231e-07
internal_weight=42.8118 0.00320322 0.00220085 42.8086 42.2833 42.2821 42.2805 2.51844 1.01514 39.7621 33.2866 0.00349933 0.00229122 6.47549 4.95944 4.43874 3.42802 1.022 33.2831 4.55394 1.02963 28.7292 28.213 28.2086 28.2061 0.0043257 0.00254868 0.00314339 0.00212837 28.2047
internal_count=4633 72 53 4561 4394 4140 3996 69 51 3927 3669 351 335 258 209 151 126 59 3318 176 76 3142 2832 2502 2271 330 231 316 139 2104
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=23 0 10 7 21 13 21 10 15 2 19 22 13 18 0 22 22 20 21 6 15 18 22 20 9 18 21 23 15 14
split_gain=3.99584e-05 0.000255598 0.00178294 0.000699878 0.000350282 0.000229196 2.61528e-05 0.0013039 4.53238e-05 0.000192572 5.64334e-05 4.31464e-05 2.87866e-05 9.22897e-05 3.21799e-05 0.00025306 0.00137063 0.000511048 0.000429143 0.000452595 0.000401572 0.000126986 0.000361277 0.000773385 5.68837e-05 3.90443e-05 0.000158765 7.69402e-05 0.000220361 6.95859e-05
threshold=-0.55393499999999996 83.933662832600007 58.309968391300011 21.698399695800003 1.9425901130500003 120.66606626890002 15.833449912500003 60.87206898960001 45.793006327050001 247.02271001585004 14.651182102100002 -0.082484999999999989 117.69263157665002 12.98549864095 86.345209775600011 -0.15022499999999997 -0.16164499999999998 38.983591653800012 5.2472773321000004 14.865347326450001 22.654569872000003 13.063922652800002 -0.085550000000000001 40.330620469300008 191.96565807215003 13.900697602550002 8.9448347342500032 0.090465000000000031 37.646552559600003 264.19645454725008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 -3 10 -10 12 -11 14 -14 21 16 17 -16 20 -20 -19 24 -23 -24 -9 27 29 -17 -29 -27
right_child=1 6 5 -5 -6 -7 -8 8 9 11 -12 -13 13 -15 15 25 -18 18 19 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.019861474544526275 0.041130386578581181 -0.10007201182888321 -0.041166162452252589 0.10000707450413847 -0.03969563754503326 -0.10004809073023591 0.0007040299572957468 -0.00013313408279744731 -0.0021099907826457958 0.00091727671904898677 0.0010583533554328222 -0.0003890674827330335 -0.00018654586009681474 0.001065789976970151 -0.045081322867891571 -5.7280607070537767e-05 -0.089610309398370683 0.041620099657768611 0.00016055550460958765 0.081689667801214241 -0.036928705245754888 8.2226799870506549e-05 0.00059084148208669645 -0.0048821780061275759 0.00064218465212016696 2.1261214199759189e-05 -0.0017880581254965042 8.3745071783005747e-05 0.0014529739600461316 -0.0011495607027428964
leaf_weight=0.0010129370578998423 0.0010255996812729004 0.0013021405191712123 0.0010503889176617653 0.0010039269825679042 0.0011236155227276473 0.0017835185148697974 0.52502464524045578 2.5162364974253499 0.51593788843437849 0.50571053225187867 0.51384872733143439 0.50561047084673638 1.4041501259016507 1.0129685916836022 0.0016575469821848952 8.031168771227426 0.0020084488075515043 0.0010069776822111548 0.0012073311869720896 0.0015616037298968877 0.0018403683777981072 2.0175478984290254 0.50326431245662184 0.53020410124773321 1.5166868447304294 15.093024096291932 0.52379832838884333 5.0178744787347673 1.5349344393252975 0.52528771462673951
leaf_count=73 88 22 317 7 227 25 260 63 149 41 47 51 23 23 213 194 237 97 195 18 68 73 10 85 33 817 377 71 45 684
internal_value=1.71978e-07 -2.97966e-07 -0.0206609 0.0310739 -0.00112568 -0.0782235 2.59186e-06 -6.1187e-06 -3.03668e-06 -0.000537868 1.7008e-05 0.000264169 3.70926e-06 0.000338284 -1.76742e-05 2.66105e-05 -0.0164823 0.0037098 0.0181096 0.0461407 -0.00914954 -0.000209814 -0.000696589 -0.002217 0.000158445 3.15978e-05 -7.555e-05 0.000150193 0.000404474 -1.81168e-05
internal_weight=42.8109 42.8098 0.00598705 0.00315314 0.00214922 0.00283391 42.8039 42.2788 42.2775 1.52726 40.7503 1.01132 40.2364 2.41712 37.8193 30.7354 0.00928228 0.00727383 0.00561628 0.00276893 0.00284735 7.08394 3.05102 1.03347 4.03292 30.7261 16.1421 14.584 6.55281 15.6183
internal_count=4633 4560 664 322 315 342 3896 3636 3614 241 3373 92 3326 46 3280 3016 828 591 378 213 165 264 168 95 96 2188 1878 310 116 1501
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=8 19 5 15 20 5 5 21 22 17 23 0 22 9 2 13 23 10 13 5 6 5 22 15 7 20 13 12 9 18
split_gain=3.38867e-05 3.93322e-05 8.80693e-05 5.58712e-05 0.000131017 7.58357e-05 0.000184455 0.000343818 0.000153734 0.000115622 0.000339779 6.45156e-05 0.000118943 4.18368e-05 4.1039e-05 9.40911e-05 3.87558e-05 3.99523e-05 0.0004019 4.1351e-05 7.48312e-05 3.70198e-05 2.72466e-05 4.08758e-05 0.00448543 0.00119425 0.00126534 0.000477653 9.56872e-05 0.000249121
threshold=8.8430989333000021 14.351157895250003 20.201591378100002 46.055224235250002 43.022303514600004 21.482549112100006 22.217208590350001 3.8811533507500005 -0.093604999999999994 192.92322630085002 0.10249000000000003 86.345209775600011 -0.096559999999999993 192.39832633775004 108.01392853780001 117.60122400020002 -0.51222499999999993 62.020040611300011 117.62810858150002 22.705169530700005 16.515385879350003 24.393336510100003 -0.10040499999999999 33.423812040500003 24.176603375500004 41.835830569250014 111.12203990580001 144.66294237600002 198.44478460200003 12.98549864095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 5 -5 11 7 -7 -8 13 -11 12 -4 -10 15 -13 -1 18 -18 -20 -21 22 23 24 25 28 27 -27 29 -19
right_child=-2 2 3 4 -6 6 8 -9 9 10 -12 14 -14 -15 -16 -17 17 21 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.016935395405714104 -0.00079726137923639094 0.0014250552691045604 0.00026035934311479064 -0.0017381365573576877 0.00053017392265506595 -0.00025573962669064263 -0.0014934157819437785 0.0033899054543604194 0.00052895690111945219 0.0030628849001976943 -0.00057247160730747771 0.0015688780975091779 -0.0019013470980192755 -0.00015651709413634825 -0.00011199328161117916 -0.00036130886263827962 -0.002948662454108675 0.099488813842886742 -0.00019340288944189336 0.0014464421625756943 -0.00027396496468045582 0.0008355975438379149 -8.3344693555168707e-05 3.3478416262547056e-05 7.5031734485938087e-05 -0.078182265963604169 0.10000772890759645 0.016920626753987793 0.099056375085772835 0.036272967179788639
leaf_weight=0.001342285883526694 0.5263844121781095 0.52118240635336022 0.5039887969433039 0.5127635908615662 0.50583613347869161 0.50410963176363999 0.51020963970904354 0.53136931876542803 1.3661921369230214 0.52228394381086196 0.50636409119124437 0.5090849920234175 0.51425369458956793 2.5565450979265734 3.5081208969800173 0.50118274847045541 0.51678745001103576 0.0016007459893911235 2.0066421175160944 0.50833586074372739 0.50299230301181996 0.50397814313227129 19.641609594084144 4.0053975229389662 1.0122815711656041 0.0010294494367588669 0.0011760851884901058 0.0010844231347654498 0.004349570941485581 0.0010210037625262725
leaf_count=124 204 88 15 125 36 15 50 59 38 67 16 81 41 27 67 4 416 9 19 20 76 66 1587 82 920 123 7 185 8 58
internal_value=1.38953e-07 1.00658e-05 0.000150334 9.94339e-05 -0.000611695 0.000159628 0.000391368 0.00161507 0.000159363 0.000329671 0.00127334 -0.000112312 -0.00083139 8.22165e-05 4.97356e-05 0.000611334 -5.62509e-05 -5.70453e-05 -0.000371863 6.93797e-05 0.000590784 -1.284e-05 -3.01728e-05 0.000177543 0.000741856 0.0665245 0.0168641 -0.0293942 0.0899606 0.0748703
internal_weight=42.8095 42.2831 13.5735 13.0523 1.0186 12.0337 6.49707 1.03548 5.46159 4.95139 1.02865 5.53663 1.01824 3.92274 4.51839 1.01027 28.7096 28.7083 3.53476 3.01797 1.01133 25.1735 24.6695 5.02794 1.02254 0.0102613 0.00328996 0.00211387 0.00697132 0.00262175
internal_count=4633 4429 729 641 161 480 272 74 198 148 83 208 56 65 152 85 3700 3576 531 115 96 3045 2979 1392 1310 390 315 308 75 67
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=9 18 17 4 9 0 0 7 18 19 2 19 9 16 20 21 15 20 19 23 7 6 23 5 22 22 7 4 20 18
split_gain=3.41795e-05 0.000446768 0.00334454 0.00151113 7.52984e-05 6.84762e-05 4.56467e-05 3.38665e-05 0.000425975 8.00626e-05 0.000229096 0.000394931 5.90202e-05 5.41487e-05 4.55446e-05 4.01977e-05 5.12415e-05 6.56831e-05 4.27824e-05 4.01637e-05 3.85449e-05 9.505e-05 0.000171273 8.0212e-05 3.36106e-05 0.000112043 4.9818e-05 0.000149226 4.28254e-05 0.000165829
threshold=186.70853236170004 12.854871756700001 182.02915412410002 171.12466686440004 185.62570708695003 85.732241321850012 85.769879735700016 23.209106085000005 13.391483899700001 14.351157895250003 143.79541367925003 14.551174033150001 193.70978346765003 22.674946976100003 40.250747516500006 15.109659503850002 46.055224235250002 33.361153777850006 14.651182102100002 0.094385000000000011 23.445318439400001 16.455384477450004 0.089345000000000022 23.714185006400005 0.048475000000000011 -0.0057149999999999996 24.969848459100003 287.43247036745004 42.670715716450012 13.480563334700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -3 -7 8 9 14 11 -11 -12 15 -8 16 17 -9 20 -17 21 22 -19 24 25 28 27 -26 -22 -30
right_child=1 5 -4 -5 -6 6 7 13 -10 10 12 -13 -14 -15 -16 19 -18 18 -20 -21 23 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00011432387855622683 -0.031135211632435197 -0.0011196998141902643 -0.090456583260644249 0.086454326412125193 0.0014061282790694069 0.00093377100390405884 3.3730331752630044e-05 0.023566197311880255 -0.002967561287501834 0.0035127654451691803 0.00029511588050189718 -0.00040842327843578592 -0.00078543006508309185 0.001044440323915401 -0.00074196706646379731 -8.251053188843708e-06 -0.001011225450598067 0.00013582827224989656 0.00091240452116432991 0.0012517943872434796 -1.6705245913505132e-05 -0.00010739720600825742 0.0023806745662499646 -0.0013080281077057457 0.0019637467234816671 -0.0015806162424626146 3.4153327266454696e-05 -0.00044889258990789716 0.00017877030541821218 -0.0020162760519639579
leaf_weight=3.8834901564534361 0.001911317849393579 0.56299704101225145 0.0039238808220147803 0.0025521325612025691 0.51054405368141065 0.50703496474670728 1.5074522992942996 0.0011828101387284509 0.52227911375801728 0.52269168294515134 1.0061431826779883 0.50502723036333919 1.0158713514408075 0.51003922868403506 1.5202988442689358 0.5033065955470295 0.50838733796661273 1.0047719481954249 0.50553655113981122 0.50858352920295147 13.589155429312257 2.5070260311149468 0.51360275098352293 0.50697544073773215 0.52261111682982597 0.50964711455701639 7.0168574897198974 0.50321792152681155 1.0017095769289874 0.5243139654207839
leaf_count=1959 49 198 28 25 63 11 34 27 78 33 29 18 37 54 48 34 53 72 18 36 875 32 28 18 59 82 218 25 6 386
internal_value=2.18389e-07 -3.00017e-05 -0.0231071 0.0361007 0.000264419 -2.4962e-05 -8.67574e-06 -2.14742e-05 -0.000227008 8.50624e-06 0.000370151 0.00158587 -0.000247756 2.26575e-05 -0.000355764 5.41626e-06 -1.60456e-05 1.57878e-06 6.07802e-07 0.000625057 -1.57379e-05 0.000270768 0.000895166 -6.34453e-05 -3.67854e-05 -0.000122283 0.000129314 0.000780232 -7.31117e-05 -0.000575408
internal_weight=42.8091 38.4151 0.00838733 0.00446345 4.39403 38.4067 37.8437 37.3367 6.59976 6.07748 3.04973 1.02772 2.02201 30.7369 3.02775 30.2269 29.215 28.7066 28.7054 1.01189 28.1999 4.0254 1.51837 24.1745 23.6675 15.6248 8.04269 1.02583 15.1152 1.52602
internal_count=4633 2611 102 74 2022 2509 2311 2300 277 199 117 51 66 2023 82 1969 1899 1846 1819 70 1801 132 100 1669 1651 1349 302 84 1267 392
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=8 19 5 17 0 22 7 5 6 2 7 7 2 17 2 16 10 20 16 7 8 16 18 9 6 5 2 9 6 21
split_gain=4.81274e-05 4.22542e-05 9.42073e-05 7.473e-05 0.00041548 0.000114066 0.000110142 0.000141107 0.000105081 8.45298e-05 9.21157e-05 5.02798e-05 0.000134109 3.85403e-05 3.96839e-05 3.40409e-05 4.74888e-05 3.38994e-05 3.08981e-05 0.000117043 0.000497951 8.28991e-05 0.000292857 6.95337e-05 8.6094e-05 5.1477e-05 4.53511e-05 4.05892e-05 7.85188e-05 2.82227e-05
threshold=8.8430989333000021 14.351157895250003 20.201591378100002 191.06791329340004 85.990333302400003 0.05642500000000001 23.131311951800004 24.148799123900002 16.525386113000007 219.56639384385002 24.209421447000004 22.460452099450002 162.11899991435004 195.44378352670003 131.42729508740004 22.584947186600004 62.020040611300011 38.804629908750009 22.594947163200004 22.398098708400003 5.1459841250500009 22.624947093000003 13.055593598800002 66.544071737050004 13.400313096150002 22.665750084250003 83.777728670400009 204.20786774030003 16.545386580300001 11.534227923400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 4 11 6 7 -5 9 13 -11 17 -13 15 -15 16 -8 -4 19 20 23 22 -20 24 -1 26 -23 28 -27 -21
right_child=-2 2 3 5 -6 -7 8 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 21 29 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.011310966801563174 -0.00095081193742171857 0.0014756028957594305 -1.8174763139308591e-05 -0.0022513055182938834 0.0030994613320377545 0.0013948517086591525 -1.3811654926561246e-05 9.1965087401748224e-05 -0.0013954443493616137 0.0018743133383056767 -2.4719230801510802e-05 0.0018129982102645722 -0.00017392651436697168 6.2104437345632366e-05 -0.00066331642510010828 -3.4950770077670355e-05 0.0013597982988051058 -0.00096901001342321346 0.00010187084144965254 -2.1061323295295571e-05 0.072620164650485472 7.5801804382038599e-05 -0.0028289486132812604 -0.023386007607836712 0.027884108664426539 0.0016569160765205722 -0.00070011393142223116 -0.00011245350176794955 -0.0001034258122737136 0.00072694793505580365
leaf_weight=0.0012061631138356272 0.52559876234297931 0.52133154927855585 1.4009656299776923 0.52776424776129338 0.52087162573116064 0.51350032763002751 0.49995443224906944 0.50087019853972237 0.50867473559611642 0.51576362100581696 0.50604203276134285 0.51333525933659974 1.0042879886169638 1.500681652032654 1.5158317594490993 2.0052541977584042 0.50685007727588527 0.51198637471216546 1.002399500710452 21.64148459065423 0.0011591296522794892 1.5009640439948273 0.51667129614153484 0.0011424954966020202 0.0010467739904260753 0.51179871186365511 1.5122114135583613 1.0004691408685173 0.50183600560922059 0.51644803186368449
leaf_count=200 204 88 12 70 35 30 2 26 36 58 82 34 26 7 47 20 64 92 13 2132 23 10 50 580 83 40 47 8 16 498
internal_value=2.0131e-07 1.20229e-05 0.000157404 0.000104754 0.00046789 -5.29081e-05 -0.000139477 -0.0011103 -7.36696e-06 9.27809e-05 0.000933831 6.8333e-05 0.00049815 -4.97719e-05 -0.000302428 0.000203257 0.000677697 -0.000272658 -5.67153e-05 -3.32282e-07 0.0160286 -0.000247599 -0.000894969 -0.00329057 0.0069001 -5.19856e-05 -0.000313604 0.000339406 0.000785396 -3.62703e-06
internal_weight=42.8084 42.2828 13.574 13.0526 3.95145 9.10119 8.58769 1.02863 7.55905 7.05038 1.02181 3.43058 1.51762 6.02857 3.01651 3.01206 1.0068 1.91295 28.7088 22.1625 0.00455456 6.54635 1.51907 0.00339543 0.00225294 5.02728 3.01318 2.0141 1.01363 22.1579
internal_count=4633 4429 729 641 199 442 412 96 316 280 140 164 60 140 54 86 66 104 3700 3516 886 184 63 863 283 121 57 64 56 2630
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=8 14 20 23 19 18 18 5 17 0 22 7 10 6 2 7 7 0 7 10 13 2 10 5 22 5 22 15 5 23
split_gain=3.89608e-05 4.29023e-05 3.79535e-05 5.67841e-05 3.37695e-05 0.000323233 0.000528263 8.06342e-05 6.02304e-05 0.000337788 9.24721e-05 8.91375e-05 0.00016204 8.50386e-05 6.852e-05 7.47605e-05 4.21906e-05 0.00011752 3.55664e-05 3.42079e-05 0.000372354 3.22473e-05 5.12681e-05 3.97729e-05 2.4594e-05 2.15716e-05 1.67844e-05 4.09739e-05 0.000118431 0.000222674
threshold=8.8430989333000021 144.12207640715005 33.036871954450007 -0.27651499999999996 14.351157895250003 12.722397935550001 12.854871756700001 20.201591378100002 191.06791329340004 85.990333302400003 0.05642500000000001 23.131311951800004 62.095317438950012 16.525386113000007 219.56639384385002 24.209421447000004 22.460452099450002 85.823648898300021 22.227765484150002 62.020040611300011 117.62810858150002 171.06275453495002 62.020040611300011 21.482549112100006 0.27394500000000005 22.627560662300002 -0.10040499999999999 39.203018015350004 20.872540794500004 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -6 9 16 11 12 -10 14 21 -16 18 -18 -9 20 -8 23 -23 -13 26 -22 -21 28 -28 -30
right_child=-2 2 3 4 7 6 19 8 10 -11 -12 13 -14 -15 15 -17 17 -19 -20 24 25 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.016817780482344523 -0.00085520781676533611 -0.018210759561397123 -0.019148568704926518 0.044353503721554742 0.001362976820197986 -0.052790505277401624 -0.0028213498462142674 2.3086131077812262e-05 -0.0022357552864799408 0.0027955697050967947 0.0012565842850101581 -6.3212751630844347e-05 0.00027386262631317389 -0.0012547247294846338 0.0016890697742006423 -2.2253092729372173e-05 0.0016890620214033377 -0.00017328467767292136 -0.00092742292141498111 0.00017023586708391552 -0.00018240357103469174 0.0001342993594233791 -0.00087411241215397482 0.00066267999095787034 -0.00069715646126638489 0.00035249639866454375 8.2598898979300716e-07 0.00046397386890066985 -5.3750352844269514e-05 -0.0026144284910095267
leaf_weight=0.0015148451879544158 0.52590631026121215 0.0011429782142106095 0.0015466674875018729 0.0016393824458827968 0.52066144359350985 0.0018991320560982619 0.51609343643840633 1.3589331568631466 0.52187358586141719 0.51980275611276727 0.51303084637766083 3.0039522647966805 0.50744931291055195 0.50912619572684992 0.51513031906461015 0.50605016605959463 0.51088138520328197 1.0061623803836708 0.55421347251774467 5.0270215484482668 1.5055672244488962 1.0061515712141047 1.0105132777591732 1.0081379935211314 0.50590892127845677 1.5102091297530078 16.602050977219882 1.5210074110445742 1.0005061963355819 0.51408510852290135
leaf_count=36 204 254 144 339 84 17 128 45 66 35 30 77 30 36 58 82 37 22 53 1250 12 16 28 19 139 37 1143 115 27 70
internal_value=2.04017e-07 1.08436e-05 1.14466e-05 1.19392e-05 1.26401e-05 -4.88126e-05 -5.13486e-05 0.000142618 9.39336e-05 0.000420022 -4.75881e-05 -0.000125493 -0.00099853 -6.6113e-06 8.35239e-05 0.000841017 6.00375e-05 0.000453881 -0.000252264 -4.7859e-05 -0.000339298 -4.4784e-05 -0.000370997 0.000119186 -6.96503e-06 8.54581e-05 7.19182e-06 -3.45457e-05 -7.63995e-05 -0.0009229
internal_weight=42.8082 42.2823 42.2807 42.2796 42.2781 28.706 28.7043 13.5721 13.0514 3.94999 9.10142 8.58838 1.02932 7.55906 7.04994 1.02118 3.43019 1.51704 1.91315 28.7024 3.53187 6.02876 2.01666 4.01209 25.1706 3.01578 24.6647 19.6376 18.1166 1.51459
internal_count=4633 4429 4393 4139 3995 3277 2938 718 634 192 442 412 96 316 280 140 157 59 98 2921 177 140 44 96 2744 49 2605 1355 1240 97
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=4 8 8 19 22 6 18 9 5 21 23 15 22 22 9 10 13 17 7 5 23 18 5 20 20 9 7 21 18 23
split_gain=4.24462e-05 0.000169955 3.52059e-05 4.03867e-05 9.98747e-05 6.22435e-05 0.00014583 0.000151823 9.26432e-05 4.52627e-05 3.65413e-05 3.3725e-05 2.87668e-05 2.42213e-05 7.75698e-05 3.22357e-05 0.000147274 6.81834e-05 4.6251e-05 0.000177052 6.73184e-05 4.17974e-05 4.06572e-05 3.90037e-05 0.00015993 8.78636e-05 3.1516e-05 2.92138e-05 3.14297e-05 6.67091e-05
threshold=143.58239362595003 9.3427090425500019 8.8430989333000021 14.451165964200003 -0.027754999999999998 16.445384243750002 13.602243858600003 192.39832633775004 21.556055031700001 5.7328850847000004 -0.55393499999999996 41.831907381600011 0.27394500000000005 0.11061500000000003 197.00658341100004 61.987779113750001 117.62810858150002 191.56943241645004 22.812602664350003 21.836296031200003 0.088145000000000015 13.1052958007 20.769304081650002 36.859113051050009 38.324118171300007 198.73585755510001 22.995234593000003 2.2933574171000006 13.360173059150002 0.091885000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 8 7 -7 -5 -9 -2 -10 13 15 -15 16 -12 21 19 20 -17 -18 -22 25 -25 -20 -26 -28 29 -29
right_child=2 -3 -4 4 -6 6 -8 9 11 -11 12 -13 -14 14 -16 18 17 -19 23 -21 22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.00641205729175534 0.019019353694533905 0.042046978074381222 -0.00081479088157216306 -0.0015121460630273999 0.0015084339132645835 0.0016431620428020985 0.0019080219154245699 0.0001099452439366552 0.00071610755106145093 -0.00075481545790364733 -0.001868599874132047 -0.00043932178765253071 -0.00077729697901432427 -0.00041798344551217758 0.0013241081522495698 0.00098858251340093873 -9.2680631094428764e-05 -0.00082028728689861766 0.0015021507570824773 0.0020712127461488257 2.7667112853371008e-05 0.00065525674418562708 -0.0010719913391332417 -0.0017998764839754614 -0.00056782091732975298 -0.00035925000750001019 0.00074566139750752614 -0.00018281630474246158 -5.5488560206004776e-05 0.00075734279588141084
leaf_weight=0.0019343924785734093 0.0010070743691973352 0.001156402652441102 0.52463529437647949 0.51301978247559521 0.57417641811917164 0.51757962412047298 0.51177458794725783 1.5073722520379536 0.50481062279504818 1.011378230326599 0.51352956531302307 0.50566302561122001 0.50721806387247781 0.50666245289675882 0.51579527219765942 0.50876811866321459 2.8670127425522742 1.0098077005567345 0.51091493828966894 0.51519938749211069 1.0007796837363265 1.0105196625974313 0.50632015260027419 0.5142140662764686 1.0043025827978649 0.50349242213417211 0.51944090487825789 1.5023397527985438 21.100437256771695 1.5165833515111442
leaf_count=46 72 26 167 52 88 78 57 22 25 26 393 68 195 175 103 177 104 37 228 206 40 23 30 178 36 108 323 22 1506 22
internal_value=1.98779e-07 0.0117186 -6.4737e-07 9.45498e-06 0.000258417 0.000116898 0.000346458 8.32557e-05 -0.000417731 -0.00023729 -2.8913e-05 0.000137906 -2.94366e-05 -1.89365e-05 0.000460843 -3.29109e-05 -0.00025764 -8.8371e-05 7.95164e-06 0.000416806 -6.01372e-06 0.000102239 -0.00034177 -3.01335e-05 -5.37276e-05 0.00057826 -1.87126e-05 3.66964e-06 -1.23101e-05 0.000289481
internal_weight=42.8078 0.0030908 42.8048 42.2801 5.64577 5.0716 3.5481 3.03633 1.52349 2.51875 36.6343 1.01047 36.6333 36.1261 1.02246 35.1037 5.40087 4.88734 29.7028 2.53107 2.01587 3.87753 1.5071 27.1717 26.1573 1.01441 25.6431 24.6388 24.1194 3.01892
internal_count=4633 72 4561 4394 416 328 183 126 145 48 3978 93 3906 3711 278 3433 557 164 2876 453 247 127 70 2423 2087 336 1909 1873 1550 44
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=4 8 8 9 19 19 23 23 20 20 19 23 8 20 12 16 21 6 20 16 23 14 15 23 20 23 22 16 22 5
split_gain=3.4695e-05 0.000140502 2.85024e-05 3.93175e-05 0.00113475 0.000222976 9.61475e-05 0.000252944 0.000308724 0.000226918 3.53363e-05 9.301e-05 9.11001e-05 0.00018831 0.000105 0.000109848 0.000282737 4.12032e-05 5.95408e-05 6.70567e-05 2.61403e-05 9.98672e-05 7.11762e-05 4.42595e-05 2.91025e-05 8.22805e-05 3.46777e-05 0.000102647 8.41387e-05 0.000305222
threshold=143.58239362595003 9.3427090425500019 8.8430989333000021 179.11733629770001 14.351157895250003 13.551093343600002 -0.25420999999999999 -0.17949499999999999 47.309807198350008 48.914776625700007 14.451165964200003 0.13026500000000005 8.3434888241000014 41.935569238650011 256.19386559905007 22.614947116400003 2.3083050893000006 16.495385412050002 41.11191809080001 22.544947280100004 0.10787500000000003 234.81814181430005 41.831907381600011 0.10336500000000003 43.477771593600004 0.082535000000000011 0.011900000000000003 20.394952307700002 -0.038374999999999999 23.881206071300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -8 -9 -10 20 12 13 -12 15 17 -17 18 -14 -20 23 -22 -23 24 26 -26 28 -28 -5 -30
right_child=2 -3 -4 10 -6 -7 7 8 9 -11 11 -13 14 -15 -16 16 -18 -19 19 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0057732273719078688 -0.026777818677242823 0.038525447093911508 -0.00073292557824472526 -4.2903564781990915e-05 -0.10001873372812459 0.051896352697929353 0.042931050883013841 -0.049986089538762053 0.046407766893260274 -0.016569312211133547 0.0022950476298431149 0.0015266388684480367 -0.0011400257972124888 -0.00041390095284399108 0.0012481638055287937 0.00044034621198274938 -0.0028093066078822178 0.00056954430956451536 -0.0006298926983085289 0.00099980118224069848 -0.0015417774399044729 6.1468352125549207e-05 -0.00085888805475128687 0.0009200354697894719 -0.00010299509482115342 0.0014540925528656041 6.0571731547761617e-05 0.0015390259660739926 -0.002655863834688659 0.0007897466717121022
leaf_weight=0.0019336389638259224 0.0010389175587926184 0.0011369749860818956 0.52489882386978948 20.483213022501143 0.0011266860412888491 0.0010004254395456352 0.0013802080495280817 0.0011513251506969501 0.0010941866375638598 0.0011991922859324253 0.51949596169561363 0.51298067038078432 0.50682262882037399 0.5070891549653318 0.50885597718937337 0.55240855687031831 0.51954761353619006 1.0069510496196015 0.50292618569953951 0.50701805779812048 0.51646626490944392 5.0126288116729416 1.0095026054429181 0.52891187585216926 1.002903183586481 0.51293926661391309 6.0228163029973478 0.50931385392991746 0.52534132512820153 0.50347807225179508
leaf_count=46 217 26 167 1106 16 136 166 844 99 322 79 21 17 52 57 55 64 21 13 33 88 147 28 79 152 148 262 28 135 9
internal_value=1.94948e-07 0.0106295 -5.67554e-07 8.52463e-06 -0.00700527 0.00826178 0.000817309 0.00675919 -0.00773398 0.0134775 9.8505e-06 0.000242763 0.000114408 0.000956943 -9.63184e-05 -0.000286588 -0.00113467 7.36374e-05 -0.000255585 0.000188256 -2.604e-05 -0.000207263 -9.28129e-05 1.33413e-05 -2.88197e-06 0.000423901 -2.59504e-05 0.000175848 -8.72264e-05 -0.00096967
internal_weight=42.8076 0.00307061 42.8045 42.2796 0.00799094 0.00686426 0.00586383 0.00482491 0.0034447 0.00229338 42.2716 5.6441 5.13112 1.02659 4.10453 3.59567 1.07196 2.52372 1.51677 1.00994 36.6275 6.5386 6.02213 30.0889 29.56 1.51584 28.0442 6.53213 21.512 1.02882
internal_count=4633 72 4561 4394 1800 1784 1648 1431 1265 421 2594 412 391 131 260 203 119 84 63 46 2182 263 175 1919 1840 300 1540 290 1250 144
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=15 7 22 20 0 20 20 20 20 20 20 20 20 20 6 19 5 22 20 7 21 9 0 22 23 13 14 5 22 17
split_gain=3.74177e-05 0.000185538 3.92049e-05 3.1327e-05 0.00011886 0.00388179 0.00097621 0.000599446 0.00181289 0.000315165 0.000604486 0.000311319 0.00049715 0.000453453 4.83333e-05 4.38865e-05 0.000140946 8.61679e-05 0.000237174 8.46532e-05 7.60285e-05 0.000140361 5.38677e-05 6.78139e-05 5.04017e-05 0.000144859 0.000120405 6.16292e-05 3.99642e-05 5.09203e-05
threshold=46.435439118750004 23.543468673550006 -0.082484999999999989 42.206017975500011 86.103248543850015 44.026978245600006 43.847983878700006 42.431220712750012 42.455548714850003 42.498713093000006 42.720329370750001 43.022303514600004 43.067541470150012 43.477771593600004 16.465384711100004 14.351157895250003 20.452758643300005 -0.066979999999999998 40.94178426300001 23.109894804950002 5.2472773321000004 189.34276022045003 86.208098410950015 -0.083004999999999982 0.10249000000000003 117.64961624655002 234.81814181430005 22.744024947450004 -0.11534 191.40027208745002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 15 5 6 7 -5 -9 -10 -11 -12 -13 -14 28 24 -17 20 19 -19 21 -18 23 -22 25 -1 -26 -28 -6 -30
right_child=1 2 -4 4 14 -7 -8 8 9 10 11 12 13 -15 -16 16 17 18 -20 -21 22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=5.3455045156207441e-06 -0.0020398676250966592 0.00092051878100601848 -0.0003249872765639505 -0.10009962050925336 0.00086077763337904535 9.4257014859275677e-05 0.026322432485656092 0.046126980500444136 -0.10014327987430008 -0.020242355765502078 -0.10005557260278547 0.007932526497689614 -0.098292692041394555 -0.037814289449902741 -0.00099764914323406738 0.0018350702981092745 -4.3490085570286241e-05 -0.00089178741047957742 0.0025261730125362321 0.00054670250211864781 0.00090701513582416089 -0.0019803632537340027 -0.00023258865299757565 -4.1058596651619556e-05 -0.0017424597456403618 0.0017150936345117673 8.9652553217109575e-05 -0.0011206715348464687 -0.0010221868031152148 1.1897399240030905e-05
leaf_weight=17.607704825130099 0.51094813653452575 0.50581279491472486 0.50508780203355363 0.0022813414434812987 0.50837140977523176 0.50318676917754313 0.0017360606666397818 0.0019069362048185221 0.0015675518420104071 0.0039274112042863027 0.0022080186421282733 0.0010076281961355349 0.0025690323509717783 0.0023959673674105453 0.51386659313110605 0.52434542861517641 1.3558107677908982 0.5605007322142227 0.53123379179544361 1.5145309474464737 1.5173385381463049 0.51675317825515765 2.010014539315307 1.5005836856726091 0.53415454339302515 0.50989270270073461 2.507399668482766 0.50553234566541494 0.50830794528338863 7.5360780818308131
leaf_count=1714 129 36 42 21 675 228 35 7 9 26 35 7 71 36 50 94 15 50 60 49 37 84 31 8 133 80 162 10 288 411
internal_value=1.80142e-07 -0.000486779 0.000298212 1.81303e-05 -0.000140237 -0.0016064 -0.0452671 -0.0522244 -0.0452153 -0.0579521 -0.0524899 -0.0679715 -0.0561103 -0.0691075 -5.56977e-05 6.60437e-05 0.000238972 0.000150939 0.000640817 0.000158142 -3.40834e-05 -0.00057799 0.000168485 0.00043561 -1.4025e-05 5.34638e-05 -0.000358741 -0.000113425 8.96646e-07 -5.34442e-05
internal_weight=42.8071 1.52185 1.0109 41.2852 9.58941 0.522787 0.0195999 0.0178639 0.0155825 0.0136756 0.0121081 0.00818065 0.00597263 0.004965 9.06662 31.6958 10.0311 9.50677 2.60627 2.07503 6.9005 1.87256 5.02794 3.01792 21.6647 18.1176 3.54709 3.01293 8.55276 8.04439
internal_count=4633 207 78 4426 1899 475 247 212 191 184 175 149 114 107 1424 2527 428 334 159 99 175 99 76 45 2099 1794 305 172 1374 699
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=23 8 8 5 4 10 20 10 15 19 7 21 18 23 7 6 17 22 17 20 5 21 20 22 20 6 8 15 10 22
split_gain=3.4635e-05 3.20246e-05 3.55487e-05 4.69479e-05 4.65473e-05 3.56983e-05 9.99711e-05 0.000280127 7.51639e-05 7.09134e-05 0.000187513 9.11399e-05 7.81081e-05 0.000136663 7.27158e-05 0.000124382 6.74036e-05 6.03913e-05 5.74471e-05 9.6399e-05 6.31428e-05 4.87706e-05 6.43205e-05 4.4239e-05 0.000379645 0.000398199 0.000269154 4.28525e-05 3.7529e-05 2.81997e-05
threshold=-0.55393499999999996 8.8430989333000021 8.7431769115000026 21.990725385850002 143.58239362595003 61.987779113750001 40.621691032550004 61.950140699950005 46.435439118750004 14.351157895250003 22.812602664350003 3.2738626606000003 13.629518043050002 0.088075000000000028 22.398098708400003 13.400313096150002 193.29780372785004 -0.086800000000000002 192.80507188075003 43.182896969600009 22.705169530700005 5.0750534271500012 38.110427674550003 -0.14907499999999999 41.542492784600007 12.040281319250001 8.3434888241000014 23.180824130700003 62.020040611300011 -0.095074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 16 18 9 14 -11 -12 17 -14 15 -7 21 -13 20 -20 -8 22 -6 24 26 -26 27 -16 -25 -30
right_child=1 -3 3 -5 5 8 7 -9 -10 10 11 12 13 -15 23 -17 -18 -19 19 -21 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.018581307448257183 0.017961490144757838 -0.00077583370915435153 0.00089996537529934268 1.9478477338091975e-05 7.8657997336352162e-06 -0.0030763495224166333 -0.00028161115617603947 -0.002755438325319208 -0.0011767782483376383 0.0021170868738807232 0.0014624489295966899 -6.9620316399691211e-05 0.00043454826603426335 -0.0018778768787259916 0.022777884282105275 0.044134531638788214 0.0012055824123958566 0.00054003662165930338 -0.001764431448694965 0.00018919171172914942 0.0010828633965986911 0.00051842263237717313 -0.001307688746606789 -0.00089656733900775906 -0.0036032922624655919 0.075758355022178939 -0.04905479603220711 -0.0059285256676359695 0.00014971039658833373 -9.4555021687615102e-05
leaf_weight=0.0010031267914020195 0.0014405479237770127 0.52598825577335517 1.0130245053887841 1.5056386220385887 1.4014074821961306 0.001256375202231372 1.0050723907727561 0.52170646472112547 0.51044952486954187 0.52875469395735208 0.51344499776177865 3.5077470743248114 0.50871044622938633 0.51360656949509575 0.001079620359278311 0.0010039983726699026 0.50714823573150614 3.0268887906456712 0.50871820712676175 0.50163314212176147 0.51187906662571969 1.0099273075902599 0.50577878557776035 0.50716036077493498 0.0012098934036887873 0.0013242021159236006 0.0012987270705924203 0.0010032517684966935 6.5267032525995843 17.133465115292282
leaf_count=73 33 203 34 38 134 222 28 102 112 102 127 46 62 37 264 154 21 39 40 11 278 29 32 26 358 37 43 84 450 1414
internal_value=7.91678e-08 -3.56285e-07 9.29146e-06 0.000373617 -1.37874e-05 -1.44387e-05 -0.000229307 -0.000645773 2.73488e-05 4.61025e-05 0.000292738 0.00017321 8.56152e-05 -0.000727202 -4.16249e-05 0.0178935 0.00014152 0.000212777 -0.000210279 -0.00079447 0.000178816 -4.34707e-05 -0.000341014 -4.33019e-05 0.00860333 0.0378675 -0.0133266 0.00895094 -4.54185e-05 -2.71739e-05
internal_weight=42.8055 42.8045 42.2785 2.51866 39.7598 39.7584 6.47327 3.04901 33.2851 32.7747 8.59915 8.0704 7.55695 1.02232 24.1755 0.00226037 3.42426 6.53464 2.5273 1.01035 1.51695 2.91711 1.90719 24.1732 0.00591569 0.0025341 0.0033816 0.00208287 24.1673 23.6602
internal_count=4633 4560 4357 72 4285 4252 675 459 3577 3465 413 311 184 99 3052 376 216 85 357 51 306 195 166 2676 786 395 391 348 1890 1864
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=16 23 13 15 7 20 8 19 22 17 9 9 20 15 21 21 8 2 20 10 22 16 15 15 22 6 21 9 20 20
split_gain=3.40318e-05 0.000214509 6.95359e-05 2.81583e-05 0.000129147 4.59808e-05 2.75771e-05 4.15365e-05 9.9027e-05 0.000267879 0.000176175 7.35818e-05 0.00012263 7.04078e-05 6.41368e-05 4.8409e-05 8.97728e-05 4.93891e-05 0.000239846 4.00943e-05 2.33204e-05 7.08743e-05 0.000106238 5.63087e-05 4.82188e-05 4.79031e-05 3.29382e-05 5.90965e-05 3.28733e-05 8.99096e-05
threshold=12.604970524100002 0.075320000000000012 95.937628385050019 46.435439118750004 23.543468673550006 42.206017975500011 8.8430989333000021 14.351157895250003 -0.066979999999999998 191.20566072810004 201.16241229375001 196.51002155900002 40.890797847750008 36.370482311550013 14.202008575100001 7.6791457491500008 8.4434108459500017 131.42729508740004 43.022303514600004 62.068432857650002 -0.033594999999999993 22.644947046300004 36.136500007950012 43.79812286300001 -0.045684999999999996 14.745344522600002 2.5883591406000002 197.47612518640003 38.324118171300007 35.476804824450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 -6 7 14 13 -10 11 12 -11 -9 20 17 19 -15 -19 -17 23 22 25 24 28 26 27 -22 29 -4
right_child=2 -3 3 4 5 -7 -8 8 9 10 -12 -13 -14 15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011684991184304517 -0.022149379127938396 -0.04350828215720845 0.00039134704891362202 -0.0017147021864771942 -0.00044052765053115338 0.00090860909561536708 -0.00070273918540141251 0.0011233523483823646 0.0026143660991109923 0.0016560207326840361 0.0019231304078211463 -0.00054129866599770811 -0.0005361442384863122 -6.1089555852410674e-05 -0.0011476910698936119 0.00021631712895507738 0.0010047795308396636 -0.0024994701859482531 0.00015281611969951905 -0.00059920640275187441 0.00029362744343059988 0.001254652154757583 -0.0013649467801129492 -0.0011280020006289922 -0.00059832174883182984 0.0010475902573181045 0.00013419217754906404 -0.00123555927178272 3.1569734249814353e-05 -0.0014902037315031912
leaf_weight=0.0017283841902997793 0.0014172269355431357 0.0011882865099082881 0.50400995570155183 0.51197880493131265 0.50466323813971647 0.50581129744183073 0.5253751121657676 0.52436155124763573 0.56741717737895614 0.5096454233062111 0.52056291937492449 1.5064314689952878 0.51108192120705098 3.3635852439892897 0.51406060246431096 1.5095475378475391 1.0153855443850259 0.51627937332807472 1.0039800648047503 1.003677896918816 0.50357063642516287 0.50580753371422993 0.50952583753419922 0.50731765304591547 1.5112087582409746 0.52353114818881152 7.5149980747787719 0.50732583939338838 14.587863123113811 0.51191226059271822
leaf_count=360 277 760 164 129 34 44 183 133 42 24 62 22 32 95 214 23 32 75 16 31 51 27 69 43 31 223 173 55 994 215
internal_value=9.02375e-08 -0.0108014 8.26282e-07 1.55972e-06 -0.000420784 0.000234807 1.71368e-05 2.64172e-05 0.000177743 0.000619364 0.00024794 -9.71287e-05 0.000558396 -9.0282e-07 -4.09358e-05 -7.09794e-05 0.000211236 -0.000274882 -0.000747899 -0.000109369 -2.03869e-05 0.000101052 4.00102e-05 -8.97453e-05 -5.89696e-05 0.000119116 6.21032e-05 -0.000473806 -6.73399e-06 -0.000556746
internal_weight=42.8052 0.00291667 42.8023 42.8009 1.52245 1.01047 41.2785 40.7531 12.552 3.61514 3.04772 2.52716 1.02073 8.93682 28.2011 8.41246 3.52861 4.88384 1.52026 2.51323 27.6871 10.0648 9.55895 17.6223 17.115 9.04943 8.52589 1.0109 15.6038 1.01592
internal_count=4633 1120 3513 3236 207 78 3029 2846 587 182 140 78 56 405 2259 272 86 186 91 54 2045 598 571 1447 1404 502 279 106 1373 379
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=16 16 23 23 15 0 20 12 15 15 22 2 3 6 23 16 21 20 23 16 23 21 20 5 20 20 9 3 4 6
split_gain=3.10872e-05 2.62318e-05 2.5882e-05 6.39003e-05 0.000144355 0.000433419 0.000268197 0.000119377 9.53355e-05 0.00015635 0.000101029 0.000165012 6.41678e-05 5.7207e-05 9.40558e-05 4.83371e-05 4.39566e-05 0.000151437 5.1966e-05 0.000253583 0.000128867 8.04662e-05 4.39002e-05 0.00010392 3.83754e-05 2.24537e-05 8.08156e-05 6.50751e-05 5.01125e-05 7.97566e-05
threshold=9.7049773055000017 22.794946695500006 0.091885000000000022 0.10487000000000003 38.86986296220001 85.990333302400003 41.184662530950007 165.75658866060004 39.324897478350003 36.776646943950006 -0.086139999999999994 156.97960885415003 93.469623821300004 16.565387047600002 0.088565000000000019 22.634947069650003 15.004713615700002 34.424709467050008 0.087785000000000016 22.594947163200004 0.086555000000000021 4.0344380320500006 39.683197198900011 17.513369806650005 40.300545846000013 38.751720283100006 198.14098854835004 86.26455603170001 164.41789168470004 16.495385412050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 6 15 12 -5 9 -9 -10 -12 22 16 -15 -6 17 -2 20 21 25 -20 23 -4 -24 26 27 -19 29 -27
right_child=1 -3 3 7 5 -7 -8 8 10 -11 11 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.01462618218621854 0.035592002463307182 -0.00068419236884419122 -2.1502778145154064e-05 -0.0015461433424733399 0.00080567019192122726 0.0034241164164390079 -0.0021589740427712298 8.7141180365991373e-05 -5.529739997488093e-05 0.0019424335043459673 5.6965608620256807e-05 -0.002489132698831306 0.0012808662164810174 0.001626093566243542 -0.00029927375297220642 -0.00010715781825099648 -0.00100877393452974 0.0004807114722342956 -0.0012978445361884654 -0.0024590281953893248 0.0015553615117216493 3.3193835139823845e-05 -0.00046160376750993526 0.0017210985906221934 0.00015743130810319631 0.001560528699178115 -0.0014384756774788415 -0.00090977450994424397 -4.7209205827326247e-05 -0.00021436896114558645
leaf_weight=0.0014531485385224077 0.0011905247251239306 0.55376176310965419 1.0045024133069098 0.53729726068963835 1.0088272822405251 0.53808758481457619 0.5208827867770055 4.010325837343629 2.5081984128672521 0.51224546269440896 0.50112919301318448 0.51730934184725186 0.50565302631565323 0.51296947245909297 0.50203736375636154 1.365017854436928 0.51293420180058547 1.0061801549042328 0.51208700133818918 0.51502149678484332 0.52233480401985488 4.0167943842282918 1.5014741384467449 0.51904789099654625 3.0070135152363373 0.51148974012323722 0.51156524617494126 0.50575265960405591 13.56085448860639 0.50131045467060176
leaf_count=592 113 110 93 173 24 95 181 161 36 23 6 47 24 447 32 36 220 75 146 57 160 167 38 71 47 51 82 36 1280 10
internal_value=9.74301e-08 -3.99118e-07 8.56331e-06 9.70015e-05 0.000269207 0.000861622 2.48133e-05 -0.000102961 -6.626e-06 0.000297279 -0.000396355 -0.00123631 0.000198804 -6.07053e-05 0.000673778 0.000280772 -9.35796e-05 -7.24001e-05 -7.43158e-05 -0.000356416 8.79925e-06 -0.000117309 0.000108097 0.000572172 -4.87277e-05 -3.98732e-05 -0.00035202 1.55837e-05 3.46734e-06 0.000681999
internal_weight=42.8047 42.8033 42.2495 18.557 9.97051 2.91193 7.05857 8.58651 8.04921 4.52257 3.52664 1.01844 6.53769 23.6925 1.01501 2.37385 22.6775 22.1646 22.1634 5.0439 17.1195 4.52888 6.03204 1.52355 4.50849 16.5972 2.0235 1.51193 14.5737 1.0128
internal_count=4633 4041 3931 1055 609 155 454 446 273 184 89 53 273 2876 479 60 2397 2177 2064 370 1694 313 249 164 85 1534 193 111 1341 61
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=16 7 8 14 5 19 16 9 7 6 8 5 10 20 22 20 0 21 16 21 10 15 9 8 16 5 7 18 5 20
split_gain=3.31122e-05 0.000276245 3.0033e-05 3.64609e-05 7.17731e-05 0.000211604 0.000105361 8.04648e-05 0.000405114 9.94115e-05 3.38953e-05 5.43751e-05 2.95744e-05 7.49534e-05 0.000290581 0.000121853 0.000159405 6.37994e-05 5.865e-05 0.000294254 5.49641e-05 3.20304e-05 2.46921e-05 5.57271e-05 4.8279e-05 0.000263409 5.89924e-05 3.07183e-05 3.82312e-05 3.10239e-05
threshold=11.949972055800002 26.120741156850006 8.8430989333000021 144.12207640715005 13.153721664750002 12.050972309250001 16.499961415900003 177.59430306730005 21.833224794850004 15.635365317800002 8.7431769115000026 21.990725385850002 61.987779113750001 40.574766824850009 -0.082275000000000001 42.498713093000006 85.799452775150016 4.9790488931500008 22.634947069650003 7.1419463046500011 62.057679025150001 41.831907381600011 186.70853236170004 8.0437227585500022 22.614947116400003 20.497141515850004 22.812602664350003 13.164254432300002 24.225659292200003 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 8 9 -6 12 -12 13 17 15 16 -15 21 22 -20 -21 -9 23 -14 26 -26 -24 -28 29 -29
right_child=2 -3 -4 4 7 6 -8 10 -10 -11 11 -13 18 14 -16 -17 -18 -19 19 20 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.05090699171809987 -0.015539820970947478 0.019892010671437935 -0.00075019866150853013 0.038200655454655133 0.012937222316514918 -0.02898472168491615 0.01529324981625909 -0.00054598542559533363 0.067846203774586722 -0.026299514020328787 0.00093041061056618594 -1.7281212702324046e-05 -0.00029133084857566434 0.00029875787657730117 -0.0027028201182452477 0.0007524854623799271 -0.001478726708187919 0.00080604062942826477 0.002585736422559686 0.00035283458960133634 -0.00041118565612494653 0.00027713416774371172 0.0010503445086009584 0.001191699747999437 0.00015401826281842681 -0.0024578247719894059 -0.0008059836216132932 0.00040415141028774762 0.00084302547572633654 -6.3148632968335012e-05
leaf_weight=0.0010080884333889858 0.0015078429385714234 0.0012157493523519919 0.52603585404886288 0.0018503653421573373 0.0013213456656241468 0.0011288084209358355 0.0010257530814643812 1.0502026530884845 0.0010332566937165666 0.0012628959471265785 1.0127898481932782 1.5052551628474189 0.50308463791713254 1.0058988259361297 0.51998279225796284 1.0104174763128719 1.0122557221787358 1.0138138821494065 0.52424376177759668 2.515485854086478 1.5049429881617973 0.85980030174073352 0.51427614079765049 0.51047589936115401 1.5019770785511348 0.51975126839623431 0.50199216963689863 1.5157524911205431 0.50765819031640447 22.657120290702508
leaf_count=361 36 638 204 232 186 169 202 11 27 489 32 37 31 25 72 39 18 35 121 37 25 34 54 58 10 74 13 124 34 1205
internal_value=1.09289e-07 -0.0122019 7.43256e-07 1.00871e-05 1.06417e-05 0.013397 -0.00790467 9.37342e-06 0.0149229 -0.00623742 8.09703e-06 0.000363893 -1.44421e-05 -0.000210026 -0.000518922 -0.000143964 -0.000592784 0.000164873 2.35992e-05 0.000357407 6.68435e-05 -0.000175453 -2.92005e-05 0.000455592 -4.69275e-05 -0.000517441 -9.90918e-06 -3.15616e-05 -1.58102e-05 -3.38467e-05
internal_weight=42.8046 0.00222384 42.8023 42.2763 42.2748 0.00400493 0.00215456 42.2708 0.0036175 0.00258424 42.2672 2.51805 39.7491 6.47237 3.54855 3.02857 2.01815 2.92382 33.2768 4.54467 4.02043 1.91 28.7321 1.01356 27.7185 2.02173 25.6968 25.1825 24.6805 24.1729
internal_count=4633 999 3634 3430 3394 603 371 2791 702 675 2089 69 2020 234 154 82 43 80 1786 183 62 45 1603 89 1514 84 1430 1376 1363 1329
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=16 10 10 15 22 22 15 15 7 19 20 16 16 18 18 7 16 9 21 0 21 7 6 6 7 21 23 23 20 9
split_gain=3.01222e-05 0.000742189 0.00228278 0.00061674 0.00019316 0.000166781 4.1419e-05 3.13611e-05 0.000136326 5.92342e-05 5.69617e-05 3.4861e-05 6.64929e-05 0.000168851 4.93146e-05 0.00134866 0.00204398 0.000207338 5.07016e-05 4.48241e-05 0.000161219 0.000184854 8.47398e-05 6.06745e-05 3.95601e-05 4.64393e-05 3.60601e-05 7.23479e-05 3.3118e-05 0.000133492
threshold=12.604970524100002 60.87206898960001 58.309968391300011 42.629181320700006 -0.088039999999999993 -0.23381499999999997 38.86986296220001 46.435439118750004 23.543468673550006 14.651182102100002 42.206017975500011 22.624947093000003 22.614947116400003 13.531614672700002 13.304953393500002 22.747724408400003 20.674951653000004 190.64005357525002 13.687513146100002 85.990333302400003 5.4349223666500004 22.626138143200006 16.475384944750001 16.455384477450004 22.435297587800004 14.136086967800003 0.13026500000000005 0.10990500000000002 36.859113051050009 202.38851837455002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 -2 -4 9 -9 11 -10 12 14 -14 17 16 -16 -3 26 22 21 -21 -13 -22 -24 -26 27 28 29 -17
right_child=1 7 6 -5 -6 -7 -8 8 10 -11 -12 19 13 -15 15 18 -18 -19 -20 20 23 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0090071925957537543 -0.031673029510274529 -0.00029818501640216556 -0.07600898570481178 0.090058174923032155 -0.04535588554626651 0.022698699808138066 -0.10004593888998746 -0.0017701702591427346 -0.00051877669391208023 0.0010884063992208264 0.00098308838179288096 -0.00086770164392199365 -0.0015108335243900935 0.00031784465071156435 0.039325374199070819 0.0016908202743118137 -0.10013442191043115 0.002144708931888689 -0.0010200906603674536 0.00010446853605325967 0.00051136078584747367 0.0027783335196307404 -0.00022002206245877313 -0.00022538101159392607 0.00075147501926505573 -3.2673365674787153e-05 0.00082001879701470407 -0.0012027497789401493 -2.7967584483419331e-05 -0.00060024406743064418
leaf_weight=0.0018432317548425152 0.0010944924544756401 1.0106078288021176 0.0010537466282123376 0.0010193617581535364 0.0010126866177880343 0.0011642976867463481 0.0022423706991148151 0.51142486347366656 0.50408687811859543 0.51475506715303154 0.50605534635295868 1.0126854834317081 1.0167019945693021 1.0030968195408716 0.001579190663373419 0.51298409340425288 0.0031417913296536426 0.5294498973439018 0.50813107386310008 0.5003448426723478 2.0163620042731054 0.53502802069169775 1.9064079581075928 2.5084764661759316 1.5195930912748283 1.5015018981282535 0.51136088314361217 0.51367187827162553 23.143156306809914 0.50436616511691179
leaf_count=627 94 300 58 8 493 250 38 122 33 51 44 38 36 36 175 132 7 114 198 2 35 109 51 24 39 13 83 81 1279 63
internal_value=1.14512e-07 7.99751e-07 -0.0335962 0.0254912 -0.0102695 -0.00364702 -0.0923615 5.961e-06 -0.000439889 2.23975e-05 0.000233619 8.93451e-06 -4.90474e-05 -0.000602653 -7.9961e-06 -4.09352e-05 -0.0534845 0.000541647 -3.11154e-05 0.000156447 0.000360505 0.00148619 -3.45584e-05 0.000102926 0.000136667 0.000361749 -1.11624e-05 -2.83882e-05 -3.42034e-06 0.000554992
internal_weight=42.8044 42.8015 0.00657427 0.00327815 0.00285592 0.00225879 0.00329612 42.795 1.52157 41.2734 1.01014 40.7586 29.2582 2.0198 27.2384 25.6984 0.00472098 1.54006 25.6937 11.5004 5.56021 1.03537 5.94019 4.52484 4.9275 3.02109 25.1855 24.6742 24.1605 1.01735
internal_count=4633 3513 448 352 1120 344 96 3065 199 2866 77 2815 2504 72 2432 2018 182 414 1836 311 170 111 141 59 103 52 1638 1555 1474 195
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=8 19 5 22 9 16 21 5 21 20 2 7 9 22 22 17 7 21 23 6 18 21 15 22 22 22 22 17 22 12
split_gain=4.38243e-05 3.3609e-05 8.27144e-05 7.37894e-05 0.00024468 0.000157876 0.000128552 8.8794e-05 5.29918e-05 0.000154114 5.49215e-05 7.28303e-05 5.60402e-05 3.55503e-05 2.57905e-05 0.000218466 0.00108074 0.000263736 0.00014165 8.83523e-05 9.15016e-05 5.96157e-05 3.39141e-05 0.000108294 8.6201e-05 3.71667e-05 6.843e-05 3.30131e-05 0.000112583 6.82791e-05
threshold=8.8430989333000021 14.351157895250003 20.201591378100002 -0.066979999999999998 193.70978346765003 22.604947139800004 15.191342547400001 22.127107789600004 5.2921303083500009 40.574766824850009 108.01392853780001 22.958251375150002 200.52256857420005 -0.086800000000000002 0.011900000000000003 179.03071761140004 23.781511574300001 0.7788365504000001 -0.15544999999999998 16.285380505300001 15.079587624050001 14.202008575100001 43.79812286300001 -0.025719999999999996 -0.025719999999999996 -0.031989999999999998 -0.038374999999999999 189.44392401325004 -0.068964999999999985 103.28033049195001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 6 -5 -6 8 -7 9 -4 -10 12 -12 -13 15 16 17 -1 -19 20 -16 22 24 -24 25 26 27 -17 29 -29
right_child=-2 2 3 4 5 7 -8 -9 10 -11 11 13 -14 -15 19 21 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.051578391141707813 -0.00090796902391581812 0.0013769867585940714 -0.00010676725182544097 0.0024851227077160626 0.0016853525739210511 0.00013006871260602196 0.0015019773678796159 -0.0013369230379559555 0.00054584747477128134 -0.002051298156449739 -0.0016435605113323381 -0.0002136895279788736 -0.00015118888594628724 0.00035066897693998697 -0.0012685486519825909 0.00013603033447428576 -0.0819815880085948 0.015679534345232126 -0.033891325919836617 0.0013754244681150128 0.00011026275283018224 -0.0011685158552296642 -0.0016674107778298951 0.00040138739134644593 -0.0013240628265413818 0.0005796190278934295 -0.0011900002447107153 -0.0011847027743166648 -0.0015782802265894966 1.49207966289739e-05
leaf_weight=0.0011550725997415399 0.52499722859386011 0.5206832594741958 1.8586142410518074 0.52488182224364033 0.51465502440351008 1.5086117653518161 0.51181262108980341 0.56792398483730711 1.5155518234259941 0.52206435715984856 0.50703592716815904 2.5062643458957399 0.49950156360864639 2.0124200589581567 0.51674343184662319 8.0409930288834293 0.0018552954171142826 0.0012664207668002798 0.001058067863182978 0.5102384579910807 7.0178065984769313 0.51290787869695975 0.50994115583564437 0.50223235262723054 0.51428913701683399 1.0056875939982308 0.50729222104564442 0.50419077158376424 0.5149693882582892 8.0456130535609152
leaf_count=237 204 88 51 79 28 24 34 55 57 191 41 56 2 23 213 376 282 151 219 143 482 254 77 15 110 21 13 55 91 961
internal_value=5.88976e-08 1.13345e-05 0.000141017 9.17007e-05 0.000516266 0.000117447 -4.14859e-05 -0.000271147 -0.000125333 -0.000533188 1.25736e-05 -0.000133702 -0.00090296 3.76505e-05 -4.99649e-05 -0.000109105 -0.0203428 0.0125229 -0.00688428 0.00010194 1.56995e-05 -0.00010388 -7.67737e-05 -0.00064089 -4.69309e-05 -1.16538e-05 -4.54148e-05 -1.14708e-05 -0.000142313 -5.58222e-05
internal_weight=42.8033 42.2783 13.57 13.0493 3.11607 2.59119 9.93326 2.07654 9.42145 2.38068 7.04077 5.52522 1.00654 4.51868 28.7082 20.6635 0.00533486 0.00347956 0.00232449 8.04479 7.53455 20.6581 20.1452 1.01217 19.133 18.6187 17.6131 17.1058 9.06477 8.5498
internal_count=4633 4429 729 641 186 107 455 79 421 242 179 122 43 79 3700 2862 889 607 370 838 695 1973 1719 92 1627 1517 1496 1483 1107 1016
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=15 21 8 22 13 23 6 5 19 9 19 2 20 15 7 9 21 15 23 22 7 9 7 6 5 16 3 15 22 20
split_gain=3.8139e-05 0.000113574 3.72293e-05 8.43903e-05 0.00091986 0.000353054 0.000300946 0.000529243 5.43974e-05 0.00017167 0.000121992 0.000141902 8.23512e-05 5.32428e-05 2.01827e-05 7.95065e-05 5.68471e-05 4.47025e-05 4.88368e-05 5.86593e-05 3.72544e-05 0.000112038 4.06779e-05 0.000111412 5.65468e-05 4.08718e-05 1.9013e-05 2.47375e-05 1.67171e-05 4.44515e-05
threshold=46.435439118750004 15.294585115650001 8.8430989333000021 -0.23557500000000001 117.59047016770002 0.10821500000000002 16.245379570700006 16.043149448600001 14.451165964200003 201.16241229375001 14.551174033150001 130.18547167755003 41.32819714970001 41.29990759910001 22.791048179400004 192.39832633775004 15.004713615700002 39.324897478350003 0.08326500000000002 -0.14174999999999999 23.109894804950002 191.61296531520003 23.445318439400001 16.425383776450001 23.714185006400005 22.624947093000003 93.469623821300004 41.54912092575001 -0.059424999999999999 40.300545846000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 14 10 11 -10 -12 -13 15 17 20 18 -5 -20 21 -16 23 -22 26 -25 27 28 29 -24
right_child=1 -3 -4 8 -6 -7 -8 -9 9 -11 12 13 -14 -15 16 -17 -18 -19 19 -21 22 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.014885690648136616 -0.001694544989528693 0.00012889492042190463 -0.00081896098205629152 0.00014367881743192391 -0.097297354611357689 0.057000280841003427 0.029171305453607535 -0.062248712601403217 0.0020797497239132775 0.0020518371824460708 -6.7410598612616568e-05 -0.00028680862945095132 -0.0015286343875715444 0.00074033023369400835 0.00030646865225888477 0.0013558567507035463 -0.0010853592167567904 0.00049273230667954988 1.4207248024879478e-05 -0.0015096870032821729 0.0016761576161046796 -0.0011802636754441953 -0.00054159011991260014 -0.00011708415258025832 -0.0010878834117473378 0.00063694018343942458 -0.00062952228206801736 0.00068205128879914078 4.5312725154667599e-05 -1.0047018276066623e-05
leaf_weight=0.0018100376702874068 0.51778285405387592 1.0037692446620239 0.52448567102052734 1.5047127571020142 0.0010503670611051175 0.0010417486924130873 0.0016020458022063533 0.001749110504324811 0.51903272824165414 0.52321412233251852 1.5563637314080554 1.0111063680997179 0.51275603858266539 1.0075570799873501 1.0121753715865538 0.51439243263007473 0.51286555844744341 1.3687841622129324 0.50033872022904857 0.51014201176989205 0.51340190702919741 1.0153221955108618 2.0259770376267001 2.5071155666228155 0.50693613799809512 1.0078609911449801 0.50227264186832954 0.50867632710274691 14.067390283048219 7.0412022183592624
leaf_count=288 187 20 186 568 55 44 45 240 48 93 42 31 68 23 36 40 211 42 28 129 80 37 407 80 27 17 5 47 791 718
internal_value=5.89289e-08 -0.00049162 1.81813e-05 2.89542e-05 -0.0107565 0.00389775 -0.0068206 -0.0230213 3.0874e-05 0.000335321 0.00014037 0.000605033 -0.000429522 0.000225858 -1.29734e-05 0.000187578 -4.12265e-05 3.28512e-05 -0.000217419 -0.000755132 -2.37883e-05 -0.000438051 5.4967e-06 0.000300107 -4.26447e-05 9.91198e-05 -2.06999e-05 -7.76615e-06 -2.29337e-05 -0.000128815
internal_weight=42.8029 1.52155 41.2813 40.7568 0.00725331 0.00620294 0.00516119 0.00355915 40.7496 5.13003 4.60682 2.5377 2.06912 2.01866 35.6196 4.39837 31.2212 3.88398 2.51519 1.01048 30.7083 2.0275 28.6808 4.02838 24.6525 3.51498 24.1455 23.6432 23.1346 9.06718
internal_count=4633 207 4426 4240 672 617 573 528 3568 305 212 102 110 54 3263 807 2456 767 725 157 2245 73 2172 177 1995 97 1968 1963 1916 1125
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=4 9 5 8 9 19 21 2 20 9 8 5 13 10 15 22 22 9 7 16 21 5 15 21 16 20 15 5 21 23
split_gain=3.35132e-05 0.000152871 6.58283e-05 3.12123e-05 4.50524e-05 0.000986376 0.0001964 0.00032358 0.000152675 0.000104491 3.34573e-05 5.00084e-05 2.33596e-05 9.46326e-05 5.56426e-05 0.000133934 0.000610031 0.000295579 0.000436172 7.31748e-05 0.000174925 0.000409258 0.000253047 4.85781e-05 0.000169781 5.62315e-05 3.91924e-05 3.71096e-05 4.41867e-05 2.61137e-05
threshold=143.58239362595003 194.57718764590001 21.869642762900003 8.8430989333000021 179.11733629770001 14.351157895250003 10.738578069800001 205.16057895720004 44.908704241950012 61.192192081150004 8.7431769115000026 21.990725385850002 117.60660091645001 61.966271448700006 46.435439118750004 -0.16533 -0.24275499999999997 194.45262321395003 24.653703271800001 22.624947093000003 12.315862460400002 21.757682542950004 35.133229767950006 4.8172533029000011 22.724946859200003 40.679780036550007 41.29990759910001 24.148799123900002 14.849677877150002 0.10787500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 -2 -10 12 -12 14 23 15 16 17 -6 -19 27 21 22 -21 24 -14 -25 -27 28 29 -17
right_child=3 2 -4 -5 10 -7 7 -9 9 -11 11 -13 13 -15 -16 19 -18 18 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.04207348798165033 -0.043086598208778942 -0.023618252756560026 0.012437536737454617 -0.00076770117470311003 0.035109471103398342 -0.10001709097246569 0.055927305203993638 -0.0061847985788525406 -0.016225168597543898 0.027411759053755258 0.00090701559435273473 -1.8401634680468632e-06 -0.0019797339053560007 -0.0010706948649829848 -0.0010139692610062223 5.0347042746234987e-06 0.081111333208049655 -0.064402578249425441 0.011367821009076578 0.0016840041875205278 -4.7302320187127434e-06 0.0035446608004702737 -0.0014686036891304393 0.00082847780249171304 0.00014342928813217357 -0.00053694704782895778 0.00026802067805843649 0.00082138708376354333 -0.00096807503767621858 -0.00033270097508597248
leaf_weight=0.001019475340810482 0.0010267487928487936 0.0010024063985838438 0.001023263794252216 0.52405418962027184 0.001560979242916205 0.0010043025290542573 0.0015957735171404364 0.0017680253175514221 0.0012098583338825408 0.0010042203626522417 1.0127160361007548 1.5053047891620108 0.51457200254799573 1.0187968721262413 0.51087784577679585 24.162650025896884 0.0011315591034572912 0.0012395434237504332 0.0019626740110030398 0.50820890070053681 3.514439659556956 0.52366213884942059 0.51020049116596056 1.0130204062734267 1.4050617319262526 1.00740288601628 1.5136391458314049 0.50406078242376295 0.5083996954316764 2.5289724346876481
leaf_count=31 922 14 27 167 54 16 173 326 203 160 33 37 59 36 112 1407 50 37 170 33 44 65 30 30 24 29 52 29 76 187
internal_value=5.25482e-08 0.0104904 -0.00540473 -6.93827e-07 8.81413e-06 -0.00768529 0.00635473 0.0232809 -0.0112137 0.00356685 1.01992e-05 0.00036369 -1.21933e-05 -0.000186015 2.16153e-05 3.77615e-05 0.0151099 -0.000569641 -0.0179621 3.50496e-05 0.000384875 0.0012728 0.000104618 -2.07491e-05 -0.0004257 0.000199213 -5.36427e-05 -2.88001e-05 -4.45554e-05 -2.6965e-05
internal_weight=42.8026 0.00304515 0.00202567 42.7995 42.2755 0.00760893 0.00660463 0.0033638 0.00324083 0.00221408 42.2679 2.51802 39.7499 6.47249 33.2774 32.7665 0.00589476 0.0047632 0.00320222 32.7606 5.05651 1.54207 1.01841 5.4537 1.91963 3.53406 2.52104 27.7041 27.2 26.6916
internal_count=4633 72 41 4561 4394 1800 1784 499 1285 363 2594 70 2524 230 2294 2182 311 261 207 1871 172 128 63 194 83 111 81 1699 1670 1594
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=4 23 8 20 23 8 5 22 3 8 10 15 20 20 2 21 17 19 7 10 21 3 3 15 21 15 21 22 12 21
split_gain=2.74205e-05 0.000131611 2.52692e-05 4.2651e-05 5.30427e-05 2.75561e-05 4.11814e-05 2.26777e-05 5.91986e-05 0.000613457 0.000158751 9.6605e-05 0.000607343 2.43375e-05 0.003874 9.33182e-05 0.000103979 6.73753e-05 5.59476e-05 3.27243e-05 0.000150993 8.65415e-05 0.000198313 4.912e-05 0.000749901 0.00400043 0.00256715 0.00255783 0.00146224 0.00114024
threshold=143.58239362595003 0.093325000000000033 8.8430989333000021 33.036871954450007 -0.27651499999999996 8.7431769115000026 21.990725385850002 0.27394500000000005 76.190903416900014 7.1444245619500011 87.313054702550019 17.871970907900003 40.767054867700004 38.474425342400004 60.643165405350004 1.9425901130500003 183.58889821140002 13.751109481500002 23.164713644150002 61.987779113750001 4.8172533029000011 93.14163192940002 93.668569722950011 46.435439118750004 2.3013353360500006 36.270131511550012 1.4164439961500002 -0.08158 103.28033049195001 0.49227235280000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 7 -7 8 9 10 -6 12 -10 15 -15 17 -17 -13 -19 20 -16 -22 -23 24 25 26 28 -27 -21 -30
right_child=2 -3 -4 4 5 6 -8 -9 11 -11 -12 13 -14 14 19 16 -18 18 -20 23 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.025964034532802861 -0.019512533538507643 -0.016975403018304372 -0.00069058448628375919 -0.018759978703621432 0.040741071933386434 0.00082325361969207839 -1.6632437577181311e-06 -0.00067547831689536376 0.062017352609186463 -0.077896248272464094 -0.011597312761764634 -0.0010904250676593665 -0.030690302394228392 -0.081061174035501476 -0.0018633007354435138 2.3950991126075826e-05 0.0020362612744949677 -0.00016619475687035463 0.00075438928720122738 -0.083312506598431216 0.0004224498062853006 -0.002204867581676239 -8.6097618685703338e-06 -0.00094920502079226174 2.5263789704280306e-05 -0.038410330506775142 -0.091596284901457201 0.074671037362673998 -0.016137791974643701 0.076402683351565637
leaf_weight=0.0018646570537929055 0.0011192757400299005 0.0011565282566152746 0.52430275445732277 0.0015057546295328397 0.0011839720376084248 1.012044876541949 1.505306586421568 0.5073550700581454 0.0015037370442926709 0.0010211841834517899 0.0011351735777560506 0.512744556600642 0.001333114497954882 0.0058991951835228864 0.52176529045486741 0.5020875418220816 0.52555761570732606 1.9065475735156954 1.0098390051211934 0.0013471291092600479 2.0122066820342752 0.51627421168086618 2.0188546742723235 0.5109430119743682 29.17452267877654 0.0024466419646547175 0.0039803857500544382 0.010963890265543341 0.0024946996077659378 0.0028555407394037502
leaf_count=50 254 22 167 144 184 32 37 146 64 321 425 192 209 15 164 22 131 32 38 13 23 29 239 105 1301 28 52 115 39 40
internal_value=5.40558e-08 0.00952655 -6.18418e-07 7.93871e-06 8.45555e-06 9.12409e-06 0.000329976 -1.11929e-05 -2.6056e-06 -0.0133146 0.0151225 -1.47253e-06 0.0184515 -2.80654e-06 -3.09958e-05 0.000217207 0.00105309 -3.32901e-05 0.00015257 -1.72513e-05 -0.000252086 -6.72134e-05 -0.000455874 2.28165e-05 3.98258e-05 0.0176766 -0.0279936 0.0540403 0.00980674 0.0332531
internal_weight=42.8022 0.00302119 42.7991 42.2748 42.2737 42.2722 2.51735 39.7549 39.2475 0.00334033 0.00231915 39.2442 0.00283685 39.2413 34.7846 4.45678 1.02765 3.42913 2.91639 34.7787 5.0691 4.54734 2.53513 29.7096 29.1986 0.0240883 0.0106778 0.0134105 0.00669737 0.00535024
internal_count=4633 72 4561 4394 4140 3996 69 3927 3781 930 609 2851 273 2578 2163 415 153 262 70 2148 455 291 268 1693 1588 287 144 143 92 79
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=23 17 21 0 5 13 15 20 19 13 18 10 17 21 16 21 22 21 0 22 9 23 9 8 7 10 5 23 23 18
split_gain=2.81921e-05 5.11416e-05 2.17093e-05 0.000255444 0.00181274 0.000238575 5.89939e-05 0.000178341 3.41191e-05 3.44656e-05 8.58065e-05 3.19322e-05 0.000119538 0.000420121 5.08196e-05 0.000125723 0.00063309 6.1615e-05 3.55875e-05 0.0002487 2.80973e-05 2.58121e-05 0.000554789 0.00129185 0.000135472 0.000148324 0.000101299 7.46697e-05 2.67086e-05 7.71742e-05
threshold=-0.54009999999999991 162.43086425485004 15.833449912500003 83.933662832600007 30.133297129900004 120.78166996855002 46.055224235250002 42.409092016550012 14.651182102100002 117.69263157665002 12.98549864095 61.987779113750001 185.54770736950005 8.7680435256500022 22.624947093000003 12.315862460400002 -0.078504999999999991 7.3464616447000006 86.345209775600011 -0.096559999999999993 200.95377551580003 0.13026500000000005 184.83999455315004 7.8438787148500007 24.545313225450005 71.658163008950012 18.513175162200003 0.11071500000000002 0.050735000000000009 14.414681958350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 9 11 -11 12 -5 -14 18 16 17 -16 19 20 -13 22 23 24 25 -20 -23 28 29 -24
right_child=1 2 -4 6 -6 -7 7 -9 -10 10 -12 14 13 -15 15 -17 -18 -19 21 -21 -22 26 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016783681721806731 -0.022552859108346965 -0.038030402242456525 0.00063962934050527508 0.00026208736250841536 0.054885299990076443 -0.10003269779272461 -0.0020706837264968174 0.00057229117868512556 0.0008229014486840886 -0.00013680984849135939 0.0010704435801125389 0.00093196763400375826 -0.0032501283222278856 2.4761080910323142e-05 -0.001178288796046508 -6.5506908738348188e-06 0.0038731155374405143 0.00038070038744781069 -0.016180473867467283 -0.0022843590723775967 -0.0001237757991434114 -0.00019791390127466636 -7.1917608347188145e-05 0.10001941396546613 -0.030872279116924833 0.035660507523272489 0.0015338319356488024 -0.0012379514108061076 1.644180361702893e-05 -0.0014176115216379085
leaf_weight=0.0010007945036595292 0.0010054820211199402 0.0010001412684379476 0.524419207794664 2.007368849283039 0.0017455772180837714 0.0016353390292564995 0.51327973736747157 0.50798261552777646 0.51410184621533872 1.4044172620087914 1.0136797292871049 0.50551360891331565 0.5289971563540522 1.5095667481516839 0.50998911757824295 4.0092107597538416 0.5256048449782601 0.50409755554755975 0.0010610060141177818 0.52150238651845082 0.50283616848059864 1.0020584039310936 2.5093677456027388 0.0018392073070572224 0.0012066261016847432 0.001150212700000236 0.5095443326838448 0.51505028422693655 22.136673927062464 0.51334886565039495
leaf_count=91 384 317 269 26 103 40 118 108 49 23 39 31 61 26 43 37 88 9 136 67 10 87 66 9 544 217 25 98 1371 141
internal_value=4.17899e-08 -3.5067e-07 1.79168e-07 -7.7534e-06 -0.0241532 -0.0765034 -5.25082e-06 -0.000756051 1.33382e-05 3.12077e-06 0.000369278 -1.99871e-05 -0.000285676 -0.000825056 1.13801e-05 0.000288428 0.00105653 -0.000403323 -4.21454e-05 -0.000511432 0.000405498 -1.57421e-05 -3.93806e-05 0.032443 -0.0039211 0.0107857 0.000385838 -4.60317e-05 -2.16313e-05 -0.000300457
internal_weight=42.8003 42.7993 42.7982 42.2738 0.00438106 0.00263548 42.2694 1.02126 41.2482 40.7341 2.4181 38.316 4.04593 2.03856 34.2701 5.5489 1.53969 1.01409 28.7212 1.52985 1.00835 27.1913 25.6797 0.00525705 0.00341784 0.00221122 1.5116 25.6744 25.1594 3.02272
internal_count=4633 4542 4158 3889 460 357 3429 226 3203 3154 62 3092 113 87 2979 177 140 52 2802 108 41 2694 2582 906 897 353 112 1676 1578 207
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=4 0 5 22 8 5 20 12 3 18 22 16 20 0 0 21 2 3 23 6 22 22 13 5 7 4 13 16 23 3
split_gain=2.78771e-05 0.00018705 0.00125526 0.00042609 0.00012679 5.56625e-05 2.21287e-05 0.000814029 9.57314e-05 0.000312983 0.00449003 0.00297593 0.00472482 0.00420372 0.00380287 0.00139684 0.000997573 0.00010998 8.36668e-05 7.98156e-05 0.00015296 0.000421202 6.68721e-05 5.8814e-05 5.51187e-05 0.000115352 0.000181917 5.17301e-05 0.000116716 6.68863e-05
threshold=143.58239362595003 83.933662832600007 29.110986871100003 -0.22147500000000001 9.3427090425500019 24.800945798900006 40.574766824850009 86.968866757150025 85.589753040950015 13.391483899700001 1.0000000180025095e-35 19.154955207400004 37.892416320650007 91.625341543800019 86.538778761000017 2.2033311313000001 177.45016916930004 84.812788641250009 0.081235000000000016 16.465384711100004 -0.059424999999999999 0.050115000000000014 117.53132408880002 22.382820633700003 23.666491602800004 158.55438663830003 117.71413924170001 22.644947046300004 0.086955000000000018 93.776108048150022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 -2 8 -8 17 18 11 -11 15 14 -14 -13 -16 -3 22 27 23 -22 -10 24 25 -21 -27 29 -29 -9
right_child=1 6 3 -5 -6 -7 7 19 9 10 -12 12 13 -15 16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0061288841460472535 -0.095775609664782435 -5.9190583594779518e-05 -0.022388136907582394 0.06035749951264522 0.036541773695854297 -0.062627416878766912 0.046103446974194121 -3.8255328010981907e-05 0.00019502020916267596 0.094487970215587108 0.00022325089484351993 0.029710646242264296 -0.060220739250304849 -0.083946816234065844 0.023690308897889492 0.095474747345592026 0.096131907292606358 -0.0015777700551150176 4.0847267401534004e-05 2.6500213824145104e-05 -0.0034854655988492303 -7.1203550630626201e-06 0.0018193651389479004 0.00022438205045586634 -3.1658294543442893e-05 -0.0028072046889104914 -0.00012836022702601775 9.4632669548195449e-05 0.0018367228261364735 0.0011232481984502288
leaf_weight=0.0018819374570843142 0.0010019784029829176 7.5371585522845352 0.0010587016109220304 0.0015097804937380666 0.0011053388083155369 0.0010245691956235134 0.0038199990937418651 14.606466599592276 0.50307526198739949 0.0070845899277712778 0.5235060653437813 0.0056460360287928779 0.0037521454546549649 0.0055397546228732599 0.0035309779705130495 0.0075467689443939889 0.004117810849493253 0.50912809681126781 6.9407997750668642 1.0024709351419008 0.53233697525370072 1.0060795555125777 0.51077476304973857 3.0277026681941734 2.5023741226400489 0.51404278959289917 0.50014626514166594 1.5051106799545864 0.51657906178643731 0.51320763175811279
leaf_count=46 158 896 125 111 26 284 31 1898 28 52 97 27 23 21 15 26 27 78 123 13 73 19 39 114 41 44 4 62 41 91
internal_value=6.12641e-08 -6.13011e-07 -0.0201755 0.0262506 0.00965992 -0.0790168 1.55338e-06 -5.55874e-05 9.20529e-05 0.00032576 0.00260923 0.0361701 0.0224592 -0.0124847 0.0222391 0.0673301 0.0626901 -0.000155279 0.000164798 -6.23107e-05 -0.000301934 -0.00121073 0.00101336 -0.000116675 -0.000345179 -0.000734212 -0.00148614 6.46932e-05 0.000539769 1.16963e-06
internal_weight=42.7996 42.7966 0.00459503 0.00256848 0.00298728 0.00202655 42.792 26.2303 16.5617 8.51537 0.560724 0.0372181 0.0301335 0.0169407 0.0114009 0.0131928 0.00764879 8.04629 7.95465 26.2265 9.08515 1.53842 1.01385 7.54674 4.51903 2.01666 1.01419 17.1414 2.02169 15.1197
internal_count=4633 4561 678 236 72 442 3883 2431 1452 478 288 191 139 86 65 53 42 974 190 2400 308 92 67 216 102 61 48 2092 103 1989
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=16 10 10 22 23 7 15 21 19 10 23 10 13 13 0 16 22 9 9 17 7 17 7 23 23 5 2 18 2 18
split_gain=2.67602e-05 0.000592688 0.00175579 0.000450002 0.000212191 4.37141e-05 2.56617e-05 0.000160188 3.66311e-05 2.84722e-05 0.000250214 3.47474e-05 0.00021972 5.09619e-05 0.000840852 6.71506e-05 0.000119753 3.34042e-05 9.00271e-05 6.34809e-05 0.000105952 9.35372e-05 6.24043e-05 5.64762e-05 4.74349e-05 0.000115584 0.000242472 5.30017e-05 0.000125921 5.14499e-05
threshold=12.604970524100002 60.87206898960001 58.309968391300011 -0.23353499999999996 0.075320000000000012 23.225757870600003 46.435439118750004 15.294585115650001 14.651182102100002 61.923256118600001 0.10307000000000002 61.987779113750001 117.62810858150002 117.58509325145 85.495657006400009 22.594947163200004 -0.088039999999999993 197.47612518640003 195.97407267990005 196.70927211395002 23.822419043000004 192.80507188075003 22.995234593000003 -0.091114999999999988 0.091705000000000023 21.438877744300004 179.45240498075 13.193283301750002 80.759923107050014 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -4 8 -8 9 10 -3 12 -11 14 -13 -15 -17 18 19 21 -21 24 -19 -24 27 -26 -27 28 -16 -29
right_child=1 6 5 -5 -6 -7 7 -9 -10 11 -12 13 -14 15 17 16 -18 22 -20 20 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=0.012798882474261579 -0.024560853417242959 0.0022755492666510224 -0.074013819471811307 0.053780087225849676 -0.043425892839393243 -0.10005098631991348 -0.0018294662567961287 0.00033734821028399254 0.00085902598921947708 -0.0022235873194611502 -0.00012405861408022018 -0.081198669830820719 1.2790978537291037e-05 2.471915058745768e-05 2.9938560476484068e-05 -2.039143729587094e-05 0.0021489191919370847 -0.0011794996015741109 0.0014143637482091163 -0.0016959392888296653 0.00034412672991524152 0.001458446337244777 -0.0011015813155502757 -3.349717361454585e-05 -1.4175707314171684e-05 0.0027612194879311999 -0.0003225405775544594 0.0010198443243011257 -0.0018973922583621957 -7.103958835864526e-05
leaf_weight=0.0016708568194881658 0.001270976398600826 0.5303498286573779 0.0010419946927484602 0.001732973182281077 0.0011219470387382781 0.0016916502495085695 0.516500110936298 1.0051434954930156 0.51389867510948661 0.51404070792072731 2.4053879468556261 0.0012758227702879257 3.0221639418987252 1.5013097302708041 1.0023604842417664 0.50312990164889015 0.51490375511457365 0.51000182063012189 0.51959265200932314 0.51323967773285561 0.50513468025656949 0.51430970860728287 0.5075320905916908 20.139402004150988 2.507251302594494 0.5197198190489869 0.50054786753466374 0.50500018684994108 0.51221250512067396 3.0049350800577659
leaf_count=360 126 87 70 226 760 26 179 20 51 108 34 164 52 10 26 19 23 36 71 80 235 212 75 1104 87 44 9 24 58 257
internal_value=2.01244e-07 8.40033e-07 -0.0321372 0.0206339 -0.00978817 -0.0901263 5.1494e-06 -0.000398146 2.00199e-05 9.44018e-06 0.000309438 -1.3848e-05 -0.0003123 1.69376e-05 -1.74005e-05 0.000449855 0.00107681 -1.41396e-05 0.000130717 6.45794e-05 -0.000684024 0.000148666 -8.67445e-05 -5.97523e-05 6.98974e-05 0.000350975 0.00124831 -0.000127437 -0.000621864 8.59139e-05
internal_weight=42.7979 42.7951 0.00573759 0.00300395 0.0027928 0.00273364 42.7893 1.52164 41.2677 40.7538 2.93574 37.8181 3.5362 34.2819 31.7625 2.51934 1.01803 31.7612 10.6043 10.0847 1.01837 9.06634 21.1569 20.6469 8.55203 3.52752 1.02027 5.02451 1.51457 3.50994
internal_count=4633 3513 448 352 1120 96 3065 199 2866 2815 121 2694 160 2534 2482 52 42 2318 1103 1032 315 717 1215 1179 505 140 53 365 84 281
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=8 8 19 7 7 18 19 19 9 9 0 3 8 19 7 8 20 9 20 20 20 17 10 6 12 22 22 7 20 0
split_gain=4.24164e-05 3.40888e-05 6.62266e-05 8.511e-05 3.33868e-05 0.000186061 0.00360894 0.00589351 0.00357291 0.00190969 0.00186597 0.000184974 0.000851326 0.000128067 7.05962e-05 0.000141399 4.26501e-05 0.000123393 4.55706e-05 4.84549e-05 0.00010078 0.000180504 4.39124e-05 0.00011516 0.000116534 6.61019e-05 3.11177e-05 4.75182e-05 2.78431e-05 0.000124604
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 22.907491544400003 22.721067571950005 12.964611930900002 14.351157895250003 14.551174033150001 188.55070358395002 185.98753508445003 85.662341410450011 76.190903416900014 7.7439566930000003 11.450923895500003 22.929105819350003 8.2435668022500028 36.859113051050009 202.38851837455002 38.238138001450004 38.474425342400004 39.571921479100006 204.45912381470004 61.987779113750001 16.485385178400005 198.57093999515004 -0.08725999999999999 -0.088039999999999993 22.580797808900005 42.206017975500011 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 26 -7 9 10 -8 -9 12 13 -6 15 -13 17 -16 -18 -20 21 -21 23 24 -22 -26 -1 -28 -24 -30
right_child=-2 2 3 -5 11 6 7 8 -10 -11 -12 14 -14 -15 16 -17 18 -19 19 20 22 -23 28 -25 25 -27 27 -29 29 -31
leaf_value=-0.00071671568922923579 -0.0008939467154393181 -5.4180654401277165e-05 6.9923134416005386e-05 0.0018992301700015164 -0.017980925174085737 0.00016382284282964141 0.023929139521439928 -0.040369648568536982 -0.094327256337144602 0.096148945926469512 0.094846367600917553 -1.4895414517961258e-05 -0.10001466731938223 0.025397379812655697 0.0017631141161987764 -0.0020365471455173899 -0.00096756146362839796 -0.00014183471987279044 0.00065741560307139518 -0.0023268393916642495 -0.00099615056080268175 0.00033027647691208096 0.00010089856986650317 -0.00098677073879239996 4.5812450737869393e-05 0.0016603557958015779 -6.9109176426570016e-06 0.0010240645938854047 -0.0016388765760831565 -2.1497496315591518e-05
leaf_weight=0.50635406700643937 0.52407927264120857 1.500816749747627 0.50517348064241219 0.51221880627940664 0.0011982341391417934 0.51027418815565528 0.0053837427873020252 0.0018010774256254081 0.0042262883810622043 0.01144513412566539 0.0023551126887468854 1.0088403520181071 0.0010244873070782423 0.0015754636182970867 0.51410799034566457 0.52653414822553291 0.5203398493212309 1.0042559685406174 1.0097397549395086 0.52073953749868696 0.50565077736973707 0.50224272943117398 17.591601130698606 1.52076450513087 0.50151215844761399 0.51293472831639508 3.9108690316363957 0.50475746292374868 0.50842416461512208 7.5458947474069058
leaf_count=422 204 16 16 40 693 430 33 16 14 37 36 39 133 277 110 67 138 66 32 143 7 23 609 43 18 31 207 6 79 648
internal_value=1.67491e-07 1.12523e-05 0.000368051 0.000990911 -1.13486e-05 0.000218386 0.00198861 0.038922 -0.0295842 0.073045 0.0362508 -4.79045e-05 -0.0221149 0.006658 -4.54605e-05 -0.000708191 -1.43983e-05 0.000503168 -3.95538e-05 -2.38349e-05 -4.69884e-05 -0.0010223 -1.22083e-05 -0.000371513 0.000244014 0.000862174 2.57954e-05 0.000110942 3.03949e-05 -0.000123594
internal_weight=42.7971 42.2731 2.51821 1.01739 39.7548 5.45747 0.535486 0.0252114 0.00838248 0.0168289 0.00415619 34.2974 0.00379819 0.0027737 34.2936 1.53537 32.7582 1.51836 31.2398 30.7195 29.7098 1.02298 28.6868 3.04086 1.5201 1.01445 4.92198 4.41563 25.6459 8.05432
internal_count=4633 4429 72 56 4357 1201 566 136 66 70 52 3156 1103 970 2053 106 1947 176 1771 1633 1601 166 1435 99 56 49 635 213 1336 727
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=8 14 20 23 8 19 20 7 20 18 19 19 9 9 3 16 0 22 21 21 5 22 8 18 7 9 20 9 20 7
split_gain=3.43454e-05 3.33727e-05 4.26766e-05 4.79474e-05 2.95933e-05 5.43641e-05 9.3904e-05 2.64149e-05 0.000179933 0.000154344 0.00315159 0.00511941 0.00318838 0.00193177 0.00166219 7.40381e-05 3.79339e-05 0.000210543 0.00101376 0.000614901 0.000559932 0.000153279 0.000709431 5.76325e-05 2.97974e-05 3.98367e-05 2.77725e-05 9.96788e-05 6.59717e-05 4.89307e-05
threshold=8.8430989333000021 144.12207640715005 33.036871954450007 -0.27651499999999996 8.7431769115000026 14.151141757350002 42.498713093000006 22.721067571950005 34.214889417600013 12.964611930900002 14.351157895250003 14.551174033150001 188.55070358395002 185.98753508445003 93.969677033550013 22.664946999500003 86.345209775600011 -0.16077499999999997 9.1670574189500034 5.2472773321000004 16.222050829800004 -0.085550000000000001 8.3434888241000014 13.304953393500002 22.532843451200005 186.16747084260001 36.558960102350007 202.38851837455002 38.238138001450004 23.080728504150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 9 -9 24 -11 13 14 -12 -13 16 21 18 19 20 -18 -10 -23 -19 25 -5 27 -25 -28 -30
right_child=-2 2 3 4 5 6 -8 8 15 10 11 12 -14 -15 -16 -17 17 23 -20 -21 -22 22 -24 26 -26 -27 28 -29 29 -31
leaf_value=-0.014950524487468909 -0.00080408956884691718 -0.0197497256679071 -0.017933647478928918 8.4732948839640445e-05 -3.8078451214585074e-05 0.0018553501623739194 -6.711303757429149e-05 0.040714275003459359 0.00013631831292777651 0.00015806226386004237 0.021371324862906937 0.093800916809918991 -0.093126780511402857 0.095341595295001719 -0.036935832647213049 -0.001225237105363624 0.031700488884508722 0.00062538834315061962 -0.082075166193345817 0.058534490912082696 -0.056931720240120588 0.00015019614815701661 -0.0041054881356285917 0.0015447845856826296 0.00039056343218976685 -0.00065492243393213095 -0.0011448619440400584 -0.00017071743584701671 -0.00098033898740693126 1.1274763068174505e-05
leaf_weight=0.0014909725378932084 0.52436883556954583 0.0010929074686022435 0.0014889041483659984 2.3614859093118006 1.5007100039620118 0.5161716128920375 0.50038725944864382 0.0010832136576642828 3.5189480303585059 0.50975013131549385 0.0053346856529685729 0.002153584657207829 0.0038709855228944434 0.010439405978218019 0.0017732156029524049 0.52162393373152482 0.0012289133251994341 1.5198062573545623 0.0017827955947384219 0.0015295465709002018 0.0016970952899126868 1.5107805744914933 0.52883214540080548 0.51118757749067611 1.5066247417122438 1.0527742692559909 0.52232098210832134 1.0038126824089628 0.5080907015523114 24.143139313007783
leaf_count=36 204 254 144 410 14 46 8 52 96 372 32 36 14 37 16 90 162 34 104 90 78 38 71 76 21 34 180 50 36 1798
internal_value=2.48138e-07 1.02258e-05 1.07535e-05 1.12644e-05 1.18966e-05 0.000344402 0.000909044 -9.16014e-06 -4.16689e-05 0.000195254 0.00181112 0.0375591 -0.0287235 0.0703254 0.0347644 -4.29562e-05 -2.46959e-05 2.23446e-05 -0.0183467 0.00715283 -0.0197065 -0.000263468 -0.000953221 2.6407e-05 2.0127e-05 -0.000143337 -7.70263e-06 0.000408123 -3.27279e-05 -9.16356e-06
internal_weight=42.7958 42.2714 42.2699 42.2688 42.2673 2.51727 1.01656 39.7501 34.2959 5.45421 0.533322 0.0235719 0.00779779 0.0157741 0.0039268 34.2948 33.7732 28.2146 0.00623835 0.00445556 0.00292601 5.55856 2.03961 28.2084 4.92088 3.41426 26.6886 1.515 25.1736 24.6512
internal_count=4633 4429 4393 4139 3995 68 54 3927 2955 972 507 135 66 69 52 2903 2813 2608 434 330 240 205 109 2174 465 444 2140 126 2014 1834
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=16 4 9 8 15 5 15 22 15 5 22 17 5 22 13 16 20 3 22 2 4 8 20 4 15 9 23 7 9 6
split_gain=3.43358e-05 3.15509e-05 0.000142703 2.9985e-05 9.88951e-05 6.95406e-05 0.000173493 3.58569e-05 0.000123475 0.000628205 7.28838e-05 0.000532219 0.000960686 0.000135479 0.000425533 0.000134211 6.73869e-05 0.000236482 0.000182989 9.04438e-05 0.000220606 9.21483e-05 6.3803e-05 6.02369e-05 7.55536e-05 6.05324e-05 6.50379e-05 4.73107e-05 0.000193217 4.28074e-05
threshold=9.7049773055000017 143.58239362595003 194.57718764590001 8.8430989333000021 15.508466602900002 13.153721664750002 20.343341900300004 -0.036264999999999999 19.736263398050003 15.188638235750002 -0.051199999999999996 179.03071761140004 18.850689434250004 -0.064729999999999996 109.40142670235001 15.454963859600001 41.489621506400006 91.80009132230002 -0.0025899999999999999 149.35510112725004 296.43037955425007 8.2435668022500028 43.477771593600004 202.17358131775003 36.080675573650005 204.51365672970005 0.088145000000000015 22.958251375150002 188.55070358395002 16.285380505300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 8 9 -7 11 12 -10 22 -15 -12 18 -18 -9 21 -21 -20 23 25 -25 26 -13 28 -26 -28
right_child=1 3 -4 -5 5 7 -8 16 10 -11 15 13 -14 14 -16 -17 17 -19 19 20 -22 -23 -24 24 27 -27 29 -29 -30 -31
leaf_value=0.015829274929884809 0.041007774746049337 -0.029208421098975534 -0.0053565495890573155 -0.0007533162197368913 0.03341477313477216 -0.036313434898427366 -0.012706622430744958 0.0021290306042719971 -0.10004969936821723 0.062960942951608076 5.4647711689985191e-05 0.0013253363291252126 0.008199230074671748 -0.00028671292701324595 0.0032213012877215391 -0.0011914029564580174 8.2456369308831737e-05 -0.00215945373116075 0.00010740263791797812 0.0025235314081641356 0.00021291935232629379 -0.0012461027897270427 0.0010460415192099779 -0.0013848355668924597 0.00011512978739331396 -0.00036932094236087273 0.00055544800838369787 -9.4779923091799201e-05 -0.0022706426734199789 7.7464572157502033e-06
leaf_weight=0.0013703416510669744 0.0010026773705068539 0.0011585017906402531 0.0019644394041620217 0.52318759087694999 0.0019766110651678907 0.0010919305878969851 0.0013885526750085884 0.52562788588983878 0.0014789370257896053 0.0015313721153687315 2.0014578242971974 0.52259629355079074 0.0018396758033072391 1.006647565037176 0.52671902370093437 1.5215447223925584 5.0159239835051794 0.51920463174765341 4.5120445485123701 0.52032038662880742 2.0071175192697055 0.56610832881869999 0.5177279225492829 0.52718903539598372 1.008038941028073 2.0067312756671072 2.0183903686358775 11.550656319855166 0.51181155474467122 4.8705457124949589
leaf_count=592 31 321 41 167 265 89 329 84 22 124 10 162 379 47 64 46 142 187 123 58 85 73 213 353 66 60 59 317 60 64
internal_value=3.11471e-07 -1.95413e-07 0.0103113 -9.10428e-07 8.403e-06 9.20383e-06 0.0143839 8.05924e-06 -5.56178e-05 0.0216387 -5.76082e-05 2.24111e-06 -0.0400418 7.54252e-06 0.000918307 -0.000483507 0.0001413 -0.000127839 0.000324509 0.000199797 0.000688602 -4.3485e-05 -5.17995e-05 -7.64947e-05 -0.000211133 0.000117891 0.000249807 -0.000163793 -0.000688282 0.000168218
internal_weight=42.7944 42.793 0.00296712 42.7901 42.2669 42.2657 0.00336516 42.2623 28.596 0.0026233 28.5934 25.0704 0.00331861 25.0671 1.53337 3.523 13.6663 5.53513 8.13122 7.60559 2.52744 5.07815 23.5337 23.016 13.5977 9.41826 7.41153 13.0705 1.51985 6.88894
internal_count=4633 4041 72 3969 3802 3481 594 2887 2135 213 1922 1866 401 1465 111 56 752 329 423 339 143 196 1354 1141 796 345 285 443 126 123
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=5 9 15 21 20 0 9 21 18 21 22 7 23 5 10 23 18 10 7 20 6 18 23 20 22 9 20 20 22 22
split_gain=2.96283e-05 0.000106107 2.79499e-05 0.000144246 3.27564e-05 0.000113717 6.28381e-05 4.87241e-05 4.75304e-05 0.000151912 0.000107159 0.000166259 5.77502e-05 5.66531e-05 5.69069e-05 0.000126471 4.16746e-05 0.000138078 6.73937e-05 4.78234e-05 3.88912e-05 5.62009e-05 9.34268e-05 0.000129431 4.36995e-05 3.63025e-05 3.35925e-05 3.83788e-05 3.26254e-05 9.88622e-05
threshold=7.754880527600001 53.996381295800006 46.435439118750004 15.294585115650001 42.206017975500011 86.103248543850015 177.59430306730005 4.6112647835500011 13.900697602550002 8.9448347342500032 0.0041150000000000015 23.109894804950002 0.10787500000000003 20.093158056800004 62.132955852800002 0.08673500000000002 14.122113655700002 70.182199495350019 24.385896469550001 38.238138001450004 16.385382841850003 13.391483899700001 0.08729000000000002 41.11191809080001 -0.040509999999999997 192.39832633775004 38.396531328800009 38.804629908750009 -0.083004999999999982 -0.087660000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 -3 -7 10 12 13 -12 16 -8 20 -16 18 -18 -10 -19 -15 24 -23 -24 -22 -9 -21 -28 29 -27
right_child=1 2 3 -5 5 7 8 25 9 -11 11 -13 -14 14 15 -17 17 19 -20 26 21 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.013902858569245205 0.026209653514933685 0.022122305403898392 -0.0017780504889924474 0.00027743968206647707 -0.0015837690564901336 -0.0010068395847845216 0.00068875526056881033 -0.00082840199629000567 -0.0013886496969721328 -0.0017654434074865688 -6.7574214529328032e-05 0.0024210498611190985 -0.0010576291094744959 -0.00048848483796023513 -2.0176753188716746e-05 0.0019043707578501176 0.0016686653198470407 -0.00093466576524372223 0.00024297756975082162 0.00085055369560911121 6.3663697632433704e-05 0.00011896356662091067 1.5330429279012389e-05 -0.0022404867022099927 0.00064023454565444648 -1.3658130868049064e-05 -0.00083272490037440336 6.4797372096295436e-05 -7.2102232261080386e-05 0.0015968636296681165
leaf_weight=0.0015327289402752289 0.00154465931300407 0.0012914432156979619 0.51713158068719067 1.0047202375820914 0.52068175137772499 0.51692512478497832 1.5177286168436861 0.50623450338539022 0.51135092224262446 0.51933980868562635 0.55772769837477543 0.5175790205848898 0.51009225741691366 1.5097670232571569 1.0034965199532724 0.51756417768467589 0.52647246508979506 0.51240287200906642 0.50134727515592203 0.50542888573427802 9.9069937389790557 1.5053370908935897 0.50468451848337259 0.51277711200884823 1.515636910700773 1.5125318781321575 0.50651255383961391 8.0222494452865849 6.0174053300860146 0.50955721014459232
leaf_count=788 207 400 187 20 474 402 47 160 64 254 64 29 106 21 25 85 158 201 15 11 150 14 18 29 28 148 31 352 117 28
internal_value=2.86246e-07 7.84225e-07 -1.61858e-07 -0.000421024 1.5358e-05 -0.00014664 6.43541e-05 -6.40717e-05 6.3455e-05 -9.22077e-05 0.000159825 0.00113028 -1.7269e-05 0.000103399 5.10663e-05 0.00063468 3.06013e-05 9.20783e-05 -0.000580895 5.13315e-06 -6.37147e-06 4.58233e-05 -0.000381344 -0.00112155 0.000140167 -7.04434e-06 5.84368e-05 1.14946e-05 4.46753e-05 0.000392186
internal_weight=42.794 42.7925 42.791 1.52185 41.2691 9.58334 31.6858 9.06265 31.6845 12.1152 19.5693 1.07531 11.5959 18.494 16.9763 1.52106 11.0858 10.0731 1.0127 9.54659 15.4552 13.9454 2.5228 1.01746 11.4226 8.54573 9.03419 8.52876 8.03949 2.02209
internal_count=4633 3845 3638 207 3431 1329 2102 855 1702 1192 510 93 938 417 370 110 832 753 79 595 260 239 61 47 178 453 394 383 293 176
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=23 7 23 18 23 22 12 15 15 5 20 0 21 20 22 20 6 23 23 21 16 23 6 22 6 22 16 20 0 20
split_gain=3.08637e-05 0.000151613 0.00018898 0.000103067 7.66465e-05 0.00018027 0.00118599 0.000688575 8.96338e-05 0.000407384 0.000231333 6.9842e-05 9.09379e-05 9.05239e-05 6.40737e-05 8.30915e-05 5.07418e-05 7.79648e-05 4.67484e-05 0.000179068 9.67752e-05 9.47767e-05 4.22575e-05 5.50783e-05 3.97478e-05 3.72925e-05 3.2469e-05 4.92035e-05 3.78849e-05 2.96956e-05
threshold=0.10487000000000003 22.958251375150002 0.4149000000000001 13.988302431200003 0.091885000000000022 -0.24023999999999998 208.33288250865004 32.99104187950001 38.86986296220001 23.714185006400005 41.184662530950007 86.345209775600011 12.156412995750001 42.546237522150008 -0.091639999999999985 40.722669576350008 16.565387047600002 0.088565000000000019 0.08759500000000002 4.0873253509500005 22.604947139800004 0.086555000000000021 16.505385645700006 -0.059424999999999999 16.515385879350003 -0.070854999999999987 22.634947069650003 43.182896969600009 86.162394622750014 38.911218973650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 11 5 6 7 -1 10 -10 14 -3 13 -13 15 -6 18 -18 21 -20 -21 22 26 -24 -11 -16 28 -28 -7 -30
right_child=1 3 -4 -5 8 16 -8 -9 9 24 -12 12 -14 -15 25 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.037666775857522795 -0.0026406390919995176 -0.00027771396481633898 7.561368447564772e-05 -0.001370557532831024 0.001829167183220639 -0.00088414924411923273 -0.096125453787745341 0.061399821553716205 0.0030859395057077185 0.00054709569340313032 -0.0019640088547334188 0.0014968084052126391 -0.00011875092904531809 0.0001576349168447829 -0.00036382379823898721 0.00026476969620467793 0.0015035718172460473 -0.00024806093919126386 -0.0021114604359325352 1.3994137546517264e-05 -0.0014453661294662147 0.0013284401826528158 -0.00017401644657875302 -0.0013784604197676826 -0.00019804610881822291 0.00023102265229063345 0.0012485665783637514 4.2133275575719733e-05 -0.00035834383842887852 5.8379278071460333e-05
leaf_weight=0.0012833745554175456 0.52307830173309333 3.0158755768552012 0.50191533740245831 0.52179493365799867 0.51340514777846191 0.5106309953533853 0.0013963190645381344 0.0015477607889806677 0.58661845086068387 1.510631642768818 0.52136354757956027 1.0174038202658269 2.001607289435924 1.0017780051566658 1.5046753268472488 1.0024291098145992 0.51419351977107186 0.5023629390945743 0.51921670458202296 4.0214477627414462 0.51228636004080019 0.51563316100516843 1.5036605651007167 0.50791963434380605 1.3606874790445429 3.5182259433225309 0.51034175015483541 1.0013881346661149 2.0232180526458992 11.045841929089411
leaf_count=267 111 43 20 269 144 140 214 17 106 40 208 33 12 7 52 17 420 36 280 194 33 134 81 22 29 117 76 14 283 1214
internal_value=2.72736e-07 -0.000169271 -0.00131055 -1.45029e-05 4.28115e-05 -5.69195e-05 -0.0207052 0.0164922 0.00026746 0.000684584 6.31588e-05 8.60536e-05 0.000358905 0.000832403 0.000224794 0.000794623 -5.32345e-05 0.000637948 -8.4226e-05 -0.000352362 -0.000150905 -7.3256e-06 -4.75972e-05 -0.000478136 0.000193981 5.28287e-05 9.79059e-06 0.000449411 -3.91492e-05 -6.13353e-06
internal_weight=42.7939 8.58345 1.02499 7.55846 34.2104 23.6924 0.00422745 0.00283114 10.518 3.45794 7.0601 7.03666 4.02079 2.01918 6.53874 1.51583 23.6881 1.01656 22.6716 5.05295 4.53373 17.6186 17.103 2.01158 2.87132 5.0229 15.0914 1.51173 13.5797 13.0691
internal_count=4633 495 131 364 4138 3425 498 284 713 175 538 95 52 40 330 161 2927 456 2471 507 227 1964 1830 103 69 169 1727 90 1637 1497
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=8 8 19 20 23 12 2 3 8 9 23 15 23 23 17 13 10 23 23 15 4 21 7 23 20 23 12 17 20 20
split_gain=3.70145e-05 4.26609e-05 5.17577e-05 0.000100292 2.62269e-05 0.000131563 9.25359e-05 9.00111e-05 0.000765146 0.000189753 8.40154e-05 6.33322e-05 4.06451e-05 3.47803e-05 0.000187597 3.89972e-05 5.03951e-05 0.000120341 3.89487e-05 3.33393e-05 3.45064e-05 8.86244e-05 0.00277927 0.0034225 0.00151155 0.000266692 0.000234996 5.54533e-05 9.64634e-05 4.59633e-05
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 42.498713093000006 0.10487000000000003 165.75658866060004 147.79312796670004 76.190903416900014 7.1444245619500011 40.734022239000005 0.10336500000000003 42.33967733730001 0.11071500000000002 0.096480000000000024 188.27285108100003 117.69263157665002 61.966271448700006 0.082535000000000011 0.094780000000000017 20.734744936600006 169.78554988275002 2.9212203061500004 23.781511574300001 0.080110000000000028 38.621016321050007 0.079395000000000021 168.12479758145003 185.54770736950005 38.171717059500004 43.477771593600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -6 -7 8 9 -1 13 12 -8 15 -15 16 17 -9 19 -18 27 22 23 25 -25 -22 -26 -21 -29 -23
right_child=-2 2 3 -5 5 6 11 10 -10 -11 -12 -13 -14 14 -16 -17 18 -19 -20 20 21 29 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.011433490216379039 -0.00083489381863670646 3.6645076323686329e-05 0.0019378411446605911 -4.842434574909134e-05 -0.0016975703546210617 0.0012364983433235663 -0.00086087615039714754 0.00035953301112502049 -0.080360337505728352 0.042905032681121606 0.0012927472983223802 -0.00073505879157168214 8.0743129197693921e-05 -1.2002426049908569e-05 0.0020127929530271036 0.00083784181658331277 0.00079955606746123981 -0.001814777215588525 -0.00088894514262828736 4.2474200003530427e-05 0.03426434403707241 -7.4506800460148056e-05 -1.8781583011304797e-05 -0.015710917807860228 -0.065625086627167178 0.10000077589283447 -0.096810203531594571 -9.9168417642183813e-05 0.0018429880077608547 0.00061610213438336163
leaf_weight=0.0012900016636255729 0.52419338660192849 1.5016954035995687 0.51664325090192165 0.50045301694626687 0.53061647715702065 0.50685025124039551 0.50451908075154062 0.50496640208709009 0.0012264043294248281 0.0012806290910997891 0.51680686915406582 1.5157719469131761 5.0162541477659941 2.9085628348539738 0.54300115829737894 0.50818224578931648 0.50818906629423111 0.5132964065045913 0.50525160277191972 3.5116532225069106 0.0011861267055538463 19.079246812371132 0.51763893028091368 0.0053280876430168442 0.0045966904237406681 0.0012865968601545319 0.0050943932494647015 0.50770570237773405 0.51530035841801691 1.0149779811551507
leaf_count=504 204 16 47 9 154 10 51 356 310 256 32 51 162 76 157 123 390 82 57 89 98 540 255 24 18 56 23 21 87 375
internal_value=2.5463e-07 1.06116e-05 0.000409708 0.000960517 -1.46774e-05 -0.000175566 -6.85053e-05 2.6332e-05 -0.0153694 0.0156367 2.81777e-05 -0.000162506 -5.3073e-06 7.20107e-06 0.000306539 -3.00927e-05 -4.63111e-05 -0.000736516 -1.94632e-05 -2.351e-06 -1.85456e-05 -7.34477e-05 -0.00134355 -0.0405476 -0.0584957 0.068468 -0.0820184 0.000231219 0.000879119 -3.96235e-05
internal_weight=42.7931 42.2689 2.51879 1.0171 39.7501 8.07401 7.5434 31.6761 0.00379704 0.00257063 31.6723 7.03655 5.52077 31.1555 3.45156 27.7039 27.1957 1.01826 26.1775 25.6722 25.164 20.6294 0.535131 0.0174919 0.0150192 0.00247272 0.00969108 4.53466 1.02301 20.0942
internal_count=4633 4429 72 56 4357 428 274 3929 1070 760 2859 264 213 2827 233 2594 2471 438 2033 1976 1586 1389 474 219 65 154 41 197 108 915
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=8 14 8 19 20 10 0 20 20 0 10 15 21 18 5 22 21 21 16 5 6 16 20 23 19 4 23 16 13 22
split_gain=2.99605e-05 3.90861e-05 3.64867e-05 4.29763e-05 8.42438e-05 2.58648e-05 0.00020052 7.52906e-05 0.00024208 6.52104e-05 4.81566e-05 4.65626e-05 8.0349e-05 6.43422e-05 8.25818e-05 8.14462e-05 0.000251587 4.5978e-05 0.000112428 4.55391e-05 3.71797e-05 8.39414e-05 2.94449e-05 0.000169132 6.51561e-05 2.61104e-05 2.61091e-05 2.47695e-05 9.1853e-05 4.15026e-05
threshold=8.8430989333000021 144.12207640715005 8.7431769115000026 14.151141757350002 42.498713093000006 61.987779113750001 85.495657006400009 42.844429421150004 41.444941515100005 85.823648898300021 61.966271448700006 46.435439118750004 14.849677877150002 13.552878921100001 22.327062271350005 -0.072755 5.5614473604500008 4.8172533029000011 22.724946859200003 22.825270530250005 16.425383776450001 22.584947186600004 42.91168285345001 0.084565000000000015 14.451165964200003 285.22127102665007 0.093635000000000024 15.124964631250002 104.04332964835001 -0.071969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 7 -7 8 10 -8 17 12 13 15 22 20 -17 18 -3 -9 21 -11 24 -24 25 27 -18 29 -29 -15
right_child=-2 2 3 4 -6 6 9 19 -10 11 -12 -13 -14 14 -16 16 26 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.016319040801621186 -0.00075098910232361483 -0.0016658856280911357 3.9340419305314787e-05 0.0017782122839731685 -4.291201412598185e-05 -0.03686389986444142 0.0011403098063005514 -7.8534287259001488e-05 -0.0023952819978448029 0.00040756673239739668 -0.0010482733987214753 -0.00094139707460139024 -0.0012149508757630105 0.0010519278417560382 -0.00131046456094156 0.0026900285107066815 0.00066511543626732812 0.0002593983718250068 7.0263212572717107e-05 0.001262882638802964 0.00015791932640485981 -0.0014110523065590168 6.7732395282236056e-05 -0.0019679188229342975 0.0011294102646005528 0.00069060801208700544 7.7203559998677911e-06 -0.0014065591094959435 -3.9931158840429065e-05 6.0240376165020166e-05
leaf_weight=0.0014659255947780938 0.5244639104338934 0.50793519680316546 1.5015635732247565 0.5158250507375044 0.50046561672320422 0.0014737087173902754 0.51509797758153197 0.50338848959766136 0.52005368022142029 0.51065538333032712 0.50897145764707818 0.51031908494155587 0.51727062897815912 0.50749361265086212 0.51202913297279451 0.51809706915445941 1.0059966134597929 2.5192086315844193 1.4039595729973369 0.50895917600539387 6.0168741969609982 0.50458318576420425 2.0082237846009536 0.51226138371360352 0.51312595978947584 0.51209149383136221 1.5124000584401927 0.50960180314226455 14.082260702782619 2.5054702520424099
leaf_count=36 204 177 15 46 8 178 94 24 123 76 75 62 313 212 79 51 21 74 22 235 139 18 528 261 59 716 28 128 408 223
internal_value=1.81765e-07 9.50253e-06 1.00689e-05 0.000379229 0.000881412 -1.33158e-05 2.22614e-05 -0.00019622 -0.000343079 2.38951e-05 -0.000127038 6.34061e-06 2.13382e-05 4.14918e-05 -5.55894e-05 0.000250361 0.000683181 -2.12219e-05 -0.000390981 0.000595865 6.34679e-05 -0.000496304 -2.52103e-05 -0.000345992 1.81886e-05 -1.32845e-05 0.000270323 -3.37594e-05 -8.76589e-05 0.000227277
internal_weight=42.7916 42.2671 42.2657 2.51785 1.01629 39.7478 33.2753 6.47248 5.46013 33.2739 4.94007 32.7588 32.2484 31.7312 21.6626 10.0686 3.03649 4.4311 1.91189 1.01235 7.03211 1.01524 21.1505 2.52049 18.63 18.1169 2.5184 17.6048 14.5919 3.01296
internal_count=4633 4429 4393 69 54 4324 3594 730 471 3416 348 3322 3260 2947 2614 333 100 273 199 259 233 94 2535 789 1746 1687 49 971 536 435
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=4 18 8 20 23 8 5 20 22 23 2 4 17 17 13 20 22 3 22 2 23 23 15 21 7 16 21 5 5 0
split_gain=2.87918e-05 0.00011996 2.63354e-05 3.4345e-05 4.09342e-05 2.88473e-05 4.20552e-05 2.30013e-05 8.85064e-05 0.00490764 0.00231002 0.000804041 0.000545947 0.000134701 3.53205e-05 8.8925e-05 0.000493384 6.45042e-05 5.45625e-05 5.35346e-05 4.39481e-05 6.17692e-05 3.57139e-05 7.50726e-05 6.56342e-05 4.76107e-05 0.00013198 0.000189434 3.13369e-05 2.13019e-05
threshold=143.58239362595003 13.063922652800002 8.8430989333000021 33.036871954450007 -0.27651499999999996 8.7431769115000026 21.990725385850002 43.477771593600004 -0.082275000000000001 0.08326500000000002 90.05676182820001 169.30632827135003 194.99099661610003 191.75825325995004 117.60660091645001 40.621691032550004 -0.086139999999999994 93.776108048150022 -0.089569999999999997 108.01392853780001 0.10307000000000002 0.092185000000000031 46.435439118750004 14.849677877150002 22.398098708400003 22.634947069650003 8.1054293463000011 23.714185006400005 24.148799123900002 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 7 -7 14 9 -9 11 -11 13 -12 17 20 18 22 19 -17 21 -16 23 24 -6 28 27 -27 29 -26
right_child=2 -3 -4 4 5 6 -8 8 -10 10 12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0083320545552836509 -0.017752789983792507 0.032342163161787438 -0.00070556921771662627 -0.016627831731504474 -0.022333662754318744 0.00083600931323474974 2.3907660654269555e-06 -0.0001321375292097471 -7.1661648353156201e-05 0.024817351460102957 0.066803989803306249 -0.10003290293790812 0.042074523380541379 0.098710982466541419 -0.0001455670600395744 0.00022720012855160181 -0.0034162267539980962 0.0011242910086993365 0.00053503470690717092 -0.0012288768575765925 -0.00015249456277242847 0.0014130570867370233 -0.00083497785601819728 -0.001188455578329372 -0.00048390213401898051 0.0026766098568634434 1.6786981052366699e-05 -5.2971274126016067e-05 0.00076198555081202323 -1.6360147227982287e-05
leaf_weight=0.0016167278328315096 0.0010887194788570245 0.0013147667032171739 0.52327908808965773 0.0014789239374043408 0.0013124265607363786 1.0120992881252271 1.5052241296737916 0.50651210655068124 1.5054805715922235 0.0010628691856027226 0.0016512170241698154 0.0010021998879583549 0.002915203843941839 0.0066587895157681487 0.50991413768201643 0.50179254904469439 0.52958315515314414 0.51367778497608441 1.005726445628085 0.5082599669631982 2.4047554929675243 0.50715986013528891 0.51056373518936737 0.51537406187186618 1.0145642327827875 0.51710267565567736 3.0061743631015254 0.50018747262220131 0.50323353745079558 24.670535326871189
leaf_count=52 254 20 167 144 43 32 37 657 323 30 102 16 38 14 41 10 86 357 16 31 28 13 58 102 48 63 23 6 8 1814
internal_value=1.7787e-07 0.00991021 -5.01081e-07 8.22828e-06 8.68581e-06 9.26798e-06 0.00033755 -1.15243e-05 0.00031678 0.00144181 0.0614271 -0.0357738 0.0793089 0.092371 -2.91518e-05 -0.000252372 -0.000699963 1.27973e-05 1.36508e-05 -0.0005055 8.0573e-05 0.000631635 -5.47953e-06 8.30285e-06 2.87171e-05 2.96885e-05 0.00034996 0.00133451 -1.95166e-05 -3.48281e-05
internal_weight=42.7913 0.00293149 42.7884 42.2651 42.264 42.2625 2.51732 39.7452 2.02528 0.519802 0.0132903 0.00206507 0.0112252 0.00831001 37.7199 5.96719 2.54536 31.7527 2.01578 1.01005 3.42183 1.01707 31.239 30.7285 30.2131 30.2118 4.02346 1.01729 26.1883 25.6851
internal_count=4633 72 4561 4394 4140 3996 69 3927 1180 857 200 46 154 116 2747 225 143 2522 57 41 82 54 2165 2107 2005 1962 92 69 1870 1862
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=23 9 9 8 14 19 5 3 17 15 20 23 23 22 13 20 10 23 22 6 18 21 12 22 5 20 22 9 7 22
split_gain=3.26544e-05 3.69384e-05 0.000202961 1.94296e-05 4.47225e-05 2.8805e-05 8.96578e-05 4.76404e-05 0.000258267 0.000135963 0.000106363 7.05359e-05 0.00024487 6.09244e-05 9.17698e-05 4.54406e-05 6.65062e-05 2.75581e-05 2.71504e-05 8.98194e-05 7.32362e-05 6.40387e-05 4.66532e-05 4.48834e-05 0.00014526 0.000293122 3.22197e-05 9.85513e-05 5.41475e-05 3.16875e-05
threshold=-0.53179999999999994 53.996381295800006 40.734022239000005 8.8430989333000021 144.12207640715005 14.351157895250003 20.201591378100002 93.292185584700022 191.32023496460002 46.055224235250002 41.976795488650005 0.099855000000000027 0.080960000000000018 -0.088274999999999992 117.49368567500001 43.022303514600004 61.982402197500001 0.086375000000000021 0.011900000000000003 16.285380505300001 15.079587624050001 14.202008575100001 100.38148940995002 -0.083330000000000001 20.769304081650002 40.250747516500006 -0.059424999999999999 203.80256579455002 24.021206791900003 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 18 -7 8 -8 10 11 12 -9 17 -15 16 -16 -10 21 20 -20 23 -22 -6 26 -26 27 28 -25 -28
right_child=1 3 -4 -5 5 6 7 9 13 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.018068563054866781 -0.012104360642681824 -0.018095838828431104 0.042544516312228581 -0.00060557625270488331 5.996494564444667e-05 0.0014144705061078097 0.0024067150349847896 -0.00067422382442281392 4.3393311697507001e-05 -0.001705974785057523 -0.0013439073062536835 -5.0234992094927525e-05 0.0024064925441905308 0.0015709548303021719 -0.0010959752481247739 0.00071858817156802144 0.00018298589737733158 -0.00056173256776461083 -0.0011299838222033215 0.0013905725092392216 0.0010272049419649131 -0.0012144865618344822 3.1903319179307763e-05 -0.00060931312913815763 0.00036906804184301051 -0.0030020160834494116 0.00077980015616621969 -0.0016472792176750615 0.00042898341384176692 -4.749737360035822e-05
leaf_weight=0.0010002196224182516 0.0015700234840832249 0.0013647057066908932 0.0011982791744252444 0.52492497515885972 10.561847304557601 0.52035317386878333 0.51215754160602944 0.5071255912480408 1.5029898950670033 0.50864911834266546 0.51905570669447332 3.4127597127881018 0.52521956978034723 0.5227043584814054 0.50987433600948939 1.0075456944468895 2.0069656203195336 1.5073772615833148 0.5164255457955792 0.51002486071642472 0.50767977455024915 0.51220201849000702 6.5088718652912165 1.0027454850602784 0.50306404242895997 0.52934393817274816 0.50532609516812677 0.50879291816264638 1.006332638613151 5.5252259635115424
leaf_count=110 688 31 201 203 1402 84 26 19 25 125 103 37 51 117 29 11 63 29 144 119 44 145 227 19 46 119 23 140 44 209
internal_value=2.41417e-07 -1.80934e-07 0.0115508 -9.28278e-07 6.58189e-06 7.16646e-06 0.000127259 7.59032e-05 0.000238412 -0.000148868 1.06802e-05 0.000168856 0.000893132 8.10588e-05 0.000334461 0.000151075 -7.61126e-05 -0.000259611 -4.95899e-05 0.000106281 1.93275e-05 -0.000110286 0.000103918 -8.22077e-05 -0.000238938 -0.00135938 -0.00010362 -0.000404075 -8.92379e-05 2.18255e-05
internal_weight=42.7907 42.7897 0.0027683 42.7869 42.262 42.2607 13.5628 13.0424 7.56961 5.47281 4.96416 4.4451 1.03235 7.05746 4.04709 3.52439 2.51684 3.01037 28.6979 8.043 7.53298 20.6549 7.01655 20.1427 9.58083 1.03241 8.54842 2.51787 2.00908 6.03055
internal_count=4633 4523 889 3634 3431 3400 719 635 300 335 210 107 70 274 220 103 92 54 2681 534 415 2147 271 2002 600 165 435 203 63 232
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=4 0 10 22 15 23 23 15 2 14 0 8 22 9 20 22 23 21 21 22 20 23 23 20 0 23 5 9 3 23
split_gain=2.75553e-05 0.000134665 0.000979816 0.000435494 0.000110331 2.09731e-05 7.09326e-05 0.000175257 0.0004143 9.47459e-05 0.00010135 0.000146607 0.000104476 0.000493913 9.38708e-05 0.000101735 0.000104571 7.1555e-05 3.72993e-05 0.000543993 0.00417231 0.00283868 0.00201455 0.0033348 0.00104174 0.00060343 0.000535547 0.000105528 0.000101506 7.37511e-05
threshold=143.58239362595003 83.933662832600007 58.309968391300011 -0.22147500000000001 32.145494189350011 0.091885000000000022 0.10249000000000003 38.86986296220001 258.06114663960005 186.51427598835002 86.345209775600011 8.543332867800002 -0.086139999999999994 186.70853236170004 41.037275035300006 -0.091639999999999985 0.10176000000000003 4.9790488931500008 2.0976681454000006 -0.043559999999999995 42.670715716450012 0.089345000000000022 0.087795000000000026 40.300545846000013 87.380266155850009 0.078655000000000017 19.480650800750002 195.34352961910002 94.031511570550009 0.081235000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 18 7 14 -9 -8 12 17 -11 -14 15 16 -7 -12 19 20 21 22 23 26 28 27 -3 -25 -22 -21
right_child=1 5 -4 -5 -6 6 9 8 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 29 24 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045239734541941924 -0.021593371654646015 -0.097728565039027479 -0.077068537576233886 0.061238687260548055 0.036296747776793259 0.0020682379653969591 -0.0013599662659835234 0.0034819790607935074 0.00024923926198563035 3.9973463179069763e-05 0.0012061958006543384 0.0018643715733753009 6.2026088644597053e-05 -0.0035475357361599829 -0.0012522451756078478 -3.3484605987253446e-05 3.6168662935533844e-05 -3.2252972726922362e-05 -3.4645077715632159e-05 0.0005489088120571757 0.10002239841711227 0.069884669741368741 -0.098512230250681815 0.054936771949675445 -0.0089306205089404976 0.0020880953811731884 -0.028839455955324018 0.098912152038396858 0.065007195372964996 -0.0011546138062765545
leaf_weight=0.0018969844544461925 0.0012251890452894126 0.0037698715061175656 0.0016818284481276286 0.0013170293786284306 0.0010171379435064409 0.5130108453133837 0.56047767279332461 0.53828670478054652 1.504375036249513 2.5102978525327586 0.5202906524643377 0.51675735664412048 1.3584799389718671 0.52582264534471779 0.51756384889312546 5.0168441156305841 0.50012034013303386 4.5154782251699457 22.645806979175429 0.5088054808688437 0.0026505198184167958 0.002106615428536524 0.0061265044112786505 0.0010324087148703143 0.0015088041494989192 0.0019885169195708319 0.0016106113929073018 0.0011575116072890523 0.0012039568791806232 0.50775461906279606
leaf_count=43 159 173 332 187 29 124 77 94 33 42 133 41 17 57 186 139 8 163 2038 137 58 40 39 43 44 25 45 8 5 114
internal_value=2.35664e-07 -4.26589e-07 -0.0178546 0.0213189 0.00972399 1.33618e-06 7.93091e-05 0.000292457 0.00110114 -9.49442e-05 -2.36657e-05 0.000260307 -0.000382462 -0.000945237 4.01698e-05 0.0001511 0.00106513 9.57023e-05 -6.15339e-05 -0.000647194 -0.0158031 -0.0391089 -0.0537472 -0.0250564 0.0615114 0.0419682 -0.0771071 0.0781805 0.0890853 -0.000301972
internal_weight=42.7905 42.7876 0.00422405 0.00254222 0.00291412 42.7833 19.0978 8.5902 2.04266 10.5076 9.94713 5.55253 4.3946 1.8843 6.54754 6.02998 1.01313 5.03577 23.6855 1.03972 0.0231553 0.017792 0.0156854 0.00955892 0.00536328 0.00417844 0.00538048 0.00218992 0.00385448 1.01656
internal_count=4633 4561 678 346 72 3883 1114 584 127 530 453 337 116 74 457 271 132 296 2769 731 480 373 333 294 107 76 218 51 63 251
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=8 19 20 3 3 7 21 10 8 23 2 21 20 6 17 23 23 21 5 23 21 17 4 20 6 17 3 22 9 23
split_gain=2.91245e-05 3.26331e-05 6.64035e-05 0.000155887 7.66669e-05 0.000229329 6.54034e-05 0.000181981 4.62734e-05 0.00014018 0.000313385 4.4515e-05 7.6699e-05 0.000213915 5.90057e-05 2.16683e-05 0.000144491 3.29668e-05 3.04151e-05 0.000171756 5.92065e-05 8.84951e-05 0.00716314 0.00334769 0.00303471 0.00214987 0.00325566 4.58807e-05 8.47682e-05 3.38596e-05
threshold=8.8430989333000021 14.351157895250003 39.955516828000007 94.472418703950012 93.883646373400012 22.812602664350003 4.7516206878500009 62.095317438950012 8.543332867800002 0.085855000000000029 98.91243606750001 9.5763142249000008 40.574766824850009 16.305380972600002 197.26918533450001 0.10487000000000003 0.11458500000000002 9.6397968770500011 22.958759589950002 0.093185000000000032 6.9984086918000008 185.06340398685003 267.06082587310004 39.683197198900011 14.865347326450001 196.21449749970003 85.667718326750006 -0.08725999999999999 200.52256857420005 0.091885000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 5 -4 7 -7 11 -10 -11 14 -13 -14 -8 18 -17 -18 20 29 -1 -22 23 24 -23 27 -27 28 -25 -20
right_child=-2 2 4 -5 -6 6 8 -9 9 10 -12 12 13 -15 -16 16 17 -19 19 -21 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=1.1575080496606444e-05 -0.00074058123211285663 0.0020587085222112385 0.0021600347030572504 -7.1920185851459076e-05 -0.0011347013255897651 -0.002118154960559171 0.00067906994843696148 0.00018986156439146498 -4.9241665888020388e-05 -0.00039374251421973416 0.0031026681218357072 4.3313639683598121e-05 0.00043834493714166653 -0.0024556290275048391 -0.0001484164171907423 -0.0018203307648200163 -0.00079973177504320293 6.0447496142720135e-05 -0.00084541473632677826 0.0019406471617575102 -1.2943112171919937e-05 -0.10006594865630905 7.5183908379030404e-05 -0.065817777879112749 0.058144319746061192 -0.10003046641341323 0.060978096941573495 -0.10012885426615577 -0.10004240417004295 0.00015784340371035861
leaf_weight=19.601567668075155 0.524271992833511 0.57293256840159645 0.5231777426074985 0.85712669299937261 0.51336533939258622 0.51603516642558034 1.5101433955132946 1.0107660298360768 2.0021507449710048 0.50294710905291118 0.52283913731844223 2.003213412011974 0.50638365079241487 0.51536784605751507 2.0069643718920815 0.51983391380079691 0.51028797925903191 3.5121609819206601 0.50660276851881558 0.51197331987689398 1.5055715950562787 0.0017246236932597072 1.0074310118394134 0.0012227463086520425 0.0040821239635988604 0.0025332456194635524 0.0024905625264270981 0.01033468058638504 0.0017731525858835084 1.0012855326161489
leaf_count=1754 204 84 110 18 151 81 14 106 15 6 37 11 21 33 42 133 111 77 622 46 267 41 446 33 22 56 15 48 17 12
internal_value=1.72523e-07 9.36128e-06 0.000137183 0.000781685 6.1221e-05 0.000114056 1.75952e-05 -0.000590212 0.000114565 0.000437782 0.00138836 -3.5033e-05 -0.000316306 -0.00102137 0.000206882 -5.10446e-05 -0.000251429 -4.86749e-05 -1.33684e-05 0.000358102 -4.72601e-05 -0.000501808 -0.00121529 -0.0550233 0.0111553 -0.0759601 -0.0202102 -0.0969702 -0.086074 -0.00017922
internal_weight=42.7886 42.2643 13.5634 1.43006 12.1334 11.62 11.0968 1.5268 9.57001 3.02794 1.02579 6.54207 3.02496 1.02175 3.51711 28.7009 4.54228 4.02245 24.1586 2.01986 22.1387 2.53716 1.03159 0.0241611 0.00580675 0.0183544 0.00502381 0.0133306 0.0029959 1.50789
internal_count=4633 4429 729 102 627 476 366 187 179 58 43 121 65 54 56 3700 321 188 3379 680 2699 945 678 232 63 169 71 98 50 634
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=17 8 8 5 4 12 2 19 12 22 22 9 20 0 20 21 7 2 18 7 18 18 20 20 8 6 17 23 5 16
split_gain=2.79821e-05 2.44021e-05 2.83868e-05 4.0483e-05 3.87288e-05 2.38319e-05 9.41312e-05 0.000106507 9.30711e-05 6.99715e-05 7.66383e-05 4.79832e-05 5.20982e-05 4.32685e-05 0.000191284 0.000104319 7.88639e-05 0.000121297 5.99514e-05 4.50133e-05 4.99055e-05 4.53277e-05 4.08498e-05 5.49724e-05 9.50445e-05 0.000165624 3.41515e-05 3.23254e-05 7.03151e-05 2.66406e-05
threshold=162.43086425485004 8.8430989333000021 8.7431769115000026 21.990725385850002 143.58239362595003 148.96091148645004 135.87377242040003 14.551174033150001 144.66294237600002 -0.101255 -0.122095 210.61272793875003 43.847983878700006 86.345209775600011 41.600558339100012 14.731151610350002 23.131311951800004 152.68195387130001 13.278511569200001 23.131311951800004 13.471502260950002 13.546420092050001 42.783136484500005 41.289992964000007 8.1436447804000007 16.455384477450004 189.90635174060003 0.10249000000000003 23.714185006400005 22.674946976100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 7 -7 9 10 -6 22 -13 14 16 18 17 -8 -15 -20 -21 -22 23 27 -25 -26 -18 -11 -29 -23
right_child=1 -3 3 -5 5 6 13 -9 -10 11 -12 12 -14 15 -16 -17 26 -19 19 20 21 29 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.016575948452884574 0.016632312303969991 -0.00067770074124614459 0.00082345884699554738 5.5867987423983294e-06 0.00024297161744949336 -0.0020274319345126839 -2.9849996048417033e-05 1.8162450946332498e-05 0.0014003064106668272 -1.3813150404338052e-05 0.0015803721249514268 -0.0014372397059706841 1.531823871904474e-06 0.00074181330408365433 -0.0020918467796753799 0.00145192897824112 -0.00012293019112918227 -0.0019224035868609544 -0.00098058832705287492 0.00051942208289238888 -0.0010189723268292884 -8.341723007912088e-05 -0.0008853166591890789 -1.0295392265527348e-06 0.0024377601611532125 -9.9620155584193842e-05 0.00054941066842926253 -0.001399330272146319 4.2571831685016493e-05 0.00066057904302779021
leaf_weight=0.0010183862438414284 0.0013979655709509533 0.5241955809903861 1.0122211122557012 1.5050971890837272 2.5120200251753775 0.51828996417334028 1.0008774356782524 0.50015125809295569 0.51169077348828196 9.0406566095932863 0.51658569574886914 0.50673715596284974 0.50000505894422531 1.0090540255262581 0.52802902715587574 0.51083205177549196 1.5063427481855494 0.51183295116643268 0.50806546465614921 1.5102855923178111 0.50427283176395477 10.567909499422399 0.51122978589740853 2.0032746226798621 0.51952488179267653 0.50956262423278531 1.5156601527731224 0.55961056536556231 0.85481137758688419 0.50424951078025593
leaf_count=401 33 193 34 38 494 84 19 4 82 259 115 42 2 29 329 245 12 107 170 22 8 1468 144 25 110 17 36 67 4 40
internal_value=-1.73864e-09 3.92814e-07 8.80387e-06 0.000334456 -1.18229e-05 -1.24084e-05 -8.48442e-05 -0.00102285 7.03784e-05 3.26435e-05 0.00047109 -5.58501e-05 -0.000722664 -3.74989e-05 -0.000290522 4.72524e-05 -8.07727e-05 -0.000670205 -1.88216e-06 -5.70819e-05 -2.12287e-05 -9.17631e-05 -7.89485e-06 2.53631e-05 0.000400233 0.00118135 0.000214277 -8.33632e-05 -0.000527911 -4.95341e-05
internal_weight=42.7855 42.7845 42.2603 2.51732 39.743 39.7416 21.1959 1.01844 18.5457 18.034 3.02861 15.0054 1.00674 20.1774 5.06274 15.1147 4.53471 1.51271 14.6038 13.5948 13.0867 11.5764 13.9987 13.4874 3.03236 1.02909 3.022 10.4551 1.41442 11.0722
internal_count=4633 4232 4039 72 3967 3934 2573 88 1361 1279 609 670 44 2485 503 1982 174 126 1737 1708 1538 1516 626 482 152 127 48 330 71 1508
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=23 15 7 20 20 3 14 19 18 22 21 10 2 21 22 10 19 10 20 15 15 23 5 21 20 22 15 22 6 6
split_gain=2.93634e-05 2.15642e-05 0.000163538 5.72522e-05 3.24476e-05 7.8858e-05 0.000262819 4.61316e-05 0.000139233 0.000127569 0.000298173 0.000807087 9.52427e-05 0.000128775 4.42626e-05 4.27849e-05 6.48265e-05 5.3534e-05 0.000233496 3.84537e-05 4.98287e-05 4.87345e-05 2.7889e-05 2.81628e-05 8.44077e-05 2.43892e-05 2.2323e-05 2.06729e-05 3.92463e-05 0.000140003
threshold=-0.53179999999999994 46.435439118750004 23.543468673550006 42.206017975500011 42.206017975500011 93.216908757050007 181.67250789200003 14.351157895250003 13.845746551550002 -0.066979999999999998 13.367933388000003 61.982402197500001 100.92170827030002 4.3702623492500008 -0.093604999999999994 61.923256118600001 14.251149826300002 62.014663695050011 40.621691032550004 38.86986296220001 36.548474543700003 0.077440000000000023 22.958759589950002 8.9448347342500032 40.858951393400005 -0.084259999999999988 41.54912092575001 -0.095854999999999996 16.395383075500003 14.055328400500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 7 19 25 15 9 12 11 -11 13 -9 -14 16 -2 18 -17 20 -6 -21 23 27 -25 -7 -16 28 29 -19
right_child=1 2 3 -5 5 6 -8 8 -10 10 -12 -13 14 -15 26 17 -18 22 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.017133415442008505 2.6563289448803131e-05 -0.0018280973757284727 -0.00038705651559598078 0.0011179884787189144 -3.1994445322251485e-05 -0.00035619051444680183 -0.0026300658701005663 -0.0001391147538334882 -0.0013620306282592387 -0.00046991012002872581 1.3662059142471989e-05 0.0049687322517608492 -0.0005213448793443253 0.002101795983848027 -0.00013829294531809432 8.0947078182599279e-05 0.001413701330196384 -7.2412317489064102e-05 -0.0023888942867389719 -0.00015118818725688092 -0.0010624306842796391 0.0012335734031933285 0.00072702802242042305 -0.0014858508096544025 1.0713182834291363e-07 0.00062732376884648382 0.00031524967544745706 -4.7519226805652489e-05 -2.7853670602781197e-05 0.0019540433828168428
leaf_weight=0.0010002519389392664 1.0006924431885895 0.51098884660207033 0.50454263367625507 0.50646657527859418 6.5312510873298386 0.50392060058191035 0.52098088529240838 0.50885654375087941 0.51502375783947307 0.5596698998000964 1.5136883832351484 0.53244713347976358 1.507376126324117 0.51695634952557157 2.0058711086103367 1.5054600797714752 0.50791108395723217 1.0027841046483228 0.51327747172034843 0.50058657926118122 0.50561535853091744 0.51624513013727835 0.50707015700280322 0.51203708302029127 1.5083506615701057 0.50462548228392579 2.3644014974770471 11.579957164642215 2.5007994196526653 0.51654227778630701
leaf_count=110 141 129 34 44 1275 54 381 31 107 57 34 53 50 52 16 46 18 412 74 13 37 56 80 198 104 40 28 797 21 141
internal_value=1.34483e-08 -3.87112e-07 -0.00037004 0.000366898 1.32478e-05 -0.000147982 -0.000806225 6.20212e-05 0.000239384 0.000326117 0.000922276 0.00218163 0.000101089 0.000990188 -5.40835e-05 -2.00822e-05 0.00049358 -5.85464e-05 -0.000547027 -2.2971e-05 -0.000106034 0.000551855 -4.14782e-06 -2.51891e-05 -0.000376487 0.00013591 0.000107082 2.03079e-05 0.000215684 0.000616544
internal_weight=42.7854 42.7844 1.522 1.01101 41.2624 9.58323 1.52953 31.6792 10.0243 9.50927 2.60581 1.09212 6.90346 1.02581 5.87765 21.6549 1.5086 20.1463 2.01874 8.0537 7.03687 1.01683 18.1275 17.6205 2.02039 1.00855 4.37027 15.6001 4.02013 1.51933
internal_count=4633 4523 207 78 4316 1856 475 2460 428 321 144 110 177 83 94 2032 159 1873 120 1381 1312 69 1753 1673 302 94 44 1371 574 553
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=8 14 8 5 9 18 7 6 17 9 18 16 7 18 23 7 22 17 7 21 12 21 22 16 20 0 7 19 7 7
split_gain=2.8633e-05 3.83997e-05 3.03084e-05 4.12868e-05 1.70973e-05 2.29074e-05 0.000272026 0.000141807 8.64922e-05 0.000367775 8.32527e-05 4.32854e-05 3.76343e-05 3.68641e-05 3.2488e-05 2.88367e-05 2.62431e-05 7.86165e-05 3.71281e-05 3.36505e-05 0.000133063 5.18563e-05 0.000147312 7.54067e-05 5.92975e-05 3.31334e-05 2.41223e-05 9.0882e-05 4.89782e-05 1.74934e-05
threshold=8.8430989333000021 144.12207640715005 8.7431769115000026 21.990725385850002 180.48474949425002 13.344136431100003 23.209106085000005 16.355382140900002 188.13858192940003 192.57902085675002 13.24088655595 22.674946976100003 23.299327580650004 13.023955459300002 0.087795000000000026 22.532843451200005 0.063030000000000017 205.96542837505004 23.432223030750006 2.3013353360500006 91.208648993800026 6.4653354687000002 -0.038374999999999999 22.564947233300003 40.330620469300008 98.031937268650012 23.543468673550006 14.451165964200003 24.673428656250003 25.070284486400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -6 13 -10 -11 12 -8 14 -9 -16 17 18 -14 20 -20 22 23 25 -23 -21 -26 28 -28 -18
right_child=-2 2 3 -5 5 6 11 8 9 10 -12 -13 16 -15 15 -17 29 -19 19 21 -22 24 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.016222401742033203 -0.00073445176190885806 -0.00041848964523570208 0.00084016441471518083 1.4143800111606257e-05 -0.0014923930500275575 -0.0023029332944958232 0.00057614327399891242 0.00049193124487518266 0.0030251689504505394 -0.00036578234371950212 0.00061533457103417875 0.00090831652456436021 -0.00066529210944976679 -0.00045892837019651271 -0.0004119922232118647 0.00017832012925132109 0.00050037666099033741 -0.0013295297591753583 -0.0006492089799226727 -2.9714352459401455e-06 0.0016257443065508801 -0.00092164261978766962 -0.0018894359929334738 -0.0013138341977145286 -0.00026247190160069749 -0.00084121206155300947 5.3896378584926714e-05 0.0015446031058148305 0.0010807603258432749 5.2709913449423441e-05
leaf_weight=0.0014574468070581706 0.52425612246091802 1.006572330978506 1.0119067934756452 1.5051710267085523 0.51911003293605062 0.52554387340559827 1.007582005611545 1.5087522514305911 0.52751478295533605 1.5149076375453598 2.0156370823266343 0.50815674172281333 1.0045850438164112 1.5127767861057462 1.4089443149439662 2.0053416708084058 1.0210984256527718 0.51319408477043182 0.50256105783260763 7.0182287381249839 0.52641707910598901 0.51357600346904764 0.5114877249026194 0.51169990474859606 1.0040077029261736 0.50551673344309644 5.0133907842309071 0.50967766839971762 0.51192000640151292 6.0142876697346184
leaf_count=36 204 1817 32 37 76 96 30 38 123 31 32 54 27 43 32 26 96 455 27 188 267 133 100 52 8 149 123 15 118 168
internal_value=3.62012e-08 9.14767e-06 9.70746e-06 0.000346218 -1.16053e-05 -1.03222e-06 -4.95012e-05 0.000120979 0.000200789 0.000562334 0.000194351 -5.95741e-06 -2.3365e-05 -2.71815e-05 0.000105488 -6.5279e-05 -4.68858e-05 -0.000108979 -7.44355e-05 -3.97818e-05 0.000514639 -7.52169e-05 -0.000243925 -0.000139182 0.000115703 -5.92924e-05 0.00019139 0.000266896 0.000149035 0.000117683
internal_weight=42.7853 42.261 42.2596 2.51708 39.7425 38.7359 27.7229 11.013 10.4939 4.05806 3.53054 27.1974 26.6892 6.43582 4.92304 3.41429 25.6816 18.6463 18.1331 17.1285 1.02898 16.0995 8.54693 8.03545 7.55257 7.52375 7.039 6.03499 5.52531 7.03539
internal_count=4633 4429 4393 69 4324 2507 2106 401 325 186 63 2010 1956 139 96 58 1926 1662 1207 1180 294 886 489 389 397 337 264 256 241 264
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=4 23 8 19 18 18 23 0 20 3 3 7 21 10 8 23 2 22 21 20 6 17 21 22 17 6 18 22 15 15
split_gain=2.33825e-05 0.000106564 2.49542e-05 2.89484e-05 0.000171629 0.000486778 0.000861472 0.000387264 6.95243e-05 0.000159751 8.16703e-05 0.000195649 6.49434e-05 0.00014293 4.75223e-05 0.000139905 0.000349788 4.61191e-05 4.0927e-05 7.97472e-05 0.000200516 4.96932e-05 3.54891e-05 2.50239e-05 0.000172406 6.49524e-05 7.31514e-05 4.70453e-05 8.8454e-05 8.77957e-05
threshold=143.58239362595003 0.093325000000000033 8.8430989333000021 14.351157895250003 12.722397935550001 12.880535946600002 0.10385500000000002 75.994645973400011 39.955516828000007 94.472418703950012 93.883646373400012 22.812602664350003 4.7516206878500009 62.095317438950012 8.543332867800002 0.085855000000000029 98.91243606750001 -0.60414999999999985 9.1670574189500034 40.767054867700004 16.305380972600002 197.26918533450001 3.3686516035500005 0.011900000000000003 174.47088669260003 16.285380505300001 15.079587624050001 -0.022394999999999998 44.483611103700007 45.793006327050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -2 9 -5 11 -10 13 -13 18 -16 -17 -7 21 -20 -21 -14 -15 24 -19 26 -25 28 -26 -29
right_child=2 -3 -4 8 5 17 -8 -9 10 -11 -12 12 14 22 15 16 -18 23 19 20 -22 -23 -24 25 27 -27 -28 29 -30 -31
leaf_value=0.024275624613288537 -0.014447838305588049 -0.015051020650746802 -0.00068701737847193039 0.0020806855448107123 0.0097114862213538173 -0.019354043499896681 -0.10009190406597518 0.073231433988256642 0.0019961758898085348 -7.6324032510370572e-05 -0.0011839673847308687 -0.0019427421809422776 0.00063699725899599635 0.00069296776840237597 -4.6273329596309415e-05 -0.00049406209766917513 0.0031999650585330707 0.03327308892972549 3.3751359476231018e-05 0.00039996817050119915 -0.0024006864215669475 -0.00017484605316769983 -0.00049250570156267391 -0.0011189834128089466 -3.7762604660288441e-05 0.0011967601220788278 0.00011423578036916471 -0.001688141404207107 -0.0013688462935752736 0.00017210342867555979
leaf_weight=0.0017716042700531833 0.0010134451219963861 0.0011275678616584628 0.52308705336525108 0.57285942639930343 0.0015407238054220276 0.0012371584463640719 0.0013324269893928431 0.0010016172786331545 0.52250556070613541 0.85702028179366607 0.5131717474029206 0.5165178519625887 1.509700972528661 0.50681942202663754 2.0021864374793954 0.50260111910756655 0.52314208714960841 0.0015474444091826403 2.5031973232980822 0.50624800982153295 0.51641766427472646 1.5061734364967376 0.50330788491828571 0.51639148570029192 19.118886346803976 0.50911215785750386 7.0174560692010886 0.51442867321608321 0.51262297781495192 0.50058885141672249
leaf_count=50 331 22 167 83 41 102 5 123 109 13 151 81 14 89 15 6 37 367 13 21 34 39 15 194 1806 27 482 117 71 8
internal_value=4.90158e-08 0.00898041 -5.59547e-07 7.93751e-06 -4.89599e-05 -5.10093e-05 -0.04121 0.0291345 0.000128333 0.000787849 5.06028e-05 0.00010513 1.60845e-05 -0.000589615 0.000112712 0.000440259 0.00138994 -4.68877e-05 -3.8898e-05 -0.000270228 -0.00101428 0.00023155 0.000102292 -4.60552e-05 -0.000104342 0.000103581 2.97074e-05 -0.000106844 -7.25202e-05 -0.000770701
internal_weight=42.785 0.00289917 42.7821 42.259 28.6972 28.6951 0.00287315 0.00201506 13.5619 1.42988 12.132 11.6188 11.0963 1.52665 9.56967 3.02793 1.02574 28.6923 6.54174 3.52586 1.02267 3.01587 1.01013 28.691 20.6481 8.04296 7.53385 20.6465 19.6315 1.01502
internal_count=4633 72 4561 4394 3674 3220 46 454 720 96 624 473 364 185 179 58 43 3174 121 68 55 53 104 3072 2369 703 676 2002 1877 125
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=16 4 18 23 7 7 15 9 3 21 5 9 18 7 18 7 0 19 6 22 16 19 18 7 2 22 6 14 22 22
split_gain=2.87903e-05 1.90398e-05 0.000103839 2.11661e-05 6.14927e-05 0.000169058 0.000101705 0.00011015 0.000412429 0.000264721 0.000145805 2.0499e-05 2.10441e-05 0.000283454 7.64379e-05 0.000111974 0.000232997 9.08078e-05 4.47079e-05 9.02676e-05 6.67529e-05 4.10191e-05 9.54775e-05 0.000130095 9.11961e-05 3.60722e-05 9.60294e-05 0.000226846 3.16586e-05 0.000216877
threshold=9.7049773055000017 143.58239362595003 13.063922652800002 -0.51222499999999993 21.442433661550002 20.179048202600004 16.453392729050005 177.59430306730005 76.190903416900014 10.738578069800001 13.153721664750002 180.48474949425002 13.317304170000002 23.156313609200001 13.204116077450001 23.164713644150002 86.692020874450009 14.451165964200003 16.525386113000007 -0.11534 22.674946976100003 14.351157895250003 13.055593598800002 23.209106085000005 161.07012613040004 -0.0309 14.745344522600002 287.24487179220006 -0.083834999999999993 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 9 -9 -8 -10 -12 14 -14 17 16 -16 21 20 -20 25 22 -13 -24 -23 28 -27 -28 29 -15
right_child=1 3 -4 4 6 -7 7 8 10 -11 11 12 13 18 15 -17 -18 -19 19 -21 -22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.014565732597074072 -0.0087703847575291097 0.013228127744486014 0.029416066708855989 0.0087999046240386392 -0.02940142459951663 -0.038798057967921906 -0.014538357389644783 -0.051185537253338034 0.03719913127860898 0.054894850221448958 -0.00044710434209574472 9.5335238531019123e-05 -0.0023259578274656763 -6.4476953327188876e-05 0.0028656359639070575 0.00015320405712208922 -0.00014699678304792819 -0.0012560295463580227 3.4531130584576943e-05 -0.0015898246147498952 0.0011720307455202884 0.0012063015868940662 -0.0020983461856949135 0.00016794259709215754 -7.7780284734440186e-05 3.4136268520417957e-05 0.0025577198265214415 8.29689655181305e-06 -0.00020903981174694842 0.0020518570785325314
leaf_weight=0.0013569708158119856 0.0016099038828362158 0.0012093978784041273 0.0012769230061167036 0.0015343309722362268 0.0011765269136095871 0.001452715883051384 0.0010335482810392696 0.0015741660313811625 0.0010537152998811852 0.0011714987271277677 1.0001645274107236 4.518688170983614 0.53003498804855453 8.0449349779905894 0.52503627529179586 2.509583707083948 0.50234270233249845 0.57278729154613106 1.0014323274698425 0.51963181591759067 0.50814884914870972 0.87572580121013777 0.5126925086180163 0.50063966899119805 1.5011986588229218 8.5272183434515991 0.53413769544840661 1.0070410380421888 8.5632928172648786 0.51523334861903514
leaf_count=592 52 109 20 423 336 270 290 155 50 141 31 81 110 623 70 17 15 133 27 66 52 59 41 5 27 228 86 75 389 60
internal_value=4.99128e-08 -4.12074e-07 0.00812053 -9.60079e-07 -1.33408e-06 -0.0143488 -3.32192e-07 4.76489e-07 -6.757e-07 0.0223502 1.20813e-06 2.91696e-07 1.10045e-05 -3.41095e-05 0.00012268 0.000513208 0.00139259 -4.01745e-05 7.46187e-06 -0.000520388 3.64472e-05 4.7881e-05 -0.000101398 -0.00097868 0.000395312 1.52259e-05 0.00016543 0.000891869 -7.30925e-05 6.29044e-05
internal_weight=42.7844 42.7831 0.00288683 42.7802 42.779 0.00298705 42.776 42.7748 42.7726 0.00220505 42.771 42.77 41.7698 29.7511 12.0187 3.53696 1.02738 8.48173 29.2211 1.52106 27.7 7.90894 5.53202 1.01333 2.37692 27.1919 10.0684 1.54118 17.1235 8.56017
internal_count=4633 4041 72 3969 3860 693 3167 2831 2400 431 2245 2195 2164 1716 448 102 85 346 1606 93 1513 213 127 46 86 1461 389 161 1072 683
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=16 12 13 12 2 19 12 6 15 6 6 23 18 22 22 20 23 21 13 12 6 3 15 9 20 21 20 8 20 5
split_gain=3.00651e-05 0.000175189 7.07393e-05 2.24617e-05 0.000117358 0.000143022 7.74364e-05 6.01249e-05 0.000263713 0.000193097 9.32853e-05 6.12166e-05 0.000136609 5.99415e-05 0.000275131 0.000130798 0.000207256 0.000399339 0.000139207 7.34918e-05 8.24025e-05 5.32941e-05 4.96004e-05 0.000114139 4.75333e-05 8.55046e-05 4.49035e-05 4.24288e-05 4.03453e-05 0.000133005
threshold=12.604970524100002 279.38363401210006 95.937628385050019 148.96091148645004 135.87377242040003 14.551174033150001 144.66294237600002 16.265380038000004 31.445204138150004 16.415383542800004 14.825346391850003 0.089345000000000022 13.258241318650002 -0.036264999999999999 -0.057599999999999998 41.489621506400006 0.096480000000000024 13.687513146100002 117.46680109370001 238.25888830085003 16.455384477450004 83.17551763980002 43.79812286300001 193.24048816455004 41.741384785950011 4.3143180605000007 43.182896969600009 8.543332867800002 42.206017975500011 21.990725385850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 -5 7 8 10 -9 21 12 -11 14 19 16 27 -18 -17 22 26 -4 28 -24 -13 -26 -21 -15 -6 -30
right_child=2 -3 3 4 13 -7 -8 9 -10 11 -12 24 -14 15 -16 18 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.033204119484655008 -0.023207534664482131 0.018282217101598219 -8.7559276885539561e-06 -0.0022819890265737826 2.48038093007683e-05 8.9214045223473339e-05 0.0012934342007639135 0.0021213096840923796 -0.0023054266159248603 0.0020001693680789779 0.0013159494032701606 9.4556835686557139e-05 0.00011656674046658194 0.0002440760182507004 -0.002412020235908828 -2.3332908171648337e-06 0.0037409494746838872 0.00033625014792109932 -0.0017658203820379447 -0.00059120855073521803 0.001619781909443938 -0.0010483744779185304 -6.1028673824596962e-05 -0.0018965073801488295 0.00026005851780592186 -0.0015796006473971895 0.0007376790710850495 -0.00075728432869777234 -0.0018483150959379977 0.00013016278206141817
leaf_weight=0.001504335936550521 0.0013132958187459512 0.0011787096328325138 10.024634686163909 0.51737015057434266 8.0329320932681245 0.50039076687994566 0.51126413061770648 0.51990383609442048 0.51739597643742818 0.51697962498914618 0.51696941434234567 4.4242871546751363 1.5086503975990124 2.5132061616780308 0.51734079152685453 3.5111794946914854 0.52442250545755076 1.0040867378411347 0.51303308450007623 0.51266659584161256 0.51558992946697668 0.5186053984790594 1.0039498879728519 0.51135705678575494 0.50213678801439676 0.50849231272006534 0.50449936416161534 0.50879968133722275 0.51265200315006954 1.0076764914654646
leaf_count=768 277 352 224 76 291 5 68 69 150 366 101 117 85 146 60 190 53 8 77 239 179 239 35 57 12 40 119 34 109 87
internal_value=5.99505e-08 -0.0105853 7.23805e-07 1.43626e-06 -6.66792e-05 -0.00111617 7.85181e-05 4.67592e-05 -9.88098e-05 0.000257943 4.41564e-06 0.00012809 0.000597298 -1.74417e-05 -0.000151831 0.000188164 0.000555447 0.00150438 -0.000227154 -5.90403e-05 0.000589924 -5.98931e-05 -0.000148908 -0.000680431 -4.6787e-05 -0.000665556 6.79002e-05 7.54821e-05 -6.45992e-05 -0.000536976
internal_weight=42.7845 0.00268305 42.7818 42.7805 22.7112 1.01776 20.0693 19.5581 11.5776 7.98045 11.0602 7.46055 2.02563 21.6934 13.1187 8.57473 4.55052 1.52851 4.02421 12.6013 1.53276 10.5432 11.0686 1.51531 5.43492 1.01063 1.01717 3.02201 9.55326 1.52033
internal_count=4633 1120 3513 3236 1765 81 1471 1403 714 689 564 620 451 1684 1176 508 241 61 267 1116 537 463 579 92 169 52 358 180 487 196
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=17 8 19 18 5 15 18 22 5 21 2 4 22 5 18 3 17 0 22 15 22 5 14 22 13 22 22 23 21 17
split_gain=2.66985e-05 2.05416e-05 3.60356e-05 5.66447e-05 0.000238614 4.69377e-05 0.000107986 7.54463e-05 0.000216433 0.000436144 5.37896e-05 0.000113729 3.54001e-05 5.45764e-05 9.89822e-05 3.59656e-05 7.18365e-05 3.56458e-05 2.7406e-05 0.000130548 5.63415e-05 0.000136692 6.21418e-05 4.77226e-05 3.50708e-05 3.58464e-05 7.4952e-05 5.07539e-05 5.67906e-05 3.49087e-05
threshold=162.43086425485004 8.8430989333000021 14.351157895250003 13.876389391100002 20.608876568850004 46.055224235250002 13.679220276500002 -0.066979999999999998 21.438877744300004 14.550451234850001 100.92170827030002 175.22798587345002 -0.093604999999999994 21.482549112100006 13.845746551550002 93.017962855400015 197.38773738110004 85.882794977150013 -0.033594999999999993 44.483611103700007 -0.083834999999999993 20.608876568850004 231.05614023745002 -0.087660000000000002 117.62810858150002 -0.027754999999999998 -0.0025899999999999999 0.10453000000000003 3.0344668838000004 183.32030055335002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 4 -4 7 -7 10 -9 -10 11 -6 13 -12 -15 16 -14 -17 19 20 23 22 29 -2 25 -20 -27 28 -28 -22
right_child=1 -3 3 -5 5 6 -8 8 9 -11 12 -13 15 14 -16 17 -18 -19 24 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.016284773804356088 2.0483751721422872e-05 -0.0006216408518382073 0.0022759691532987978 -0.00088050826123403083 -0.00037987732599729896 -0.0015822351334358554 0.00048180545620876627 -4.0799002059100036e-05 0.0035891645496338217 -0.00042008270711061963 6.9399067712140735e-05 0.0017314184657814761 0.0014146803391222411 -0.0019523725951080357 2.737146918550923e-05 0.00017677767764857108 -0.00027179877820301431 -0.00039647037396584945 0.0005983327279938961 -0.0017039734022047182 0.00025592196200160429 -0.0018457522534435699 -0.0012394874043139361 0.0010126756959975816 0.00088549778355364456 -0.0012091979618751834 0.0011133360465667521 -0.00092824927974129341 3.0823282128561581e-05 -0.00024534792510784778
leaf_weight=0.0010067216715289309 9.5471123701506428 0.52427526866659135 0.52303040052356387 0.52048941089248124 0.5089411377321047 0.50998266264674075 0.50394291492356302 2.0060087787496754 0.57889533743264088 0.51070767216970125 1.0011617744385106 0.51161393508664332 0.50763302109408381 0.51019113821615725 0.50009031593799591 2.3619954025925836 0.5026744105562102 2.0059556280102697 1.0054606594167896 0.51202355444447434 2.0059484228796229 0.52578600680004317 0.50801922683667289 0.51069798435507685 0.50546198317087565 0.50958657183438383 0.51802192196605723 0.50989530026836227 7.5183123269721071 4.519199083187547
leaf_count=401 1850 193 65 172 46 116 13 18 65 28 8 30 67 47 2 27 6 19 27 77 23 74 186 87 15 107 248 97 393 126
internal_value=7.5585e-08 4.58781e-07 8.17673e-06 0.000142494 0.000183318 9.58948e-05 -0.000556362 0.000153373 0.000575449 0.00170999 -1.98263e-06 0.000678535 -9.59656e-05 -0.000453861 -0.000972397 3.78855e-05 0.000575579 -8.64831e-05 -5.531e-05 -0.000129921 -8.41716e-05 -0.000290459 -0.000174188 7.08635e-05 7.26957e-05 3.18618e-05 -3.1033e-05 3.92175e-05 0.000100602 -9.12485e-05
internal_weight=42.7841 42.7831 42.2588 13.5633 13.0428 12.5198 1.01393 11.5059 3.09561 1.0896 8.41026 1.02056 7.3897 2.01144 1.01028 5.37826 1.01031 4.36795 28.6955 18.1288 17.6168 7.55895 7.03317 10.0578 10.5667 10.0613 9.05582 8.54623 8.03633 6.52515
internal_count=4633 4232 4039 729 557 492 129 363 111 93 252 76 176 57 49 119 73 46 3310 2423 2346 409 335 1937 887 872 845 738 641 149
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=16 16 18 5 9 21 20 10 15 22 22 17 15 22 2 12 18 18 21 23 19 3 23 23 22 23 6 2 0 22
split_gain=2.65239e-05 2.4766e-05 2.2396e-05 0.000151418 0.00429767 0.00432469 0.00191424 0.0022245 0.00178015 0.000119204 7.19576e-05 7.05258e-05 6.62146e-05 0.00274515 0.00146224 0.00195327 0.0018732 0.000303186 5.5121e-05 5.39737e-05 4.96707e-05 0.000131932 5.94379e-05 0.000103437 0.000107729 5.60548e-05 0.00011896 0.00036533 5.09669e-05 8.54699e-05
threshold=9.7049773055000017 22.834946602000002 13.988302431200003 18.946524085150003 205.22231928645002 2.4659823166500003 42.409092016550012 63.565904036300005 36.136500007950012 -0.099379999999999996 0.053690000000000009 199.89028782265004 32.99104187950001 -0.082275000000000001 82.092636011950006 94.177001085000015 13.24088655595 13.391483899700001 4.2092667883500008 0.10787500000000003 14.551174033150001 92.738363209800013 0.090465000000000031 0.088145000000000015 -0.14174999999999999 0.10249000000000003 16.465384711100004 210.71970372160004 86.345209775600011 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 19 5 8 9 -8 -5 -7 11 12 13 14 15 16 -2 -16 -13 -4 22 -22 23 -14 -25 26 27 -24 29 -27
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 18 20 -15 17 -17 -18 -19 -20 -21 21 -23 25 24 -26 28 -28 -29 -30 -31
leaf_value=0.014012937837809991 0.072218912461700993 -0.00066737673858541799 7.8050824711186444e-06 0.091439294416968686 -1.985323403770344e-05 -0.073511672343011675 -0.10006724285402145 0.073101623985219619 -0.033330638116100895 -0.098128579400421884 0.0012204868431507374 0.00011603207867942856 -5.424176842318886e-05 -9.2220466036497379e-05 0.0083064731181465498 0.092240061949174945 -0.064580690919435996 -0.05723326204840793 0.001589126549670028 -0.0010391543626475364 0.00010261031163852142 -0.0018594895867259033 0.0032976378133662207 -7.1272973805050125e-05 -0.0021303889772290039 0.00015054897171720054 0.00010282501312764668 4.0795923532915756e-05 0.00027949423370328126 -0.00074155694968650455
leaf_weight=0.0013507368546460388 0.0020400936897517017 0.54949035858151418 14.583233429531523 0.0025832805329347166 0.52505839866319803 0.0025024255342032129 0.0013291084962929753 0.0016787900776836229 0.0020516891278363758 0.0091952229799741048 0.52749474877450353 0.50466434669926374 9.0425439509300869 0.50383095765679886 0.0017363628355038995 0.0071897313620183922 0.0019651382991138135 0.0011892650450610141 0.51143205712400075 0.50961183621644579 1.0007878909236758 0.5211506232376929 0.52465957668164076 0.49976497143507004 0.51684723331644977 2.5082279227337168 3.5204994599870503 1.0025985906121198 3.5188681478066428 1.8780671235403756
leaf_count=592 38 101 1554 31 270 20 22 46 32 53 157 24 313 171 440 15 14 109 25 174 5 112 62 2 51 38 51 14 44 53
internal_value=8.86828e-08 -3.53736e-07 8.32489e-06 -8.66448e-05 -0.0017251 -0.0480194 -0.0745671 -0.00341698 0.0362094 -0.0928624 6.41637e-05 4.07652e-05 7.6394e-06 0.00112655 0.044613 0.0610636 0.00509917 -0.0183354 0.000857485 -2.75456e-05 -1.59826e-05 -0.000569263 2.06095e-05 -0.000161762 -0.00111813 0.000162238 0.000422571 0.00115962 -3.99476e-06 -0.000231421
internal_weight=42.7836 42.7823 42.2328 15.6372 0.544399 0.0193405 0.0147055 0.0030079 0.00463497 0.0116976 26.5956 26.0681 25.052 0.517952 0.0141206 0.011195 0.00400523 0.00292563 1.0161 15.0928 24.534 1.52194 23.0121 10.0592 1.01661 12.9529 5.04776 1.52726 7.90516 4.3863
internal_count=4633 4041 3940 2202 474 204 141 68 63 73 1738 1581 1532 787 616 67 52 549 49 1728 745 117 628 366 53 262 127 76 135 91
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=8 14 19 3 20 7 9 21 2 18 18 9 9 8 8 21 16 8 20 10 7 18 13 16 23 23 23 4 9 12
split_gain=4.09279e-05 3.79574e-05 3.46716e-05 6.02814e-05 0.000243863 0.000175792 0.000106955 8.29962e-05 0.000129794 5.34947e-05 0.000119634 5.7474e-05 5.29279e-05 0.00222973 0.000992687 0.000284844 0.000539062 0.000429952 0.000203369 4.32137e-05 2.40209e-05 8.6491e-05 0.000141147 2.81086e-05 2.47228e-05 0.000153474 4.56231e-05 4.14971e-05 6.47385e-05 7.61033e-05
threshold=8.8430989333000021 144.12207640715005 14.351157895250003 93.883646373400012 40.040404835300002 22.812602664350003 186.16747084260001 4.7516206878500009 129.01927736685002 13.360173059150002 13.204116077450001 204.89606367675003 184.36538191430003 8.0437227585500022 7.943800736700001 13.165437349500001 16.024962526700005 5.1459841250500009 48.109449608500007 62.057679025150001 23.164713644150002 13.037923179150001 117.62810858150002 22.634947069650003 0.10787500000000003 0.11458500000000002 0.10336500000000003 279.56682314525005 197.89372115420002 306.76722874735003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -4 -6 -5 8 -7 10 -9 19 13 14 15 17 -17 18 -3 -11 21 23 -23 -14 26 -26 27 -22 -29 -30
right_child=-2 2 3 6 5 7 -8 9 -10 11 -12 -13 20 -15 -16 16 -18 -19 -20 -21 24 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.016259278580979478 -0.00087863686449527216 -0.02509796424169651 0.0023357848409899557 0.00010087114372756023 0.0019206246019899495 0.00033562010690304627 -0.0015451274425787541 -0.00015017672308542104 -0.0019133709877491795 2.0685532234148621e-06 0.0011073474520589103 0.00051219218978567965 0.00029697332381599004 0.096131242005904699 -0.10014954988633203 0.00796284056578693 -0.082414957226241078 0.069229432740329361 0.022183320148416799 -0.00063659568685311529 -4.2098227814351343e-05 -0.0022362996979957933 0.00011506836921032383 -0.00027446229230176483 -0.0018625219663288119 -4.9137210362493925e-06 0.00096622841093894907 -0.00013466636021009488 0.0018505516495919108 0.00012328035091392796
leaf_weight=0.0014338204068512486 0.5235940688401034 0.0019976439889816122 0.52458146858378896 1.3619430222158815 0.52217825266407558 0.50237558946537209 0.55589603262669118 1.508420049969571 0.52455986789641429 3.5128951151795036 1.5176871087242032 1.5141812739781668 1.5083514800544926 0.0022286798193817967 0.0012070466661242563 0.0016613151390788491 0.0010949069387812954 0.0010417830957339183 0.0016704094979353018 1.5169231366780875 17.595013907137403 0.51673415226713693 0.50456095995815531 2.0050973145485216 0.50923509720601901 3.5127804535496767 0.50893030918218229 1.0023091989489812 0.51609384624726573 0.50437479907510152
leaf_count=36 204 1163 72 59 109 62 118 18 121 38 25 52 34 9 4 201 137 70 241 46 929 73 9 28 65 139 48 71 287 165
internal_value=5.89895e-08 1.09465e-05 1.14986e-05 0.000143259 0.000228824 0.000129422 -0.00037623 4.11585e-05 -0.000813167 0.000132833 0.000480511 -2.79414e-05 -5.07745e-05 0.00691567 -0.0160096 -0.00240655 -0.0279397 0.0125356 -0.00356635 -0.000190544 -5.34222e-05 -0.000264601 -0.00107463 -2.91404e-05 -1.37663e-05 -0.000240109 3.14649e-05 7.21496e-06 0.000436163 0.000996834
internal_weight=42.7811 42.2575 42.256 13.5616 11.6438 11.1192 1.91784 10.597 1.02694 9.57011 3.02611 6.544 28.6944 0.0109018 0.00867311 0.00746606 0.00275622 0.00470984 0.00366805 5.02982 28.6835 4.53474 1.0213 3.51345 24.1487 4.02202 20.1267 19.6178 2.02278 1.02047
internal_count=4633 4429 4393 720 543 471 177 362 183 179 43 136 3673 1825 1816 1812 338 1474 1404 84 1848 144 82 62 1704 204 1500 1452 523 452
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=8 14 3 8 19 15 7 19 18 9 7 23 22 17 9 20 14 18 7 6 23 20 22 10 6 22 22 22 9 8
split_gain=3.31337e-05 3.08315e-05 7.93649e-05 0.000590809 0.000138472 2.77103e-05 0.000145603 4.56861e-05 0.00013775 0.00014964 0.000568428 0.000169347 8.1232e-05 0.000182265 0.000151754 6.53521e-05 5.64329e-05 0.000135791 4.06773e-05 3.63219e-05 8.56443e-05 5.00518e-05 8.77911e-05 4.47154e-05 2.2491e-05 6.69509e-05 3.27188e-05 5.13728e-05 0.000269439 4.61997e-05
threshold=8.8430989333000021 144.12207640715005 76.190903416900014 7.1444245619500011 11.450923895500003 46.435439118750004 23.543468673550006 14.351157895250003 12.722397935550001 181.33671263215004 22.673598830200003 0.080375000000000016 -0.066979999999999998 191.20566072810004 201.16241229375001 40.890797847750008 185.69548234475005 13.304953393500002 24.068567769550004 16.405383309150004 0.09117500000000002 41.835830569250014 -0.084259999999999988 61.917879202350001 16.455384477450004 -0.079369999999999996 -0.095854999999999996 -0.059424999999999999 203.80256579455002 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 -4 10 11 -10 16 -14 15 -15 17 -9 -8 20 -18 23 -23 -21 26 -26 29 28 -28 -11
right_child=-2 2 5 -5 -6 6 18 12 9 24 -12 -13 13 14 -16 -17 19 -19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.014672223120033349 -0.00079032249100854587 -0.012326995423530303 0.026630845959175045 -0.075326261814600518 0.033962476560860724 -0.0017836001372276049 0.00092010902420733395 0.0018786805857074072 -0.019142717567371324 0.00013594437903866768 -0.077860580585322442 0.034700135561674748 0.0022354909419897906 0.00058212121969544088 0.001836095180545428 -0.00045562632696347083 0.0002664644058574458 -0.00010410413364602754 -0.00034914957679280301 -0.00033279120648016785 -0.0015717687049862875 -0.001575140491309357 3.7215769445464811e-05 0.00034269141825792081 -2.8868113085109831e-05 -0.00078639501224438829 -6.2442827280976643e-05 4.9621084327488241e-05 -0.0024838823572949794 0.0011631909172567225
leaf_weight=0.0014302244659977195 0.52387878970433988 0.0012486211282312057 0.0019358893907640553 0.0011192053593276005 0.0013395547735698767 0.51066828632768846 0.50725452084666833 0.52598989398393126 0.0011714105328850732 3.0170818059984801 0.0011626420631966755 0.0011651908702502642 0.5652140966340079 1.0125310326948245 0.51995106707977345 1.5145812075950287 0.51050459813734483 1.0060094311465944 0.50274372926008937 1.3592597458746238 0.50335799781987589 0.50832466113365482 1.0060568640702752 3.5123897249559377 5.0101696183333218 1.5208611475803007 4.0264350465364478 13.575921088434505 0.5187303629844936 0.51213040282296773
leaf_count=36 204 569 453 336 234 114 35 105 293 423 213 128 39 31 61 47 50 18 40 29 34 35 85 42 59 45 130 465 185 95
internal_value=7.25738e-08 9.87151e-06 1.03685e-05 -0.0146202 0.0116309 1.16522e-05 -0.000407474 2.73e-05 -4.33525e-05 -4.51847e-05 -0.0207232 0.00770705 0.000186056 0.000586207 0.000280274 -3.98349e-05 2.42256e-05 0.000576656 0.000288314 -9.01441e-05 -0.000646173 -1.86743e-06 -0.000503996 0.000154222 -4.26171e-05 -0.000205271 6.44913e-06 -4.78026e-05 -0.000338797 0.00028501
internal_weight=42.7806 42.2567 42.2553 0.00370738 0.00258818 42.2516 1.52067 40.7309 28.1868 28.1848 0.00349924 0.0023366 12.5442 3.61228 3.04706 2.52711 8.93189 1.532 1.01 7.39989 1.01386 6.38603 1.51438 4.87165 28.1813 6.53103 21.6503 18.1211 4.54517 3.52921
internal_count=4633 4429 4393 1139 803 3254 189 3065 2489 2036 634 421 576 178 139 78 398 123 75 275 84 191 120 71 1402 104 1298 780 315 518
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=8 14 5 19 19 18 8 5 10 18 17 13 17 0 17 15 21 19 22 21 20 6 0 8 18 21 9 22 7 8
split_gain=2.6824e-05 2.50303e-05 2.7005e-05 0.000126989 0.000313604 0.000131043 2.65274e-05 5.55078e-05 2.46795e-05 6.71499e-05 0.000250211 0.000120264 0.000144056 6.50004e-05 5.74933e-05 3.84695e-05 5.85047e-05 6.18852e-05 0.000104953 0.000190623 0.000364245 5.36465e-05 8.52709e-05 5.1645e-05 4.2172e-05 2.72247e-05 3.44953e-05 2.13966e-05 3.4226e-05 1.86211e-05
threshold=8.8430989333000021 144.12207640715005 13.153721664750002 11.450923895500003 11.950964240300001 17.142803710550002 8.7431769115000026 21.990725385850002 61.987779113750001 13.565012728250002 191.32023496460002 117.62810858150002 188.27285108100003 85.823648898300021 186.51219468755002 46.435439118750004 14.849677877150002 14.351157895250003 -0.066979999999999998 12.377125061300001 42.283941020600004 16.425383776450001 87.842680954300008 8.6432548896500023 13.304953393500002 11.241604453150002 186.16747084260001 -0.088274999999999992 23.623818563000004 8.3434888241000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 8 -8 9 10 11 -4 14 -10 25 16 17 23 21 20 -20 22 -19 29 -23 26 -13 -26 -29 -15
right_child=-2 2 6 4 5 -7 7 -9 13 -11 -12 12 -14 15 -16 -17 -18 18 19 -21 -22 24 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.013233547739784503 -0.00071092148821056908 -0.017144384156861529 -0.00156945669499186 0.063765507344704112 -0.027671258620787616 0.020957407198608922 0.00089593068892800044 -6.1878288217314753e-05 0.0011361398894888168 0.00039269179618653567 -0.0024429408102068263 4.387626275857229e-05 0.0016262716819541367 -9.1701692057456096e-05 -0.0011089121888759397 -0.00085558932632503245 -0.00103698640188485 -0.0015439041915397056 0.0037071202624337873 9.3087104317636938e-05 -6.1782927242211899e-05 0.0010394327125405924 0.00028748290106706242 -0.001037723699265224 -6.2590760321167322e-05 0.00042731626848075115 -0.00092498935336489125 0.0010504219453560659 -0.0001159520707099384 9.4179749623282346e-05
leaf_weight=0.0014273038756645864 0.52413500064832774 0.0014398747535707495 0.51004929277993127 0.0010419674842135282 0.0010810904528608992 0.0011369230453607757 1.0121321610931766 1.5043872765967021 0.51672549803511358 1.5142281809488549 0.52025229796946337 1.3557702998641588 0.51239737937248708 14.588496911895218 0.54942599162905015 0.51043937323829069 0.51587784918001744 0.5064058236639537 0.52325448310943856 1.5072443170356562 0.5028585890904651 0.50628617067923176 0.51056353498461249 0.51272013637384262 3.0085314290190577 1.0045932016339343 0.5041205300387902 0.5056285737664441 0.50072411737528455 8.5466014936622141
leaf_count=36 204 748 424 178 303 128 32 37 272 53 60 86 47 1060 20 62 128 19 62 18 15 43 49 45 35 26 14 64 24 341
internal_value=6.87914e-08 8.88781e-06 9.33512e-06 0.00758909 0.0185134 -0.00274488 8.49195e-06 0.000323348 -1.14496e-05 -0.000190135 -0.000368186 -0.000124879 6.27794e-05 2.33117e-05 -0.000171887 5.75125e-06 1.93904e-05 3.65712e-05 0.000275655 0.00080881 0.00186013 3.17695e-05 -0.000624467 -4.50331e-05 0.00017938 7.84051e-06 -0.000218733 7.09254e-05 0.000470077 -2.30331e-05
internal_weight=42.78 42.2558 42.2544 0.00469986 0.00325998 0.00221801 42.2497 2.51652 39.7332 6.47084 4.95661 4.43636 3.92631 33.2624 3.41391 32.7456 32.2352 31.7193 8.0715 2.53336 1.02611 5.53814 1.01697 23.6478 4.52117 2.86448 1.85989 4.01488 1.00635 23.1351
internal_count=4633 4429 4393 1357 609 431 3036 69 2967 730 677 617 193 2237 146 1965 1903 1775 329 95 77 234 68 1446 166 126 100 123 88 1401
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=23 12 15 16 21 21 7 5 15 19 15 22 12 16 3 6 3 9 21 22 22 22 10 20 19 2 0 23 22 21
split_gain=2.81533e-05 0.000196587 8.93994e-05 0.000154758 5.77956e-05 5.62735e-05 8.35931e-05 4.94717e-05 6.32781e-05 4.60918e-05 3.7277e-05 0.000314141 4.32237e-05 0.00175953 0.00293633 0.000623201 0.000468869 0.000749155 0.00029724 0.000130573 4.15363e-05 4.10901e-05 0.000103868 5.22671e-05 4.8631e-05 3.41434e-05 3.35628e-05 3.27522e-05 2.8596e-05 2.85672e-05
threshold=0.10487000000000003 165.75658866060004 42.076928760450009 22.654947022900004 15.833449912500003 5.2921303083500009 25.393368574200004 25.546339592900001 46.055224235250002 14.651182102100002 41.831907381600011 -0.06828999999999999 224.02444024760004 22.604947139800004 90.730084986350008 15.885371159150003 82.705037467000025 204.89606367675003 1.3367181581500003 -0.085550000000000001 -0.102645 -0.098419999999999994 61.928633034850002 39.955516828000007 14.551174033150001 166.17270395525003 86.420486603250012 0.10385500000000002 -0.099379999999999996 4.3143180605000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 -4 7 6 -3 8 9 10 12 25 21 14 15 16 18 -18 -14 -20 -16 23 -23 -1 27 -12 28 29 -25 -24
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 20 -17 17 -19 19 -21 -22 22 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0011769182377472398 -0.0020186574393282405 0.0017100978534770599 -0.002143087513501465 -7.8728644363882983e-06 0.0010895506751756295 -3.4438995300315227e-06 -0.00010938163865952726 0.0010014702119105366 -0.0010979187402760293 0.0009686904433293007 0.00027601616270690868 0.0025686725549253753 0.057965664900747942 -2.5223551773660032e-05 -0.079926065594855697 0.074321833419296532 0.017710922213460101 -0.1000129408092813 -0.031104806859128861 0.014254464693953615 -0.10007080798811807 -0.0014296462045814827 -0.00021716223988632591 0.0011772688656384667 -0.0010059580440985726 -0.00041488687934096327 2.2213721130506332e-05 0.00077885076258633738 0.0001150509028922911 4.2515999393846043e-05
leaf_weight=0.51607849935830863 0.53467448401562023 0.50950109044351455 0.51298397118240724 1.0034143993591442 0.51744152545607036 5.5207129583032604 0.50061129621096023 0.51056739109790683 0.50801130007165696 0.51140319287878711 1.3606450395036525 0.52721564103217033 0.0010595578141463814 0.50479616722424225 0.0013909459408874975 0.0010754383156381664 0.0010096376711512256 0.0011634887833622543 0.0010969340729299912 0.0015058333572021217 0.0038749476684500905 0.55150385231734489 6.0619768338323547 0.51355703386089502 0.50814973781962081 1.5080211909992867 5.0127662739794401 0.50605849235263534 0.50037978589534648 14.067199557964202
leaf_count=331 193 41 38 24 277 152 47 551 124 39 26 78 164 52 19 11 75 85 301 137 53 29 591 133 35 56 472 11 2 486
internal_value=7.95729e-08 -0.00016186 -3.84907e-05 -0.000730197 4.0718e-05 0.000122117 0.000808365 2.46045e-05 9.56815e-06 2.67936e-05 1.18113e-05 0.000325143 -2.51927e-05 -0.000931317 -0.038494 0.00437124 -0.00852024 -0.0453183 0.0133147 -0.00486216 -0.0947497 -8.60347e-06 -7.4849e-05 0.000211057 -3.95105e-05 -8.71827e-05 0.000128348 -1.57113e-05 0.000653062 -3.56871e-05
internal_weight=42.7798 8.5819 8.04722 1.5164 34.1979 6.53083 1.01011 33.6805 33.1699 32.6619 32.1505 3.39588 28.7546 0.516973 0.0121768 0.00691089 0.00583545 0.00217313 0.00366233 0.00260277 0.00526589 28.2377 21.6949 6.54278 21.1434 2.86867 6.0267 20.6352 1.01394 20.1292
internal_count=4633 495 302 62 4138 240 88 3861 3310 3186 3147 160 2987 897 845 773 762 160 602 438 72 2090 1152 938 1123 82 607 1088 135 1077
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=8 19 5 13 21 15 22 9 4 4 6 10 13 0 17 15 23 23 7 5 22 20 21 9 9 18 15 5 6 22
split_gain=3.02831e-05 3.09923e-05 6.7424e-05 5.12559e-05 4.89977e-05 0.000121407 7.1298e-05 0.000266229 6.2151e-05 0.000129819 3.83896e-05 2.85904e-05 0.00040231 3.92204e-05 3.49623e-05 2.87264e-05 0.000115939 4.37617e-05 0.000603461 4.1861e-05 0.000240209 2.80353e-05 8.97909e-05 0.000224729 3.59641e-05 9.14514e-05 3.27637e-05 8.26242e-05 2.52017e-05 2.71858e-05
threshold=8.8430989333000021 14.351157895250003 20.201591378100002 116.86189801435002 15.191342547400001 46.055224235250002 -0.066979999999999998 194.29956510785004 249.12803587805004 299.67482098205011 16.405383309150004 62.020040611300011 117.62810858150002 86.208098410950015 186.34046889365004 39.203018015350004 0.094385000000000011 -0.24748499999999998 23.960918281000001 20.872540794500004 -0.094409999999999994 40.300545846000013 3.5853494717000003 212.80230024750003 203.80256579455002 14.414681958350002 30.632308446700005 16.904667913650005 16.545386580300001 -0.124155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 5 6 10 -8 -9 -10 -5 12 -1 14 -14 17 28 18 -13 21 -21 22 24 -24 26 -26 27 -19 29 -17
right_child=-2 2 3 4 -6 -7 7 8 9 -11 -12 15 13 -15 -16 16 -18 19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0028975534755235118 -0.00075553232276629649 0.0012513213549331967 0.0010701952699896074 -0.00091437851630472855 0.0010003905605976643 -0.0014958578879352693 0.002550611529122301 -0.00032963477357022056 0.0017945822615252913 -0.00046199785197941585 -2.1088332810144591e-05 0.028563725866391679 0.00015052153087864983 0.0009282589709617954 -0.0007803565764624823 4.0272681562112456e-05 0.0016459683747932418 0.00011113789468762588 -0.071903570999028624 6.0691174516237282e-05 -0.0023639224319771629 8.885723335658371e-05 -0.0025233167613308276 3.5859196536674552e-05 0.00016716554996808866 -0.0014746481121994317 -0.00031073843819734339 0.0015039662993378397 0.00038519987866534195 -0.00085946553492509045
leaf_weight=0.51552925678007522 0.52397694910832981 0.51937275565151608 0.51198942584096485 0.51232076135897298 0.51932458620037003 0.51366997825618987 0.51964185538554319 1.5515687398619777 0.51400455681141444 0.50581534063076106 7.8926787956386306 0.0014315886202204929 2.0066417127080798 0.50613991486898147 0.50501524848181123 1.000309811038232 0.51360252502001902 2.5069482318047451 0.0010265810883961816 2.0021600629893306 0.51337550202764415 12.553310826201209 0.52161377834571188 1.0027839642515004 1.002412319610243 0.5128391425217792 1.0076854403505286 0.51306937925726614 1.0031204423357849 0.50554374060473173
leaf_count=462 204 88 57 53 59 144 48 15 28 16 221 98 121 10 18 13 50 310 127 146 109 1539 261 60 12 172 33 70 6 83
internal_value=2.63553e-08 9.39556e-06 0.000133977 8.94771e-05 4.94007e-05 8.27794e-06 7.54863e-05 0.000486146 6.8946e-05 0.000675352 -7.55382e-05 -4.94785e-05 -0.000315848 0.000125184 -3.66488e-05 -1.2073e-05 0.000277102 -5.15539e-05 -0.0133934 -5.00723e-05 -0.000434129 -8.33017e-07 -0.000160144 -0.000839832 2.67801e-05 -0.000388509 0.000183015 0.000347765 -3.11298e-06 -0.000261787
internal_weight=42.7789 42.2549 13.5604 13.041 12.529 12.0097 11.496 3.09103 2.57139 1.01982 8.405 28.6946 3.53333 3.0178 2.51166 25.1612 3.02258 22.1387 0.00245817 22.1362 2.51554 19.6207 7.06735 1.5244 5.54295 1.51525 4.0277 3.02002 2.50897 1.50585
internal_count=4633 4429 729 641 584 525 381 107 59 44 274 3700 611 149 139 3089 152 2937 225 2712 255 2457 918 321 597 184 413 380 102 96
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=16 23 12 21 0 23 5 15 4 15 7 15 5 23 23 6 22 9 22 5 21 23 17 0 7 21 13 4 15 18
split_gain=3.04888e-05 2.85565e-05 0.000148566 7.10282e-05 8.62291e-05 6.38193e-05 8.18072e-05 5.95198e-05 4.55763e-05 4.44498e-05 0.000238144 0.000554056 0.000163345 0.000113353 6.59304e-05 0.000139537 5.39778e-05 0.000171226 4.74354e-05 0.00012382 0.000182017 5.41433e-05 0.00012675 3.81001e-05 3.41282e-05 3.17376e-05 8.38738e-05 3.094e-05 6.57551e-05 2.99708e-05
threshold=9.7049773055000017 0.10487000000000003 165.75658866060004 5.0655779142000013 99.647700605050019 0.11458500000000002 24.148799123900002 15.840011140850001 141.79569928155004 38.86986296220001 22.093462376800005 28.094167143500005 22.127107789600004 -0.17949499999999999 0.096480000000000024 16.585387514950003 -0.047144999999999999 193.70978346765003 -0.095854999999999996 20.769304081650002 6.4178488307500006 0.086075000000000026 210.19483915710003 86.208098410950015 22.375171215700004 7.2436429957500001 117.39690118230001 312.24436677560004 43.376643616500012 13.713893333650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 -4 6 -5 -2 -9 10 11 13 -11 -10 16 -16 27 -18 21 23 -21 22 -12 -20 -22 26 -23 28 -14 -29
right_child=1 2 3 5 -6 -7 -8 8 9 12 18 -13 14 -15 15 -17 17 -19 19 20 24 25 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.015128730922501492 -0.02352294488148822 -0.0017765435372384516 0.0016393092211344788 -0.0017770370085698887 -0.00020675454792780666 -1.1210683616407163e-05 -0.00022080365912779634 0.017010758555493857 0.02016406252116959 0.001944622640776628 0.0019834415196362874 -0.085268561163269974 0.00012396631775291389 -0.024218218345100864 0.0019418612567174117 -6.9916971156504145e-05 0.00063602049525118918 -0.0019493561876182044 0.00085311728268856822 -0.0024163303125778741 9.3463078356370366e-05 0.0013742988747896005 -0.00025120445392210302 -2.8606310975848916e-05 -0.00072990041782051377 -0.00066634427549930493 2.5594664891437429e-05 0.0011269898439586524 -0.0010927907421294598 0.00018458115032129324
leaf_weight=0.0013320603494183505 0.0010719390088088634 0.53538546524927255 0.51200104100257671 0.5089827109841295 0.50022919387293296 5.5207060624592401 1.0042706052133212 0.0015826314895325258 0.0013340431635453856 0.52641092471321815 0.5148971815849227 0.0010898234521395656 3.5116498214243839 0.0010119914722610457 0.57731311189456824 0.85592314180280482 0.50521888321695196 0.51965059548587078 0.5054723963840172 0.52188355330560954 1.0007450972334484 0.51365524083858805 0.50059499063533919 16.086520248157761 1.0130055247605012 0.50733161724356879 4.506381603772752 0.50755409606385082 0.50844872363879279 1.0069538050681748
leaf_count=592 331 188 53 44 36 134 15 48 215 100 405 114 80 438 67 15 40 90 34 142 6 177 70 820 39 103 23 46 110 58
internal_value=3.8323e-08 -4.32776e-07 -0.000163531 -5.62024e-05 0.000727012 -0.000168912 -0.000744243 4.04974e-05 4.12361e-05 4.04507e-05 -2.52269e-05 -0.0263505 0.000238382 0.00101921 0.000126007 0.000740435 -8.24506e-06 -0.000674871 -2.17034e-05 -0.000101207 -0.000752042 0.00021072 0.000881855 -1.74474e-06 -0.000320725 8.74191e-05 0.000163595 0.000115197 -2.99251e-05 0.000500409
internal_weight=42.7786 42.7773 8.58158 8.04619 1.01223 7.03396 1.51325 34.1957 34.1946 34.193 25.6739 0.00343586 8.51912 0.00234603 7.99271 1.43324 6.55948 1.02487 25.6705 19.1276 2.53563 6.54286 1.01549 16.592 2.01375 5.52737 5.02004 5.53461 4.0201 1.51451
internal_count=4633 4041 470 282 89 193 59 3571 3240 3192 2586 767 606 653 506 82 424 130 1819 1041 187 778 475 854 45 303 200 294 190 104
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=16 16 13 15 7 20 20 0 21 19 5 21 9 6 9 8 9 23 14 13 4 20 9 9 22 22 6 2 5 10
split_gain=2.59893e-05 0.000175303 7.06418e-05 2.58957e-05 0.000151451 4.94225e-05 3.09255e-05 0.000105656 4.79964e-05 4.22974e-05 0.000108788 6.42074e-05 8.4852e-05 0.000279561 8.16691e-05 4.6309e-05 4.04155e-05 3.71513e-05 0.000117777 0.000111783 5.83644e-05 3.78657e-05 3.34014e-05 3.066e-05 3.60415e-05 9.35627e-05 2.94519e-05 3.57265e-05 2.26651e-05 4.61243e-05
threshold=12.604970524100002 10.424975621900002 95.937628385050019 46.435439118750004 23.543468673550006 42.206017975500011 42.206017975500011 86.103248543850015 4.6112647835500011 14.351157895250003 20.452758643300005 4.7516206878500009 192.39832633775004 16.385382841850003 195.46053662500003 8.543332867800002 197.89372115420002 0.10249000000000003 234.81814181430005 117.64961624655002 259.68081077110008 41.972095654800007 207.09414646890002 192.39832633775004 -0.083004999999999982 -0.087660000000000002 14.355335410100002 165.32923687280001 24.310960779100004 62.014663695050011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 -6 9 -8 -9 17 -11 14 13 -13 -12 16 -14 19 -19 21 -20 28 -22 -10 25 26 -25 -28 29 -4
right_child=2 -3 3 4 5 -7 7 8 23 10 11 12 15 -15 -16 -17 -18 18 20 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.01268465022350343 -0.023569440659249694 -0.039506803721821346 -0.00098557101926559885 -0.0018071011182707972 -0.00039486771208148744 0.0010038806373399917 -0.0015270761139864831 -0.00099826968433687296 -0.00076026739907227123 0.001638875897706614 1.7193987115859043e-05 -0.00053818547788186 0.0002727372362889365 0.0027622709039629768 -0.0013913332634217801 0.00064391911783806587 -0.0003292535108498417 -0.0016834835870319085 0.00055311961820737096 0.0015042112681619736 -0.001081575816745675 0.00085409707238465042 -0.00014296938988609561 -0.00061180352483989806 -8.0228896403299751e-05 0.0015801526135129904 0.00091625647709539331 -0.00027391267596192398 0.00063697005418911884 -1.4751314093126367e-05
leaf_weight=0.0014833401070073345 0.001271528210444183 0.0011367575942523695 0.5047446152314653 0.51084221613549985 0.5044065927766288 0.50602352005565976 0.52019100118870021 0.51586783877264331 0.50568267546953194 0.52229396194954247 1.9106866846250325 0.50191921164514475 2.5134851247275947 0.52517727591475705 0.52469199491298457 1.5187446415021666 2.0047563545631419 0.53134412030023925 1.0056177574737222 0.50899329302454788 0.50740200038615091 0.50533872242225442 1.4998394975467304 0.50331147572347679 6.0165693339673103 0.50926915956097296 0.50746110435039782 0.50143870461714357 0.50316440367438531 16.084940994402704
leaf_count=714 277 406 17 129 34 44 453 257 236 94 41 6 25 51 140 50 21 118 27 80 60 48 37 46 100 25 59 31 219 788
internal_value=4.14035e-08 -0.00995917 6.51429e-07 1.35209e-06 -0.000403827 0.000305626 1.62937e-05 -0.00014114 -6.15615e-05 6.39109e-05 0.000233767 0.000156512 0.000309163 0.00114941 -0.000286267 0.000166208 5.63226e-06 -1.47104e-05 -0.000310791 4.32429e-05 -6.87048e-05 9.87221e-07 -0.000380236 -5.00336e-06 4.25111e-05 0.000407825 1.30183e-05 0.000324724 -2.42344e-05 -4.42887e-05
internal_weight=42.7781 0.0026201 42.7755 42.7742 1.52127 1.01043 41.2529 9.57979 9.0596 31.6731 10.0218 9.49946 7.06408 1.0271 2.43538 6.03699 4.51824 21.6514 3.5442 18.1072 3.01286 17.5982 2.00724 8.54373 8.03805 2.02148 1.51221 1.0089 17.0929 16.5897
internal_count=4633 1120 3513 3236 207 78 3029 1207 754 1822 428 334 153 57 181 96 46 1394 242 1152 124 1072 97 497 261 161 136 90 1024 805
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=8 8 17 20 22 20 20 17 5 15 19 20 3 7 10 9 16 18 7 18 23 13 10 10 20 21 9 23 20 17
split_gain=3.58924e-05 2.75607e-05 5.07819e-05 9.4218e-05 2.02733e-05 0.000118998 6.74702e-05 6.23503e-05 0.000221498 2.75688e-05 2.22598e-05 9.07427e-05 7.73741e-05 0.000216023 6.51269e-05 4.95645e-05 9.16605e-05 8.00109e-05 0.000172588 4.51124e-05 4.35406e-05 4.09727e-05 4.04622e-05 0.000253819 2.97553e-05 7.68147e-05 7.65598e-05 5.05502e-05 3.16077e-05 8.7281e-05
threshold=8.8430989333000021 8.7431769115000026 188.85216786605002 42.498713093000006 0.18839000000000003 33.361153777850006 38.171717059500004 174.47088669260003 20.911722254300006 20.734744936600006 14.351157895250003 39.656620114300004 93.883646373400012 22.812602664350003 61.966271448700006 204.89606367675003 22.544947280100004 13.552878921100001 23.960918281000001 13.204116077450001 0.094595000000000026 117.67650082785001 62.020040611300011 61.966271448700006 40.300545846000013 4.8814716696000007 203.80256579455002 0.092485000000000026 41.559097512700014 189.90635174060003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -6 8 -7 -9 21 -12 13 -13 -15 17 -17 19 -19 -16 -21 22 23 -11 25 26 27 -24 -26 -30
right_child=-2 2 3 -5 6 7 -8 9 -10 10 11 12 -14 14 15 16 -18 18 -20 20 -22 -23 24 -25 28 -27 -28 -29 29 -31
leaf_value=0.030965382763406504 -0.0008227491647945696 -3.7946001711471025e-05 0.0018282773645892651 -9.9288738287992484e-05 1.4406291220267921e-05 0.049384188426913792 -0.0013058119444357358 0.00073455308972077376 -0.0067249722000976182 5.1187373620262864e-05 0.0010874129729632812 0.0020712543060113294 -0.0011697072051703537 -0.00061916105666241306 -0.00044473352198550506 -0.00021039163132878882 0.0016892859125445519 -0.0021355108876638185 0.00011693249727481018 4.8248399960828999e-05 0.00064864621556496769 0.00083098398584643984 -0.00010422369104379746 -0.002436586383129651 0.00018235112933653842 -0.0014007478184044062 -0.0012689417901007426 0.00095999734175580798 -0.0013644412467621186 -1.9864532695599089e-05
leaf_weight=0.001241537147143811 0.52367955505481845 1.5025006963801382 0.51424430138058574 0.50026910789392787 1.5515413270754455 0.0011294672781514128 0.51578112635132978 0.51023353411284134 0.0018657982591555877 2.00938461145175 0.87444217735804741 0.52190827146274799 0.51325508161375211 1.5169021242342768 1.0051154763059438 0.5037473669794108 0.51229832576404988 0.51406663265970554 1.0056360165208387 3.0106011463894902 2.0171411535729931 0.50688434211798394 3.5189873859003402 0.5152796737439046 7.5262002557011813 0.51798932190827951 0.51065362584527463 0.51116716065504864 0.5100365993010002 9.033674903510418
leaf_count=219 204 19 45 8 122 328 230 851 470 41 59 110 136 43 15 24 66 38 37 94 28 28 114 100 202 172 123 47 204 456
internal_value=5.00794e-08 1.02475e-05 0.000331145 0.000877771 -1.00787e-05 6.65424e-06 -0.000314978 5.63386e-06 0.0144329 4.48656e-06 -5.53902e-06 0.000106561 2.94343e-05 8.74565e-05 -1.52017e-05 9.17174e-05 0.000747441 3.50289e-06 -0.000644997 0.000166863 0.000289129 -5.89825e-05 -7.72806e-05 -0.000456563 -3.40082e-05 -0.000247016 -0.000115405 3.07574e-05 2.91183e-05 -9.17216e-05
internal_weight=42.7779 42.2542 2.51701 1.01451 39.7372 37.6698 2.06732 37.6686 0.00299527 37.6656 37.1554 11.9951 11.1207 10.6074 10.0855 8.56861 1.01605 7.55256 1.5197 6.03286 5.02774 25.1603 24.6534 2.52466 22.1287 5.0588 4.54081 4.03015 17.0699 9.54371
internal_count=4633 4429 72 53 4357 4005 352 3786 798 2988 2137 650 591 455 345 302 90 212 75 137 122 1487 1459 141 1318 456 284 161 862 660
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=23 18 22 21 0 13 14 0 22 9 17 22 3 21 23 15 9 6 19 9 23 17 20 20 17 6 18 19 20 8
split_gain=2.92714e-05 0.000240747 0.00161385 0.00109014 0.000694575 0.000666515 0.000118939 0.000107766 0.000111444 0.000416624 9.75398e-05 7.94682e-05 0.000132851 6.21638e-05 5.53567e-05 0.000304953 6.41096e-05 3.92635e-05 3.11414e-05 0.000109883 0.000238584 5.00438e-05 2.58714e-05 0.000119969 6.56982e-05 3.08551e-05 4.74511e-05 9.96321e-05 4.21295e-05 6.42574e-05
threshold=0.10249000000000003 12.854871756700001 -0.057599999999999998 5.1836832807500004 85.121961326250016 116.99094400460001 186.51427598835002 86.345209775600011 -0.086139999999999994 186.70853236170004 191.40027208745002 -0.013285 85.726864405600011 5.6297227860000012 0.096480000000000024 35.133229767950006 195.34352961910002 16.605387982250004 14.451165964200003 204.89606367675003 -0.029845 203.65799419860002 38.238138001450004 36.859113051050009 192.44445991605002 16.485385178400005 13.258241318650002 14.351157895250003 43.477771593600004 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -2 8 -8 -10 -9 13 -13 -12 17 16 -16 18 22 20 -20 -21 23 24 -3 26 27 -24 -28 -30
right_child=6 14 4 5 -6 -7 7 10 9 -11 11 12 -14 -15 15 -17 -18 -19 19 21 -22 -23 25 -25 -26 -27 28 -29 29 -31
leaf_value=0.04428382805108444 -0.0015626441317032683 -0.00056197352286021845 0.0042010308948109169 0.0025711056047441408 0.098070726446629189 -0.1000405540847603 1.0806820103197796e-06 0.0015334687858819843 -9.0999333198033387e-05 -0.0034073253024880625 -0.001141271903151478 -0.0002768458338930256 0.0020116231963070771 4.3019690115310969e-05 0.00025700415442764561 0.0026231515436225565 -0.0010409229169582631 0.00087105259650918632 0.00043643669839571182 0.0010600144788682252 -0.002597003168059758 -0.00034843842281698619 0.00018744586086126233 -0.0016318868790740474 0.0010487455005702207 -0.00016784537316735294 2.6737604296824126e-06 0.0017503988430168855 -0.00013335620999889016 0.0014589501652828045
leaf_weight=0.0014949574838444973 0.56020790319540914 0.5038145706080519 0.0011758707141338578 0.0010051310990504825 0.0023912722110139839 0.0017098762425263453 2.5100606247861919 0.51869776757671093 1.3570503421802964 0.52551387428844254 0.50728984722489023 0.50015692206399875 0.51474226451318827 3.5093588738556871 1.5042977482898534 0.5307257212547255 0.50943753913766499 0.51405583484309758 0.50880587515786857 0.50488112067190705 0.52869728978393415 0.50419993466609014 2.0079901776779319 0.51090386269103927 0.50913035191224632 5.5204467229977316 16.584051158585069 0.51181500178340389 0.50437951716235108 0.50939212587542215
leaf_count=228 102 172 171 118 17 48 54 111 18 60 61 54 26 85 69 96 112 130 45 23 155 34 71 153 174 163 1160 33 772 118
internal_value=6.20402e-08 4.72508e-05 0.0176394 -0.0242924 0.0671276 -0.0620524 -0.000144944 -6.50668e-05 -0.000435133 -0.00101674 0.000227814 9.32153e-05 0.000883833 -0.000106553 4.30107e-05 0.000490673 -7.13472e-05 4.6876e-06 -1.056e-05 -0.000386726 -0.00110936 0.000356263 1.77832e-05 -0.000382531 0.000247612 4.15767e-05 9.90438e-05 0.000504908 4.09288e-05 0.000666734
internal_weight=42.7779 32.2748 0.00777711 0.00420996 0.00356714 0.00271501 10.5031 9.94287 4.39262 1.88256 5.55025 5.03155 1.0149 4.01665 32.267 2.54446 2.01374 29.7226 29.2085 2.04658 1.0375 1.00908 27.1619 1.52385 1.01294 25.6381 20.1176 2.51981 17.5978 1.01377
internal_count=4633 4062 582 394 188 166 571 469 132 78 337 226 80 146 3480 277 181 3203 3073 257 200 57 2816 499 346 2317 2154 104 2050 890
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=8 8 5 23 18 0 22 20 5 19 6 21 20 22 23 9 9 15 2 19 2 4 22 21 6 20 4 7 6 15
split_gain=3.21626e-05 3.16023e-05 5.17988e-05 2.28746e-05 0.000147136 7.87706e-05 0.000128977 0.000196423 5.60131e-05 0.000186106 0.000229902 3.76789e-05 6.17937e-05 0.000177726 3.75916e-05 9.3523e-05 0.000319044 0.000118181 4.19653e-05 6.51381e-05 3.84563e-05 2.59104e-05 5.83167e-05 3.32798e-05 0.000118879 0.000176319 6.26864e-05 4.45491e-05 0.000260192 6.81401e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 0.10487000000000003 13.900697602550002 86.345209775600011 -0.086139999999999994 40.250747516500006 13.039146929800001 11.450923895500003 8.0101871567500016 12.156412995750001 42.546237522150008 -0.072755 0.10336500000000003 179.11733629770001 74.737174262250008 23.340124910500005 219.56639384385002 14.451165964200003 210.71970372160004 169.30632827135003 -0.096559999999999993 12.575665986150002 16.455384477450004 42.498713093000006 274.52314445175006 23.109894804950002 16.495385412050002 39.203018015350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -5 -8 9 -1 -11 12 13 -7 15 16 17 -10 20 -20 21 22 -17 26 25 -25 27 28 -23 -29
right_child=-2 2 -4 4 -6 11 7 -9 14 10 -12 -13 -14 -15 -16 18 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.020512484858775677 -0.00077874182767720434 0.00090631977050548054 -1.8766649761573447e-05 1.9402061615368601e-05 -0.0017864951736482446 -0.00024965987322514709 4.0684099907236312e-05 -0.0027385139580131316 -0.015317704581138914 -0.00058226509890015889 0.055299884901216345 -4.5005583591977464e-05 -2.2919981557572199e-05 0.002391458466705272 0.00087264009961387839 0.0012067441799642788 -0.061067282092662427 0.025891536111878766 0.00014683261711763285 0.0014077237892140243 -0.00088607135246326614 -0.0024414322392592859 8.421359387075604e-05 0.002397679587027403 -0.00043596614342535951 -0.00023611629074794311 -0.0011734090724316558 -6.8663210243624556e-05 7.6183735845928582e-05 0.00063370293830812823
leaf_weight=0.0012687765817934694 0.52374918471964704 1.0125598092054127 1.5048076470762053 2.0107878340660936 0.5217048370482712 0.50474084208144643 0.50373800293891224 0.51357551654456302 0.001625954273747174 0.0015919091465500558 0.0013695899607836237 2.5036155772977509 0.9999281835516739 0.51449749169842118 0.51438401129976696 0.50968119312665283 0.0011018273160759446 0.0012166499999661795 2.0167916675535493 0.51416673683744019 0.50578050429333998 0.52286281099791354 5.0318862827370614 0.51426976879577713 1.0094887374213071 0.50256775917534213 0.52242049770783339 16.069842652387972 1.9102470924400448 1.5111486525762519
leaf_count=703 204 34 38 50 266 14 11 38 304 460 108 17 5 27 35 80 430 127 303 131 61 86 162 55 34 22 112 637 48 31
internal_value=8.12047e-08 9.73499e-06 0.000353331 -1.20324e-05 -0.000162297 -5.00783e-05 -0.000444809 -0.00136235 2.62772e-05 0.0115325 0.0252613 0.000214202 0.000535601 0.00108354 2.47398e-05 1.07361e-05 -0.0153864 0.00232007 1.26864e-05 0.000402984 -2.18407e-05 -6.28763e-06 0.000187457 -5.38726e-05 0.000332763 0.00109594 -9.20217e-05 -6.37946e-05 -0.000464839 -8.29234e-06
internal_weight=42.7774 42.2537 2.51737 39.7363 8.07259 7.55088 3.0281 1.01731 31.6637 0.00423028 0.0029615 4.52278 2.01917 1.01924 31.6595 31.1451 0.00394443 0.0028426 31.1412 2.53096 28.6102 28.1044 5.54157 22.5628 2.02633 1.01684 20.5365 20.0141 2.43311 17.581
internal_count=4633 4429 72 4357 428 162 99 49 3929 1271 568 63 46 41 2658 2623 861 431 1762 434 1328 1267 242 1025 111 77 914 802 134 668
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=8 15 7 13 10 5 21 19 22 15 2 12 23 7 21 6 10 21 23 20 6 6 2 12 21 6 22 6 13 15
split_gain=2.60392e-05 2.61106e-05 0.000131513 5.86801e-05 0.000211239 8.75739e-05 0.000105787 3.74082e-05 5.84902e-05 0.000204024 0.000411067 5.89062e-05 5.76619e-05 5.64775e-05 4.87599e-05 8.40762e-05 8.79014e-05 5.45973e-05 0.000132698 3.59728e-05 2.67414e-05 7.45879e-05 2.52754e-05 8.13312e-05 4.21868e-05 1.87793e-05 0.000142437 2.84781e-05 7.69628e-05 0.000105034
threshold=8.8430989333000021 46.435439118750004 23.543468673550006 95.937628385050019 84.92839234085001 13.039146929800001 5.3499444300500008 14.351157895250003 -0.066979999999999998 37.491361913600009 102.91212950120001 110.24393346510001 -0.51222499999999993 23.543468673550006 12.575665986150002 16.425383776450001 61.993156030000002 0.54612131245000006 0.083395000000000011 42.206017975500011 16.465384711100004 16.445384243750002 206.22726210890002 251.26407571030003 14.202008575100001 16.455384477450004 -0.077085000000000001 16.245379570700006 117.49368567500001 42.80317728375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 12 11 13 -11 -9 -7 -10 15 -13 17 -17 -19 -4 21 -18 24 -24 25 27 -27 -14 29 -29
right_child=-2 2 19 5 -6 7 -8 8 9 10 -12 14 22 -15 -16 16 20 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.043568690833483199 -0.00070051348633179032 -0.0017057785159313031 -0.00033428582798447127 0.043612727400722695 0.0088784435731162972 0.023865054818016811 -0.0020620127016155883 0.0010680107224212041 -0.00037628155723294784 -0.00029868483963628131 0.003575011339413531 -0.0013892592704409169 -5.2071592723807505e-05 0.00059101683071149979 0.0003960585310076612 -3.9603722832782189e-05 3.511403886494045e-05 3.0229559627921716e-05 -0.002261179536882465 0.00085941978461983963 2.6542873760756245e-06 0.0015231949944631902 0.001343221435484097 -0.00044358865182094333 -0.00095895958478269352 -3.5984686014085124e-05 -0.0017910946031158917 0.0019977660309119338 -3.8386330337153202e-05 -3.7610629327405666e-05
leaf_weight=0.001346636734599926 0.52400160448611544 0.51073847698058017 0.50427543674399877 0.0010154058859377082 0.0017870450270951127 0.0010090105475367697 0.0010129434977896035 0.51551602426024956 1.5074857049112322 0.54565780190750934 0.55013602111853288 0.51822698558646418 18.108920797290804 1.0066942897233273 2.0132473972430915 0.85494929210108228 1.0020652652965507 0.50118310514517339 0.50981282024667962 0.50553550966650107 2.5093019486275807 0.50738587896830711 0.50853882030189845 0.51043224505601026 0.5112312223812826 4.5050640045843506 0.51528612298882936 0.51396837043907628 2.510909611290117 0.50035739480517805
leaf_count=338 204 114 32 106 874 101 173 87 29 4 129 80 1053 20 38 7 65 9 35 43 57 27 146 314 88 250 127 53 26 4
internal_value=8.82754e-08 8.77679e-06 -0.000398087 2.39651e-05 -0.0136597 2.50179e-05 0.0208031 2.39831e-05 0.000167657 0.000507344 0.00164608 3.03634e-05 -3.99467e-05 1.10311e-05 -3.31956e-05 -0.000168164 -6.06305e-05 -0.000627825 -0.00112525 0.000263312 0.000202723 0.000535317 -4.08025e-05 0.000448156 -5.91431e-05 -4.18846e-05 -0.000216128 -1.45026e-06 0.000258588 0.000993734
internal_weight=42.7771 42.2531 1.52055 40.7325 0.00313368 40.7294 0.00202835 40.7274 12.5417 3.60997 1.09579 8.93169 28.1857 2.51418 8.41617 6.40293 5.8847 1.86595 1.011 1.00981 4.01875 1.50945 28.1847 1.01897 27.1657 26.6545 5.02035 21.6342 3.52524 1.01433
internal_count=4633 4429 189 4240 1212 3028 279 2749 587 182 133 405 2162 49 318 280 200 51 44 75 149 92 2061 460 1601 1513 377 1136 83 57
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=0 10 19 9 7 16 7 23 14 0 8 21 23 13 0 6 4 2 16 8 13 15 4 12 9 15 14 23 9 9
split_gain=9.99917e-05 0.000738763 0.000385383 3.98541e-05 0.000334003 0.000541567 0.000266069 2.17969e-05 9.03801e-05 7.76272e-05 0.000123876 9.80704e-05 8.34785e-05 7.10186e-05 0.000313833 5.44631e-05 2.71049e-05 6.12678e-05 5.11501e-05 6.53796e-05 3.28807e-05 2.88325e-05 6.72449e-05 4.504e-05 3.00196e-05 0.000109524 6.88088e-05 0.000117613 9.96495e-05 5.89277e-05
threshold=83.479313408550013 58.309968391300011 14.351157895250003 179.11733629770001 22.398098708400003 19.134955254150004 24.040556609400003 0.10249000000000003 186.51427598835002 86.345209775600011 8.543332867800002 4.9790488931500008 0.10821500000000002 117.67112391160002 86.681267041950008 16.505385645700006 300.18666296715008 207.58106365020004 22.634947069650003 8.4434108459500017 117.59047016770002 43.376643616500012 275.83115341155002 208.33288250865004 197.47612518640003 38.86986296220001 201.79193169965004 -0.078164999999999998 193.49750438550004 198.73585755510001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 13 -9 12 11 -11 -10 16 -15 -14 17 21 19 20 -18 22 23 24 25 26 28 -28 -5 -26
right_child=3 -3 -4 7 6 -7 -8 8 9 10 -12 -13 15 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.019900878417290851 0.0013375883554288175 -0.06683876663921548 0.053996637886296418 0.00010395012619931127 0.048910927784133439 -0.091988919810382666 -0.011842419194936029 -0.0013576819254531717 -0.0012412530711326001 0.0013448402869695949 0.0016716466948267482 -0.00010521654534670297 -0.00060280688124076558 0.0026816243422712318 -0.00033007376404637327 0.0001919708297839418 0.001102218651223184 -0.001108349254788225 0.001229678850837781 -0.00085147771599549847 -3.7791624207128488e-05 -0.00074086905875008174 0.0011535085880352014 -0.00093554059336725486 -0.0008008585362136284 0.001569258693769649 0.00010003193999749772 -0.0017644609225025689 0.0015493189001868669 -1.4220219333377696e-05
leaf_weight=0.0014316174510897719 0.0016284409418153506 0.0017048360467329937 0.0013918251507192281 6.0243072051388005 0.0012831324871400498 0.0010058524144369585 0.0016450619577353092 0.5606445735556197 0.87431522275801299 0.52017081545459731 0.51593836422369665 4.5128075173830347 1.5115274040140252 0.52799945964821304 1.0037821785190315 2.0070927978604232 0.51095441870110681 0.50317779343572411 0.51033723040044687 0.50921154254702994 0.50114754518836691 0.50903858086624154 0.51243630481016822 0.50799862379426386 1.0085164666497402 0.52447745808876867 1.0010830696757356 0.51103166349335261 0.51801515845277979 17.080852494085974
leaf_count=338 275 334 28 198 202 22 715 85 43 109 41 143 39 98 19 30 420 11 97 95 21 67 119 13 38 64 21 92 121 735
internal_value=9.51894e-08 -0.014859 0.0165271 1.66831e-06 -0.00846229 -0.0342973 0.0147796 2.76918e-06 -0.00012236 -5.26975e-05 0.000195929 4.46504e-05 -0.000366748 4.35005e-05 0.000708047 -0.000149449 1.0378e-05 -1.46082e-05 0.000363356 7.27411e-05 0.000537737 4.90914e-06 1.86198e-05 -2.7797e-06 1.49883e-05 0.000169052 7.78755e-05 -0.000530089 0.000218393 -5.80768e-05
internal_weight=42.777 0.00452828 0.00282344 42.7724 0.00556249 0.00263429 0.00292819 42.7669 10.5025 9.94185 5.54892 5.03298 4.39294 32.2644 1.53178 3.51862 30.7326 28.7009 2.03165 1.52131 1.0121 28.1978 27.6887 27.1763 26.6683 8.57891 8.05444 1.51211 6.54232 18.0894
internal_count=4633 700 366 3933 1214 297 917 2719 490 405 293 252 112 2229 117 69 2112 1479 633 536 441 1468 1401 1282 1269 496 432 113 319 773
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=0 5 7 9 20 7 7 8 8 17 2 23 12 20 2 5 15 10 6 23 21 15 15 21 20 13 23 23 10 21
split_gain=8.35282e-05 0.000651414 0.000736403 3.34264e-05 0.000304742 0.000173011 0.000309024 3.09141e-05 2.58511e-05 4.37365e-05 0.000106625 2.27833e-05 0.000155129 9.45131e-05 7.5902e-05 5.84767e-05 4.38306e-05 3.17711e-05 9.94141e-05 8.32726e-05 8.0969e-05 6.4217e-05 8.43529e-05 5.46829e-05 6.99271e-05 0.000140807 6.50092e-05 2.54312e-05 5.03064e-05 2.94204e-05
threshold=83.479313408550013 30.133297129900004 20.714163848350005 179.11733629770001 41.772405911750006 22.398098708400003 24.040556609400003 8.8430989333000021 8.7431769115000026 188.85216786605002 77.002902305750027 0.10487000000000003 165.75658866060004 34.515670600900002 147.79312796670004 13.039146929800001 42.33967733730001 62.041548276350007 16.405383309150004 0.082855000000000026 14.849677877150002 42.33967733730001 40.726271367500011 5.7892729308500011 41.037275035300006 117.67650082785001 0.092895000000000019 0.11231500000000003 62.068432857650002 3.1734339793000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7 8 11 -10 -11 13 -13 -5 -14 -15 27 18 -17 -20 21 22 -19 24 -21 -26 -25 29 -29 -16
right_child=3 -3 -4 7 5 6 -8 -9 9 10 -12 12 14 15 16 17 -18 20 19 23 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.0080614474688436143 -0.056864016063488947 0.030640035554696493 -0.10001885821913102 0.022402965056565388 -0.019959518261985425 0.060145920722961856 -0.0096552922269911162 -0.00076348573840248266 -1.9729562605411755e-05 -0.00020589235562161863 0.0018449259175701172 -0.0018132675836043948 0.0011413484959444495 0.018834097537480072 9.2389506614268859e-05 -0.0011372121047982767 -0.00060292111254541458 -4.8078173206232647e-06 0.0015308049599188401 0.00029122787330974247 -0.0012729485143426387 -0.0011081707342572228 0.0012968398616357163 0.00020132992279214606 -0.0019585285540117759 0.00039171723970342137 0.001124680096364453 0.00072785131786014918 -7.3607683886036006e-05 -0.00098957760204775361
leaf_weight=0.0012371291043050672 0.0010283064006865522 0.0018894096462295229 0.0012854301564716453 0.0018881570461911626 0.0018306665731170069 0.0011082897790208046 0.0014828976494933518 0.52046511269271079 1.5026737661343923 0.50182431383655035 0.51234968833819039 0.52890196444984372 0.50599042716032716 0.0016535464583665718 0.50061027073316922 0.51171186087662945 1.5162151790116523 22.633519483863726 0.51483441595203405 1.4068784564883574 0.51103335805474515 0.51223396163712465 0.50906431508485539 3.0140323175832187 0.51549438945153248 0.50429598393861852 1.0207331914035007 1.0083520253847376 3.5071458196286254 0.5046700654472065
leaf_count=383 467 179 138 58 237 141 369 112 18 8 45 131 8 356 16 63 51 1190 100 28 70 123 26 57 46 11 33 17 117 35
internal_value=8.78633e-08 -0.0137586 -0.0470134 1.50709e-06 -0.00782941 0.00357363 0.0201997 2.50506e-06 1.19419e-05 0.000322736 0.000830159 -7.74688e-06 -0.000157716 3.04918e-05 -4.16318e-05 2.91574e-05 -0.000126693 2.8175e-05 0.000208154 0.000306837 -2.75929e-05 -6.88469e-07 2.38244e-05 0.000209314 -0.000165802 -0.00079631 0.000434923 4.09696e-06 0.000105365 -0.000450779
internal_weight=42.7764 0.00441197 0.00252256 42.772 0.00545016 0.00442185 0.00259119 42.7666 42.2461 2.51685 1.01417 39.7293 8.07189 31.6574 7.54298 31.6555 7.03699 31.6538 7.48798 6.97627 24.1659 23.6548 23.1426 6.46143 2.42667 1.01979 4.03477 5.52078 4.5155 1.00528
internal_count=4633 700 521 3933 1214 747 510 2719 2607 71 53 2536 375 2161 244 2103 236 1747 338 275 1409 1339 1216 175 85 57 90 185 134 51
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=8 19 15 20 18 5 5 5 20 22 17 8 22 0 22 7 7 17 23 23 6 0 3 20 15 7 7 23 2 23
split_gain=3.35671e-05 3.38827e-05 5.79906e-05 0.000129284 6.26558e-05 0.000133693 4.42673e-05 0.000204929 0.000333579 8.5002e-05 8.18889e-05 0.000122878 7.30673e-05 5.36702e-05 8.70383e-05 2.94477e-05 2.68416e-05 0.000157327 2.88815e-05 0.000121694 3.35246e-05 0.000158365 8.68501e-05 0.000183355 3.27312e-05 3.20909e-05 2.40839e-05 3.06548e-05 3.76551e-05 2.16072e-05
threshold=8.8430989333000021 14.351157895250003 46.055224235250002 43.022303514600004 13.876389391100002 20.608876568850004 21.482549112100006 22.217208590350001 40.408647214050006 -0.092614999999999989 192.44445991605002 8.6432548896500023 -0.093604999999999994 86.345209775600011 -0.096559999999999993 22.812602664350003 23.164713644150002 186.51219468755002 0.10787500000000003 0.11458500000000002 14.845346859150002 87.261973998100004 83.613736315050019 36.859113051050009 41.54912092575001 24.414825394400005 22.791048179400004 0.10087500000000002 103.92649527695001 -0.083149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 -4 5 -3 13 8 -8 12 15 -12 -9 14 -7 -11 17 26 20 -20 22 24 29 -24 -22 -21 27 28 -1 -18
right_child=-2 2 3 -5 -6 6 7 9 -10 10 11 -13 -14 -15 -16 -17 18 -19 19 25 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.782967088670401e-05 -0.00079588817281129893 0.0018121731368437408 -0.0017064425880310128 0.00054804662919841836 -0.00088052399918321753 0.00023516927517120125 -0.00020205110358109511 -0.0015709128620821841 0.0033980089706254976 0.00021143697196813083 0.0021297678305187881 0.00023737489120936661 0.00013151670083888571 0.00011602085424335981 -0.0016175237030249482 -0.00045647719452322419 -0.00061107789788742914 -0.0019100972185883257 -0.0016985211869355557 7.9148142193001943e-05 -0.00017182717717633051 0.0018854942210109545 0.00043010055072716775 -0.0022408199873922641 0.00036975875906914584 -0.00078194269571107272 -0.00070914988133685588 0.00074906978271188271 -0.00087732149914698354 5.3422329695450571e-05
leaf_weight=2.5025122792200984 0.52333586537299126 0.52101260006747629 0.51175130193930118 0.50572738632084224 0.51545544393016562 0.50333500102897233 0.50284555009966403 0.50805072867973422 0.52726467720640358 1.9093480295050578 0.52157643544160226 1.0028820658844777 0.50043415278195957 4.0102253667428158 0.51101608651515362 1.0088961752626344 0.50768654632010601 0.52076875736519124 0.50955141625727707 3.0064825299778026 2.5086149753901292 0.53703735420524701 0.50746168703291283 0.52079849280227231 2.010017467137672 0.50557695386154877 0.50426393118224933 0.50712859832803348 0.5069055423134764 13.538086765538402
leaf_count=132 204 65 125 36 140 12 12 42 50 37 45 11 2 97 35 20 285 207 75 30 24 193 40 396 46 127 42 37 712 1354
internal_value=7.64791e-08 9.93518e-06 0.000140198 -0.000585872 0.0001991 0.000245371 0.000174423 0.000347126 0.00164065 0.000102689 0.000290828 0.000884836 -0.000726127 -4.83507e-05 -0.000698192 -1.94745e-05 -5.16253e-05 -0.000274666 -9.68313e-06 -0.000254341 3.91957e-05 0.000262033 -3.55416e-05 -0.000922681 6.90858e-05 -4.48098e-05 -6.28477e-05 2.98305e-05 -9.13713e-05 2.94039e-05
internal_weight=42.7761 42.2527 13.5598 1.01748 12.5423 12.0269 11.5059 6.4813 1.03011 5.45119 4.4427 1.52446 1.00848 5.02458 1.01435 2.91824 28.6929 4.54158 24.1513 4.02161 20.1297 5.05567 15.074 1.02826 4.51863 3.51206 4.02081 3.51655 3.00942 14.0458
internal_count=4633 4429 729 161 568 428 363 219 62 157 113 56 44 144 47 57 3700 1130 2570 232 2338 263 2075 436 70 157 923 881 844 1639
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=16 8 19 0 3 12 13 8 5 13 5 23 18 15 12 7 13 18 17 22 6 7 17 16 16 8 15 22 22 20
split_gain=3.22527e-05 2.71396e-05 2.76846e-05 0.000950344 0.00105476 0.000349572 0.000127274 0.000311578 5.63275e-05 5.62958e-05 5.59071e-05 8.22957e-05 6.00378e-05 0.000301283 0.000384048 8.93513e-05 5.63223e-05 0.000114509 8.84848e-05 0.000132852 3.17177e-05 5.21748e-05 0.000129564 0.000326798 3.10363e-05 6.51113e-05 5.49047e-05 3.66068e-05 7.10804e-05 0.000200841
threshold=9.7049773055000017 8.8430989333000021 14.351157895250003 85.398872513700013 94.383699585650007 197.98050398640004 97.873318238950006 3.1475436881500003 20.201591378100002 116.86189801435002 20.852055640250004 -0.093130000000000004 13.360173059150002 40.292677025400003 102.11013250220002 23.209106085000005 117.54207792135001 13.565012728250002 197.02652249450003 -0.08725999999999999 16.455384477450004 23.322419822750003 185.54770736950005 22.574947209950004 22.644947046300004 8.3434888241000014 41.831907381600011 -0.095074999999999993 -0.059424999999999999 40.099856909850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -5 -4 -10 11 -11 13 14 -12 -14 17 -17 -18 -20 24 22 -22 -24 26 -26 27 -8 29 -29
right_child=1 -3 8 6 5 -7 20 -9 9 10 12 -13 15 -15 -16 16 18 -19 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.015625716467300207 0.089612466601142915 -0.00071592745627215145 0.0011479202503395399 0.0044529172149909658 0.035474128798674572 -0.042452031313054195 0.00029938209138825309 -0.061422439978196852 0.0011132375113219813 0.00023849589357429168 -9.2847071884252823e-05 -0.001567801651171874 -0.0013758689127125845 -1.222421565082549e-05 0.0037645021498991823 0.00040261346317295601 -8.0837214984865805e-05 -0.0017139053762407716 -0.00018166045076156953 0.0021042219129156639 -1.1950586102083646e-05 -3.3267377383913905e-05 0.00034025303192225992 -0.0032454398857620134 -0.00025653896402678174 0.0013486462229527828 -0.0010437886403806839 -0.0022893702901998873 4.265989430640262e-05 -0.00012450094701422544
leaf_weight=0.0013209223755471502 0.0024889220877504824 0.52359392616513289 0.51895682813584088 0.0018975826773299344 0.0011283124720490954 0.0011753046100336645 3.5298881333594414 0.0011550241444372878 0.51211447414504974 0.50137069472839357 0.50358009199407916 0.50759169029083639 0.51112787898083301 4.4286336094868268 0.52951798216872703 0.50706261300763322 3.5058491250320003 0.51549110023643152 0.500939445418222 0.51628918267610746 1.5044198260534352 4.5085264829325666 0.50255902282117382 0.51427789478078267 0.50386295426414907 0.5069485611759319 0.50990806293741897 0.51631303764914305 13.567100024734964 2.5207782693360672
leaf_count=592 14 204 88 485 484 138 614 347 57 7 34 39 43 157 63 74 33 43 33 58 26 47 8 35 24 20 63 149 495 159
internal_value=8.83581e-08 -3.94178e-07 8.47305e-06 -4.71716e-05 0.0444796 -0.00428377 -5.46102e-05 -0.0204725 0.000126228 8.55658e-05 4.35552e-05 -0.000670221 0.000106079 0.000346498 0.00188425 -0.000110722 5.88397e-06 -0.000664369 0.000157411 0.000978527 -5.24373e-05 -0.000236995 -0.000601303 -0.00147326 7.47561e-06 0.000548504 -1.90153e-05 6.93776e-06 -5.5233e-05 -0.000492534
internal_weight=42.7759 42.7745 42.251 28.6924 0.00479254 0.00230362 28.6876 0.00305261 13.5585 13.0396 12.5275 1.00896 11.5185 5.46173 1.0331 6.05676 5.54563 1.02255 4.52308 1.01723 28.6846 7.02978 2.52126 1.01684 21.6548 1.01081 20.644 20.1341 16.6042 3.03709
internal_count=4633 4041 3837 3108 636 622 2472 832 729 641 584 46 538 254 97 284 241 117 124 91 1640 116 69 43 1524 44 1480 1417 803 308
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=15 7 22 20 0 18 21 0 5 5 0 5 22 4 18 13 10 22 7 5 21 16 16 6 23 23 20 21 22 9
split_gain=3.15384e-05 0.000137734 4.99479e-05 3.50456e-05 8.61948e-05 4.16133e-05 0.000120804 8.36714e-05 0.00019546 8.34178e-05 6.60886e-05 5.79613e-05 0.000120474 7.55499e-05 0.000247611 6.42333e-05 0.000101844 7.14478e-05 4.91149e-05 5.72778e-05 4.15641e-05 4.05812e-05 0.000129005 0.000100316 6.52125e-05 5.31563e-05 4.55221e-05 3.90578e-05 0.000111383 2.96852e-05
threshold=46.435439118750004 23.543468673550006 -0.082484999999999989 42.206017975500011 86.103248543850015 13.900697602550002 8.9448347342500032 87.261973998100004 19.688300142250004 20.201591378100002 86.904409066750006 21.363989181350004 0.0041150000000000015 210.68108846220002 12.947178517500001 117.60660091645001 61.923256118600001 -0.091149999999999995 23.164713644150002 21.191508333600002 4.6112647835500011 18.874955862150003 20.629951758200004 14.385336111050002 0.098510000000000028 0.087245000000000031 39.117456157700005 14.136086967800003 -0.086139999999999994 192.39832633775004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 21 9 -9 -1 11 18 13 14 -13 27 17 -17 19 -11 -6 23 -23 24 -7 -24 -27 28 -15 -22
right_child=1 2 -4 4 20 6 -8 8 -10 10 -12 12 -14 15 -16 16 -18 -19 -20 -21 29 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013502541207546419 -0.0017854395426083452 0.0009318884363610369 -0.0004746790977182573 -0.0014024799980374178 -0.00095006343535827429 6.3130108377440567e-05 -0.0015714638147087162 0.00018660730227850354 0.0024270139705217554 -0.0011108085430224541 -0.0010736874257978887 -0.00021441006049501604 0.0016354762993643721 8.7845679044932761e-05 0.0025545249532465814 -0.00059729500296455402 -0.0011709558413653604 0.0010851657266339055 5.6902608556418723e-05 -4.5357846974701264e-05 -0.00076816552305508233 -0.0017619906295439397 0.00089058611240438741 0.0014307693933430486 -0.0011016238723487992 0.00030888493416361923 -0.0010350358929848095 -0.00011012064744033615 0.001277815324750711 2.0411677501846093e-05
leaf_weight=0.50761083738759438 0.51072370419889423 0.50570636443717376 0.50414484139545812 0.52042970344047113 0.51667231244079737 8.5254031424018422 0.51868685044378793 1.5095655262015761 0.5247785449136585 1.0146586554383292 0.50835762733504353 0.8586794770460574 0.56213071692647432 3.5035466867666045 0.51764995066071295 0.50323652695000476 1.0177784367697311 0.50639568354381503 3.0029898711072747 1.0036738881590281 0.50751016994690701 0.52808604890228084 0.50515640673665974 0.51619929240790163 0.50940936785683177 0.50175125112946239 0.50644247918080509 3.006946222825718 1.0143089031802501 8.0368632255173491
leaf_count=36 129 36 42 475 485 777 297 46 102 35 15 167 111 83 111 35 22 16 14 13 637 133 58 159 181 11 52 29 24 302
internal_value=1.14769e-07 -0.000447141 0.000229692 1.65997e-05 -0.000150976 6.72927e-05 -7.83827e-05 0.000157481 0.000764542 8.7024e-05 4.93497e-05 8.39248e-05 0.000207778 0.000134341 0.000827011 3.45379e-05 -0.000465042 0.000246568 -0.000199497 -0.000580983 -7.90943e-05 -1.1577e-05 -0.000416276 7.49234e-05 -2.54216e-06 5.33139e-05 -0.000366202 0.00016914 0.000355007 -2.64274e-05
internal_weight=42.7755 1.52057 1.00985 41.2549 9.58148 31.6734 12.1111 19.5623 2.03434 17.528 17.0204 16.512 11.4907 10.9285 1.37633 9.55221 2.02741 1.00963 5.02132 2.01833 9.06105 11.5924 2.04144 9.55101 9.03481 1.51335 1.00819 7.5248 4.51786 8.54437
internal_count=4633 207 78 4426 1899 2527 1668 859 148 711 675 660 598 487 278 209 73 51 62 48 1424 1371 254 1117 958 121 63 136 107 939
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=16 15 21 19 22 22 13 20 8 15 15 3 5 15 10 16 16 18 17 18 5 7 23 21 19 13 21 16 15 6
split_gain=2.64368e-05 2.54813e-05 0.000136758 3.03208e-05 0.000199499 0.00090331 0.000991035 0.000603819 0.000477208 0.000304244 0.000221901 0.000130763 0.000473614 0.00012791 8.37524e-05 2.76249e-05 5.4123e-05 8.69941e-05 0.000143439 5.88919e-05 0.000191211 5.78069e-05 5.07338e-05 4.51028e-05 3.7756e-05 5.73493e-05 4.76033e-05 0.000263822 6.08313e-05 4.45953e-05
threshold=9.7049773055000017 46.435439118750004 15.294585115650001 14.651182102100002 -0.15022499999999997 -0.16164499999999998 117.57433941890001 39.262923716450011 8.1436447804000007 40.292677025400003 25.186533201700005 76.190903416900014 11.452575093200002 21.881081380950004 62.907231794400012 22.624947093000003 22.614947116400003 13.037923179150001 197.26918533450001 13.304953393500002 21.191508333600002 22.929105819350003 0.088565000000000019 13.687513146100002 14.551174033150001 117.54745483760001 5.3499444300500008 22.664946999500003 40.726271367500011 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 10 14 13 12 -6 -9 -10 16 19 -18 -19 20 22 -21 -13 -23 26 -26 27 -17 -29 -28
right_child=1 2 -4 -5 11 -7 -8 8 9 -11 -12 15 -14 -15 -16 24 17 18 -20 21 -22 23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.014164097309485169 -0.041583049416329086 -0.0017248596214213875 0.00027755992432865786 0.00077713675652983617 0.021204357684771989 -0.075247483157192652 -0.080570980936596759 -0.001780158095251721 0.051016529873079156 0.0956101379984272 -0.035782983760636676 0.00050117131074353183 -0.072809241663352745 0.04347730611632375 0.01057107519257121 0.0025703194320419458 0.00011950142599175211 -0.0023667904670044699 1.0740027626785498e-05 -0.0010970415715585232 0.0021430750435671771 -1.4487139824556839e-07 -0.00091489385570666054 -0.00095299965159683752 0.0003452953857513514 -0.0011297243399718546 0.00045185848686413838 -0.00093984996233983052 0.00043742269225877659 -4.9318987802612762e-05
leaf_weight=0.0013177270167180613 0.0017016436096447853 0.51638772515779763 1.0046047063471517 0.51482301550180309 0.0010978359738728133 0.0019463348506072982 0.0013446442265102896 0.0015028363384139709 0.0010167342416025349 0.0011126936724394909 0.0011522394844807327 0.50561769671546108 0.0010467792024320063 0.0010684878682947208 0.0010313129700065815 0.52028585911579917 1.0020810618116223 0.5143832789961349 0.50081794787911349 0.50775697288969368 0.52596742991363044 24.66148824539993 0.50640802244197403 0.50697653972302603 0.50262920198201821 0.55426144053728876 2.5174317832443176 0.50991326376932 0.86419635309334808 6.023698603294303
leaf_count=592 224 187 20 70 255 215 115 276 19 11 98 43 130 137 58 52 12 33 22 124 312 1242 17 87 31 42 41 37 45 86
internal_value=1.22462e-07 -3.13886e-07 -0.000402276 1.45065e-05 4.86879e-06 -0.0129536 -0.000744425 0.0117572 0.0249417 0.0535182 0.000684592 8.64787e-06 -0.0246834 0.0170261 0.0306498 9.94821e-06 -4.16941e-05 -0.000541475 -0.00119391 -4.6473e-06 0.000596413 -4.06505e-05 -0.000207414 -1.93385e-05 0.000141303 -0.000428244 0.000198985 0.000652492 -7.36643e-05 9.83992e-05
internal_weight=42.7751 42.7738 1.52099 41.2528 40.7379 0.0118769 0.00993059 0.00858595 0.0068843 0.00316074 0.00372356 40.7261 0.00214462 0.00257132 0.00204805 40.7239 29.2315 2.01728 1.0152 27.2142 1.53799 25.6762 1.01203 25.1685 11.4924 1.05689 10.4355 1.8944 1.37411 8.54113
internal_count=4633 4041 207 3834 3764 1153 938 823 599 88 511 2611 385 413 77 2226 1892 67 55 1825 372 1453 60 1329 334 73 261 134 82 127
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=8 8 5 9 18 9 21 7 15 20 15 18 10 16 2 10 5 15 21 3 18 9 4 3 7 20 9 20 20 20
split_gain=4.15635e-05 2.33577e-05 5.91439e-05 1.92573e-05 0.00101423 7.25206e-05 3.39463e-05 0.000158442 4.57283e-05 0.000111645 3.24316e-05 0.000139838 7.91767e-05 8.70628e-05 7.78698e-05 8.35264e-05 4.30334e-05 6.62236e-05 3.20188e-05 4.40899e-05 3.87708e-05 3.2069e-05 2.91476e-05 3.58736e-05 2.68346e-05 2.38447e-05 8.83197e-05 5.23827e-05 3.30669e-05 6.14163e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 186.70853236170004 12.854871756700001 185.62570708695003 15.399605826300002 22.343045670750005 46.055224235250002 43.182896969600009 40.856592954650004 12.917213570250002 61.987779113750001 22.654947022900004 156.09660346185004 61.944763783650011 23.967536448650005 42.076928760450009 12.575665986150002 93.499196860750018 13.278511569200001 201.40496258350001 274.52314445175006 91.496295553550013 22.929105819350003 36.558960102350007 202.38851837455002 38.238138001450004 38.474425342400004 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -6 10 -10 11 -9 -13 18 -12 -16 17 -17 19 20 -14 -20 24 -24 -22 26 -26 -27 -29 -30
right_child=-2 2 -4 4 6 -7 -8 8 9 -11 14 12 13 -15 15 16 -18 -19 21 -21 22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=4.2584870931236348e-05 -0.00088597632502873083 0.00089741000713000466 -9.1223592370322964e-05 -0.064009464259615137 -0.031532879061911989 0.0013114343285349187 -0.00083235203491812196 0.017984408154671158 -0.0017102700664172066 0.0003854946031910962 0.0013515616218779823 -0.00064252889548268818 0.00057500566716956565 0.0013025245412358235 0.001299780515931089 -9.561181867888862e-07 0.00020234435070007046 -0.0013947785310649619 0.00059572374166102799 -0.00097374928694415669 -0.00075437957568872771 -0.00032637201075722737 1.0576710492177776e-05 -0.0011759465039344478 0.0014381824672525276 -0.0010374440294443723 -0.00017764177727695314 0.00053957092060038223 -0.00080500798193968055 -4.1284367935971211e-06
leaf_weight=3.8785290993082251 0.52289917350487414 1.0124450751050056 1.5040633803073431 0.0024777292110290663 0.0015949858479790127 0.50963187074275662 0.51660375001976788 0.0043056979629935146 0.51457769371995243 0.50231615607600943 0.55898965545998081 2.0172118498094305 1.0133899850925576 0.50901133786282926 0.51527056167469698 1.0101875058348921 2.5087693266621045 0.51448443890166107 1.5093261069117172 0.50575115894025557 0.503086255159931 0.50281516675006477 0.51211696477390478 0.50715993270205217 0.51026845016633204 0.51770272220353319 1.0035876102516135 1.0075049999524015 1.0144470079300223 17.064060550930584
leaf_count=1957 204 34 38 17 19 63 85 8 130 28 32 33 37 43 44 33 21 83 51 15 12 64 461 41 78 114 57 21 85 725
internal_value=1.10784e-07 1.10768e-05 0.000306525 -7.63448e-06 -3.21632e-05 0.000189946 -2.76782e-05 -1.57425e-05 -1.42991e-05 -0.000675023 5.57367e-06 -3.57429e-05 -3.84466e-05 7.22629e-06 0.000237744 0.000100867 -5.22934e-05 -0.000471287 -1.79663e-05 -4.98876e-05 -3.01337e-05 0.000365301 -5.72205e-05 -0.0005798 -3.25842e-05 -1.53887e-05 0.000366997 -4.49177e-05 -1.79957e-05 -4.90685e-05
internal_weight=42.7746 42.2517 2.51651 39.7352 35.347 4.38816 35.3445 34.8279 34.8263 1.01689 33.8094 28.7017 28.6974 26.6802 5.1077 4.54871 4.03344 1.52467 26.1712 24.1591 23.6533 2.01214 22.6399 1.01928 21.6207 21.1176 1.51386 19.6037 19.086 18.0785
internal_count=4633 4429 72 4357 2337 2020 2320 2235 2216 158 2058 1845 1837 1804 213 181 137 116 1761 1646 1631 115 1594 502 1092 1080 135 945 831 810
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=8 22 5 5 10 22 22 7 10 18 0 17 7 21 15 22 20 20 0 21 21 10 16 0 15 22 6 22 0 6
split_gain=3.36464e-05 1.91252e-05 0.000122186 0.000940912 9.13564e-05 0.000102864 7.22881e-05 4.20624e-05 0.000147806 9.85019e-05 3.58492e-05 0.000159344 0.000960655 0.000317964 3.71945e-05 0.00014855 3.67023e-05 3.36585e-05 0.000123487 3.92833e-05 0.000161256 5.28562e-05 0.000139663 7.52991e-05 6.44125e-05 4.28739e-05 8.80208e-05 6.41704e-05 0.000342902 0.000103496
threshold=8.8430989333000021 0.0041150000000000015 13.477720021600001 13.252098438300001 79.728914316550018 -0.09280999999999999 0.055540000000000013 23.131311951800004 66.859265246100009 15.079587624050001 100.01333091085002 179.03071761140004 23.781511574300001 0.7788365504000001 46.055224235250002 -0.086139999999999994 43.735142172100005 42.206017975500011 86.345209775600011 4.7516206878500009 5.0192588681500014 61.987779113750001 22.724946859200003 86.420486603250012 39.558912554250007 -0.051199999999999996 16.465384711100004 -0.079369999999999996 86.09518316945001 16.265380038000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3 -8 -9 -10 11 12 13 -4 16 -16 17 19 -19 21 -21 22 -13 -23 -25 27 -27 29 -29 -22
right_child=-2 6 10 -5 5 -7 7 8 9 -11 -12 14 -14 -15 15 -17 -18 18 -20 20 25 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.013140238275622119 -0.0007969175086877258 0.0012882902018251409 0.056789150848832272 -0.10004830705635195 -0.002451683624790606 0.040543261429110751 -0.00077334535294857763 0.0017651003606469621 -0.0013235759650101532 0.00011289883793144 -0.00085750592107687097 -0.0019795379791143672 -0.093438801634352628 -0.01201988003684545 0.00061469563096816276 -0.0017991479287195536 0.00085145625681714784 -0.0016922307854655306 -7.3746936177004918e-05 0.0013727972850987136 -0.00091599138576968541 0.0011747117590909454 0.0001067603674855612 -0.00013676502539489998 0.0010211102274753716 0.00019934168232899451 -0.00081084751484853496 1.1239052684822561e-05 0.0028870176173692286 0.00017560274186031305
leaf_weight=0.0012619521215809183 0.5231864370870899 0.51565528809158045 0.001013002126467588 0.0010379366755373098 0.001041851868783751 0.0011943537043844787 0.55420575700237407 0.51572429338284465 0.51222097339828909 7.014624106625921 0.5069777111833379 0.51286107933540026 0.0012400083942125661 0.001992446105768441 0.50581677788336776 0.51404660461591578 0.51191384400100304 0.52014663008260242 5.0316728091286969 1.0140191602577022 1.0145777134864378 0.50756704582529799 0.85712911288646865 9.0420171157563747 0.50740916243472689 2.0079162968836513 1.5120902118656614 2.0057574390884851 0.52267520848479865 6.0351184937717335
leaf_count=213 204 249 234 23 553 243 152 36 101 377 243 54 21 357 117 92 195 99 255 27 130 17 22 311 61 28 25 21 86 87
internal_value=1.01876e-07 9.97124e-06 -2.53093e-05 -0.0164365 0.00837194 0.0205118 0.000138273 6.92925e-05 0.000127358 1.51431e-05 -2.30626e-05 -1.00965e-05 -0.0193822 0.0111726 -7.57544e-06 -0.000601965 1.16063e-05 -2.22191e-06 -0.000225382 4.62896e-05 0.000157891 -9.15365e-05 -0.000674253 -1.21573e-05 -7.52413e-05 6.38366e-05 -0.000234606 0.000173516 0.000605717 1.85028e-05
internal_weight=42.7741 42.2509 33.1385 0.00453609 0.00349816 0.00223621 9.11243 8.59678 8.04257 7.52685 33.134 32.627 0.00424546 0.00300545 32.6227 1.01986 31.6029 31.091 5.55182 25.5391 14.1122 11.427 1.36999 10.057 9.54943 13.0981 3.52001 9.57813 2.52843 7.0497
internal_count=4633 4429 3514 1032 1009 796 915 666 514 478 2482 2239 612 591 1627 209 1418 1223 354 869 404 465 76 389 372 377 53 324 107 217
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=8 19 21 7 21 22 9 23 17 15 5 20 20 23 7 22 22 17 7 15 0 9 21 21 7 20 6 8 22 18
split_gain=2.72387e-05 1.90053e-05 4.77914e-05 0.000101659 7.16248e-05 0.00017795 5.72403e-05 0.000253887 5.98264e-05 0.000210571 5.46555e-05 4.39356e-05 8.60332e-05 4.93255e-05 3.25349e-05 2.27769e-05 5.49084e-05 0.000133472 0.000313917 7.88849e-05 0.000261793 5.10388e-05 4.94121e-05 2.9502e-05 0.000139907 2.82775e-05 2.61651e-05 3.8095e-05 3.34294e-05 2.02535e-05
threshold=8.8430989333000021 14.351157895250003 4.7516206878500009 22.773029501100002 2.6195973652500002 -0.11534 204.89606367675003 0.085855000000000029 195.59800312745003 40.292677025400003 23.714185006400005 41.243661560350013 42.546237522150008 0.10526500000000003 23.109894804950002 -0.095074999999999993 -0.033594999999999993 185.54770736950005 23.567644028800004 37.882159664350006 96.082805124100005 204.20786774030003 2.3223121640500004 3.0344668838000004 24.899526511700007 42.720329370750001 16.485385178400005 8.3434888241000014 0.09450500000000002 14.598777227650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 -4 10 -6 8 -8 9 -5 -3 13 -13 -10 -11 22 17 -17 -19 20 -20 -22 -1 24 -18 29 27 28 -25 -24
right_child=-2 2 3 6 5 -7 7 -9 11 14 -12 12 -14 -15 -16 16 23 18 19 -21 21 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0010718228934623074 -0.00071685429473864479 0.0010222620960551464 0.0015574846246897483 0.001536782113436861 5.1911502417967037e-05 -0.0022297255765946614 -0.00022779870657789253 0.0025030618236896139 0.00051897145689156778 -0.00029153309077303266 -0.00024335130141705963 -0.0017479498939746978 -0.00015260942409172813 -0.00047106840412264919 0.0002963681887983522 3.8094397250212127e-05 0.0017431885393691924 -0.0029454379114034119 -0.0026927644619676961 0.00021666251574505621 0.00011257781101476797 -0.0010465462115648902 9.8482273260896329e-05 6.3152691702611659e-05 -0.00058852674518113796 0.00076055725797270291 -0.00067587213449294759 0.00090227546205140236 -0.00077435727853782815 -0.00033169369946368975
leaf_weight=0.51021451292637365 0.52344490768372409 0.56614461291451268 0.52843869391083842 1.0223684483862578 1.0008188106974101 0.51913472304801178 1.0012189634470576 0.51584060233562912 1.0082372896213208 2.5067444950353703 0.8588530606307927 0.50875833100012346 1.0073348996359603 1.0046881945163475 1.5073745942463572 7.0186422568581257 0.51939340420405244 0.52962944432993797 0.52191821632484936 1.5071161221423537 1.506553502260646 0.50795445349331103 4.0128348610089297 8.0137110290224758 0.51000679880030719 0.50838480763042682 0.50520812959353101 0.51100665552445512 0.50673002704903325 1.5049502597946407
leaf_count=587 204 162 151 32 13 73 33 31 23 44 72 21 37 18 19 177 162 70 129 60 101 154 120 263 234 852 143 54 249 345
internal_value=8.72945e-08 8.9696e-06 0.000106548 0.000205465 -0.000249861 -0.000727374 0.000134604 0.000700767 3.43299e-05 0.000255554 0.000259471 -0.000281394 -0.000687961 2.48243e-05 -7.07655e-05 -3.71293e-05 -8.55192e-05 -0.000235811 -0.000656186 -0.000356336 -0.000696806 -0.000179693 0.000126909 7.93634e-05 0.000587962 4.69065e-05 2.44646e-05 6.36405e-05 1.33441e-05 -1.88462e-05
internal_weight=42.7737 42.2502 13.556 10.611 2.94495 1.51995 10.0826 1.51706 8.56551 5.03649 1.425 3.52902 1.51609 2.01293 4.01412 28.6943 22.1579 11.5918 4.57317 4.04354 2.53643 2.01451 6.53638 10.5661 1.0294 6.02617 9.53666 9.03145 8.52044 5.51779
internal_count=4633 4429 729 409 320 86 258 64 194 95 234 99 58 41 63 3700 1796 691 514 444 384 255 1904 1105 396 1317 709 566 512 465
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=15 7 7 19 4 22 22 22 22 10 19 21 18 21 19 20 20 8 5 5 21 0 20 6 10 3 10 0 22 2
split_gain=2.34152e-05 0.000127665 3.98033e-05 2.43944e-05 2.9735e-05 0.000130867 9.5878e-05 0.000145584 9.98995e-05 0.000761058 0.000711329 8.58904e-05 2.28091e-05 0.000131613 0.00635968 0.00188168 0.00133226 0.00115586 4.50605e-05 8.99419e-05 0.000114916 4.44798e-05 0.000116175 4.61308e-05 0.00013735 4.11082e-05 9.6493e-05 9.39486e-05 0.00210405 0.00577236
threshold=46.435439118750004 23.543468673550006 24.068567769550004 14.651182102100002 141.79569928155004 -0.59915999999999991 -0.58319500000000002 -0.27494999999999997 -0.16164499999999998 62.025417527550012 14.251149826300002 6.4653354687000002 13.900697602550002 8.9448347342500032 12.851036860900001 39.354247760400007 42.477827694800006 8.3434888241000014 20.201591378100002 19.327153142150006 4.8172533029000011 87.261973998100004 42.388109226950007 16.375382608200002 62.116825104000007 91.80009132230002 66.859265246100009 95.988709089550014 -0.043559999999999995 98.91243606750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 -7 -8 9 -9 11 -11 18 25 -15 -16 -17 -18 19 -10 -21 23 -23 24 -20 26 -14 28 29 -28
right_child=1 2 -4 -5 5 6 7 8 12 10 -12 -13 13 14 15 16 17 -19 21 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01262660682811851 -0.0016732737650709695 0.00089136756135052531 -0.00036413725977663673 0.00069854932641935869 -0.02762701923889321 0.030927575694186402 -0.027601641875836302 -0.041353727438224686 7.3968167902097357e-05 -0.016071608180847092 0.099141013612774664 0.0244205930792738 0.0013369165441524614 0.00033102623885288246 0.0033190953170812382 -0.10006257584764205 -0.088280338820246357 0.02514658126603176 -0.0018443738361211216 0.00012087930689110981 0.0022427653554007785 0.0017494707673083303 -9.4727223574889304e-05 5.6983210779353694e-06 0.00048051639852819927 -0.00092173851777751885 -0.085041548329252564 -2.8469727898051276e-06 -7.5809955312271216e-05 0.01813765259089695
leaf_weight=0.0018666560576851001 0.51098281883499197 0.50727450010825215 0.50279351456225285 0.51453782809255599 0.0017138932274950438 0.0010027486834037749 0.0019100734028175683 0.0016653082081568528 2.5029155408075279 0.0010011387130027215 0.0013043976455122674 0.0010987753571787343 0.51729761198838353 0.50897649008386137 0.0033989397743141572 0.0094007917916161254 0.0017060719997222815 0.0018977476637473956 0.51010126862731631 0.50767122744218773 0.51328672078579984 0.51682093900137616 1.0074144034536514 18.527144090532254 0.50635751806767981 0.5058143381728567 0.010516937733882514 14.040606694874546 0.52357680739791068 0.011192569380787942
leaf_count=47 129 36 42 70 133 102 239 303 61 147 18 152 107 450 33 76 80 17 28 16 45 55 29 662 45 66 141 1047 147 110
internal_value=9.8658e-08 -0.000385215 0.0002664 1.4306e-05 5.6636e-06 5.08526e-06 6.24789e-06 5.48668e-06 6.78131e-06 0.0140435 0.0411426 0.00511585 5.034e-06 -8.73583e-05 -0.00164413 -0.0629301 -0.0802452 -0.0285505 6.56517e-05 0.000396633 0.00118766 1.02907e-05 0.000530583 -3.02877e-05 -0.00068621 -3.49593e-05 -5.26058e-06 -5.28617e-05 -0.00134069 -0.0318464
internal_weight=42.7732 1.52105 1.01007 41.2522 40.7377 40.7358 40.7341 40.7331 40.7312 0.00506962 0.00340431 0.00209991 40.7261 16.1344 0.52538 0.0164036 0.0130046 0.00360382 24.5917 3.52387 1.02096 21.0678 1.52424 19.5436 1.01646 15.609 15.1032 14.5859 0.545286 0.0217095
internal_count=4633 207 78 4426 4356 4309 4176 4074 3835 620 317 299 3215 2274 656 206 173 97 941 122 61 819 84 735 73 1618 1552 1445 398 251
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=16 8 8 5 10 20 20 22 20 17 16 13 16 9 21 15 9 23 9 9 8 9 2 15 18 5 19 0 6 20
split_gain=2.26472e-05 2.13653e-05 2.17502e-05 4.9594e-05 2.13684e-05 6.32578e-05 0.000220116 7.61106e-05 7.85781e-05 6.45195e-05 5.60506e-05 4.82955e-05 0.000160701 0.000210172 8.91373e-05 5.28257e-05 3.05444e-05 7.447e-05 2.76379e-05 4.387e-05 3.83525e-05 3.95274e-05 7.02747e-05 3.38428e-05 5.91352e-05 4.08605e-05 2.90326e-05 3.82387e-05 0.000166617 0.00338597
threshold=9.7049773055000017 8.8430989333000021 8.7431769115000026 21.990725385850002 61.987779113750001 40.621691032550004 41.319407281650008 -0.082484999999999989 42.498713093000006 193.29780372785004 22.674946976100003 117.55283175385001 22.624947093000003 193.49750438550004 14.849677877150002 43.376643616500012 197.89372115420002 0.10526500000000003 198.14098854835004 199.17419511990002 8.543332867800002 196.17233399030002 173.47633273965002 37.882159664350006 13.304953393500002 20.911722254300006 14.551174033150001 95.988709089550014 15.470361462550001 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 -7 8 -8 10 -2 14 16 -14 15 18 17 -13 20 -20 21 23 -23 25 -25 -6 27 28 29 -21
right_child=1 -3 3 -5 11 6 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 26 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.013146805373321666 0.00036090411444682311 -0.00063535116005672073 0.00083375786914435682 -7.1644737419827601e-05 5.2513717839884909e-05 -0.0023966939793269811 -0.0002122524084949042 -0.0012153506919463652 0.0012228512230155492 0.0011596433143968657 -0.00051652911141117223 0.0013162415015185839 -1.4069409787867773e-05 0.0028473482086066489 -0.0013306998583905278 -0.0010096608573318918 -0.000183799207668979 -0.00039758806931136642 -0.00098157765838305703 -0.035200656688430233 -0.00071102685864287416 0.0016000965219770181 0.00016352823332355137 0.0010021823451273927 1.3998223716031733e-05 -0.0008818263144431802 0.00048343805914443532 2.5112466119509892e-05 -8.5206758060826334e-05 -6.4729674998011231e-05
leaf_weight=0.0013102504162593167 1.5073117627808552 0.52359659526594882 1.0120004509126368 1.5042404505356044 6.0300390615425403 0.5132988415725922 1.5122071453303665 0.51170373070527198 0.51028183280873052 0.50670706442315339 1.4081980300743451 0.51139124536867731 0.51032438123685586 0.51648043459340442 0.51449583781457064 0.51132142766416677 2.5078045180274557 0.50284057069438859 0.5068275663849019 0.029013669197419101 0.50721296703494623 0.51558559221961076 1.0028909963943986 1.012967412834769 1.5057606182681409 0.50743925349030217 1.0061297648508123 11.036577370447537 3.5225668159953329 0.50156510197348325
leaf_count=592 189 204 34 38 920 104 34 164 180 21 40 34 47 43 267 103 57 11 31 247 26 48 32 39 22 259 28 613 111 95
internal_value=-8.42141e-08 -4.86978e-07 7.38168e-06 0.000292497 -1.06762e-05 -0.000176959 -0.000508317 -0.000125827 0.00014983 0.000118116 -6.28982e-05 2.16697e-05 0.000324407 0.00142522 -2.62957e-05 -2.49396e-06 3.48051e-06 0.000466551 1.6108e-05 -6.55223e-05 0.000138405 0.000179148 0.000651303 9.99803e-05 0.00041142 -2.00098e-05 -3.66775e-05 -7.1357e-05 -0.00033404 -0.00198607
internal_weight=42.7701 42.7688 42.2452 2.51624 39.7289 6.46971 3.04749 2.53419 2.02249 3.42222 2.91551 33.2592 4.54884 1.0268 28.7104 28.1959 3.52204 1.01423 27.6846 16.6027 11.0819 10.5747 1.51848 9.05621 2.51873 6.53748 16.0959 15.0897 4.05315 0.530579
internal_count=4633 4041 3837 72 3765 732 482 378 214 250 229 3033 192 90 2841 2574 102 45 2471 1125 1346 1320 80 1240 61 1179 1094 1066 453 342
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=16 15 7 20 19 22 5 9 20 22 22 23 20 0 21 18 3 7 6 17 20 23 22 22 15 23 22 23 0 3
split_gain=2.13508e-05 2.06731e-05 0.000124457 3.92274e-05 3.73115e-05 0.000144748 0.000624449 0.000408499 0.000457854 0.000369463 0.000891119 0.000376891 2.27549e-05 8.37315e-05 3.40039e-05 3.1645e-05 0.00012544 0.000290272 0.000174863 9.01952e-05 0.000133817 6.25916e-05 3.68023e-05 0.00012143 0.000102857 0.000115844 9.84291e-05 0.000139653 0.000229322 5.74615e-05
threshold=11.949972055800002 46.435439118750004 23.543468673550006 42.206017975500011 14.651182102100002 -0.23557500000000001 22.533652790000001 194.57718764590001 39.955516828000007 -0.16164499999999998 -0.15022499999999997 0.08326500000000002 42.206017975500011 86.103248543850015 4.6112647835500011 13.900697602550002 86.26455603170001 24.227986230350002 14.745344522600002 198.11416596120003 42.055256506450007 0.10249000000000003 -0.051199999999999996 -0.036264999999999999 41.831907381600011 0.099855000000000027 -0.074029999999999999 0.12001500000000002 85.968825637350008 93.469623821300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 -2 -9 11 -11 -7 15 -14 -15 19 18 -18 21 22 -21 -17 26 -24 25 -25 29 28 -28 -12
right_child=1 2 3 -5 -6 9 -8 8 -10 10 12 -13 13 14 -16 16 17 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.010411749444762121 0.043463557409750615 -0.001633255184579793 -0.00034212232934165203 0.00090419406030786014 0.00085952809198456431 0.0077248192054336544 -0.064613251136670186 -0.056759054657597334 0.022595823265042888 -0.070699545559286051 -0.00014821550521646398 0.085388331985977811 -0.0013659587015891342 -0.0008461639671572172 -1.0404897160861492e-05 -1.4661662009190875e-05 -0.0028008032418810006 0.00055825923968985138 0.0017979155155064715 0.0021760686435394437 -0.00011973939502525583 -0.0011509666621623263 -0.001135930457538111 -0.0014813059708366763 0.001420888699857446 0.00016234650021028113 0.00011460079164273989 -3.7541153686155624e-05 0.0031091639394537135 0.0003053496872089814
leaf_weight=0.0019694915588449593 0.0017033043299158257 0.51107913566639851 0.50451263585279782 0.50565558302086799 0.5150828617715878 0.0016377131319496021 0.001819193187504016 0.0014961311544521294 0.0014144647757672324 0.0017825699126196018 6.5296378285193013 0.0010103518966085856 0.51744626421938456 0.51624735782136966 8.5396550998348921 10.037482867172828 0.51874825709516048 0.51035334326252269 0.52644206385577597 0.51520885911986514 0.50054646091302857 0.50935871539049848 1.0110459392051323 0.51514075993632058 0.5095455202335869 2.5583250199770191 0.50730375899343128 1.0003509112158324 0.5156799082942598 4.8811932423803439
leaf_count=999 182 129 34 44 70 278 147 90 79 186 79 42 239 237 392 504 96 92 117 43 3 145 26 120 25 36 21 9 25 144
internal_value=-7.75294e-08 4.01947e-07 -0.000361622 0.000281741 1.37543e-05 3.0586e-06 -0.0149959 0.00456743 -0.0181949 5.42796e-06 2.99905e-06 0.0373568 6.09416e-06 -0.000128742 -5.80488e-05 4.75384e-05 -7.89039e-05 -0.00113497 1.92425e-05 0.000127892 0.00104473 -6.95394e-05 7.62348e-05 -0.00016809 0.000105013 -0.000113145 0.000159786 0.000802594 0.00162414 4.58054e-05
internal_weight=42.7689 42.7669 1.52125 1.01017 41.2457 40.7306 0.00643309 0.0046139 0.0029106 40.7241 40.7215 0.00264807 40.7197 9.57335 9.0559 31.1464 12.1024 1.0291 11.0733 19.044 1.01576 10.5468 18.0282 4.59406 3.58301 3.07347 13.4342 2.02333 1.02298 11.4108
internal_count=4633 3634 207 78 3427 3357 498 351 169 2859 2539 320 2353 868 629 1485 954 188 766 531 46 649 485 207 181 156 278 55 46 223
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=6 7 7 7 20 22 16 2 18 17 21 5 3 9 4 2 4 7 9 6 15 22 22 6 7 23 5 20 3 5
split_gain=2.48263e-05 0.000240321 0.000562793 0.000114575 7.94501e-05 0.000161378 0.000372519 8.80802e-05 7.77441e-05 5.85666e-05 5.80595e-05 6.35994e-05 0.000136794 0.00038706 6.64878e-05 4.38379e-05 5.54444e-05 4.09832e-05 0.000164512 0.000109677 0.000388973 6.94071e-05 7.62471e-05 4.87639e-05 4.12501e-05 5.31244e-05 3.38176e-05 5.22798e-05 3.18208e-05 3.02978e-05
threshold=16.465384711100004 22.172877373800002 22.093462376800005 20.797746106000002 40.574766824850009 -0.059424999999999999 22.574947209950004 94.087390192850009 12.880535946600002 192.92322630085002 15.109659503850002 23.714185006400005 76.190903416900014 182.80199813410005 292.45535980730006 216.39684782960003 278.75859950360007 23.109894804950002 195.46053662500003 14.845346859150002 36.136500007950012 -0.10040499999999999 -0.080234999999999987 14.545339849550002 23.445318439400001 0.090465000000000031 22.382820633700003 41.362929270750008 93.609423644100005 20.199911939650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 15 -7 -2 -3 -9 11 12 13 -10 17 16 26 18 21 23 -21 -14 -23 -19 25 -22 -6 -28 29 -24
right_child=4 8 -4 -5 5 6 -8 9 10 -11 -12 -13 14 -15 -16 -17 -18 19 -20 20 24 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.019860603660864964 0.0014549905207782909 -0.026396549849307539 0.085434772403764736 -0.023990854532133388 -0.00023298059632117547 -8.4544644042851638e-05 -0.0033566060063592268 -6.1903305777308998e-05 0.017863668467016754 0.0010741173322248825 0.0011016251646208681 -0.0010658122422072635 0.0006744128080357376 -0.061935070774685186 0.0011710916822921739 0.00080107115880550584 -0.0011661869348009721 -1.7203035064489453e-05 -0.0019409110291536771 0.0030022684690126458 0.00014779152178420144 -0.0013984435704468756 -0.00021105884922790241 -0.00100179257145788 -0.00010273954233443453 0.0010371791981329387 -3.7526500561629113e-05 0.00113364887842369 -0.00063440112569515799 0.00088530775391889953
leaf_weight=0.0012542804849297795 0.51237403584959373 0.0011115128172204383 0.001101278679874973 0.0011349931903578483 4.5160721943806337 1.0036101760557095 0.53258159567757335 3.9088588307672936 0.0011684823253278178 0.5134216054088937 0.51651169590133861 0.51826119291880246 1.0068517043543153 0.0012668358279990521 0.52307697528960062 0.50967889042031611 0.50749154878057279 17.053274606839739 0.51271901009386045 0.54239305348494227 2.0057272617414132 0.51046904536815496 0.50215961978524093 0.51831169971695956 2.517172407846374 1.0096889344558801 1.5003846483677352 0.51093919086121786 0.50317044704570424 0.50608400746568805
leaf_count=166 112 9 20 227 75 164 97 204 610 56 254 124 45 403 476 125 26 618 29 170 70 30 36 169 49 26 73 124 8 38
internal_value=-5.90941e-08 5.31342e-05 0.0262906 -0.000970458 -0.000109186 -0.0002847 -0.00121893 0.000213795 4.99486e-05 6.99874e-05 5.09711e-05 3.1749e-05 5.22741e-05 -0.0236471 5.43569e-05 -9.44755e-05 -0.000159358 3.28718e-05 -0.000284382 8.03857e-05 0.00044666 -3.95726e-06 -0.00034177 -4.62456e-05 0.000196119 0.000445596 -8.10792e-05 0.000259989 1.51136e-05 0.000339258
internal_weight=42.7683 28.7529 0.00349055 0.00238927 14.0154 9.08076 1.53619 4.93465 28.7494 4.42228 28.7483 28.2318 27.7135 0.00243532 27.7111 7.54457 7.03489 27.188 3.54145 23.6466 6.07498 3.02873 2.02188 17.5716 5.53259 3.01542 6.5274 2.01132 1.51141 1.00824
internal_count=4633 3577 413 393 1056 684 261 372 3164 260 3155 2901 2777 1013 1764 423 298 1288 186 1102 315 157 112 787 145 96 272 197 82 74
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=8 19 21 4 7 22 4 10 13 18 17 12 7 7 22 22 17 23 5 22 13 8 18 22 5 15 2 21 22 9
split_gain=2.52531e-05 2.72695e-05 5.78642e-05 8.19122e-05 7.54776e-05 5.49633e-05 0.000151153 4.29509e-05 0.000380162 4.56249e-05 3.73495e-05 3.50862e-05 7.83512e-05 5.85367e-05 4.12977e-05 9.08348e-05 3.49507e-05 3.10074e-05 2.7631e-05 6.63129e-05 0.000307896 0.00040272 0.000115154 3.00452e-05 4.17348e-05 0.000226263 5.99299e-05 3.43052e-05 3.2914e-05 0.000167742
threshold=8.8430989333000021 14.351157895250003 4.7516206878500009 215.88508760445004 22.773029501100002 -0.0098449999999999979 299.67482098205011 62.020040611300011 117.62810858150002 13.258241318650002 186.34046889365004 171.52228777160002 23.493869161500005 22.958251375150002 -0.057599999999999998 -0.08725999999999999 185.06340398685003 0.086955000000000018 24.393336510100003 -0.14907499999999999 109.47132661375001 8.1436447804000007 15.454705336800002 -0.095074999999999993 20.872540794500004 39.203018015350004 173.47633273965002 2.0043664108500008 -0.059424999999999999 203.80256579455002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 17 -4 11 -7 8 -1 10 16 12 -6 -13 15 -15 -10 -3 19 20 21 22 -9 27 28 -26 -27 -21 29 -25
right_child=-2 2 4 -5 5 6 -8 18 9 -11 -12 13 -14 14 -16 -17 -18 -19 -20 23 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0028845220819717857 -0.00069045085783953433 0.00067733387549376268 0.0013999770113775638 -0.0013896417772392474 0.0010806395479819229 0.0020698798044460195 -0.00036355306788405918 -0.0067627169780849613 -0.00016744861265510265 0.00092173307572345907 -0.00088827013534914913 -0.00071691700152874444 -0.0001651112037289962 -6.0239472643979988e-05 -0.00034586911803862695 0.00088820168443319971 0.00079523986607180671 -0.00020365765401503168 0.0007324555372457452 0.00095514090498356155 0.043983357426853588 -0.056497081554930141 0.028581892233230089 -2.5147175741729547e-05 -0.0022958929283509858 0.0010505160347479953 -0.00048711570643215213 9.8861238251000418e-05 3.4453472032227843e-05 -0.0019792216498358663
leaf_weight=0.5149273803417812 0.52329267668388624 0.50540780431128918 0.52777690550511636 0.53227544772462909 1.0171320071849534 0.51712197644428559 0.50407223543465918 0.0017130580785981462 1.5018040690014451 0.50596084797211904 0.50452725682475819 1.0055967337806633 1.0024729577426112 3.0082328442356854 1.5093420721016135 1.5200261072333345 0.50358024733486662 1.9065665752159475 0.50352450311263908 0.50731070694596159 0.0019020207724551597 0.0011060366697113189 0.0019956251335286595 3.0174643385777222 0.51323877601122347 0.5064594313287214 0.50745059634280665 6.018745594566524 13.062817157007906 0.51415191341260769
leaf_count=462 204 74 151 214 38 29 16 349 112 21 9 23 15 67 30 40 7 32 70 89 53 67 546 203 91 19 73 380 907 242
internal_value=-3.35923e-08 8.51873e-06 0.000125399 -0.000266835 0.000234225 0.000173212 0.000868712 -4.67098e-05 -0.000373321 5.54388e-05 -0.000119193 9.48431e-05 0.000462285 -1.05192e-05 0.000107135 0.000258129 7.4296e-05 -1.90537e-05 -8.71305e-07 -1.58483e-05 0.00991898 -0.00353791 0.0122561 -1.85556e-05 -8.48119e-05 -0.000585067 0.000280949 0.000165425 -3.87746e-05 -0.000309632
internal_weight=42.768 42.2447 13.556 2.94425 10.6118 10.084 1.02119 28.6887 3.5308 3.01587 2.50991 9.0628 2.0196 7.0432 6.0376 4.52826 2.00538 2.41197 25.1579 24.6544 0.00671674 0.00481472 0.00370868 24.6476 18.1216 1.52715 1.01391 6.52606 16.5944 3.53162
internal_count=4633 4429 729 320 409 258 45 3700 611 149 128 213 53 160 137 107 119 106 3089 3019 1015 962 895 2004 1535 183 92 469 1352 445
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=15 21 19 4 22 16 8 21 16 15 19 6 20 9 0 10 6 5 6 22 20 22 9 2 13 10 14 17 9 22
split_gain=2.20659e-05 0.00010885 3.31458e-05 2.81163e-05 0.000115071 0.000919715 0.000509433 0.000199422 0.000489316 0.000356093 0.000182028 0.000241889 2.79471e-05 0.000129198 6.21751e-05 0.000120129 3.03547e-05 7.08788e-05 3.70989e-05 5.78895e-05 2.72951e-05 9.89815e-05 3.84448e-05 2.85673e-05 6.80657e-05 4.41114e-05 3.82413e-05 0.000137224 3.12657e-05 6.97023e-05
threshold=46.435439118750004 15.294585115650001 14.651182102100002 141.79569928155004 -0.15022499999999997 22.634947069650003 8.543332867800002 5.2472773321000004 22.454947490600002 24.089489904150003 13.051052998800001 13.185308072600002 42.206017975500011 179.11733629770001 86.345209775600011 61.950140699950005 16.455384477450004 21.252944829650001 16.285380505300001 -0.079369999999999996 41.972095654800007 -0.088039999999999993 215.63980588275004 189.32640726775003 117.64961624655002 61.998532946250002 264.19645454725008 190.78889055330004 201.11092673680002 -0.063379999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 9 10 -5 11 -9 13 -6 15 -14 17 18 19 -16 22 -22 23 26 25 -25 -15 -28 29 -27
right_child=1 -3 -4 4 12 -7 -8 8 -10 -11 -12 -13 14 20 16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.012320725207228002 -0.001553361228219516 0.00023275689368850005 0.00081106755829871114 0.022674201624380778 -0.033596716202177114 -0.081546821410127174 -0.062380713494018636 -0.0068588781698388423 0.075404649688943864 -0.0414748659158354 -0.027310314682883304 0.055430100298020438 0.00021356822854049604 1.0627912802096082e-05 -0.0011534254838999939 -0.0019505770560192489 -0.00057071892803381343 0.0011508281242361322 0.00075504783209605179 -4.6045156842826741e-05 -0.00011184606367367907 0.0015934788103823068 0.00088912620638763665 -0.00075003915359815078 0.001351098781973963 0.00010870529530923759 0.00017311488735250586 -0.0018378513289955462 -0.00042796377685493141 0.00146378395882897
leaf_weight=0.0018532220940120627 0.51676627123659713 1.0042938018589636 0.51492218672063828 0.0017591612121404081 0.0011410517336746242 0.0015532599823018254 0.0011098561452911335 0.0014795403397954814 0.0012913515624859428 0.0017030759218481517 0.0012392556866879859 0.001077446567876672 0.50804020484321166 24.062666367336302 0.51231904077879065 0.51802785051069045 1.0075496031922737 0.51098790093934976 0.50694239305721556 6.0088587595740011 1.0034325694211901 0.51507166667470539 0.51409141018665394 0.50505255781899849 0.51066911935049564 1.5033377914544876 1.0029973703771871 0.51282725059922185 0.50684056564786972 0.50781717229646073
leaf_count=47 187 20 70 441 410 31 46 410 14 227 167 64 121 714 349 142 34 61 83 367 32 61 179 14 31 35 24 58 142 52
internal_value=-1.49829e-08 -0.00037406 1.37788e-05 3.69959e-06 3.13917e-06 -0.0101258 0.00135859 0.00963261 0.0222314 -0.00888075 0.00414371 0.019388 5.92843e-06 5.18576e-05 -0.000143507 -0.000879037 -5.52033e-05 1.36918e-05 -6.8985e-05 -0.000133044 5.30904e-05 0.000466595 3.18961e-05 1.67583e-05 0.000283271 0.000102888 -2.0061e-05 -0.000507227 0.000273966 0.000450863
internal_weight=42.7677 1.52106 41.2467 40.7317 40.7299 0.0112129 0.00965969 0.00854983 0.00508759 0.00346224 0.00379624 0.00255699 40.7187 31.1459 9.57273 1.02607 8.54666 7.53911 7.02812 6.52118 31.1448 1.5185 29.6263 29.1122 3.53372 3.02305 25.5785 1.51582 2.518 2.01115
internal_count=4633 207 4426 4356 4309 1400 1369 1323 655 668 641 474 2909 1752 1157 263 894 860 799 716 1342 93 1249 1070 274 243 796 82 229 87
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=6 7 0 8 7 20 22 4 2 18 0 6 15 6 21 3 23 23 6 2 2 9 22 17 5 20 7 4 22 5
split_gain=2.51799e-05 0.000196106 0.00122382 0.00053655 0.000129807 8.49931e-05 0.000254488 0.000376252 7.11059e-05 6.34588e-05 0.00034703 5.17003e-05 0.000286214 5.27001e-05 4.99622e-05 0.000132559 7.86703e-05 0.000115548 5.81144e-05 4.75306e-05 4.22577e-05 4.09787e-05 3.57754e-05 3.37554e-05 2.62496e-05 4.62876e-05 2.74201e-05 5.0943e-05 0.000125168 2.39789e-05
threshold=16.465384711100004 22.172877373800002 85.662341410450011 8.2435668022500028 20.714163848350005 40.621691032550004 -0.059424999999999999 345.59135190155001 94.087390192850009 12.880535946600002 85.683849075550015 14.845346859150002 34.563011034450007 14.545339849550002 5.7892729308500011 93.216908757050007 0.089965000000000031 0.083070000000000019 16.445384243750002 216.39684782960003 192.72744941785001 202.86134752310002 -0.063379999999999992 192.92322630085002 22.382820633700003 41.362929270750008 23.666491602800004 158.55438663830003 -0.124155 22.887221773600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 19 -8 -2 -4 -11 13 -13 -12 15 16 17 29 22 20 24 23 -16 -10 26 -26 27 -7 -29 -14
right_child=5 2 9 -5 -6 6 7 -9 21 10 11 12 14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.017551113289448705 0.0013211715390212923 -0.10002607002321351 -0.02390436006465416 0.078225805141910201 -0.031182952395911179 -6.1871197579496103e-06 -0.0036244500873416022 0.00018835669545171795 3.0118462223941179e-05 -0.034068256634726839 -1.7130091558285947e-05 0.0024627610936584299 0.00079044948833205647 -0.0010379900382922775 1.3509852958910908e-05 -0.0016870315118614266 0.001166904752901728 -0.0015111224827931572 0.00095618715197846177 0.0008283640058307243 -0.0010502404385719962 -0.00076950479538711626 0.00056754949212293397 0.00068865315215423757 -8.2613121175600549e-05 0.0010198151735801107 -1.5938987545826424e-05 0.00011082615942156983 -0.0021130437439009627 -5.5153497878092383e-05
leaf_weight=0.0011721152970536443 0.51193423692915185 0.001221888906626555 0.0011054160805618043 0.0011890757895400839 0.001024072849859935 1.0020784475018447 0.53368259785959293 0.50251340096678421 3.4080191464608847 0.0029798717989909509 17.066073392025924 0.54501511547324888 0.50416952953128147 0.52112536869531467 5.0279108084719981 0.51741098050976564 0.51928567962295336 0.5119275096367345 1.0120713272067403 0.5097470861823109 0.50789500685205169 0.50605098705477747 1.5171496116724945 1.0087654271719655 1.499909680393728 0.51048109904350791 2.5013637949596159 0.50129515200164576 0.51115664220196755 1.0014914236654702
leaf_count=153 114 49 9 20 240 16 232 27 178 13 2174 216 83 245 118 39 77 34 29 125 31 53 51 31 73 119 15 7 35 27
internal_value=-1.18993e-08 5.35591e-05 5.07251e-05 0.0241206 -0.00517337 -0.000109916 -0.000305909 -0.00177539 0.000199508 5.49788e-05 5.59001e-05 5.94378e-05 0.000227826 -4.73791e-05 0.000113037 -0.00022828 6.92413e-05 -0.000213275 0.000250983 -0.000104068 -0.000171639 8.28639e-05 0.000141937 0.000180524 -0.000103263 0.000197317 -0.000237076 -0.000511653 -0.00101194 0.000227996
internal_weight=42.7672 28.7523 28.7489 0.00338526 0.00219619 14.0149 8.58012 1.0362 5.43477 28.7477 28.7466 28.7436 11.1564 17.5872 10.6114 3.05429 2.53687 2.01759 7.55713 7.54393 7.03418 4.92284 6.54506 4.41678 6.52628 2.01039 4.51589 2.01453 1.01245 1.50566
internal_count=4633 3577 3164 413 393 1056 680 259 376 3115 3106 3093 674 2419 458 260 221 144 198 421 296 262 169 209 265 192 73 58 42 110
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=6 7 7 21 23 21 5 7 9 16 20 15 10 18 20 5 5 13 22 20 22 18 22 18 21 2 17 21 10 10
split_gain=2.19615e-05 0.000222333 0.000516577 0.000144025 0.000116046 0.000101802 7.33455e-05 7.21412e-05 0.000137524 7.97447e-05 0.000351553 0.000126525 7.95173e-05 8.29212e-05 5.41756e-05 8.59205e-05 6.2853e-05 8.29002e-05 8.13003e-05 6.96459e-05 0.000179313 4.29061e-05 9.71424e-05 8.73582e-05 4.40726e-05 7.09008e-05 4.92327e-05 4.35301e-05 0.00172113 0.00224154
threshold=16.485385178400005 22.172877373800002 22.093462376800005 15.399605826300002 -0.17949499999999999 15.004713615700002 24.310960779100004 23.109894804950002 195.46053662500003 22.624947093000003 41.873095646600007 43.376643616500012 62.020040611300011 13.141419083100002 38.804629908750009 23.714185006400005 22.825270530250005 117.56896250265002 -0.092614999999999989 41.404176814550006 -0.093604999999999994 14.414681958350002 0.0041150000000000015 14.598777227650002 3.2871511629000003 77.002902305750027 196.70927211395002 1.9176293050000004 81.339300736700025 71.397382570300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 14 8 12 11 -11 21 -3 -14 15 -2 19 -18 -19 -16 -21 22 24 -23 25 -9 -26 28 29 -25
right_child=5 3 -4 -5 -6 -7 -8 9 -10 10 -12 -13 13 -15 16 -17 17 18 -20 20 -22 23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=0.022976216733603408 0.0015456024454902169 -0.00087311800325012932 0.082334793631951356 0.0016980272661052708 -0.021311287113496412 -0.0014916752338715146 -0.0012216149093046726 -9.706486877722665e-05 -0.0019159743234486667 0.0029241399516953016 6.5841325238835858e-05 -0.0015485600149330822 -0.0001624524692306839 0.0013074398655679577 -7.3933097823600428e-05 -4.985907044127789e-05 -0.00011570244503397282 0.00014756090149303997 0.0019344470676771171 -4.3995056390478206e-05 -0.0023347469004914335 -0.001351743625393924 0.0015415678529127732 0.0068080114593512559 0.00017645257701115572 0.001572453506133005 -0.00046090284482323092 1.9750559833178397e-05 0.00013349303598957714 -0.066819811804260207
leaf_weight=0.0011034751484810812 0.55769014070130818 1.0145647416437653 0.0010909771145453107 0.51753958607255768 0.0012755919770474069 0.51114794626987148 0.51393507209051925 0.50182864447970388 0.51633364979642937 0.51916522650867536 2.5140262737240846 0.50975076253326079 1.5075617087124729 0.51486340603577341 6.5180283878136382 0.85506068730683182 1.5041410460912197 0.50271510000220587 0.51595026609993488 1.0014972554219168 0.51868104972064788 0.51171266240617974 0.51817911660820293 0.0077301231733543146 6.0174447035866052 0.51585130375012855 1.5176297707914894 12.050249797544009 0.50100310467518572 0.0088903719777795251
leaf_count=123 53 37 22 232 271 71 573 14 60 77 51 96 51 162 93 7 35 27 41 18 70 87 65 67 173 124 43 1343 351 196
internal_value=-4.48217e-09 4.73496e-05 0.0253583 4.43987e-05 -0.000769555 -0.000108447 -5.18284e-05 1.51368e-05 -0.000407188 7.35429e-05 0.000555072 9.08787e-06 -0.000150672 0.000211749 -1.61908e-06 0.000579957 -7.94167e-05 0.000356043 0.00105261 -0.000216086 -0.000825594 4.49341e-05 0.000212058 -7.09694e-05 0.000131508 0.000749197 4.80836e-05 -1.88215e-05 -0.000916778 -0.0325758
internal_weight=42.7666 29.7678 0.00347004 29.7643 0.00237907 12.9988 12.4877 29.2468 3.55332 25.6935 3.03319 22.6603 3.03699 2.02243 11.9738 1.41275 10.561 2.52281 1.01867 8.03821 1.52018 22.1505 9.07093 13.0796 8.55275 1.01768 7.53507 12.5679 0.517624 0.0166205
internal_count=4633 3645 416 3229 394 988 917 2997 310 2687 128 2559 250 213 344 60 284 103 68 181 88 2463 419 2044 354 138 216 1957 614 263
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=0 10 19 13 0 22 9 8 22 0 10 21 20 20 22 18 23 23 10 13 20 17 7 18 22 5 7 7 2 16
split_gain=4.00343e-05 0.00063159 0.000320993 5.1065e-05 2.20815e-05 0.000255853 0.000709423 0.000953548 0.000544355 0.000132522 0.000131095 9.71008e-05 8.72242e-05 0.000135861 8.42747e-05 0.000126313 4.26165e-05 0.000181904 5.73425e-05 3.49148e-05 3.72115e-05 3.2141e-05 2.20228e-05 9.00155e-05 2.37659e-05 5.45152e-05 1.93892e-05 8.65992e-05 0.000155582 3.20533e-05
threshold=83.479313408550013 58.309968391300011 14.351157895250003 92.146902421150017 86.345209775600011 -0.58319500000000002 184.36538191430003 7.8438787148500007 -0.59915999999999991 86.208098410950015 74.257902021100008 14.731151610350002 42.081757894750005 45.044778924400006 -0.092084999999999986 13.278511569200001 0.10307000000000002 0.092015000000000027 61.971648364950006 117.57971633515002 41.32819714970001 185.54770736950005 22.929105819350003 13.278511569200001 -0.117885 21.438877744300004 23.209106085000005 23.445318439400001 201.25557642380002 22.674946976100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 9 8 7 10 -6 12 -7 22 14 -14 15 -5 17 18 -16 20 -20 -18 24 -24 -8 -26 -25 28 -28 -29
right_child=3 -3 -4 4 5 6 11 -9 -10 -11 -12 -13 13 -15 16 -17 21 -19 19 -21 -22 -23 23 26 25 -27 27 29 -30 -31
leaf_value=-0.014579319921358903 -0.01622604510473117 -0.061564937672196167 0.054906213228656631 0.0019793004317581013 -0.018881470079152529 -0.020511587933562461 -1.7021116294317799e-05 0.10001486822656465 0.064937306773478962 -0.0016772342602558122 0.025584415202821637 0.001399235211635818 -0.0020438866998824315 0.00025862943548684431 -0.0011167540254073461 0.00016269991305075808 1.5320258719428624e-05 0.0018974685725716344 -0.0009488180648848948 0.00049126709108436996 0.00026529137928003676 -0.00053090850509163688 0.0013575988776069695 -0.00033426086947920745 -0.0013754887923324059 8.6665769661281903e-05 0.0021557437468382825 -1.7536947994925852e-05 -0.00031531320102630282 0.00078722097848844461
leaf_weight=0.0013560047766489466 0.0019392230546405589 0.0015054055289060314 0.0013042996729382139 0.51356110746959283 0.0013699107311389014 0.0012604685859765345 1.5024381816222105 0.0016627570594209828 0.0017836424017464428 0.52084236349419022 0.0012084779732520444 0.51388316340951945 0.52456804187023387 0.50102996462626126 0.50573298808468159 1.5028470831548242 1.8579551162622205 0.51515895955765234 0.50439214710129243 1.0056561396258983 0.50537641670143785 2.5635944562136501 0.50798184606174146 1.5088663536066658 0.5086379743788807 0.51134851421920757 0.51708469433652016 25.154042174243148 0.5023134503790061 0.50486131729462513
leaf_count=338 967 334 28 75 62 194 26 10 75 37 261 78 243 16 25 37 16 32 19 25 27 44 17 46 32 28 107 1384 6 44
internal_value=-8.52501e-09 -0.00980281 0.0194882 9.4644e-07 1.68236e-06 4.4028e-05 4.11977e-05 0.0414755 0.0285262 -0.00012027 0.00205107 3.58026e-05 -4.30369e-05 -0.000919051 5.17924e-05 0.000625372 -0.000103288 0.000185178 -0.000164701 7.41985e-05 -0.000341172 -0.000301381 1.33587e-05 3.82611e-05 -0.000269932 -0.000642469 1.44844e-05 3.42086e-05 0.000938118 -1.70263e-06
internal_weight=42.7656 0.00416571 0.0026603 42.7614 42.7595 31.7387 31.7356 0.0041317 0.00315355 11.0207 0.00246895 31.7315 10.4999 1.0256 9.47427 2.01641 7.45787 3.03632 2.52116 2.01542 1.00977 4.42155 31.2176 28.6951 2.52242 1.01999 28.1872 26.6783 1.0194 25.6589
internal_count=4633 700 366 3933 2966 2370 2233 465 137 596 455 1768 559 259 300 112 188 128 96 71 46 60 1690 1604 86 60 1587 1541 113 1428
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=8 19 21 2 3 17 21 22 22 9 18 8 7 22 8 21 5 23 3 2 23 4 23 6 19 15 20 20 6 20
split_gain=4.62798e-05 3.23613e-05 5.86941e-05 9.15217e-05 0.000139465 0.000316227 6.95647e-05 0.000153012 5.32252e-05 7.23788e-05 0.000135228 6.7223e-05 7.60191e-05 5.58661e-05 4.75248e-05 3.80297e-05 3.67919e-05 2.6958e-05 9.3673e-05 0.000303516 8.36686e-05 2.44141e-05 2.29386e-05 0.000142524 3.37885e-05 2.68424e-05 2.01851e-05 0.000128625 6.31416e-05 2.62129e-05
threshold=8.8430989333000021 14.351157895250003 4.7516206878500009 108.01392853780001 93.883646373400012 199.59317753375004 2.6195973652500002 -0.11534 -0.093604999999999994 192.39832633775004 13.391483899700001 8.543332867800002 23.365573965200003 -0.16164499999999998 8.4434108459500017 15.833449912500003 23.714185006400005 0.10487000000000003 76.190903416900014 203.29256851545003 0.11458500000000002 256.08338064055005 0.096480000000000024 14.745344522600002 12.451004585100002 20.734744936600006 38.238138001450004 36.558960102350007 15.745367888000002 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 6 4 5 -4 16 -8 13 10 -10 14 -13 -5 -11 17 -3 18 19 -1 -19 -22 25 24 -24 -20 27 28 -27 -28
right_child=-2 2 3 8 -6 -7 7 -9 9 11 -12 12 -14 -15 -16 -17 -18 20 22 -21 21 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=-0.059177684962932034 -0.00093560974212091366 0.00087236535138162253 0.0033492613456689115 0.00019128501164258525 -0.00039899304530752996 -0.00015239033965101773 -3.9321850660137135e-06 -0.0021198227459134525 0.0021422088859183439 0.00010543971894537679 -0.00016592598565751628 -3.0003199080884994e-05 0.001196199663673507 -0.0012961728290645862 -0.00056502446066536633 -0.0009038510352474727 -0.0001663866004540229 -0.0014513854185718286 0.00069610923931164893 0.011846565699522867 -0.00074875976403572162 -8.0132792142936411e-06 0.00015014040727340553 0.0017616176823840902 -0.00079519606853974383 0.0010484132586041919 0.00069899136875299574 -0.0016857961616857005 -0.00053243490870993535 -3.1422279543632977e-05
leaf_weight=0.0010794034940691526 0.522206927612756 0.5653993456269284 0.52484176237157842 0.50212784514955899 0.50538452847467841 0.50706744440321927 1.0004122949927703 0.5191238175451075 0.51412810943751963 3.5148799896466301 0.50135909067704176 1.0055990842486262 1.0168201339185001 0.5079000369348694 1.5120247612908881 0.51063489003952511 0.85905718516033858 0.51888659529461723 0.50752117508237304 0.0013595019405777118 0.50960857783030045 3.5062910556630285 1.5024351776965827 0.52586357580190668 0.50523403960420399 0.5082286588832815 0.50468480254270431 0.50975990161808704 0.50244179961813529 18.572893321238553
leaf_count=518 204 162 81 26 32 24 13 73 47 51 13 22 30 51 32 265 72 126 474 462 65 115 43 75 61 80 10 105 108 1193
internal_value=2.57931e-08 1.15921e-05 0.000138916 0.000248512 0.000962025 0.00162859 -0.000256144 -0.00072679 0.000127642 0.000213347 0.00100265 9.96444e-05 0.0005865 -0.000556694 -9.62268e-05 -4.85753e-05 0.000245918 -3.30752e-05 9.76411e-06 -0.0195871 -0.000256412 -0.000102012 1.1786e-05 0.000296103 -8.77554e-05 -2.23438e-05 -4.0046e-05 -0.000390702 0.000262515 -1.20997e-05
internal_weight=42.7653 42.243 13.5561 10.6121 1.53729 1.03191 2.94399 1.51954 9.07484 8.06481 1.01549 7.04932 2.02242 1.01003 5.0269 28.6869 1.42446 28.1763 23.6415 0.00243891 4.53479 4.0159 23.6391 2.53353 2.00767 21.1055 20.598 1.52043 1.01067 19.0776
internal_count=4633 4429 729 409 137 105 320 86 272 195 60 135 52 77 83 3700 234 3435 3129 980 306 180 2149 179 104 1970 1496 293 188 1203
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=8 8 5 0 22 22 21 6 23 5 19 17 16 17 17 15 9 8 19 7 15 17 17 7 15 12 20 6 5 6
split_gain=3.7463e-05 3.09078e-05 6.50824e-05 2.65466e-05 0.000120914 0.000320688 9.5487e-05 8.08323e-05 7.36539e-05 4.45213e-05 5.45644e-05 0.000123784 2.64593e-05 0.000110439 8.04836e-05 5.79683e-05 0.000688284 0.000819937 6.75531e-05 5.4404e-05 4.60091e-05 2.43259e-05 8.16306e-05 0.000110842 2.06656e-05 2.10035e-05 0.00010191 2.10178e-05 0.00013783 8.72652e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 86.345209775600011 -0.051199999999999996 0.022350000000000005 14.731151610350002 16.395383075500003 0.10249000000000003 24.453399453300005 14.451165964200003 188.27285108100003 22.634947069650003 191.86029796145002 194.99099661610003 17.138389019350004 184.36538191430003 7.8438787148500007 12.651020723000002 23.543468673550006 43.376643616500012 189.90635174060003 185.06340398685003 22.398098708400003 40.856592954650004 212.31925379130004 41.319407281650008 15.975373262050001 19.221712148250003 16.435384010100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 12 -1 -7 10 21 -12 15 -14 -15 -5 17 18 -17 -16 24 22 -9 -24 25 27 -27 28 -18 -29
right_child=-2 2 -4 6 5 8 -8 9 -10 -11 11 -13 13 14 19 16 20 -19 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.001210309843019559 -0.00084152115107854239 0.00096995706994446702 -6.6980148023278109e-05 -0.017364610318727179 -0.0029744356474226091 0.00091848132413979147 0.0013843879785377265 -9.1430091410444586e-05 -0.00075497780094239497 -0.00081816970636354827 -0.00029261087667150617 0.0019089199730623141 0.0016356029411622051 -0.0011041854193492068 -7.4136502986589102e-05 -0.012598349627018168 -6.752418955595167e-06 0.10001342565763521 0.02264288544880444 0.0011946081345971145 -0.00096386880070117138 -0.00024680227472783609 -0.0001031946348237511 0.0019867535594768732 0.00062507005670680118 0.00020596951617731846 -0.0015293657061469391 0.0010042616928102378 -0.0016649753256190202 1.3125098764196105e-05
leaf_weight=0.51402664802748788 0.52251039863665383 1.0128250937354999 1.5042514640503553 0.0019262023423703969 0.52526309460316456 0.5069803601017655 0.51528253873097085 2.8591250067893985 0.54652735562615051 0.50683108019665191 0.5020405795494296 0.51985523960885871 0.50997245928738211 0.50527724466519464 1.002598850027425 0.0011517609265853093 16.084579173554346 0.0015036377917567734 0.0010306766465677519 0.50983855516233223 0.50899351159305339 2.0077888311189298 0.50242010388683389 0.51275296691483163 0.51204267987321728 1.0062314022040029 0.50990637174991782 1.0170915897633657 0.51737844849213743 7.0169161169569634
leaf_count=209 204 34 38 877 113 152 302 41 12 418 14 77 9 10 12 261 784 10 145 65 63 35 13 31 55 184 198 107 88 72
internal_value=3.74864e-08 1.0447e-05 0.000350264 -1.10845e-05 -0.000156861 -0.000956013 3.47567e-05 2.34503e-06 5.03423e-05 8.64568e-05 0.000152867 0.000827344 1.13462e-05 0.000320815 -1.1494e-05 -1.74352e-05 -1.62056e-05 0.0431926 0.00404465 0.000353554 -2.2067e-05 3.56897e-05 0.000182086 0.000952416 -4.08887e-06 -1.64074e-05 -0.000377657 5.82448e-06 -5.84288e-05 0.000138601
internal_weight=42.7649 42.2424 2.51708 39.7253 9.50361 1.57877 30.2217 7.92484 1.05351 7.41081 6.90398 1.0219 29.7064 2.52769 2.01771 27.1788 27.1768 0.00368608 0.00218244 1.51244 27.1731 5.88209 3.8743 1.01517 26.6641 26.1521 1.51614 24.636 16.602 8.03401
internal_count=4633 4429 72 4357 1115 277 3242 838 164 629 211 91 2940 96 87 2844 1967 416 406 77 1551 120 85 44 1488 1433 382 1051 872 179
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=8 14 20 23 15 7 19 20 8 16 13 22 22 20 8 10 12 10 21 23 9 13 16 21 5 4 15 23 17 22
split_gain=3.03308e-05 2.93177e-05 4.33354e-05 4.70388e-05 2.88439e-05 0.000181749 3.88979e-05 3.12272e-05 2.99938e-05 4.73932e-05 3.87538e-05 0.000109871 0.000272636 0.000321273 0.00026532 0.000283041 0.000213503 0.000101304 6.93573e-05 0.000108533 5.89571e-05 6.15437e-05 3.81084e-05 0.000106684 0.000173067 2.24207e-05 8.96196e-05 0.000125459 0.000143285 5.67163e-05
threshold=8.8430989333000021 144.12207640715005 33.036871954450007 -0.27651499999999996 46.435439118750004 23.543468673550006 14.651182102100002 42.206017975500011 8.7431769115000026 22.614947116400003 117.60660091645001 -0.16533 -0.25224999999999992 42.686561923500008 8.4434108459500017 75.629015667650023 174.98083315150004 61.950140699950005 4.8172533029000011 0.10131500000000003 186.70853236170004 117.73026999045001 22.634947069650003 8.1054293463000011 23.714185006400005 263.48865013970004 38.86986296220001 0.08079500000000002 195.44378352670003 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 8 -7 10 -10 11 12 14 -14 15 16 -5 18 20 -20 -12 -22 25 24 -24 26 -13 -28 -29 -27
right_child=-2 2 3 4 5 7 -8 -9 9 -11 17 22 13 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 29 27 28 -30 -31
leaf_value=-0.014591392435935442 -0.00075695958331695071 -0.020476049171951366 -0.018305776549810755 0.065091023990981198 -0.0019566563084654925 -0.00019665968269489068 0.00089345432724646182 0.00091522837292495353 0.00087950452241407112 -5.8654784800843593e-06 0.000147774925522071 -3.325192275119558e-05 0.071366965084104506 0.0044067328465999742 -0.04820320402341647 -0.03186010255518304 0.00040756050284151317 -0.0011567194731979466 0.0016222302114232798 -5.762701245750723e-05 -0.0017606475802765889 -0.00023290215361717904 0.0024808154374881962 3.8368734279073108e-05 -0.00012668312661788894 0.000101294041913803 -0.0001308055347915603 0.0026119434916131918 0.00023962696969675459 -0.00060888331703500584
leaf_weight=0.0013751864386851711 0.52278343738043176 0.0010325707860862057 0.0014020757644094264 0.0010059490758480552 0.50949098931479397 0.50467099480123401 0.51159682862907985 0.50567842286167775 1.0116482479700146 1.5026113026096934 0.85586529647116405 21.628092724547077 0.0013644299586962304 0.0015090073733444662 0.0010190092067023926 0.0010377589019791127 0.0010356468358851956 1.0170495966303859 0.5162699519129258 1.5081197702529607 0.50883660560430122 0.54729400328869815 0.51849300772187124 3.5141921135754401 0.50002557707864526 2.5158186955897959 1.0032416796448154 0.51743758327404499 0.501212336299659 2.0334774365690862
leaf_count=36 204 254 144 112 114 32 40 43 27 29 6 1313 165 216 31 213 61 36 71 19 29 12 71 44 10 547 20 45 5 684
internal_value=6.53796e-08 9.43428e-06 9.90962e-06 1.04104e-05 1.10184e-05 -0.000416712 2.69838e-05 0.000359839 1.59587e-05 0.000350376 -6.34853e-06 3.30927e-05 0.0125854 0.0362023 -0.00397287 0.0106637 0.0322788 -0.000267029 -3.7159e-05 0.000370779 -0.000469077 -0.00096896 3.04191e-05 0.000299551 0.00120071 -1.28406e-05 2.62671e-05 0.00066294 0.00144468 -0.000216146
internal_weight=42.7647 42.2419 42.2405 42.2395 42.2381 1.51984 40.7183 1.01035 40.2067 2.51426 37.6924 32.739 0.0069718 0.00287344 0.00409836 0.00307935 0.0020416 4.95344 3.93639 2.02439 1.912 1.05613 32.732 4.53271 1.01852 28.1993 23.65 2.02189 1.01865 4.5493
internal_count=4633 4429 4393 4139 3995 189 3806 75 3766 56 3710 3537 798 381 417 386 173 173 137 90 47 41 2739 125 81 2614 1383 70 50 1231
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=16 8 14 15 5 19 20 9 15 18 15 7 7 19 22 15 2 4 23 10 22 16 23 6 20 13 21 17 7 6
split_gain=2.52138e-05 2.45255e-05 2.37993e-05 5.74586e-05 6.51458e-05 0.000151185 3.36495e-05 5.06098e-05 0.000132412 4.04837e-05 2.30657e-05 0.000147016 3.48827e-05 3.48408e-05 6.3031e-05 0.000156725 0.000408726 7.09441e-05 8.89563e-05 6.27816e-05 0.000127517 4.71421e-05 4.79875e-05 7.75277e-05 4.40902e-05 7.76702e-05 3.31441e-05 2.75377e-05 1.7959e-05 5.96111e-05
threshold=9.7049773055000017 8.8430989333000021 144.12207640715005 15.508466602900002 13.153721664750002 11.950964240300001 33.036871954450007 177.59430306730005 21.761438576950002 12.964611930900002 46.435439118750004 23.543468673550006 24.068567769550004 14.351157895250003 -0.066979999999999998 37.491361913600009 102.91212950120001 193.23397520390003 0.089505000000000015 61.993156030000002 -0.076544999999999988 22.594947163200004 0.095830000000000012 16.465384711100004 41.444941515100005 117.59584708395001 14.202008575100001 188.27285108100003 23.989000783400005 14.845346859150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 8 -8 -10 13 -12 -13 26 17 -16 -17 18 -15 20 -19 24 23 -23 -21 -26 28 -20 -9 -30
right_child=1 -3 3 4 6 -7 7 10 9 -11 11 12 -14 14 15 16 -18 19 27 21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.01391997379120063 -0.013160329115769196 -0.00068091727966451286 -0.023787301709500115 0.042980899311787085 -0.018122470226203533 -0.0031469607327714471 -0.016174973206215731 -0.00011669665185320556 0.013693436815643299 0.042121421599776498 -0.0017587101077682528 0.00090917647214000172 -0.00026613936375939292 0.0016066961048631968 7.8544459896454956e-05 -0.00042714622741596848 0.0034387957280564009 -0.0020080418313586468 -0.00012924531365940623 4.3565106172015392e-06 0.00023669642826823186 0.0016745194002047417 -8.4612418311857032e-05 -7.7216547749166188e-05 -0.001720341914814835 3.4765372395969479e-05 -0.000836528195155086 0.00056024863964143114 -2.9907546505750498e-05 0.0005509330111241104
leaf_weight=0.0013012260452559534 0.0013724091567927079 0.52302909885346238 0.0010147132803685057 0.0011616274219207125 0.0010236412538152653 0.0018296865269253949 0.0010324017283638012 12.069495589290161 0.0010017844858109248 0.0010019840279928971 0.51011806776034063 0.50714120820643038 0.50296708680394886 0.52226019078443497 2.5147359849033815 0.54510398997808784 0.54881993061326284 0.51062350476149732 1.3580505414001893 1.5048606292557454 0.50172798775020033 0.50999890097682532 1.5011425330194468 0.50068802600651452 0.50852806521133664 0.50011473149061203 0.51274268769019826 1.0100813164608551 13.55987474056082 2.0316349989670917
leaf_count=592 36 204 321 206 93 388 284 267 238 135 114 35 40 145 46 4 129 51 24 33 4 36 19 8 52 2 96 23 862 146
internal_value=7.77807e-08 -3.45783e-07 8.08124e-06 8.5091e-06 9.08077e-06 0.014766 8.0356e-06 8.47504e-06 0.0129188 0.0279088 7.54685e-06 -0.000374897 0.000323947 2.18282e-05 0.000160511 0.000513199 0.00151239 1.79567e-05 0.000425371 -0.000177083 -0.000895535 -3.23507e-05 0.000274034 0.00080672 -0.000338531 -0.000850108 -3.98826e-05 0.000164845 -2.51154e-05 4.57783e-05
internal_weight=42.7645 42.7632 42.2401 42.2388 42.2378 0.00299131 42.2348 42.2337 0.00303617 0.00200377 42.2307 1.52023 1.01011 40.7105 12.5367 3.60866 1.09392 8.92808 2.89039 6.03768 1.01235 5.02533 2.51183 1.01069 2.5135 1.00864 28.1737 2.36813 27.661 15.5915
internal_count=4633 4041 3837 3801 3480 594 2886 2793 657 373 2136 189 75 1947 576 179 133 397 192 205 55 150 63 44 87 54 1371 47 1275 1008
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=0 5 7 9 7 15 16 15 7 19 20 20 3 14 5 9 22 20 22 16 16 21 3 15 23 20 21 5 23 22
split_gain=3.30748e-05 0.000542667 0.000702288 3.85591e-05 0.000234144 0.000434594 0.000255052 1.88347e-05 0.000118411 3.824e-05 3.23957e-05 2.7016e-05 7.29024e-05 0.000177366 4.87159e-05 3.04437e-05 6.40472e-05 2.87866e-05 8.83454e-05 2.76341e-05 5.64722e-05 6.02002e-05 4.4738e-05 0.000174593 5.51515e-05 0.000107607 4.38312e-05 4.23855e-05 3.02359e-05 2.25348e-05
threshold=83.479313408550013 30.133297129900004 20.714163848350005 179.11733629770001 22.398098708400003 22.504462263300002 14.184966829400002 46.435439118750004 23.543468673550006 14.651182102100002 42.206017975500011 42.206017975500011 93.216908757050007 181.67250789200003 13.153721664750002 192.20980299475005 -0.083834999999999993 41.972095654800007 -0.088039999999999993 22.624947093000003 22.604947139800004 14.92000767885 93.345954747300013 37.050691080100002 0.10307000000000002 40.518963363600001 14.92000767885 20.769304081650002 0.11071500000000002 -0.08158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 9 -9 11 -10 14 15 -14 -5 -13 -17 19 -19 20 21 28 23 -21 25 -24 27 -27 -16 -18
right_child=3 -3 -4 7 6 -7 -8 8 10 -11 -12 12 13 -15 17 16 29 18 -20 22 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.011259649415028461 0.013845996293930503 0.032224608994859127 -0.10001610615586753 0.020296922594594036 -0.012330640489451407 -0.070835069832494865 0.050133092262405081 -0.001584564497126935 -0.00028302423965971877 0.00087156045494924067 0.00084968734196005772 -0.00077546578948421935 -2.4828255300101308e-06 -0.0022786151402002419 2.1305280610508723e-07 0.0010974537739730018 -0.00069560807989242765 -7.3306821980128906e-05 0.0015379682305256487 3.8010529299361363e-05 -0.00062593337455095401 0.0010810760237969818 0.0009776014523440622 0.0021635570984053988 -0.00020426133635335604 4.8194759496910363e-05 0.00032936939247345818 -0.0012492983507246761 -0.00077399622914571227 -2.0953163077093046e-06
leaf_weight=0.0011981789442921933 0.001138164960666121 0.001786591486397815 0.0010769644204579043 0.0011882169716156401 0.0017340226374439275 0.0012963265569425064 0.0010492318755419942 0.51070055901435552 0.50451327515328592 0.51437867713565211 0.50545739868024597 0.50384241796196505 1.0061710542420019 0.51891755257944883 17.619604269065164 0.5207384392239075 0.50483351592160808 1.0037595824188219 0.51481509866374597 1.5032185742870736 1.5190482627731388 0.50867010987035755 1.5145465692457949 0.52016425718966264 3.9143389114069578 0.50044942920794733 1.0029583203722721 0.50667647396261373 0.51930414942617886 6.5168315318236827
leaf_count=383 186 179 138 264 680 111 237 121 33 53 44 51 42 103 844 335 42 32 55 17 41 38 35 64 37 22 10 28 146 262
internal_value=8.43368e-08 -0.00902336 -0.041414 9.41459e-07 -0.00859504 -0.0312453 0.011217 1.99049e-06 -0.000343629 1.47365e-05 0.000283861 3.91302e-06 -0.000143027 -0.000776946 4.90645e-05 -2.28737e-05 2.74005e-05 4.82921e-05 0.000472935 2.65279e-05 -3.96247e-05 8.13647e-06 0.000167516 0.000584439 5.41133e-05 0.000341056 -0.000138565 -0.000604563 -2.1952e-05 -5.19565e-05
internal_weight=42.7644 0.00406173 0.00227514 42.7603 0.00521775 0.00243449 0.00278325 42.7551 1.52067 41.2345 1.00997 40.7201 9.57133 1.52509 31.1487 8.04625 7.5424 31.1476 1.51857 29.629 20.1666 18.6476 9.46235 2.02338 7.43897 3.52463 2.01008 1.00713 18.1389 7.02167
internal_count=4633 700 521 3933 1214 297 917 2719 198 2521 77 2468 835 145 1633 690 639 1369 87 1282 1069 1028 213 81 132 95 60 50 990 304
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=8 8 17 2 10 18 17 13 17 3 17 15 21 16 21 9 3 22 13 17 10 20 20 0 7 7 3 20 20 5
split_gain=2.56617e-05 2.62942e-05 3.94414e-05 8.7162e-05 2.5882e-05 5.80534e-05 0.000225879 7.50592e-05 0.000125377 5.09908e-05 3.5941e-05 2.61339e-05 4.50367e-05 4.16771e-05 9.07106e-05 0.000167156 3.43074e-05 0.000142315 0.000521341 0.000488816 0.000203308 1.68998e-05 7.41446e-05 4.92693e-05 3.7413e-05 5.53924e-05 4.49687e-05 2.82337e-05 3.52582e-05 1.75377e-05
threshold=8.8430989333000021 8.7431769115000026 188.85216786605002 77.002902305750027 61.987779113750001 13.565012728250002 191.32023496460002 117.62810858150002 188.27285108100003 93.776108048150022 186.34046889365004 46.435439118750004 14.849677877150002 22.634947069650003 8.1054293463000011 188.55070358395002 93.571785230250015 -0.14704500000000001 117.47755492620001 196.58703564235003 69.873026810350026 36.558960102350007 38.238138001450004 93.843319501450011 22.812602664350003 23.109894804950002 93.14163192940002 38.396531328800009 38.751720283100006 17.089764221050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 10 11 -9 12 13 16 15 -15 17 18 19 20 -6 23 -23 -19 26 -26 -24 -27 -29 -25
right_child=-2 2 3 -5 9 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 21 -20 -21 -22 22 24 29 25 27 -28 28 -30 -31
leaf_value=-0.0012692481160873005 -0.00069623598022106894 -3.0067702751467951e-06 -0.0001321048706806185 0.0017224513014076955 0.058850015113119304 0.0003478572945530365 -0.0023320217614980344 1.7468352773735414e-05 0.001479607259519481 0.0010108622692055617 -0.00068544216415920563 -0.00070096685954202504 -0.00090588501874785043 -0.00015103240164375336 5.9944342714108619e-05 0.0024145308233779793 -0.00082520966628489567 0.0011279473546601815 0.066233851839958932 -0.043953643401617157 0.0039703798363454048 -0.0011981726258821601 -6.9632104927939845e-05 0.00023492962078028621 -0.0010525319121507076 0.00074210775274977331 0.0012643292272205425 -0.00083710110606132436 5.5025622715084422e-06 -0.00048833123252076149
leaf_weight=0.51050418015938825 0.52280900434446564 1.5027934585636153 0.50198724150322938 0.5118019739227293 0.0010394565363611966 1.5134224235785225 0.51978639399404603 2.3610423713751287 0.5116128843997102 0.51589852623778298 1.0513438491221903 0.51055815901293655 0.51678761474182167 0.49969785185748949 3.0069520793823372 0.51639862349384202 0.50493559505269914 0.51304417091718058 0.0015111148677533492 0.0017077565636484963 0.0019254998059895496 0.52226544414759146 0.50219110408195777 1.0039147290571417 0.50800380405865198 0.50566478598731279 0.50869328378757928 0.50802065868895496 22.104340805222982 0.5033578749527835
leaf_count=425 204 19 8 45 81 53 60 138 48 274 23 62 313 8 24 68 17 55 8 356 358 184 98 198 36 23 42 39 1330 36
internal_value=7.06283e-08 8.68864e-06 0.000322151 0.00080415 -1.11694e-05 -0.000194205 -0.000359792 -0.000128619 1.97743e-05 2.44268e-05 -0.000199096 8.88355e-06 2.01282e-05 3.5218e-05 0.000335974 0.00115283 -8.47756e-06 6.69209e-06 0.0151754 -0.00133651 0.0232101 3.24094e-06 -1.91041e-05 0.000281506 5.89037e-06 -1.95998e-05 0.000601639 3.09817e-06 -1.34278e-05 -6.60535e-06
internal_weight=42.764 42.2412 2.51658 1.01379 39.7246 6.46771 4.95429 4.4345 3.924 33.2569 3.41239 32.741 32.2305 31.7137 4.02305 1.0161 27.6906 27.1857 0.00618383 0.00467271 0.00296496 27.1795 25.1592 2.02032 24.6369 23.626 1.01088 23.118 22.6124 1.50727
internal_count=4633 4429 72 53 4357 747 694 634 209 3610 161 3336 3274 2961 100 76 2861 2844 803 795 439 2041 1752 289 1568 1428 140 1392 1369 234
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=21 15 22 19 23 8 19 0 23 16 23 15 15 16 2 4 12 6 6 19 23 23 15 2 6 22 23 20 21 17
split_gain=2.54952e-05 3.05497e-05 0.00016554 2.6844e-05 2.54708e-05 0.000141685 3.45984e-05 6.51844e-05 2.52914e-05 7.34962e-05 4.96258e-05 0.000201947 0.000195645 0.00128077 0.000546423 0.000294239 0.000137617 5.73293e-05 5.33133e-05 8.32565e-05 3.03693e-05 3.36724e-05 2.49442e-05 2.15701e-05 9.08702e-05 2.0634e-05 5.87305e-05 2.56238e-05 0.000181293 5.91855e-05
threshold=15.833449912500003 46.055224235250002 -0.086139999999999994 14.651182102100002 0.13026500000000005 8.4434108459500017 14.551174033150001 86.780739992750014 0.10787500000000003 22.534947303500005 0.096480000000000024 37.882159664350006 19.527500348350003 14.184966829400002 138.24741514690001 273.29151239050003 148.96091148645004 14.745344522600002 16.575387281250006 14.451165964200003 0.094780000000000017 0.094385000000000011 45.102215827400009 185.00267682035005 16.455384477450004 -0.095074999999999993 0.091705000000000023 36.859113051050009 3.2738626606000003 187.52613723835003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 8 -8 10 -10 12 16 13 15 -15 -1 17 -12 19 20 21 22 23 25 -25 26 -14 29 -29 -27
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 11 -13 18 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.064979072506251373 0.00069416867533896455 0.0007352132869069205 -0.001811001909950578 0.00072327381934184911 -3.4767273732885636e-05 0.0017885165864022627 -0.0013444478895991742 -8.1555697362621575e-05 -0.0013472428082554532 -7.9735732858775748e-05 3.3325859521011443e-05 0.0016835838457125139 3.3764408303349732e-05 0.097589146745903688 0.0086950287983449878 -0.001325119982768332 -0.0015244486263700796 0.0012152750076195266 0.0009881978323307086 -0.0012948537361945781 -0.00078625151991471942 0.00080635887608788851 -0.00071450019916595019 0.0014361726535631327 -0.00019547317564727677 -0.00037443435256255699 0.0011520462089159138 -0.0019507069093878831 -5.7930895779346921e-05 0.0011568539913527167
leaf_weight=0.0012572520610190452 0.5227426843316455 0.50635441368043566 0.51506250052110114 0.5136597586876509 2.5066998157032709 0.51351134972438917 0.56098387243076731 1.505651048108575 0.51640951401842627 4.0083030940568278 2.0048088531691231 0.89211504350646453 6.5173286338710126 0.0018660484290153809 0.0010985750190687926 0.0017191947560299108 0.51101057733168609 0.51599488483504163 0.51124012743923586 0.52066725708459571 0.50434215773194679 0.50433361903299001 0.50516966179679812 0.51764560757563671 1.0020790350813014 0.5012996762614208 0.50610523413932629 0.52428222959806881 14.541715434573074 0.50837736124249444
leaf_count=395 299 121 113 67 110 36 81 40 152 36 73 79 457 45 86 611 147 63 373 95 49 21 18 445 54 14 39 164 301 49
internal_value=8.13483e-08 -8.50813e-06 -0.000548748 4.87893e-06 -4.18633e-06 0.000275237 -2.65798e-05 -0.000424365 -3.50017e-06 -0.000224397 2.86437e-05 0.000361074 -1.93654e-05 0.0181255 0.0646484 -0.0282126 -2.80762e-05 0.000275264 -2.33338e-05 -4.27361e-05 -1.77889e-05 -2.66626e-06 -1.89064e-05 -4.63311e-06 0.000360295 -2.86423e-05 0.000114347 -9.11141e-05 -0.000123798 0.000396577
internal_weight=42.7638 42.2411 1.02142 41.2197 40.706 3.02021 37.6858 2.06663 35.6192 4.52471 31.0945 3.92393 27.1705 0.00594107 0.00296462 0.00297645 3.03181 2.5208 27.1646 26.6533 26.1327 25.6283 25.124 24.6188 1.51972 23.0991 7.02343 16.0757 15.066 1.00968
internal_count=4633 4334 234 4100 4033 146 3887 121 3766 188 3578 362 3216 1137 131 1006 283 136 2079 1706 1611 1562 1541 1523 499 1024 496 528 465 63
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=0 10 19 9 7 15 16 8 22 22 19 22 13 20 4 23 9 19 21 3 22 22 22 6 16 15 20 18 9 13
split_gain=2.8679e-05 0.000467038 0.000295243 3.07201e-05 0.000200791 0.000391142 0.000208881 2.27511e-05 2.46697e-05 5.72175e-05 0.000134131 9.32096e-05 0.000360439 5.36158e-05 4.68279e-05 4.39914e-05 0.000172251 0.000119314 9.0842e-05 0.000137249 4.17591e-05 9.6154e-05 8.84432e-05 0.000196845 4.69468e-05 3.85063e-05 3.23496e-05 4.80271e-05 2.69717e-05 3.32722e-05
threshold=83.479313408550013 58.309968391300011 14.351157895250003 179.11733629770001 22.398098708400003 22.504462263300002 14.184966829400002 8.8430989333000021 -0.036264999999999999 -0.051199999999999996 12.651020723000002 -0.064729999999999996 109.40142670235001 43.477771593600004 147.36370056065002 0.096480000000000024 200.15236065845002 14.251149826300002 5.6297227860000012 81.075831839950027 -0.085550000000000001 -0.088039999999999993 -0.08158 16.495385412050002 22.644947046300004 44.483611103700007 42.081757894750005 13.453871405300001 206.50942114985003 117.48293184245001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 8 9 11 -11 13 14 20 -13 17 18 -10 19 -17 21 24 23 -22 26 28 -5 -28 29 -24
right_child=3 -3 -4 7 6 -7 -8 -9 15 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.015764964002659351 0.013170575338499408 -0.055894146282581117 0.051996719031491369 7.8264320349115719e-05 -0.01060441441527428 -0.068213005756844788 0.046385927537748207 -0.000655428480525573 6.7587607571133258e-05 0.00011732356458764354 -0.001128602946111084 0.00034386455963442554 0.0028920048854735409 0.00096920633102045336 -0.0010201687795077959 0.00010184241841910253 0.0020486690105857345 -0.0014972004041559621 -9.5032992577029514e-05 0.002054618322368008 -0.0024838526295844409 0.0013758960433312211 0.00053408816440148716 0.00028758466455389728 -0.00095248512228433249 -0.00095668171052123985 -6.8573602415221706e-05 -0.0011909165722769608 -0.00074508565509439468 -0.00010119141719727449
leaf_weight=0.0013505820164464296 0.0011367586006431184 0.0013621777044670186 0.0012273176365908967 12.547920717673664 0.001726828788824178 0.0012290655594043437 0.001024791128519368 0.52027378390782431 7.0312603723885978 2.0023903578194608 1.5199359756325064 0.50113622844219274 0.52440139500868088 0.51581575087200704 0.50561862300044602 1.0016808704560567 0.52674699882903731 0.52356427222635193 4.0136284025105731 0.56177152915097384 0.52046028062808847 0.51425338743237858 1.0164254927234662 0.50489492416227222 0.51549440385832745 0.50502999838070639 1.5010490651633941 0.51109154890609598 0.50564571627051691 4.3644476544131976
leaf_count=338 186 334 28 574 680 111 237 112 380 16 44 2 65 263 49 19 109 120 70 41 134 71 144 27 116 40 36 158 68 61
internal_value=1.0158e-07 -0.00853109 0.0164958 8.87677e-07 -0.00774656 -0.0291089 0.0106206 1.81499e-06 9.91134e-06 -4.29271e-05 -0.000420312 1.01299e-05 0.000766139 -3.90812e-05 -0.000341189 0.000120458 0.000320118 -4.08553e-05 0.000156859 0.000803504 -6.16872e-05 3.12392e-05 -0.000257012 -0.00111917 -1.46294e-05 -0.000118701 1.85751e-05 -0.000353653 -4.68075e-05 1.88104e-05
internal_weight=42.764 0.00394008 0.0025779 42.7601 0.00511744 0.00236582 0.00275162 42.7549 42.2347 28.576 3.52233 25.0537 1.53116 23.5225 1.00675 13.6587 6.10383 7.55482 5.57708 1.56345 23.0067 15.5898 7.4169 1.02536 15.0756 6.39155 14.5601 2.01214 5.88652 5.38087
internal_count=4633 700 366 3933 1214 297 917 2719 2607 1868 60 1808 116 1692 51 739 239 500 130 60 1429 955 474 161 884 313 768 194 273 205
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=14 15 20 12 20 6 0 18 5 19 5 21 9 6 21 6 22 6 22 20 4 23 20 21 6 9 20 3 9 15
split_gain=2.96061e-05 9.81821e-05 4.4979e-05 3.26957e-05 2.98122e-05 0.000149379 6.45568e-05 9.50382e-05 7.88133e-05 3.30516e-05 0.000102895 6.31165e-05 6.83529e-05 0.000187858 6.48711e-05 6.07653e-05 4.31793e-05 3.6918e-05 0.000158219 3.85391e-05 6.18863e-05 5.25334e-05 5.29017e-05 3.82948e-05 4.94907e-05 0.000243832 8.91721e-05 5.94951e-05 3.26953e-05 3.22427e-05
threshold=333.18090622380004 45.793006327050001 43.022303514600004 285.94642765385009 42.206017975500011 16.455384477450004 86.345209775600011 13.023955459300002 21.252944829650001 14.351157895250003 20.452758643300005 4.7516206878500009 192.39832633775004 16.385382841850003 3.3069203559500004 16.465384711100004 -0.066979999999999998 16.465384711100004 -0.053874999999999999 41.087689990200012 215.30949546175 0.10876000000000002 38.171717059500004 8.9448347342500032 14.815346158200002 197.89372115420002 36.242939472700009 83.511574906150017 210.61272793875003 36.548474543700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 9 6 7 -6 29 17 -11 14 13 -13 16 -14 -12 19 -19 21 -21 23 -23 24 27 26 -26 -1 -22 -8
right_child=2 -3 -4 -5 5 -7 8 -9 -10 10 11 12 15 -15 -16 -17 -18 18 -20 20 28 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.0860180289593332e-05 0.00043187164684785323 -0.0013855642746433978 0.0011861316341719621 -0.00054948032019838525 0.00016536692179515596 -0.0018047365462466819 1.3121544347529134e-05 -0.0017717522175897484 0.0012433710207107379 0.0015633667772874235 -0.00035664603484208968 -0.00035386071260769063 0.00069018786273653129 0.0023547029255593728 -0.0013215065205653622 -4.0887571337595659e-05 0.00068769548211374475 -7.3561297868017452e-05 -0.0019340862705457722 0.0013559726734551775 2.0199170745337622e-05 2.2622830223212495e-06 -0.0014441994079790613 -0.00082270966783336546 0.00063398872009764768 0.0023559576196392944 -0.0012408952305252622 -0.0010636798413683971 0.00090235681173737512 -0.0008170962482663464
leaf_weight=9.0235417031158036 1.0043895234842861 0.51863549090989991 0.50945338913950955 0.51285427263809857 0.50317393217392925 0.52073874604328452 6.5237612633290389 0.50995582614780233 0.50801889587722993 0.52116734569153678 1.3615733201804676 0.5023904841073088 1.519777589383011 0.52225561611703597 0.51029620600957049 4.513127644420706 0.55821686067588361 4.5119337387846272 0.50859890523783136 0.51300419176734369 2.5101328606674231 0.50324205229862318 0.50816593950652234 0.50713644126718094 0.50456666081290913 0.519109769031047 0.51017068526543818 0.51552145377720116 0.50459761770748812 0.50391897063104796
leaf_count=528 98 161 480 478 105 282 813 52 51 86 72 6 29 48 20 60 52 265 85 75 114 78 59 134 56 77 60 128 55 26
internal_value=1.02704e-07 -1.84563e-05 0.000373141 0.000100158 -8.26693e-07 -0.000160382 -6.02187e-05 -0.000809676 4.05414e-05 4.56313e-05 0.000195336 0.000120189 0.000271536 0.00102668 -0.000319362 0.000143281 -5.29831e-05 -2.52479e-05 -0.000262039 4.8504e-05 0.000340629 -3.33405e-05 -0.00072449 2.70249e-05 6.59425e-05 0.000593163 -0.00030863 -1.88327e-05 0.000167852 -4.64091e-05
internal_weight=42.7634 40.7367 2.0267 1.51724 40.2181 9.06957 8.54883 1.01313 7.5357 31.1485 10.0088 9.48764 7.05755 1.02465 2.43009 6.03291 1.91979 21.1397 5.02053 16.1192 3.52773 12.5915 1.01141 11.58 11.0729 1.53385 1.01474 9.53906 3.01473 7.02768
internal_count=4633 3577 1056 576 3416 1329 1047 157 890 2087 373 287 143 54 144 89 124 1714 350 1364 244 1120 137 983 849 193 116 656 169 839
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=8 8 5 10 18 18 15 21 4 13 16 9 15 17 21 18 20 5 5 6 22 9 21 9 4 8 20 17 17 23
split_gain=4.26438e-05 3.33529e-05 4.17623e-05 3.71437e-05 7.93172e-05 0.000122225 8.21712e-05 7.57198e-05 0.000274567 5.75565e-05 0.000167025 0.000237162 7.8084e-05 6.66084e-05 5.97214e-05 0.000146564 4.48788e-05 4.17725e-05 3.43524e-05 3.12595e-05 5.30738e-05 2.59783e-05 3.80295e-05 3.54867e-05 3.32035e-05 3.23044e-05 3.39531e-05 0.000115572 3.47275e-05 5.94326e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 61.987779113750001 13.602243858600003 13.391483899700001 38.133874083650007 9.9821454294500018 185.92218515570002 117.55283175385001 22.624947093000003 193.49750438550004 42.33967733730001 189.19102531915004 14.849677877150002 12.880535946600002 41.404176814550006 22.825270530250005 22.665750084250003 16.545386580300001 -0.084729999999999986 198.14098854835004 0.26805182810000011 199.17419511990002 169.78554988275002 8.543332867800002 36.859113051050009 185.88129754265003 196.70927211395002 0.11636500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -6 8 -1 12 16 -12 14 -14 15 -5 -11 -9 21 20 -18 25 -23 -24 -25 26 27 -17 -28 -30
right_child=-2 2 -4 9 6 -7 -8 17 -10 10 11 -13 13 -15 -16 18 19 -19 -20 -21 -22 22 23 24 -26 -27 28 -29 29 -31
leaf_value=-3.9733690257089036e-05 -0.00089821746699790365 0.00086092877734308742 3.0206965082160954e-05 -0.03579766697009476 -0.00032809449900013783 -0.001847621558490161 0.0014738339794980013 -4.8853725661029897e-05 -0.0025540113534609941 0.00059689671339586395 -4.5711802986324714e-05 0.0029937839437061391 -6.1087999504215348e-05 -0.0016787685971966148 -0.0010599700253654514 -0.00034804075238867912 -5.8166919603998357e-05 0.00096681128637922473 0.00084864053452306579 0.00024118171373647794 -0.0013146057516277595 -0.00091053208558378748 -0.00085647125389090497 0.00043934073674013372 -5.4079847792917183e-05 -0.00063541163186573249 0.0001938052931550902 0.0017859208074559763 -0.0011857272335850974 0.00034455138696910321
leaf_weight=1.8596247628943088 0.52197938777791009 1.0120637965678718 1.5051992246961274 0.0011416928531237094 0.50083064401600175 0.5148397982869567 0.51157179593474211 2.0051372526104654 0.56668769340106284 1.0122152118461252 0.51001727807485486 0.51686518509768575 0.50225981595583735 0.51605687639766629 0.51132131662427482 0.50168198646340467 1.002720356448634 0.50741078767646675 0.50599245320122221 1.0016909035039132 0.50578275560853603 0.50954342691127053 0.50689037939379922 1.5101572766534417 14.07178077547047 0.50561998236980876 7.5370891953241674 0.5136269280666238 0.51335690298871639 0.5019519559289165
leaf_count=151 204 34 38 105 9 43 37 24 352 22 47 43 36 118 311 111 36 131 76 5 39 158 26 103 966 19 793 222 350 24
internal_value=1.09086e-07 1.12098e-05 0.000364198 -1.11587e-05 -0.000230461 -0.000381362 0.000582429 -0.000228515 -0.000626966 3.14788e-05 0.00036195 0.00148417 -2.08893e-05 -0.000880887 1.07374e-05 3.08809e-05 3.47908e-05 0.000156261 3.2386e-05 -0.000191874 -0.000479436 1.69007e-05 -5.99829e-05 -3.30455e-05 -6.25892e-06 0.000143586 0.000184753 0.000731493 0.000119846 -0.000429183
internal_weight=42.7631 42.2411 2.51726 39.7239 6.4661 5.4537 1.0124 4.93886 2.42631 33.2578 4.54929 1.02688 28.7085 1.01832 27.6902 27.1788 3.52241 2.51255 27.1777 2.51019 1.5085 26.6717 16.5984 16.0888 15.5819 10.0733 9.56771 1.01531 8.5524 1.01531
internal_count=4633 4429 72 4357 747 701 46 658 503 3610 192 90 3418 154 3264 2953 102 155 2848 80 75 2772 1253 1095 1069 1519 1500 333 1167 374
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=8 8 17 2 10 18 17 13 17 22 22 18 14 5 7 15 3 3 15 20 21 15 19 22 21 20 17 6 10 22
split_gain=3.45213e-05 2.70217e-05 3.99753e-05 9.00305e-05 3.00749e-05 7.7591e-05 0.000209925 0.000115284 0.000104784 5.41546e-05 0.000392678 0.000278288 0.000353879 0.000502553 0.000143882 0.00160875 0.000140263 5.71134e-05 3.30018e-05 5.16074e-05 3.82235e-05 8.74905e-05 4.54038e-05 0.00010715 0.000163543 0.000398952 5.87635e-05 7.75942e-05 3.3758e-05 2.36403e-05
threshold=8.8430989333000021 8.7431769115000026 188.85216786605002 77.002902305750027 61.987779113750001 13.565012728250002 191.32023496460002 117.62810858150002 188.27285108100003 -0.16262999999999997 -0.15689999999999998 13.480563334700001 269.62923649120006 16.546942136250003 22.375171215700004 35.133229767950006 82.912048743050008 93.776108048150022 46.435439118750004 33.96174662340001 14.849677877150002 17.138389019350004 14.351157895250003 -0.066979999999999998 12.377125061300001 42.283941020600004 195.44378352670003 16.485385178400005 62.020040611300011 -0.084259999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 -9 11 -11 -6 13 -13 15 -12 -14 18 19 -16 21 -21 28 26 25 -25 29 -28 -23 -24
right_child=-2 2 3 -5 9 -7 -8 8 -10 10 14 12 16 -15 17 -17 -18 -19 -20 20 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0015913585117207686 -0.00080791580205153378 5.1741047203111543e-07 -0.00013848809848121218 0.0017462967702836397 0.045255734435914172 0.00041913704223494881 -0.0023001986874316856 -0.00019220247632884999 0.0013430743163707218 -0.057432622659598913 0.051964183294500581 0.012762606836721348 -0.00014474045918505066 -0.076568687358038137 -0.016693872766880412 -0.093983967018808984 0.048867476550675769 0.0010774200536129896 -0.00078388018115893945 -0.027152445529156057 -0.00082597136275038181 -0.00083551320532518835 -6.3867847486864166e-06 0.0036943962863619597 0.00012359409497043959 -0.00025206888767721037 -0.001550481799410432 0.00019631133714774338 -9.5420183316889478e-06 0.00047873335187924244
leaf_weight=0.50933085535216083 0.52227089686499439 1.5028220826225713 0.5019683886093842 0.51186736951626699 0.0016070103511597834 1.5141141219326613 0.51975181756691657 3.4128684426316824 0.5111285703019347 0.0011893306224654001 0.001494472431246118 0.0013589482468234527 0.0011242145610639749 0.0011736468822376549 0.0018457731239313038 0.0015268848510459065 0.0012148714934311633 0.51314269055260453 0.51007714394643144 0.0011830275978635943 0.51600729148990154 0.50563522239281056 3.0069813033205715 0.52282610183078604 1.5071395270642822 0.50221154749306152 0.51362268086086238 0.50367382740228095 23.133487227813685 1.5084076988314339
leaf_count=425 204 19 8 45 163 53 60 161 48 131 161 147 268 73 140 19 96 104 52 444 208 12 39 62 18 15 45 37 1283 93
internal_value=1.13458e-07 1.0104e-05 0.000327869 0.000813106 -1.00274e-05 -0.000207341 -0.000398851 -0.000175941 7.77827e-06 2.83426e-05 2.65613e-05 0.00917014 -0.00273333 -0.028635 2.86167e-05 -0.0217927 0.0253112 3.05997e-05 1.41892e-05 2.68223e-05 2.77801e-05 4.16751e-05 4.26898e-05 0.000247573 0.000786362 0.00176085 9.82235e-07 -0.000685627 -2.72093e-05 0.000155672
internal_weight=42.7631 42.2408 2.51666 1.01384 39.7241 6.46719 4.95308 4.43333 3.924 33.2569 33.2505 0.00647869 0.00487168 0.0025326 33.2493 0.00302136 0.00233909 33.2462 32.7331 32.223 32.2212 31.7052 31.704 8.06486 2.53218 1.02504 5.53269 1.0173 23.6391 4.51539
internal_count=4633 4429 72 53 4357 747 694 634 209 3610 2863 747 584 220 2732 180 364 2552 2448 2396 2256 2048 1604 309 95 77 214 82 1295 132
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=16 8 19 0 3 12 18 5 21 15 22 15 10 19 6 21 20 2 23 5 22 21 22 21 15 5 22 20 20 20
split_gain=3.17945e-05 2.79102e-05 2.36042e-05 0.000888825 0.000881982 0.000306096 0.000176334 5.84132e-05 5.54204e-05 0.000108359 9.96787e-05 0.000281663 4.09012e-05 9.59376e-05 0.000221502 3.48653e-05 9.31864e-05 3.88158e-05 3.06731e-05 2.92578e-05 2.91722e-05 2.22447e-05 1.52178e-05 4.80552e-05 2.82014e-05 0.000157531 2.96504e-05 0.000177647 6.58141e-05 2.37943e-05
threshold=9.7049773055000017 8.8430989333000021 14.351157895250003 85.398872513700013 94.383699585650007 197.98050398640004 12.880535946600002 20.201591378100002 15.191342547400001 46.055224235250002 -0.066979999999999998 38.86986296220001 62.020040611300011 14.251149826300002 16.415383542800004 5.2921303083500009 41.289992964000007 108.01392853780001 0.097645000000000023 24.393336510100003 -0.083004999999999982 14.202008575100001 -0.095074999999999993 2.3223121640500004 39.203018015350004 20.872540794500004 -0.059424999999999999 40.099856909850011 42.620627117000005 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -4 9 10 15 -12 13 -8 -15 16 -9 -17 20 21 -19 22 23 -14 25 26 27 -24 29 -29
right_child=1 -3 7 6 5 -7 12 8 -10 -11 11 -13 19 14 -16 17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.01563018023700441 0.088433058649198426 -0.0007267429774735311 0.0011583977632436565 -0.024789271949172315 0.03735225911905931 -0.037283383219305875 -3.4514890530244146e-05 -7.29119175861999e-05 0.0010884364587463301 -0.0013885843753148541 0.00012571390832437351 0.0025707163292192749 0.0010592664114832554 0.00030471305385779547 -0.0026499692123253785 0.00048813856970215426 -0.001591324839167808 0.00042292572433355325 -0.00039233437665647911 0.00075213006200337666 -0.00019962770734512138 -0.00067325950829465468 -0.0019976336580789272 4.7350164131597073e-05 0.00067763320757539337 -0.0018038778631466947 4.8339498785011963e-05 6.9357587141397439e-05 -0.0010257135594740139 0.00083645748663537737
leaf_weight=0.0013014166485579839 0.0022619137991657205 0.52253315086227914 0.51837586610787312 0.0028807744444411245 0.0010831518220731735 0.0011153025517951845 2.5102350530984756 1.8581721294758575 0.51910194875397131 0.51349313223359772 2.5152513711436764 0.57976695162665226 0.50898618087278436 0.5026717328510133 0.51230269438764253 1.513490564285348 0.51653054843927737 1.5084074948802593 2.0080403594511154 0.50345939601120804 1.5023627881346331 0.5073234725035779 0.5135300313169554 6.0190643611816661 0.51358889887854431 0.51094811274444296 13.059907750718246 2.0033798614156169 0.50624421178214163 0.50661602293053443
leaf_count=592 14 204 88 35 484 138 36 35 59 145 40 93 241 9 35 57 136 33 28 31 15 259 159 688 87 66 617 35 83 91
internal_value=9.77239e-08 -3.77971e-07 8.60788e-06 -4.27758e-05 0.0445936 -0.000511307 -4.97175e-05 0.000117364 7.59631e-05 3.3969e-05 9.48314e-05 0.000583718 -4.72324e-05 -0.000366235 -0.00118665 -7.50477e-05 -0.000403188 4.42418e-05 -8.96213e-05 -2.52397e-06 0.000112274 -1.79375e-05 -4.16664e-06 0.000126248 -5.25001e-05 -7.44284e-05 -2.11628e-05 -0.000278317 1.44056e-05 0.000224189
internal_weight=42.7624 42.7611 42.2386 28.6856 0.00446037 0.00219845 28.6811 13.553 13.0346 12.5155 12.002 3.09502 28.6783 3.52521 1.01497 8.907 2.3747 6.5323 5.01881 25.153 3.01077 24.6496 24.1423 6.52805 17.6142 17.1006 16.5897 3.52977 3.01624 2.51
internal_count=4633 4041 3837 3108 636 622 2472 729 641 582 437 133 2437 80 44 304 171 133 76 2357 48 2326 2067 929 1138 1051 985 368 209 126
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=23 7 8 5 6 14 0 18 5 17 19 5 23 15 9 19 20 17 19 22 7 23 20 23 23 19 22 15 14 6
split_gain=3.14877e-05 0.000164767 0.000651491 0.000989319 0.000205364 9.21786e-05 8.8319e-05 9.19952e-05 0.000187991 8.37288e-05 7.30187e-05 8.01081e-05 6.42225e-05 0.000282498 5.13551e-05 3.39277e-05 0.000148071 8.66749e-05 4.11214e-05 0.000158217 4.63415e-05 3.57496e-05 2.9902e-05 2.63931e-05 3.65633e-05 7.59227e-05 4.174e-05 2.95268e-05 4.05972e-05 0.00290416
threshold=0.10249000000000003 22.172877373800002 8.3434888241000014 23.636018850950002 15.635365317800002 186.51427598835002 86.345209775600011 13.141419083100002 23.967536448650005 191.40027208745002 14.551174033150001 21.252944829650001 0.096480000000000024 35.133229767950006 195.34352961910002 14.651182102100002 34.424709467050008 173.77968723070003 14.451165964200003 -0.085550000000000001 22.835261448650005 0.088755000000000014 41.16018805045001 0.094780000000000017 0.090465000000000031 14.351157895250003 -0.099379999999999996 43.376643616500012 272.02763708760006 16.435384010100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -2 7 22 -9 -8 11 -11 15 14 -14 16 -3 -18 23 20 -20 -22 -7 24 27 26 -26 28 -19 -30
right_child=5 12 3 -5 -6 6 9 8 -10 10 -12 -13 13 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0094656195837315923 -0.0013992866169208965 0.036191555517724544 0.080039017618921571 -0.030784106295499093 -0.036697694690949044 -0.00031923345930373424 0.0013959946793789023 -0.0025987102599696475 -0.00024909835193273318 8.2394531608344962e-05 0.0011970639647754366 -0.0012516773015267524 0.00028095163876443603 0.0025816145911931143 -0.00088082791221349901 0.00081087842225496549 -0.027794557398949801 -2.8018714794194224e-05 -0.00070513209143416647 -0.0019375515297334529 0.0010587073338708412 -0.00013247630825980649 0.00035706730103841937 -0.000693727619467803 0.001005151639989164 0.0014222469767171339 4.9507074269770576e-05 -0.00077616242188414378 0.043959739839326009 -0.00043254297766760687
leaf_weight=0.0018974234432863578 0.55942760218756582 0.0011298037735291136 0.0025275922889136382 0.0011823087969240476 0.0019582299710927424 1.862051665699257 0.51782720280505135 0.514520759973493 1.0069378058115033 4.0141760202838244 0.50818758095141436 0.50695408545423948 1.5044347306428401 0.53016466431478182 0.50928607297659834 0.51253651738991735 0.0011228154166705853 20.08616891830431 0.50581686952656602 0.52585601506736424 0.50796759971628069 0.49989503260863444 1.0074937309339667 0.50514329540864267 0.50849177213917318 0.51394555460420566 4.5174352777981097 0.50941372513692229 0.015181879595410286 0.50277356358248548
leaf_count=345 102 177 31 65 510 36 111 33 25 179 20 27 57 98 110 39 278 770 36 142 55 29 38 68 77 26 180 115 828 26
internal_value=1.19775e-07 4.90667e-05 0.0148049 0.0447208 -0.0139801 -0.000150319 -8.00132e-05 -0.000415077 -0.00104368 0.000185216 6.05522e-05 -6.71949e-05 4.56058e-05 0.000527839 -1.28717e-05 4.3192e-06 -9.83786e-06 -1.12386e-05 -1.01702e-05 -0.000443226 7.59058e-05 0.000467886 -8.17851e-05 2.23512e-05 3.59225e-05 0.000264575 0.000146193 -2.40725e-05 -5.47795e-06 0.000868647
internal_weight=42.7619 32.2643 0.00756555 0.0037099 0.00385565 10.4976 9.93815 4.391 1.52146 5.54714 5.02932 4.52113 32.2568 2.54389 2.01372 29.7129 29.2003 29.1992 29.1981 2.03954 1.51368 1.00786 2.86955 27.1586 26.6534 5.53987 5.02593 21.1135 20.6041 0.517955
internal_count=4633 4062 951 96 855 571 469 132 58 337 226 206 3111 265 167 2846 2807 2630 2352 262 120 84 74 2090 2022 283 257 1739 1624 854
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=8 8 17 20 13 20 20 17 22 20 15 19 7 23 18 22 17 3 16 20 13 22 20 23 5 17 21 7 22 21
split_gain=3.0068e-05 2.89835e-05 3.86726e-05 9.04369e-05 3.03509e-05 6.66557e-05 0.000240228 5.97825e-05 5.47488e-05 6.70772e-05 4.01533e-05 5.26226e-05 0.000148208 6.26508e-05 6.01181e-05 5.13285e-05 0.000154984 0.000399987 3.57014e-05 3.5222e-05 3.40344e-05 4.8223e-05 0.000175828 0.000244382 0.00011131 4.52099e-05 2.92053e-05 1.88594e-05 1.7206e-05 3.77352e-05
threshold=8.8430989333000021 8.7431769115000026 188.85216786605002 42.498713093000006 117.60660091645001 40.621691032550004 41.319407281650008 193.29780372785004 -0.082484999999999989 42.498713093000006 46.435439118750004 14.351157895250003 22.812602664350003 -0.27651499999999996 13.876389391100002 -0.088274999999999992 195.18216166535004 93.499196860750018 22.674946976100003 40.21994457600001 117.57433941890001 -0.14907499999999999 41.542492784600007 0.084995000000000029 16.043149448600001 174.47088669260003 8.0448977205000016 23.032419884600003 -0.095074999999999993 2.0043664108500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 10 7 -7 18 9 -8 11 13 -13 -1 15 27 17 -17 19 -6 21 22 24 25 -15 -24 -18 -14 29 -23
right_child=-2 2 3 -5 5 6 8 -9 -10 -11 -12 12 14 20 -16 16 26 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024087426892449963 -0.00075387384430623534 1.6612403277383292e-05 0.0017477333221013404 -0.00014137336062984408 -8.5792192393249032e-05 -0.0025248811602515734 -0.00025069250640874654 0.0010961116338558256 -0.0010743006247719937 0.0010767939047689114 -0.00085294779116290055 0.0018823284799528777 0.0002931109471998978 0.013255730771467295 -0.00090090449771898734 0.0034873936433837366 -0.00035453063409408028 -0.00046726006643553789 -0.00044287414563930666 0.0009387731408391722 -0.00084482305579745311 0.0009479753921141133 0.017047526057681419 0.054919996505724183 -0.027195811449421799 -0.011589473863329576 0.00040688480399565834 -0.00014016413111776397 -7.1270536240784958e-05 4.9755682250311198e-05
leaf_weight=0.0010828755706765439 0.52239310498153102 1.5029703168073916 0.51371217724636131 0.50013069447186354 1.0014404730101283 0.51229361111899185 1.5114917276473543 0.50643847426454147 0.51178774757083489 0.50876193521832314 0.51042021659811254 0.5245048749852107 1.5094490018993827 0.0011700439989168424 0.51216508935205229 0.51902358532242876 1.0041311938371111 0.50422074089692615 1.4086055771640529 0.50459788447733434 0.50636124445320163 0.50713807608750627 0.0010563670742969045 0.0014515839758628343 0.0016249695832105645 0.0011530102538701986 1.010906864256867 3.0037875023904235 17.120857088890247 6.0167125781930544
leaf_count=140 204 19 45 8 65 27 32 20 67 65 112 104 28 295 117 77 20 11 40 20 28 125 210 96 224 374 20 41 1613 386
internal_value=1.49096e-07 9.47442e-06 0.000338561 0.000815833 -1.13764e-05 -0.000209626 -0.000549999 9.32644e-05 -0.000150433 8.36094e-05 2.71645e-05 4.08827e-05 0.000253494 -3.46989e-05 0.000147546 0.000218655 0.00053641 0.00153867 -8.09868e-05 0.000257488 -3.36208e-05 -1.62533e-05 0.0086252 0.0230449 -0.0102621 0.0021027 2.74572e-05 4.74444e-06 -1.86127e-05 0.00011958
internal_weight=42.7618 42.2394 2.51681 1.01384 39.7226 6.46542 3.04434 3.42108 2.53204 2.02025 33.2572 32.7468 8.58819 24.1586 8.06368 7.55152 3.03828 1.02324 2.91464 1.50604 24.1575 23.6512 0.00645597 0.00366096 0.00279501 0.00220938 2.01504 4.51324 23.6447 6.52385
internal_count=4633 4429 72 53 4357 336 191 145 164 97 4021 3909 418 3491 314 197 128 88 125 85 3351 3323 1199 680 519 584 40 69 2124 511
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=0 5 23 7 23 18 21 0 21 20 15 22 21 9 19 7 8 22 3 12 21 3 21 3 23 3 21 22 22 20
split_gain=3.20915e-05 0.000219563 2.89376e-05 0.000104536 0.000180305 8.64771e-05 5.53992e-05 4.97155e-05 4.79574e-05 9.5981e-05 2.99012e-05 0.000164369 4.32073e-05 5.37576e-05 3.01624e-05 5.95482e-05 0.00074712 7.25386e-05 9.12505e-05 3.23305e-05 0.00084556 0.00362895 0.00106446 0.000954404 0.000738532 0.000681486 0.000149466 3.62591e-05 0.000181919 5.40995e-05
threshold=79.271876434400014 30.133297129900004 0.10487000000000003 22.958251375150002 0.4149000000000001 13.988302431200003 15.833449912500003 86.345209775600011 12.156412995750001 42.546237522150008 41.831907381600011 -0.06828999999999999 6.4178488307500006 195.74493321760002 14.651182102100002 22.172877373800002 8.3434888241000014 -0.51760499999999998 81.93344998355002 224.02444024760004 14.647131639200001 92.238309997550019 8.9448347342500032 87.963661570150023 0.08674500000000003 82.705037467000025 4.2092667883500008 -0.085550000000000001 -0.08158 39.955516828000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 7 10 -5 9 -9 14 12 13 -12 15 16 -2 18 -17 27 21 22 23 25 -24 -21 -25 29 -29 -19
right_child=2 -3 3 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 17 -18 19 -20 20 -22 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.024230898920386865 -0.031118438385367094 0.03366513749836423 -0.0024155645829021907 -0.0002511492683722496 0.00023938798460879348 -0.0012804108183257709 0.0010683696080992318 0.0013150535290235785 -6.0630620990140326e-05 -6.4961312924766222e-05 2.3631907986433932e-05 0.0019153201418115305 0.00036301807294256085 -0.0011806980974825778 0.00075312154031817393 0.0022200525741642831 0.064358117323253569 0.0011255835626536733 -0.040395695702857608 0.025897201649941443 -0.00012387461754260985 -0.096034352139255555 0.02019008514215026 0.038876074967523509 -0.091095664520588593 -0.069152425155492997 0.078704122341908281 -0.0019525000808129221 -4.4793553389818592e-05 8.0968422074801055e-05
leaf_weight=0.0010820144564160908 0.0017569012754056193 0.0016599127036279748 0.52143871785779328 3.0151504851962727 0.50211105582802418 0.52019169744978455 0.51659803555953843 1.0157748333203929 2.0017753497377271 1.0002851561584973 1.3595882407531585 0.53233776649246678 2.012836729628269 0.50954338116924791 0.50668538078661995 0.0010079267114261317 0.0015362440408352995 0.5202355558663595 0.0010019024434591017 0.0019738355360458537 0.50099641692799224 0.0047692229234761472 0.0010040721264270025 0.0015508361974383433 0.0014685048015524726 0.0012209007104293512 0.002401076387741341 0.51534161027010839 16.645905799698372 10.542377845799814
leaf_count=376 325 177 96 43 18 269 245 33 12 7 69 123 78 105 30 198 23 223 49 314 48 54 156 28 31 102 17 84 808 492
internal_value=1.50354e-07 0.0108183 -5.43364e-07 -0.000164775 -0.00111315 -3.62579e-05 4.06645e-05 5.57653e-05 0.000286087 0.000630348 2.48943e-05 0.000267495 4.15276e-05 -0.00030468 -1.17166e-05 -2.51986e-05 0.0134211 -2.67392e-05 -0.019024 -2.54107e-05 -0.000810304 -0.0247113 0.0106507 0.0302175 -0.0459044 -0.010427 0.0630745 -1.10781e-05 -0.000102081 0.000130093
internal_weight=42.7616 0.00274193 42.7589 8.57673 1.02355 7.55318 34.1821 7.03299 4.01784 2.01606 33.6655 4.41431 3.88197 1.86913 29.2512 28.7445 0.00329315 28.7413 0.00200983 28.7392 0.515385 0.0143884 0.00961923 0.00714665 0.00247258 0.00319474 0.00395191 28.2239 17.1612 11.0626
internal_count=4633 553 4080 478 114 364 3602 95 52 40 3357 375 252 174 2982 2952 348 2604 247 2357 750 702 648 461 187 416 45 1607 892 715
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=16 16 7 7 3 5 23 12 2 15 17 21 23 21 22 20 15 22 17 18 20 6 6 2 22 15 5 15 6 16
split_gain=2.53745e-05 0.000139468 5.59561e-05 0.000286771 0.000212249 5.57875e-05 2.22596e-05 0.000115114 8.16837e-05 5.49275e-05 0.000109883 4.16347e-05 3.6319e-05 2.91121e-05 2.74171e-05 8.8325e-05 2.49746e-05 0.000137052 3.88675e-05 4.56911e-05 3.12755e-05 2.68064e-05 3.63138e-05 7.2553e-05 3.39415e-05 3.14803e-05 8.9891e-05 6.23921e-05 6.36555e-05 0.000145381
threshold=12.604970524100002 10.424975621900002 20.797746106000002 21.442433661550002 103.28787291370001 10.36813655115 0.10487000000000003 165.75658866060004 147.79312796670004 42.076928760450009 192.80507188075003 15.833449912500003 0.11231500000000003 3.1734339793000008 -0.027754999999999998 41.641174900500005 41.831907381600011 -0.06828999999999999 200.30016490490002 13.471502260950002 34.515670600900002 16.605387982250004 16.455384477450004 185.00267682035005 -0.053874999999999999 40.042228346200012 21.556055031700001 37.408632939650005 16.265380038000004 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5 11 -8 -9 12 -11 16 13 -10 -14 -16 20 18 19 -18 -7 22 23 25 -24 26 27 28 -22 -30
right_child=2 -3 3 5 -6 6 7 8 9 10 -12 -13 14 -15 15 -17 17 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0099464644671299063 0.037689690645955176 -0.038551223545371299 -0.051973826374427878 -0.023181173503012169 -0.019447986653157941 0.012749939661694376 -0.0015655844755774169 0.0011806917074285146 -3.7454207703234094e-06 -0.0018658622843897221 -6.3164029157163724e-05 0.00093006486265536043 -2.8623440842165846e-06 -0.0010804445098919853 0.0015092027472633671 -0.00036009198261400166 7.1889369795404763e-05 0.0017512123243286788 0.00085482863539665095 -0.00095630851240867919 -2.5923342440060956e-05 0.00070747267542253149 -0.00010242468942564943 0.0012116117124185751 -0.00062164192397489088 -0.00052832333987733562 0.001352416902072503 -0.0010850047312523142 0.0020241111181989284 7.4744547954369963e-05
leaf_weight=0.0014279096543026487 0.0015960160935850195 0.0010140889460997457 0.0010615956381049277 0.0010380434732358826 0.0010969775551502997 0.0019209834511383353 0.53302222981062009 0.50688448287579291 0.50031485435056289 0.50921448391769519 1.0064228762148557 0.51504726471114892 4.0061136851765866 0.50418836783319421 0.50844213285245199 0.50267664194416284 2.8647188586427577 0.53190401958609612 0.50823766150242367 0.5089828988677495 16.083781457326371 0.51138572386400838 6.5248487961794126 0.52175964109932493 1.5600458159050825 1.0049595886255236 0.51247925865209154 0.50628603180939435 0.51277929643674669 1.5067547010585256
leaf_count=714 148 406 158 384 447 55 146 12 13 37 22 71 74 32 38 20 130 125 52 73 649 77 119 379 32 18 35 15 114 38
internal_value=9.72268e-08 -0.0101932 6.79386e-07 -2.28514e-07 0.0144149 1.062e-06 1.62486e-06 -0.000142407 -4.81058e-05 -0.000130742 -0.000668823 3.77733e-05 4.69036e-06 -0.000544171 0.000114578 0.000579885 2.41202e-05 0.000245847 3.95818e-05 -8.32326e-05 -9.34194e-06 -1.018e-05 -2.29524e-05 4.7392e-05 -0.000202612 1.72116e-05 4.58821e-05 9.90219e-06 4.05229e-05 0.000569708
internal_weight=42.7604 0.002442 42.758 42.7553 0.00269299 42.7542 42.7532 8.57728 8.04426 7.53737 1.51564 34.1759 6.02174 1.0045 5.01723 1.01112 33.6608 4.41384 3.88194 3.3737 29.247 29.2451 28.7337 20.6488 8.08489 20.127 19.1221 18.6096 18.1033 2.01953
internal_count=4633 1120 3513 2918 595 2760 2376 394 248 236 59 1982 177 45 132 58 1911 380 255 203 1531 1476 1399 1248 151 869 851 816 801 152
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=8 8 2 23 23 18 0 22 20 4 23 7 9 6 20 15 17 20 23 4 15 6 15 15 20 23 10 20 4 21
split_gain=2.56249e-05 2.84996e-05 4.21601e-05 0.000128118 2.03277e-05 0.000127928 6.73267e-05 0.000125863 0.00014176 6.16736e-05 3.0412e-05 0.00015515 0.00109545 0.000179283 0.000163986 9.12521e-05 0.00023327 6.71911e-05 3.39459e-05 3.03561e-05 3.31826e-05 2.40303e-05 4.31101e-05 2.15036e-05 2.08739e-05 8.2127e-05 2.45342e-05 8.15747e-05 2.1537e-05 0.000101536
threshold=8.8430989333000021 8.7431769115000026 74.766480717350007 -0.11223 0.10487000000000003 13.900697602550002 86.345209775600011 -0.086139999999999994 40.250747516500006 143.58239362595003 0.096480000000000024 22.172877373800002 185.00606802455005 15.635365317800002 34.424709467050008 37.882159664350006 183.93802912725002 41.184662530950007 0.094780000000000017 271.42658756670005 33.995989817300007 14.745344522600002 36.370482311550013 20.734744936600006 43.477771593600004 0.082325000000000023 61.971648364950006 40.636252116050009 169.78554988275002 2.9212203061500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 7 -6 -9 -1 11 12 13 -11 -13 17 -17 21 23 20 -8 -12 -23 -16 26 -26 27 -25 -28 -30
right_child=-2 2 3 -5 5 -7 19 8 -10 10 15 14 -14 -15 18 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 28 -29 29 -31
leaf_value=0.024272736094640202 -0.00069593174198375569 -0.00016838236753059747 8.1483121838118508e-06 0.0019496161180744397 4.4457157386853168e-05 -0.0016697431458131352 7.640836131975167e-05 -0.00012769806254354473 -0.0024895708072297921 0.013186757669134944 -0.00016555192041944894 0.039394269149792986 0.098167324704485096 -0.03154178236855365 0.00064109257163489297 -0.00012942335392929991 0.0024687752659201968 -0.0011031295772174422 -0.00083060244483531924 -3.7331667169656908e-05 0.00088747854358270275 0.001173497040267521 -0.00013421808980300595 9.4694106119486826e-05 -0.00018156373550897101 0.0013734304624679556 0.00018386903408810007 -0.0014551264535371427 -0.0014240441041413017 -1.9759211883109106e-05
leaf_weight=0.0010488464425212332 0.52247837495236282 1.0015411639742517 1.0003764198481802 0.51481681228904097 2.0103764504344501 0.52065490147569971 1.0039692750924589 0.50302587349142391 0.51356972724738625 0.0017099799115778153 1.0048263085323581 0.0010557296655936401 0.0012582613690028666 0.0018828405265433308 0.50823140020816993 0.8562623013713162 0.57935879884874453 0.51131003878229497 0.50514818418435936 2.503613888824475 1.0137661461303649 0.50867355636046319 0.49975814226490911 1.009939419341445 1.0035824715514827 0.5134003302246003 4.5284582735013137 0.5116892181847027 0.52956591943151821 18.574932605322331
leaf_count=28 204 12 6 54 50 266 19 11 38 327 116 176 9 510 964 8 87 87 65 20 24 38 3 37 150 177 131 69 387 560
internal_value=9.66009e-08 8.70642e-06 0.000335039 0.0006678 -1.19701e-05 -0.000153656 -4.90817e-05 -0.000414086 -0.00132088 2.41494e-05 2.33459e-05 -1.37238e-05 0.0178684 -0.0102535 -1.6857e-05 0.000282548 0.000919105 -7.94361e-05 -1.83599e-05 0.000195283 0.000483912 0.000180553 0.00052542 -3.26406e-06 -1.55424e-05 0.000344701 -3.72674e-05 -0.000426475 -1.22079e-05 -5.86852e-05
internal_weight=42.7603 42.2378 2.51673 1.51519 39.7211 8.06898 7.54832 3.02697 1.0166 31.6521 31.651 27.6909 0.00485108 0.00359282 27.686 3.96019 1.43562 2.52457 27.6849 4.52135 2.01774 2.01326 1.00843 27.1798 26.6716 1.51698 25.1546 1.52163 23.633 19.1045
internal_count=4633 4429 72 60 4357 428 162 99 49 3929 3901 3562 846 837 2716 339 95 244 2540 63 43 157 41 2475 1511 327 1184 106 1078 947
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=16 6 7 8 20 22 8 2 17 21 2 7 8 16 23 15 2 3 10 16 3 3 5 5 16 16 15 3 18 21
split_gain=2.33805e-05 2.21946e-05 0.00017942 0.000190056 8.73954e-05 0.000169192 0.000367979 0.000112557 5.92763e-05 5.65194e-05 0.000111215 6.54125e-05 0.000127947 8.37274e-05 0.000126679 7.09323e-05 5.15932e-05 5.08228e-05 0.000375067 0.00405601 0.00615961 0.00769442 0.00207643 0.00202613 0.000530803 0.000210762 0.000149314 0.000121274 4.60887e-05 3.9463e-05
threshold=11.949972055800002 16.465384711100004 22.172877373800002 5.1459841250500009 40.574766824850009 -0.059424999999999999 8.3434888241000014 94.087390192850009 191.56943241645004 14.731151610350002 217.42844949650001 23.109894804950002 8.3434888241000014 22.644947046300004 -0.16179999999999997 42.968808980200009 216.39684782960003 85.589753040950015 62.678712853250012 22.594947163200004 88.813214339350012 86.26455603170001 19.221712148250003 18.811785479000005 20.604951816700005 19.559954260300003 28.444110612900001 83.613736315050019 13.317304170000002 6.9984086918000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 16 8 -3 -7 11 -11 12 -4 15 -15 17 -6 27 -19 20 21 23 26 25 -22 -20 -23 29 -9 -13
right_child=1 4 9 -5 5 6 -8 28 -10 10 -12 13 -14 14 -16 -17 -18 18 19 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011099284894071235 0.0040927078658284021 0.0016386392880242775 -0.00011767171063791268 0.058718447344448893 -0.00016238429122799767 0.00063596035698743243 -0.0033923081405393875 -4.3432811250550156e-05 -0.00089618605370097464 0.0018062727170195724 -0.00028197618783931721 3.6100508746642697e-05 -0.0018262257523018748 0.00013788281784765457 0.0020644052932625901 -0.0011319199746040816 0.00087948330500405274 6.5523443523726524e-05 0.060536275564529209 0.00010381101802702743 0.058115416692473658 -0.067257293280798755 -0.011918594289814892 -0.0018357659274478477 0.094372750670510874 0.087456960183404875 -0.096711589665393824 -0.0015422421066782642 0.00096485847294313406 -0.00086076176338940099
leaf_weight=0.0018977345241627521 0.0015825620231549866 0.5127766124124199 2.5104338497547363 0.0010659112271298454 7.0336476750565158 0.50653848656389733 0.52465519830511453 3.9086720925892555 0.50351461414219045 0.51864618174707056 0.50177041669226463 14.540341895375002 0.53101031573471491 1.0010119333746841 0.51790687570382843 0.51516521706212159 0.50974559936683661 6.5247920859720692 0.005485874354960063 0.50156174894095784 0.0068312749572285716 0.0028443598465415229 0.0084078714006636801 0.0048955252494806692 0.0098740186163013277 0.0061891603724006927 0.004358166069323488 0.52364578926335781 0.51281652873623951 0.50774449698735225
leaf_count=999 284 112 122 29 298 140 97 191 17 125 102 642 114 5 79 102 124 144 30 13 28 15 38 27 31 13 40 350 69 253
internal_value=1.14627e-07 6.07254e-07 5.09093e-05 0.0260775 -0.000102584 -0.000286705 -0.00124382 0.000236162 -0.000127819 4.85111e-05 0.000779416 2.16078e-05 -0.000415971 7.55305e-05 0.000794771 2.83644e-05 -9.198e-05 5.47582e-05 0.000276998 0.00278374 0.0302791 0.00470444 -0.0456746 0.0521644 0.0795461 0.0748074 -0.0850798 -4.62198e-05 7.35116e-05 5.83906e-06
internal_weight=42.7598 42.7579 28.7456 0.00264847 14.0124 9.0781 1.53471 4.93427 1.01005 28.7429 1.02042 27.7225 3.04144 24.6811 1.51892 23.1621 7.54339 22.647 7.07524 0.550448 0.0488863 0.032181 0.0156104 0.0165706 0.0167053 0.011675 0.00720253 15.5717 4.42149 15.0481
internal_count=4633 3634 2586 313 1048 676 254 372 157 2273 227 2046 236 1810 84 1726 422 1624 379 235 222 163 93 70 59 43 55 1245 260 895
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=0 19 15 10 22 9 6 7 14 22 16 7 18 4 20 20 0 21 9 19 21 9 17 8 20 23 21 5 21 9
split_gain=3.26469e-05 0.00019391 2.92443e-05 0.0011793 0.000150624 0.000733944 0.00051791 0.000124222 5.85603e-05 0.000107943 0.000504944 0.000389146 0.000391108 0.00026733 3.69398e-05 2.91084e-05 8.93572e-05 5.73988e-05 3.77665e-05 3.30596e-05 7.46911e-05 9.01996e-05 0.000221141 6.5379e-05 4.79277e-05 0.000141399 3.85906e-05 0.000146658 0.000101507 2.92122e-05
threshold=79.271876434400014 14.351157895250003 46.435439118750004 60.87206898960001 -0.58319500000000002 216.07042296730003 13.775321858200002 23.543468673550006 144.12207640715005 -0.15022499999999997 22.644947046300004 23.322419822750003 15.481271036150002 246.24144530995002 42.206017975500011 42.206017975500011 86.103248543850015 4.6112647835500011 192.39832633775004 14.351157895250003 4.7516206878500009 192.39832633775004 187.81654873955003 8.543332867800002 38.804629908750009 0.087935000000000027 5.4349223666500004 22.217208590350001 6.5280300271500007 195.74493321760002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 -4 -6 10 11 13 -13 -10 -9 19 -17 -18 -19 26 24 22 -22 -23 -21 -26 27 -11 -28 -30
right_child=2 -3 7 4 8 -7 -8 14 9 15 -12 12 -14 -15 -16 16 17 18 -20 20 21 23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.013763039885107587 -0.082386891069869531 0.040141671306444075 -0.001702965078969873 0.030826015397368695 -0.017855076172104908 0.081751839747407143 -0.065640684695399382 -0.00039406418732467174 0.057307287957591435 2.8991286576535083e-05 -0.073198756014855579 -0.055195757065181407 0.02200415088771588 -0.0050409349424269806 0.0008157223874103042 -0.0014101055294707613 -0.0010849183281513744 -0.00083652395480396423 5.4821591213224274e-05 0.00021249833291778995 -0.00023864339942073696 5.4052739065537621e-05 0.0026947809768628783 0.00081113693827053089 9.5594481561159377e-05 -0.0019369081023078714 -0.0015525154046583398 0.0017497739727793554 -0.00040628255874103906 5.1600632811746581e-05
leaf_weight=0.001451320614299755 0.0017367059626626205 0.001235390234214151 0.51023419614664334 0.0012084036889795776 0.0018332763228973139 0.0012619084513798423 0.0010317106642574458 0.50425138871128516 0.0013919208156287386 14.075284787545732 0.0011432070241426118 0.0017605953578118674 0.0010461973190630627 0.0013592707136799165 0.50532003736483233 0.51805552512833486 0.51506465968100279 0.50523782108625503 8.0360361835328629 1.4106100408635014 0.50361992227408314 4.5182489665178309 0.52478499841527082 1.5258484008318189 1.0054721694266389 0.51893775308008105 0.51117039103301642 0.5133481967869632 2.0127255380915372 4.5276456190653622
leaf_count=524 69 29 124 151 35 47 31 34 144 809 12 131 394 163 44 138 390 270 261 35 21 48 64 54 39 63 49 72 147 241
internal_value=2.33047e-07 0.0110232 -4.59619e-07 1.54178e-05 1.88884e-05 0.020757 -0.0136028 -0.000431251 1.7127e-05 1.79217e-05 -0.0126728 -0.000223372 -0.0264204 0.0265031 0.000211469 1.99847e-05 -0.000132793 -5.97259e-05 2.09626e-06 6.62046e-05 0.0002165 0.000392491 0.00125825 0.000245181 -0.000207585 -0.000596308 -3.29951e-06 8.95426e-05 -0.000195377 -8.93078e-05
internal_weight=42.7584 0.00268671 42.7557 41.2359 41.2341 0.00350202 0.00224011 1.51981 41.2306 41.2288 0.00670119 0.00555798 0.00280679 0.00275119 1.00957 41.2221 9.57439 9.05634 8.54127 31.6477 10.0075 7.0725 1.0284 6.0441 2.93502 1.52441 21.6402 14.5886 7.05154 6.54037
internal_count=4633 553 4080 3878 3809 229 182 202 3580 3545 844 832 525 307 78 2701 1059 921 531 1642 324 187 85 102 137 102 1318 881 437 388
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=20 8 14 23 15 21 19 22 21 13 23 15 21 8 2 20 0 16 16 18 15 6 6 15 9 3 6 16 0 20
split_gain=2.43764e-05 2.39588e-05 2.29364e-05 2.97073e-05 2.29342e-05 0.000118757 2.96577e-05 5.45893e-05 0.000146104 0.000306165 7.42344e-05 5.54133e-05 4.9788e-05 6.52002e-05 3.66997e-05 0.000192421 3.06588e-05 2.73029e-05 5.09156e-05 0.000129853 0.00027707 3.02714e-05 2.76409e-05 0.00026347 0.00650512 0.00227634 0.00139797 0.00373386 0.000119138 0.00525278
threshold=33.036871954450007 8.8430989333000021 144.12207640715005 -0.27651499999999996 46.435439118750004 15.294585115650001 14.351157895250003 -0.066979999999999998 12.377125061300001 117.60122400020002 0.10385500000000002 36.370482311550013 7.6791457491500008 8.4434108459500017 131.42729508740004 43.022303514600004 86.624809421150005 22.594947163200004 22.634947069650003 13.037923179150001 36.136500007950012 16.425383776450001 14.845346859150002 34.563011034450007 195.13041324455003 85.589753040950015 16.245379570700006 19.224955043700003 95.988709089550014 36.859113051050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 17 11 9 -9 -11 -8 14 -14 -13 -16 -10 22 19 -19 -21 -20 28 24 -24 -26 27 -27 29 -5
right_child=1 -3 3 4 5 -7 7 8 16 10 -12 12 13 -15 15 -17 -18 18 21 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.015225315998213466 -0.012991660000149091 -0.000672522689294979 -0.014717396136912423 0.00046151561773204088 -0.0016052909874425935 0.00026172282241528424 0.0010204871052397811 0.0031726084508338485 -0.00047260852624881526 -0.00057375602825389198 0.0010996163352140094 -6.5252844752273142e-05 -2.9468842289647981e-05 0.00092068659445583123 -0.0022307815863134559 0.00014816853135113202 0.00030685868030024124 0.00017748717091597686 0.0003404623076114202 0.00024813274131694552 -0.0030554383729201992 -0.00020850952013220099 -0.0001718276100034226 -2.2621909219025895e-06 -0.0057284773354068794 0.098266739264034869 0.099836685073565093 -0.010863072552094408 2.5247504558984334e-06 -0.051589384783687291
leaf_weight=0.0010515121410098463 0.0013570231649485667 0.52234873312509833 0.0013697379343601259 0.50780798743416167 0.51558302490747721 1.0043753865364378 0.52063577159016361 0.52539001443619726 1.0128014585279745 0.55766098671938358 0.50533958877713303 3.361905084489079 2.5123765893172281 1.0135590781474091 0.51416673260496248 1.0037561723723911 1.0056814866218244 1.003208819562132 1.5070144674564288 0.50081953406333901 0.51487987436665605 3.0120695248096148 0.50688535870851126 5.5282168459221488 0.0055252615366043747 0.0065432593219156843 0.0078180417185080842 0.0060195398891664809 15.051382401007237 0.020157615308722288
leaf_count=259 32 203 144 43 170 19 126 83 36 33 11 95 53 32 75 16 16 14 40 2 47 46 416 123 33 29 19 22 1754 642
internal_value=2.08586e-07 5.83027e-07 8.90792e-06 9.32565e-06 9.80329e-06 -0.000371584 2.40423e-05 0.00015202 0.000480338 0.0011978 0.000221748 1.93575e-05 -4.26504e-05 0.000243661 -0.000249526 -0.000657654 -8.42497e-05 -3.28802e-05 -0.000211964 -0.000629478 -0.00142652 -2.54396e-05 2.12247e-05 0.00020242 0.00232619 0.051203 0.0666372 0.0459765 -4.92676e-05 -0.00152578
internal_weight=42.7577 42.7567 42.2343 42.2329 42.2316 1.51996 40.7116 12.5333 3.60687 1.58839 1.063 8.9264 8.40576 3.52594 4.87983 1.51792 2.01848 28.1783 6.53799 2.01891 1.0157 4.51908 21.6404 6.06101 0.532791 0.0259061 0.0203808 0.0125628 15.5793 0.527966
internal_count=4633 4374 4171 4139 3995 189 3806 576 179 127 44 397 271 85 186 91 52 3230 149 63 49 86 3081 642 519 103 70 51 2439 685
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=3 9 9 8 9 17 23 8 2 23 23 18 0 22 9 23 2 20 17 2 17 15 20 9 20 6 20 22 23 21
split_gain=3.95933e-05 0.000395496 0.000100607 1.88163e-05 3.31803e-05 0.00039619 0.000169732 2.66095e-05 3.18812e-05 0.000145122 1.85702e-05 0.00010513 5.84799e-05 0.000142909 0.000134345 3.41957e-05 3.38176e-05 2.40935e-05 6.52203e-05 2.58505e-05 4.79471e-05 3.63641e-05 2.56468e-05 7.11529e-05 2.65794e-05 2.94652e-05 6.52104e-05 0.000135976 0.000237207 5.03218e-05
threshold=76.190903416900014 182.80199813410005 38.283670303850009 8.8430989333000021 179.11733629770001 186.34046889365004 -1.0000000180025095e-35 8.7431769115000026 74.766480717350007 -0.11223 0.10487000000000003 13.900697602550002 86.345209775600011 -0.086139999999999994 186.70853236170004 0.10336500000000003 171.06275453495002 36.859113051050009 187.52613723835003 229.44804549725004 197.02652249450003 44.483611103700007 38.060777288450005 192.39832633775004 38.474425342400004 16.455384477450004 40.636252116050009 -0.080234999999999987 -0.25098999999999999 11.534227923400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 10 -9 -10 15 12 13 -12 -15 17 -14 18 -6 21 -21 22 23 -19 -24 29 -27 -28 -29 -26
right_child=3 -3 -4 -5 7 -7 -8 8 9 -11 11 -13 16 14 -16 -17 -18 19 -20 20 -22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-0.007251262772871925 -0.0086905479442967153 -0.057432386062979769 0.036851976870417587 -0.00059518841393752864 -0.00031912811701148439 -0.050651408455429064 0.03900109252144375 -0.00011281654873363158 -8.8083057960770247e-05 0.0019785425245242806 9.719195709477744e-05 -0.0015202906393706351 0.00056154352662078318 -0.0001893656585012572 -0.0024892513044017604 0.00083319704456782213 -1.7718350365254864e-05 0.00036225473438651352 0.0012820630802750424 5.4509841779702383e-05 0.0011712732514848757 -0.00086239700883133713 0.00036844782084108195 -0.0012794607560147166 -4.0453135564875459e-06 0.00030068080489523336 -0.00012932128913113413 0.00014495534823605899 -0.0029063977368194763 0.00059865053389039787
leaf_weight=0.0010140812412357133 0.0017006016713075958 0.0011732341045832019 0.0010556907394007413 0.52261789980879214 0.50390085919503913 0.0014964473490102458 0.0013297419645217036 1.0018766164616857 0.99974012526945444 0.5147379615470411 2.0105501524594449 0.52066909864228694 1.5167473048441023 0.49991993212461039 0.51628751949937168 0.5137674976310781 3.0037962540227454 0.50408385008196288 0.51374631298732076 1.504106029046832 0.51645708620385899 0.51564441129012095 1.8650570716064034 0.55427989436057024 15.585025827617054 2.0067467361332083 4.5184243472119761 0.50060716838925146 0.51878348454374623 1.5205101659360725
leaf_count=477 573 420 243 203 23 263 275 12 6 54 36 191 40 8 41 31 22 15 100 74 217 129 34 64 795 25 86 4 48 124
internal_value=3.27823e-07 -0.0110486 0.0152437 1.16594e-06 8.54613e-06 -0.0085524 0.012237 9.46391e-06 0.000324812 0.000614318 -1.05196e-05 -0.000145947 -5.11349e-05 -0.000391319 -0.00135783 2.40122e-05 0.000176637 1.06564e-05 0.000489213 -5.51787e-06 0.000339955 -3.03691e-05 -1.48096e-05 -0.000497535 4.4586e-06 -2.30813e-05 -0.000187707 -0.000364684 -0.00140792 4.95283e-05
internal_weight=42.7559 0.00324301 0.00206977 42.7526 42.23 0.00452679 0.00303034 42.2255 2.51635 1.51448 39.7091 8.06797 7.5473 3.02676 1.01621 31.6411 4.52054 31.1274 1.01765 30.1097 2.02056 28.0892 27.5735 1.05836 26.5152 24.6501 7.54456 5.53782 1.01939 17.1055
internal_count=4633 1140 720 3493 3290 1111 848 2179 72 60 2107 338 147 85 49 1769 62 1738 123 1615 291 1324 1195 79 1116 1082 163 138 52 919
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=15 21 20 19 17 20 3 2 22 16 7 7 16 0 5 6 20 20 22 9 18 23 9 23 3 19 7 23 6 22
split_gain=2.27117e-05 0.000109339 3.31908e-05 0.000104078 3.60474e-05 6.71484e-05 2.80112e-05 3.48023e-05 3.46693e-05 2.59317e-05 0.000600881 0.00118025 0.000105544 7.58905e-05 0.00011341 5.26982e-05 0.000233506 5.14929e-05 9.59724e-05 4.94263e-05 5.86804e-05 3.32078e-05 0.00012386 3.35281e-05 3.86267e-05 2.60186e-05 4.84505e-05 2.34559e-05 2.56784e-05 1.8218e-05
threshold=46.435439118750004 15.294585115650001 42.206017975500011 14.451165964200003 189.44392401325004 43.968221017800005 93.216908757050007 127.74713841330002 -0.083834999999999993 22.624947093000003 22.398098708400003 22.126303133300002 22.614947116400003 86.264556031700025 21.191508333600002 16.485385178400005 40.371455563000005 41.972095654800007 -0.088039999999999993 197.00658341100004 12.947178517500001 0.10787500000000003 216.07042296730003 0.10336500000000003 93.14163192940002 14.251149826300002 22.929105819350003 0.10214000000000002 16.605387982250004 0.22387500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 -4 8 -8 -6 10 11 -1 13 14 -12 16 -11 21 -19 20 -17 23 -23 24 27 -21 -27 28 29 -15
right_child=1 -3 3 -5 6 -7 7 -9 -10 15 12 -13 -14 17 -16 19 -18 18 -20 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.028713057197684286 -0.0015619808802824866 0.00022877768354311753 -0.0014330251356188973 -0.0015296012940575322 0.00085771102190863489 0.00018991127295963714 9.826760690376032e-05 -0.0010783041862355688 8.8072808989659973e-06 2.4298971138369984e-05 -0.0001826422295092527 0.098200736525928284 -0.00099907295723135467 1.0759391304186698e-05 0.0019294929243492737 3.187159491662398e-05 0.0024773439639778397 -3.5352545679694456e-06 0.0016817996678002878 -1.8493604691628991e-05 0.0007783316296819374 -0.0016815032275119676 0.00052130866037742392 0.00078977820077476843 -0.00089399451235463989 2.1647094848132042e-05 -0.0013643832557338447 -0.00067836642405678916 0.00071480364082172746 -0.00059893881139879345
leaf_weight=0.0012664593752215172 0.51624274159411143 1.004176145579194 0.5153474526696582 0.51645444095630288 0.51944400411321723 0.50451458620142287 0.50048541181604356 0.50515058663474655 6.5160317201585363 1.5142997985112727 0.50108018253765141 0.0017387616240478465 1.0123119754371135 15.083002798353458 0.51601217671474586 3.4073877265009287 0.52175115859108689 1.0017496656733773 0.50986639760205443 1.499816931784153 1.5242176950614519 0.51814516140168476 0.50309792476133586 0.50927773866759807 0.50633755429589555 0.50157030787545409 0.50727978345520341 0.50509290438074472 0.5059845355604019 0.50654337546915584
leaf_count=381 187 20 404 107 442 572 4 43 327 44 6 21 35 1162 34 51 84 27 49 6 43 185 22 59 12 37 35 24 29 181
internal_value=3.03679e-07 -0.000379256 1.42987e-05 -0.000148815 -7.01134e-05 -0.000630176 9.19883e-07 -0.000492747 7.14836e-05 6.36455e-05 4.48943e-06 0.0447168 -1.56915e-06 4.61383e-05 0.00088893 0.000202114 0.000652908 3.59563e-06 0.000564926 7.87528e-05 0.000262581 -4.19318e-05 -0.000596326 -9.79265e-06 -3.3596e-05 -0.000282622 -0.00067529 -7.35292e-06 1.37041e-05 -9.05123e-06
internal_weight=42.7557 1.52042 41.2353 9.57743 9.06097 1.01986 8.04111 1.00564 7.03548 31.6578 22.1815 0.00300522 22.1785 21.1662 1.01709 9.47632 2.03605 20.1491 1.51162 7.44027 4.93161 18.6375 1.02124 17.6162 17.107 2.50867 1.00885 16.6006 16.0955 15.5895
internal_count=4633 207 4426 1899 1792 976 816 47 769 2527 2227 402 1825 1790 40 300 128 1750 76 172 94 1674 207 1467 1408 78 72 1396 1372 1343
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=3 9 9 20 6 22 2 6 9 9 15 2 21 16 4 17 5 5 15 6 10 20 20 3 15 16 23 16 21 5
split_gain=3.31481e-05 0.000330103 8.22651e-05 2.01758e-05 6.2368e-05 0.000188384 5.29837e-05 6.65602e-05 4.99172e-05 8.48803e-05 4.24621e-05 9.33431e-05 0.000217659 7.86025e-05 4.24945e-05 9.60682e-05 3.55535e-05 0.000239672 9.17065e-05 3.48315e-05 7.31307e-05 3.28782e-05 2.73299e-05 2.70009e-05 2.69835e-05 4.92567e-05 9.54921e-05 2.96452e-05 2.72948e-05 8.08163e-05
threshold=76.190903416900014 182.80199813410005 38.283670303850009 41.559097512700014 16.465384711100004 -0.080869999999999997 216.39684782960003 16.525386113000007 215.63980588275004 179.11733629770001 46.435439118750004 189.32640726775003 14.028898926300002 22.544947280100004 259.68081077110008 191.20566072810004 21.556055031700001 22.315896640950005 37.408632939650005 16.285380505300001 62.036171360100006 43.182896969600009 41.362929270750008 93.14163192940002 42.80317728375001 22.674946976100003 0.08376500000000002 22.634947069650003 10.899813468900001 21.191508333600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 16 6 7 -6 9 -2 11 14 -13 -12 22 -16 18 -18 19 -5 -21 -19 24 -9 25 27 -27 28 -11 -30
right_child=3 -3 -4 4 5 -7 -8 23 -10 10 13 12 -14 -15 15 -17 17 21 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0065806206029335014 -0.0287582810063329 -0.053448147819497471 0.033420038601199117 -7.4383385572318616e-05 -0.0013520917557060469 -0.002231900217414711 0.00077606690487577984 -0.00063186060323890711 0.0010274459695477597 1.8921576197381167e-05 0.00028789611673935852 0.0024520231098928685 0.00016263172724634737 -0.0014758807923868312 -3.8132885358901664e-05 -0.0016205209061014769 0.0022601858900227092 -0.00084106665056434297 -0.0013823264890968192 -0.00031077171103113029 0.0013879043910293787 8.5847100677857659e-05 0.00054504468415373102 0.00026571722787400342 0.00056133759126217775 0.00032505981266871481 -0.0015777903392586231 0.00034586002032363408 -0.0014570081501137143 9.2181967138118591e-05
leaf_weight=0.001013650867128573 0.0010238979897349001 0.0011362466836321479 0.0010433374694793266 8.0239403773890654 0.51348478222861738 0.51879184408206613 0.50531823672821641 0.50301077400484917 0.51474573223782627 14.581670992140591 0.50107666065183554 0.52356299936683148 2.0078460497205546 0.50966623837229008 1.5054579856118651 0.51488486282440593 0.51869205452310607 0.51318402163229593 0.51042718975415269 0.5015066638079595 0.51237799029149755 1.5047418201924589 1.0139514341843199 1.0042747128612401 0.86047402307303755 0.50200302830216859 0.5556334361581321 2.5202050170701105 0.50679941494511105 1.0034941300837088
leaf_count=477 384 420 243 753 61 220 100 11 160 497 10 238 36 70 35 61 65 113 57 6 120 192 21 107 22 14 38 34 56 12
internal_value=3.05423e-07 -0.0101879 0.0137084 1.0664e-06 -9.17556e-05 -0.000496239 -0.00013978 -0.000368799 5.19081e-05 3.33837e-05 3.44713e-05 5.9103e-05 0.000636139 -0.000601487 -2.88469e-06 -0.000441405 1.01572e-05 0.000342935 -7.82496e-05 -4.59959e-06 0.000547673 -0.000149879 3.82382e-05 -3.38221e-05 1.3208e-05 -1.07704e-05 -0.00067461 2.69522e-05 -2.29928e-05 -0.00042767
internal_weight=42.7554 0.00319324 0.00205699 42.7522 15.1298 3.04488 2.52609 2.02077 27.6225 27.1078 27.1067 26.096 2.53141 1.01074 23.5646 2.02034 12.0849 2.53662 9.54825 9.03783 1.01388 2.01793 21.5442 1.50729 20.5303 19.6698 1.05764 18.6122 16.092 1.51029
internal_count=4633 1140 720 3493 1805 499 279 179 1688 1528 1144 1064 274 80 790 96 1306 370 936 879 126 305 694 118 673 651 52 599 565 68
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=0 5 23 12 21 7 23 10 23 15 5 20 6 22 20 6 23 23 15 16 23 4 20 19 19 21 21 5 21 6
split_gain=3.02395e-05 0.000189634 2.3178e-05 0.000110554 9.79072e-05 9.80609e-05 7.37341e-05 6.05242e-05 3.68133e-05 5.91728e-05 0.000307585 0.000264619 4.65932e-05 4.2732e-05 9.79343e-05 3.51184e-05 6.04507e-05 3.67863e-05 0.000233549 0.0011065 0.000466512 0.000291727 8.66746e-05 3.91595e-05 6.78862e-05 0.00015863 3.3633e-05 3.4889e-05 2.66035e-05 2.47461e-05
threshold=79.271876434400014 30.133297129900004 0.10487000000000003 165.75658866060004 5.0655779142000013 25.393368574200004 0.11148000000000002 62.079186690200011 0.091885000000000022 38.86986296220001 23.714185006400005 41.184662530950007 16.505385645700006 -0.091639999999999985 40.542362378300005 16.565387047600002 0.088565000000000019 0.09117500000000002 19.846565044850003 14.184966829400002 0.080545000000000019 228.08113677860004 46.095286511800005 14.651182102100002 14.451165964200003 3.3686516035500005 9.9821454294500018 20.769304081650002 12.315862460400002 16.465384711100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 -5 7 -6 15 11 -11 13 -12 14 -10 17 -17 18 19 20 22 -21 -2 24 29 -26 27 -8 -28 -20
right_child=2 -3 3 4 6 -7 26 -9 9 10 12 -13 -14 -15 -16 16 -18 -19 23 21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.022098801227544859 0.0256548679383303 0.032451792752225893 -0.0015420786645095432 0.0018368417135463497 -0.0017461924303257175 -0.00013123188826893924 8.9443884654163432e-06 -0.0001979469516835956 0.0017901103515671687 0.0026272288641443491 0.00065338079195438668 -0.0021509398827288893 -0.00019057862872991785 5.8214635486923177e-05 8.966736240966713e-05 0.0013074882826249975 -0.00023655492889941449 -0.00090084013102356925 2.0063666396879587e-05 0.095924081921987661 -0.076417764570406999 0.031069497058995039 -0.014098191678799424 0.00082322742931989186 0.00040389992101295849 -0.002080408027489431 0.00051029400837083138 -0.0011692179121779579 -6.4410341741971095e-05 -0.00029010126178998056
leaf_weight=0.0010609019415485079 0.0010862048449725428 0.0015958675554375024 0.53300897657770541 0.51231469714925859 0.50889532259048964 0.50050535865201018 0.50061521844508028 0.50113636728389854 0.51159892422087061 0.58223590562078475 1.0091545921054108 0.51728388156949723 1.8595506650703439 5.0202546236261556 1.0021652823295069 0.51214721521424056 0.50219430011816257 0.50672516111268251 17.597891618054422 0.0014919651414961876 0.0010146567730414807 0.0012961064155385671 0.0011078781632602036 0.50819390007666143 0.50608959639247142 0.52226276316763709 1.0081209008611711 0.50480144373980806 4.0069518020043828 3.0126636017664756
leaf_count=376 407 177 177 53 18 47 22 33 133 106 38 197 29 166 24 73 29 95 1263 20 356 74 248 27 80 131 29 23 76 106
internal_value=2.86684e-07 0.0106686 -3.76275e-07 -0.00014736 -5.49355e-05 0.000864279 -0.000187358 -0.000978016 3.65082e-05 0.000192333 0.000531634 2.62768e-05 0.00010631 0.000198642 0.000664357 -3.2618e-05 0.000543042 -5.83868e-05 -3.91167e-05 0.0196929 -0.0203477 0.0657748 0.005582 -4.44596e-05 -6.48373e-05 -0.00085779 -5.47125e-05 -0.00058259 5.11157e-05 -2.52734e-05
internal_weight=42.7554 0.00265677 42.7528 8.57635 8.04334 1.01282 7.03052 1.01003 34.1764 10.5022 3.45094 7.0513 2.86871 6.53402 1.51376 23.6742 1.01434 22.6598 22.1531 0.00599681 0.00320874 0.00278807 0.00219408 22.1471 21.6389 1.02835 6.02049 1.00542 5.01507 20.6106
internal_count=4633 553 4080 478 301 100 201 51 3602 693 173 520 67 323 157 2909 102 2807 2712 1105 1011 94 655 1607 1580 211 150 45 105 1369
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=8 15 7 18 14 20 19 22 17 21 15 12 21 6 10 21 23 21 22 4 16 22 22 7 15 16 15 10 17 12
split_gain=2.93562e-05 2.27403e-05 0.00012544 6.40124e-05 8.39461e-05 3.24741e-05 2.76972e-05 6.94418e-05 0.000142156 9.31487e-05 0.000162588 4.78429e-05 4.59842e-05 6.7875e-05 5.18786e-05 4.70866e-05 0.000111975 2.33246e-05 2.96541e-05 0.000229725 0.000232282 0.000394034 2.0974e-05 3.61399e-05 1.9028e-05 5.22798e-05 3.97947e-05 2.4474e-05 6.76581e-05 1.88436e-05
threshold=8.8430989333000021 46.435439118750004 23.543468673550006 12.420159544750002 144.12207640715005 42.206017975500011 14.351157895250003 -0.066979999999999998 191.20566072810004 14.550451234850001 36.776646943950006 110.24393346510001 12.575665986150002 16.425383776450001 61.993156030000002 0.54612131245000006 0.083395000000000011 14.202008575100001 -0.15580499999999997 288.62150107035001 20.079953044350003 -0.58835000000000004 -0.089569999999999997 23.365573965200003 43.376643616500012 22.644947046300004 41.54912092575001 62.036171360100006 186.34046889365004 209.45123619680001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 17 11 -9 10 -10 -8 13 -13 15 -15 -17 18 19 20 21 -6 -16 -24 26 -26 27 28 -20 -29
right_child=-2 2 5 4 6 -7 7 8 9 -11 -12 12 -14 14 22 16 -18 -19 24 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.020988966338807601 -0.0007450241965157859 -0.001648413386029988 -0.000292274823184405 -0.027092489828404027 0.025949170108369168 0.00084195165578938706 0.00093421285069640592 0.0019765872754163799 8.5147988962295604e-05 -0.0009897765611158499 0.0020591222037055811 -0.0012889303652619463 0.00035741193434003088 1.6443561325905663e-05 -2.3975413334236649e-05 6.9534018467234336e-05 -0.0020353813174477119 -0.00069851536928002412 5.0121810605462823e-05 -0.046060566374857184 0.045370807784330169 -0.052200519329771627 -9.8513034695161685e-05 0.0010986640054196975 -0.0011604974241450408 0.00027828787774943189 0.00087327851957996196 2.8626570594226372e-06 -0.00095351104234372118 0.00061626532429504878
leaf_weight=0.0014562862604340357 0.52202730536304542 0.51013717467500086 0.50430643576120793 0.0011417106330345863 0.0013578353977102466 0.50540565138472004 0.51408258251194539 0.56351307484146618 2.0104661050822878 0.50709620823045032 0.52653775716021289 0.51722736379758583 2.0123278580503836 0.85515428844882979 3.006733317027281 0.50127046548732301 0.50971016502899147 0.51441585438423842 2.0023248143061854 0.0011859009804896362 0.001009673218561602 0.001229262626704248 0.50186543732115951 0.50678528844991888 0.50682472199505813 0.50337520836136562 0.51018230036353784 22.612789182912763 1.0107555245590187 0.51215340204014381
leaf_count=340 204 114 32 19 102 43 81 39 31 22 87 80 38 7 52 8 35 353 44 377 35 405 11 86 41 17 30 1265 23 612
internal_value=2.8307e-07 9.49559e-06 -0.000370291 2.36733e-05 2.29234e-05 0.000275456 2.36838e-05 0.000147362 0.000517604 0.000247522 0.000494833 -2.29196e-06 -5.95309e-05 -0.000190654 -9.40707e-05 -0.000529725 -0.00099171 -3.13256e-05 -1.89187e-05 -0.00789246 0.00469205 -0.0111837 0.000108398 0.000502995 -1.75573e-05 -0.000443561 -1.40798e-06 -1.84808e-05 -0.000286553 1.64478e-05
internal_weight=42.7548 42.2328 1.51985 40.713 40.7115 1.00971 40.7104 12.5328 3.60761 3.0441 2.537 8.92516 8.41107 6.39875 5.88152 1.86613 1.01098 28.1776 27.6632 0.00478267 0.00359677 0.0025871 4.01538 1.00865 27.6584 1.0102 26.6482 26.138 3.01308 23.1249
internal_count=4633 4429 189 4240 3900 75 3881 577 179 140 118 398 317 279 199 50 43 3304 2951 919 542 507 149 97 2032 58 1974 1944 67 1877
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=23 14 7 17 23 20 23 0 8 22 9 21 23 15 9 6 17 19 16 13 0 3 15 4 18 13 23 3 9 5
split_gain=2.47704e-05 0.000111605 0.00010796 0.000522084 0.000194041 0.000352394 0.000288986 7.70409e-05 8.60623e-05 7.97293e-05 0.000341684 7.21121e-05 6.45344e-05 0.000321158 5.74661e-05 2.44703e-05 6.57625e-05 4.37875e-05 0.000126705 9.07221e-05 4.04279e-05 2.66689e-05 0.000519126 0.000891215 0.000248321 2.80208e-05 2.47521e-05 6.90755e-05 5.23544e-05 7.23404e-05
threshold=0.10249000000000003 186.51427598835002 22.172877373800002 186.18082682465004 0.080545000000000019 40.371455563000005 -0.25098999999999999 86.345209775600011 8.543332867800002 -0.086139999999999994 186.70853236170004 4.9790488931500008 0.096480000000000024 35.133229767950006 195.34352961910002 16.585387514950003 176.44238483465003 14.451165964200003 22.624947093000003 117.57433941890001 86.538778761000017 93.82450029455002 19.527500348350003 235.16798915710004 17.267778657600005 117.55283175385001 0.090465000000000031 93.499196860750018 200.84251237905002 23.714185006400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 9 11 -3 -11 -9 15 14 -14 16 -4 21 -19 -20 -21 22 23 -18 -25 -23 27 -24 29 -28
right_child=1 7 12 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 18 19 20 -22 25 26 24 -26 -27 28 -29 -30 -31
leaf_value=-0.029355461727934337 -0.0015086452592403578 2.8091996786320475e-07 0.018913824868137603 0.05917664815079611 0.015278189593069405 -0.065206429936563601 0.035467990062279471 0.0011820381202859982 0.0014235803708541831 -2.2815981350252336e-05 -0.0030269894046208523 -6.2494402417260757e-05 0.00025847389707303576 0.0027140470021383787 -0.00097096942252221255 0.00068412366421422011 0.09181355257796088 -0.0018028428191390123 0.0010868694624887273 -0.0011767691102577405 8.9583330289401528e-05 -6.2708902356500993e-06 -2.9055478856474942e-05 -0.027307170261722309 0.030308044204631075 0.0010476399744913873 0.0016388129094644351 -0.0012138827004094124 1.3181045969704851e-06 0.0001835791784414452
leaf_weight=0.001056196158844086 0.55851175552035037 2.5092337971893528 0.0018357845865136771 0.001782807740017503 0.0010534656417537525 0.0011248986452141452 0.0019712901051483463 0.51914005340446312 0.51464628318974792 1.3574306666179801 0.52502796560301934 4.5128442915304552 1.5040656818808487 0.53021690257938292 0.50879338074572222 0.51321143807831049 0.0016727968784074009 0.52288463583560174 0.51133316388774108 0.50799102251882267 0.50046426004792011 0.50101338750685076 19.589937021712458 0.0015395074569853296 0.0014551279462385138 0.50813231798061054 0.51828283551318222 0.50473324464040814 4.5210102616746752 1.002035924859342
leaf_count=211 102 54 323 100 68 154 418 133 41 18 60 163 57 98 110 83 74 139 59 44 9 24 1040 261 407 59 84 31 197 12
internal_value=2.63246e-07 -0.00013317 4.36832e-05 0.0124713 -0.00352354 -0.0262837 0.0128531 -5.5871e-05 0.000191874 -0.000368769 -0.000860696 6.59016e-05 4.09902e-05 0.000524472 -5.22943e-05 -3.97708e-07 -1.2431e-05 -1.36212e-05 -0.000460123 1.84072e-06 -0.000548319 1.99723e-05 4.99094e-07 0.0333477 0.000688728 0.000524402 -5.45612e-06 -5.88157e-05 0.000172028 0.000679674
internal_weight=42.7544 10.4968 32.2576 0.00698866 0.00520585 0.00217836 0.00302749 9.93832 5.54663 4.39169 1.88246 5.03198 32.2506 2.54308 2.01286 29.7075 29.1943 29.1925 2.04267 1.51979 1.00846 27.1498 26.1407 0.00466743 0.00299464 1.00915 26.136 20.0947 6.04133 1.52032
internal_count=4633 571 4062 951 851 222 629 469 337 132 78 296 3111 265 167 2846 2763 2440 251 112 53 2189 2106 742 668 83 1364 1071 293 96
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=3 9 10 8 23 8 4 5 10 21 20 20 13 16 19 21 15 22 22 9 23 21 23 9 21 15 12 23 18 15
split_gain=2.9756e-05 0.000269989 6.32784e-05 2.39728e-05 3.09593e-05 2.48929e-05 5.55704e-05 3.76071e-05 1.99218e-05 6.83154e-05 0.000351312 5.3254e-05 5.16904e-05 0.000175519 0.000289973 9.10137e-05 7.5746e-05 4.53112e-05 3.50073e-05 3.17478e-05 5.91649e-05 2.94185e-05 2.44444e-05 0.000114331 0.00150639 0.000468979 0.000100135 9.53142e-05 8.04747e-05 2.13394e-05
threshold=76.190903416900014 182.80199813410005 87.313054702550019 8.8430989333000021 -0.51222499999999993 8.7431769115000026 143.58239362595003 21.990725385850002 61.987779113750001 5.7892729308500011 40.21994457600001 40.518963363600001 117.55283175385001 22.624947093000003 14.251149826300002 14.849677877150002 43.376643616500012 -0.082275000000000001 -0.094409999999999994 197.89372115420002 0.10526500000000003 1.4164439961500002 0.10787500000000003 184.36538191430003 9.7501362057500014 36.776646943950006 135.68664087135002 0.10336500000000003 13.900697602550002 40.856592954650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6 -7 9 10 21 -11 15 19 -15 16 22 18 -13 20 -14 -8 23 24 25 -10 -26 29 -24 -25
right_child=3 -3 -4 -5 5 7 8 -9 12 11 -12 17 13 14 -16 -17 -18 -19 -20 -21 -22 -23 28 27 26 -27 -28 -29 -30 -31
leaf_value=0.029685354993013047 0.016420021022239103 -0.04951724466442075 -0.0056371832229816787 -0.0006723835171485033 0.020741405797582081 0.00078548993686993526 -0.00019684648603406202 -3.0443899539793868e-06 -0.0046625844992828208 0.0010358909541391937 -0.0028876825275414705 -0.00067059666895438036 0.001228203611740085 -0.00023719129804726497 0.0031253714179027797 -0.0013488047365915082 -0.001212741463420205 -0.0009305889215362143 0.00024196068068234601 -0.00019302784917193605 -0.00029970574953821529 0.00069353451632271808 -3.9739829874048339e-05 8.2461456934039527e-06 -0.10012325779497121 0.078810044174383018 -0.056586084655456476 0.0014078070850436974 -0.0013784391179418156 0.00047787923177051241
leaf_weight=0.0010082889514658867 0.0011495401794466833 0.0011049299588743134 0.0010204555415256522 0.52224947470239769 0.001290371785294008 1.011282787467507 1.4006845271853614 1.5048204682793196 0.0014510190207228232 0.50960184444556933 0.52262749198439129 0.50475144667288629 0.51080478469996327 0.5010195571240954 0.52539422513551415 0.5135687625661437 0.51030931707749516 0.50891224340601704 2.514805914135696 2.5072685322374468 0.50300093092027964 0.50482274346839195 3.5073410356890258 22.121536047345849 0.0010690468594205527 0.0012554293243738357 0.0010443708934035206 0.51230529863471375 0.51498245029183598 1.0117841199273119
leaf_count=240 117 420 480 203 29 34 131 38 336 26 215 140 34 18 71 207 103 79 34 57 11 27 45 1166 29 6 86 41 155 55
internal_value=2.6819e-07 -0.00974389 0.0119182 9.8244e-07 9.31003e-06 8.8633e-06 -1.04628e-05 0.000313887 -1.11371e-05 -0.000171737 -0.000590902 8.03114e-05 2.01006e-05 0.000333341 0.00148402 -2.95377e-05 -5.49726e-06 -5.76988e-05 8.94169e-05 -2.08818e-06 0.00047013 3.90406e-05 1.67653e-05 5.55252e-05 -0.0153445 0.0340575 -0.0786088 5.86643e-05 -0.000211135 2.87865e-05
internal_weight=42.7543 0.00313367 0.00202874 42.7511 42.2289 42.2277 39.7116 2.5161 39.7103 6.46621 2.42813 4.03807 33.2441 4.54749 1.02641 28.6966 28.1831 3.52847 3.01956 3.52107 1.01381 1.90551 27.6728 23.6504 0.00481987 0.00270645 0.00211342 23.6456 4.02232 23.1333
internal_count=4633 1140 720 3493 3290 3173 3101 72 3072 652 373 279 2420 191 89 2229 2022 253 174 102 45 158 1919 1719 457 342 115 1262 200 1221
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=16 15 21 19 4 8 19 21 2 3 21 23 22 20 21 2 22 21 16 18 7 20 16 14 6 16 6 6 6 16
split_gain=2.40378e-05 2.24842e-05 0.000116555 3.69164e-05 3.1602e-05 2.29154e-05 2.91567e-05 5.95126e-05 8.96188e-05 0.000227185 7.20676e-05 8.70536e-05 8.14865e-05 4.83995e-05 9.3732e-05 0.000182658 3.96796e-05 3.64874e-05 2.64017e-05 4.62636e-05 0.000139182 0.000194395 3.92333e-05 3.28188e-05 0.000779309 0.00270322 0.00173878 0.000500798 0.000724805 0.000765844
threshold=11.864972254500001 46.435439118750004 15.294585115650001 14.651182102100002 141.79569928155004 8.8430989333000021 14.351157895250003 4.6633733285000014 108.01392853780001 93.883646373400012 3.3335862513000003 0.087935000000000027 -0.117885 41.289992964000007 14.136086967800003 140.61735485095002 -0.066979999999999998 10.159915898950002 22.594947163200004 12.964611930900002 23.299327580650004 40.165165956550005 22.644947046300004 292.48575901800007 16.515385879350003 22.554947256700004 16.265380038000004 13.665319288000001 13.825323026450002 19.224955043700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 18 10 9 -9 11 -8 -12 14 15 -10 -13 -15 23 -20 21 -21 -22 -6 25 26 27 -25 -29 -30
right_child=1 2 -4 -5 5 -7 7 8 13 -11 12 16 -14 17 -16 -17 -18 -19 19 20 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.011536090490075599 0.013605481032390305 -0.0015984890549216914 0.00025067332709541236 0.00085624815498329301 -9.7067848527157806e-06 -0.00065772697674220152 0.0012319395838019311 0.0025926724803786716 -0.00011051150338631854 -0.00037177018487220072 -2.5080520095618818e-05 -0.00071656063064041747 -0.0018205220742942717 0.00014254320823769818 7.5685641114356852e-05 0.0025672404161399829 0.00036852545326862958 -0.00044522423166854598 0.00011757645117345737 -3.4622978195778435e-05 -0.00034328083016549663 -0.0027979239361532317 0.00042204519236365584 -0.012097113779262893 0.00013571165135692519 0.089161174886670219 -0.090968656400246595 0.093878872197090568 -0.041012162724273424 0.059828671652148051
leaf_weight=0.0018060922919492786 0.0017081451569741493 0.5159926187641507 1.0043050166358254 0.51471005219764165 21.121531032978634 0.51753168504551794 0.50881019966868657 0.52934492440272041 0.50024698573906634 0.50529276318411576 0.50010681126877898 0.86347182437668835 0.5111346416206286 3.5146454439928334 2.008468929422861 0.51906057017868079 0.55273585060240293 1.5098960620179722 2.5064206072283914 0.50055404642625922 2.0069732672414067 0.51807598070327998 1.0053642034245056 0.0037116252366622415 0.50107276488008134 0.0043919401135283928 0.0019009285410982466 0.0015148799868285323 0.0015160514364089828 0.0014965756348601644
leaf_count=984 47 187 20 70 1763 135 106 103 8 30 4 68 36 67 25 33 21 40 32 6 40 43 32 454 69 7 21 32 128 22
internal_value=2.45301e-07 7.32663e-07 -0.000376937 1.46581e-05 4.01944e-06 3.44881e-06 1.19612e-05 0.000142334 0.000268802 0.00114491 -0.000249053 0.00011002 -0.000932591 0.000156232 0.000472057 0.00125308 -0.000293059 -3.40834e-05 -4.36741e-05 -0.000219785 -0.000429553 -0.00144004 -8.78541e-05 9.53554e-06 0.000797789 0.0236266 -0.00475816 0.0151323 0.0374548 0.0090823
internal_weight=42.7538 42.752 1.5203 41.2317 40.717 40.7153 40.1977 12.0232 9.08696 1.03464 2.93626 1.92502 1.01124 8.05232 3.02778 1.01931 1.41621 5.02454 28.1745 6.53739 4.03097 1.01863 3.01234 21.6371 0.515605 0.014532 0.0101401 0.00823913 0.00452751 0.00301263
internal_count=4633 3649 207 3442 3372 3325 3190 541 306 133 235 195 40 173 66 41 89 107 2649 153 121 49 72 2496 733 664 657 636 182 150
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=20 20 19 23 18 7 7 8 7 10 14 0 8 3 13 23 15 21 9 6 15 16 15 4 19 5 13 5 9 23
split_gain=2.47896e-05 1.99529e-05 0.000248588 1.905e-05 0.000206841 0.000964913 0.000379199 0.000906553 0.000234338 0.000229866 9.96947e-05 6.8642e-05 8.38266e-05 7.41996e-05 0.000138325 6.51594e-05 0.000245732 6.46565e-05 6.08931e-05 3.36817e-05 0.000254773 0.000903649 0.000309524 0.000239071 4.32726e-05 0.000121908 5.06722e-05 4.20765e-05 2.96869e-05 2.10098e-05
threshold=33.036871954450007 34.515670600900002 13.951125619400001 0.10249000000000003 12.816643511250001 22.172877373800002 22.172877373800002 8.3434888241000014 21.115414688150004 57.027573863050009 186.51427598835002 86.345209775600011 8.543332867800002 93.668569722950011 117.73026999045001 0.096480000000000024 35.133229767950006 4.9790488931500008 195.34352961910002 16.585387514950003 19.527500348350003 14.184966829400002 14.021092838300001 228.08113677860004 14.451165964200003 21.100330328400002 117.55820867010002 24.367802910700004 193.70978346765003 0.094780000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -6 9 -3 -5 13 17 14 -12 19 18 -13 -17 20 21 22 -8 -23 29 -26 -27 -28 -15 -22
right_child=1 3 -4 10 6 -7 15 -9 -10 -11 11 12 -14 28 -16 16 -18 -19 -20 -21 24 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.015447504276909038 -0.022536816166773291 -0.018210726240313543 0.044319305844466444 -0.0014170873565940054 -0.014134935823277715 0.093560020943640548 0.016805153956940513 0.096864159404420863 -0.035924805177414282 0.046205236445806305 -0.0022290850770725584 0.0011236216036981347 0.0014057651877247481 8.0450111058160488e-05 0.00010036732804020249 0.00033363098384325146 0.0024365635940224242 -5.5748076682513687e-05 -0.00093209223385941169 0.00079304188764840267 1.7687966035067819e-05 0.099227802450935695 -0.050709463956051172 0.035154409853022692 -0.0017987279697494669 -0.00083182562973988709 0.0010277785002575878 -0.00026150518125372317 -0.00056801015449290087 -0.00063342136814856828
leaf_weight=0.0010387906822221229 0.0011619854468837279 0.0010741467033589793 0.0010667141350495513 0.55834135443118071 0.0016374337469987612 0.0013254336254790999 0.0013659568991599104 0.0013362372691290147 0.0015237212811246015 0.0011439376647309762 0.51969026473306879 0.51822886395510614 0.51456546658395286 2.3655998377590026 0.50033127516508102 1.5046046507556752 0.52859697614266554 4.5129385717474237 0.50856861365956096 0.51349956085692028 26.637964789805352 0.0011991674756401949 0.0013503156400848683 0.0011320925773787849 0.51703478803527447 0.51281271896933933 0.51029474100778294 0.50228583186699538 1.0063136063402067 0.50497548440208717
leaf_count=259 90 287 19 87 320 12 518 21 51 167 43 109 41 50 2 42 91 157 103 77 1380 14 303 58 88 64 53 46 28 53
internal_value=2.68943e-07 6.44294e-07 0.00946228 1.51025e-07 3.82316e-05 0.0202404 3.50572e-05 0.0357432 -0.00573105 0.0150107 -0.000116869 -4.38168e-05 0.000190068 -0.000339144 -0.00108646 3.17642e-05 0.000517714 6.57314e-05 1.38835e-05 -9.81858e-06 -2.3942e-05 0.0224407 -0.0167578 0.0681129 -2.78272e-05 -0.000471721 -2.19295e-05 0.000388235 -0.000113076 5.57453e-06
internal_weight=42.753 42.752 0.0022287 42.7497 32.2537 0.00506724 32.2487 0.00297367 0.00374181 0.00221808 10.496 9.93767 5.54573 4.39193 1.02002 32.2457 2.54177 5.03117 2.01317 29.7039 29.1904 0.00504753 0.00271627 0.00233126 29.1854 2.04243 1.52539 1.01258 3.37191 27.1429
internal_count=4633 4374 109 4265 3748 517 3231 341 505 454 517 430 307 123 45 2890 236 266 145 2654 2577 893 821 72 1684 251 163 99 78 1433
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=16 5 17 18 20 7 15 15 12 10 10 10 10 10 10 10 10 23 2 20 8 15 15 22 8 6 20 6 22 18
split_gain=2.09858e-05 1.81638e-05 0.000163951 0.000488896 0.000491611 0.000215009 5.32614e-05 0.000124689 0.000115891 0.00308575 0.00243966 0.00219917 0.00160789 0.000896032 0.0012232 0.000911914 0.00161219 3.2958e-05 3.30907e-05 3.15538e-05 3.03732e-05 0.000160059 3.42557e-05 2.71822e-05 2.63309e-05 9.16347e-05 0.000266594 5.71746e-05 7.84302e-05 0.000255726
threshold=11.864972254500001 17.352342178450005 176.09745774210003 12.899561312100003 40.300545846000013 19.250086031950001 31.264641197600003 32.355961258350007 96.350437043050007 71.658163008950012 66.235542959850008 65.036490633650018 64.294476189700006 67.031326566450005 70.74946416085001 69.633754036750005 70.128430332750014 0.10487000000000003 153.89888490650003 42.580420142950011 8.7431769115000026 39.324897478350003 42.33967733730001 -0.11963999999999998 8.3434888241000014 16.345381907250005 43.157831852650006 16.465384711100004 -0.086139999999999994 13.713893333650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 5 -5 -3 8 -8 -4 10 11 12 -10 -12 15 -15 -17 18 19 -2 24 -22 -23 -19 -9 26 -26 28 -27 -30
right_child=1 2 6 4 -6 -7 7 20 9 -11 13 -13 -14 14 -16 16 -18 23 -20 -21 21 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.010815968824168866 -5.4960998394361815e-05 0.015507437953190817 0.00012410441172054494 0.090213430957253968 -0.0020175664110779843 -0.044924812704101723 -0.0015550088289037227 0.0001030855790414377 -0.070737101535543565 -0.00021900692776084839 0.083824166808626685 -0.10007276882890277 0.072725268135804197 -0.022500994096860284 0.067303900896286753 0.062379965149976603 -0.0099501046531509582 -0.00013664531525744159 0.00072584489502804952 -0.00086989730875271188 0.0019147226356521615 -0.00046050579448387707 0.00054800628010344789 -0.0011759191693433669 -0.0025475342347878131 4.0613904861992056e-05 0.00065093636503038294 -0.0001656027058491152 0.0025710501954078809 -0.00057769572568111473
leaf_weight=0.0017937103206183682 8.024084870864689 0.0012250929895364906 2.0083549888492476 0.001353415333971375 0.001008602047845919 0.0011334098590238262 0.50885756998087828 12.574934264292162 0.0011898624140463934 0.50329412475065816 0.0044347127641231046 0.0024676401952490323 0.0022748147384845652 0.0039313869551733651 0.0079338818289116375 0.0074851094541372731 0.0052381870768840599 0.50012539132306633 0.51023108777549886 0.50502480010719253 0.51768845125576435 1.0051671506855653 0.50651639546354932 0.50657996616343715 0.53758257099004747 3.5063848253813443 0.50576833480768713 9.4584655174992474 0.52780636143526638 0.50443680638807109
leaf_count=984 334 271 71 58 126 226 127 580 63 52 14 24 9 33 36 20 33 42 532 160 61 38 54 98 174 76 31 236 52 18
internal_value=2.90947e-07 7.44767e-07 3.68709e-05 0.0186719 0.05083 -0.0135341 3.41808e-05 -2.90797e-06 0.000473338 0.00177642 0.0305068 -0.0279274 0.0234565 0.0424507 0.0349887 0.0195945 0.0326016 -0.000116864 -5.64181e-05 -0.000103215 2.37341e-05 0.000397127 -0.000122586 -0.000659614 -3.70542e-06 -9.29907e-05 -0.000997063 -2.56006e-05 0.000266163 0.00103232
internal_weight=42.7528 42.751 32.7049 0.00472052 0.00236202 0.0023585 32.7002 30.1536 2.5466 0.53825 0.0349556 0.00593232 0.00346468 0.0290233 0.0245886 0.0166547 0.0127233 10.046 9.03934 8.52911 29.6448 2.02937 1.51168 1.00671 27.6154 15.0404 1.04335 13.9971 4.53863 1.03224
internal_count=4633 3649 2483 681 184 497 1802 1447 355 284 232 96 72 136 122 86 53 1166 1026 494 1320 153 92 140 1167 587 205 382 146 70
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=8 8 2 23 23 18 0 22 9 4 23 5 12 6 2 17 15 22 12 2 4 5 14 10 2 15 23 2 21 19
split_gain=2.86428e-05 2.68863e-05 2.95997e-05 0.000117428 1.63269e-05 0.00011271 5.00666e-05 0.000113045 0.0001391 4.64621e-05 3.36545e-05 3.56612e-05 0.000190272 3.02569e-05 2.58627e-05 4.90979e-05 3.36716e-05 7.49347e-05 0.000183359 2.98103e-05 6.23891e-05 3.43689e-05 4.18578e-05 4.57425e-05 7.33663e-05 3.81493e-05 9.30039e-05 0.000124862 3.42075e-05 5.66527e-05
threshold=8.8430989333000021 8.7431769115000026 74.766480717350007 -0.11223 0.10487000000000003 13.900697602550002 86.345209775600011 -0.086139999999999994 186.70853236170004 143.58239362595003 0.10336500000000003 13.039146929800001 228.97256901260002 16.165377701450002 229.44804549725004 197.02652249450003 44.483611103700007 -0.27494999999999997 180.15640213090003 210.71970372160004 275.83115341155002 22.958759589950002 270.37579640960007 61.987779113750001 88.501682544250016 38.86986296220001 0.08079500000000002 173.47633273965002 9.027058870800003 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 7 -6 -9 -1 11 12 -11 -8 16 -16 17 18 -13 20 21 22 23 24 -19 28 -27 -28 -25 -30
right_child=-2 2 3 -5 5 -7 13 8 -10 10 -12 14 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.021367433118767834 -0.00073614361867069017 -9.5225433665715057e-05 -2.5977929415627348e-05 0.0018335859870987061 8.0331333651467512e-05 -0.0015611618128308781 -1.244138518230032e-05 -2.5434489087460755e-05 -0.0023649444057083973 0.031101049087444765 0.00082402254274319239 -0.047548902842717504 -0.014405862529950735 0.00053561452231106475 6.3794932621135151e-05 0.0011936498723583964 -0.00081831657272579911 3.5836353989353625e-05 0.011386184320233061 -0.00076147719754128334 0.0011020346354935551 0.00061230739140117306 -0.00092556140643147418 1.7385225788322376e-05 -0.0010515010383162803 -9.9424810769310496e-05 0.0022305154019279338 1.4777651142104529e-05 -0.0013159370349310024 0.00017740298022029426
leaf_weight=0.0010196786382355985 0.5216310503431093 1.0019457379296448 1.0001476783509131 0.51416076050645632 2.0107054369441646 0.52033166600737413 3.0050926456187881 0.50045788358329424 0.5163616304574532 0.001966269354856979 0.51347676562448796 0.0010834840812371507 0.0017247286211502688 1.5152701654806149 1.5054067387535752 0.51658718909729229 0.51561644743497126 1.5058085631026581 0.001029508901723819 0.50706795201124322 0.51559171789518998 0.86455674107622371 0.5100133857698016 20.092497250771615 1.0555081609016763 1.5030318499657362 0.51610536866701273 0.50141910919774091 0.51358918611643989 0.50269059860784182
leaf_count=28 204 12 6 54 50 266 34 8 41 688 41 136 572 29 261 255 130 31 43 133 147 436 39 744 29 22 36 8 137 13
internal_value=3.34952e-07 9.43198e-06 0.000326424 0.000605409 -1.06524e-05 -0.000137637 -3.95024e-05 -0.000354208 -0.00121349 2.17227e-05 2.10349e-05 7.79045e-06 0.00983659 0.000171272 6.62499e-06 0.000352455 -1.74001e-05 -2.95572e-06 -0.0188341 -1.56387e-06 1.21582e-05 -8.22729e-06 -2.83199e-05 -1.08479e-05 -0.000412251 3.26625e-05 0.000400369 0.00113864 -1.12446e-05 -0.000577274
internal_weight=42.7519 42.2303 2.51625 1.51431 39.714 8.06822 7.54789 3.02752 1.01682 31.6458 31.6448 31.1313 0.003691 4.52036 31.1276 2.02199 29.1056 28.59 0.00211299 28.5879 28.0808 27.5652 26.7007 26.1907 2.56132 23.6293 2.52056 1.01752 21.1088 1.01628
internal_count=4633 4429 72 60 4357 428 162 99 49 3929 3901 3860 1260 63 2600 516 2084 1954 179 1775 1642 1495 1059 1020 60 960 66 44 894 150
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=8 14 10 8 19 20 13 18 0 13 23 15 0 16 0 3 22 13 17 10 18 10 19 0 20 7 22 6 18 3
split_gain=2.31891e-05 3.06128e-05 3.17295e-05 2.40971e-05 3.61191e-05 7.9223e-05 1.61757e-05 7.38661e-05 8.82306e-05 0.000216158 0.0003011 5.39255e-05 6.21248e-05 5.16323e-05 0.00170153 0.00251291 0.000106496 0.000428956 0.000325868 0.000157272 0.000123586 0.00010386 0.000153805 5.73695e-05 0.000173301 4.76344e-05 2.55954e-05 2.53303e-05 2.48002e-05 0.000124245
threshold=8.8430989333000021 144.12207640715005 60.87206898960001 8.7431769115000026 14.151141757350002 42.498713093000006 117.60660091645001 13.602243858600003 85.799452775150016 117.69263157665002 0.083395000000000011 46.435439118750004 85.495657006400009 22.644947046300004 85.823648898300021 93.862138708350017 -0.14704500000000001 117.47755492620001 196.58703564235003 69.873026810350026 15.454705336800002 62.041548276350007 14.251149826300002 86.345209775600011 41.741384785950011 24.068567769550004 -0.082275000000000001 16.645388916850006 13.900697602550002 86.26455603170001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 11 8 26 10 -10 12 -4 14 15 -14 17 18 19 -16 -21 22 -15 24 -18 -9 -8 -28 -25 -30
right_child=-2 2 3 4 5 -7 7 25 9 -11 -12 -13 13 21 16 -17 23 -19 -20 20 -22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=-0.01527723449087752 -0.00066220187661675701 -0.015223033042539986 -0.022211301229298725 -1.9102233860559942e-06 0.0016421202318988996 -0.00012549959448409365 0.00023941484008336742 0.0013118869103312507 -9.1142451252391725e-05 0.00022175763338107941 -0.0035124129449802619 -0.0010020138547166171 0.080942954901298769 2.4125589898944378e-06 0.049901415028294351 -0.025189307959113335 0.00013574168964034306 0.06394123501764154 -0.033031670038721525 -0.018070664705312694 0.026904021702542025 5.182250671170163e-05 0.0024647374393341023 0.0001117523025203806 -0.0021216611619199865 -6.0085950262748167e-05 -0.00084459589832713237 2.4069209131570083e-05 -9.5933326666781734e-07 -0.0011396757055538382
leaf_weight=0.0013101364817477137 0.52186999382311583 0.0013675242776817189 0.0012553145705699311 1.5008992889299853 0.51423776401151144 0.50017982954614126 2.0105400180778155 0.5093507164638138 0.50329531986633946 1.0052757419894076 0.52616674755972781 0.50975447745415081 0.0060896962550022193 0.50046820168608908 0.0010842420028905815 0.0035206872830002567 1.0128976955601974 0.0013086406470392831 0.0019152556586539168 0.0012370978917765829 0.001207211473755615 2.5117983651127567 0.51442767951539281 12.55302081466813 0.51197776461009414 0.50294317140014755 0.55217347933624272 0.85621270607225597 14.086013590181452 1.0281138874374338
leaf_count=36 204 392 265 15 34 8 62 16 29 16 34 112 16 11 98 39 38 8 410 223 233 67 33 261 43 26 39 11 1637 217
internal_value=3.10606e-07 8.4978e-06 8.97203e-06 9.46532e-06 0.000309623 0.000770558 -9.54636e-06 -0.000154265 -0.000299883 -0.000821265 -0.00183978 1.85996e-05 3.44921e-05 3.53452e-05 -8.29475e-06 0.0420622 -2.21417e-05 0.0125348 0.000177225 0.0182026 0.00414173 0.000396775 0.00125051 -2.50463e-05 -0.000622183 0.000630243 1.0412e-05 -0.000316501 7.8649e-06 -7.84187e-05
internal_weight=42.7519 42.23 42.2287 42.2274 2.51532 1.01442 39.712 6.46596 5.45366 2.03474 1.02946 33.2461 32.7363 32.7351 29.2084 0.00961038 29.1988 0.00675245 0.00544381 0.00352855 0.00244431 3.52669 1.0149 29.192 1.52488 1.01229 3.41893 1.40839 27.6671 15.1141
internal_count=4633 4429 4393 4001 57 42 3944 233 191 79 63 3711 3599 3334 3223 55 3168 972 964 554 456 111 44 2196 81 42 112 50 2115 1854
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=23 22 4 0 10 21 0 22 15 20 18 18 17 20 20 17 23 21 22 22 0 5 23 9 16 17 22 22 4 22
split_gain=2.09707e-05 1.91494e-05 6.58291e-05 5.29791e-05 0.00419044 0.00036814 8.19193e-05 4.84114e-05 3.56238e-05 0.000115216 2.94681e-05 9.98972e-05 9.72196e-05 2.84112e-05 4.78992e-05 0.000114713 4.01794e-05 7.95574e-05 3.42767e-05 0.00039126 0.000142503 0.000240935 0.000108237 5.13181e-05 0.000117586 0.000187526 3.44835e-05 0.000108424 3.6458e-05 8.26378e-05
threshold=-0.51222499999999993 0.048475000000000011 143.58239362595003 100.01333091085002 80.538140213850014 1.2847270946000002 101.61296349840002 0.055540000000000013 46.435439118750004 42.720329370750001 13.758874730250001 15.064837217800003 192.92322630085002 43.735142172100005 42.409092016550012 191.56943241645004 0.084805000000000019 7.2436429957500001 -0.053874999999999999 -0.064729999999999996 86.345209775600011 24.310960779100004 0.10646500000000002 198.14098854835004 15.454963859600001 183.32030055335002 -0.085550000000000001 -0.080234999999999987 169.30632827135003 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 -7 -3 13 -10 12 -12 -9 14 18 -16 -17 -18 19 26 21 -20 23 -22 -25 -26 28 -28 -4 -30
right_child=1 7 3 4 -6 6 -8 10 9 -11 11 -13 -14 -15 15 16 17 -19 20 -21 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.012873559543585145 0.018788084443657163 0.0010799319704559711 0.0009377694004237898 -0.026176325240466577 6.16403860372234e-05 -0.095233136270377189 -0.072164595891240413 -0.00035473748135536685 -0.0016591706109234908 0.00046856318274245335 -0.0013349828739078944 0.00010219709879940919 0.0015569509667717222 0.00073681107453528634 -0.0017106629587912365 0.00041247349708954922 -0.0014596481633495102 -8.5616465130330751e-05 -0.0027461540933571278 0.0028034000750591574 0.00019591438325773059 0.00032153403448417349 0.00076952989633332367 -1.1179217195557195e-05 4.9205535134103107e-05 -0.002666514645715031 -0.0015666730616610532 -3.4646941145947491e-05 3.1758085544563088e-05 0.0013318979310525702
leaf_weight=0.0012653897171607245 0.0018578845110032152 0.50524429409882898 0.51490559541905767 0.0012767323640323616 0.50282803729961034 0.0035057917505523228 0.0027444658442808967 0.55297895528802932 0.51256043040640153 0.50546483394161612 0.51947060621190111 7.0138811478024907 0.51264054760304134 0.51238221201665979 0.52082063891300645 1.0098416561080732 0.5064005499097316 2.5102747849920775 0.52169220441164488 0.52359698623899831 2.0128222367132151 0.50274623387618578 1.5123369462016851 2.0026881117955786 0.50016238540410973 0.51719386023938796 0.51645188011463705 4.3773131180793987 13.046256266315082 0.50790874943359554
leaf_count=128 47 76 114 57 952 64 115 115 135 58 165 392 36 555 174 118 56 67 58 70 44 49 26 10 2 100 73 155 583 39
internal_value=3.32822e-07 -4.82201e-08 -3.48629e-05 -3.59023e-05 -0.00104701 -0.0751085 -0.0851038 0.000128615 -2.03284e-05 -0.000602719 7.27189e-05 3.09476e-06 0.000564924 -1.86747e-06 -1.38436e-05 -0.000314141 -0.000133504 -0.000316271 3.66276e-05 0.000106779 -0.000143963 -0.00124068 2.76915e-05 -0.000195225 -0.000455915 -0.00133139 3.2321e-05 -0.000196326 0.000111853 8.04776e-05
internal_weight=42.7515 42.7502 33.646 33.6442 0.510355 0.00752699 0.00625026 9.10422 33.1338 1.01803 8.59897 7.53335 1.06562 32.1158 31.6034 4.54734 4.02652 3.01668 27.0561 19.4864 7.56964 1.02444 6.5452 5.03287 3.02004 1.01736 18.9628 4.89376 14.0691 13.5542
internal_count=4633 4505 3721 3674 1188 236 179 784 2486 193 708 557 151 2293 1738 415 241 123 1323 1034 289 107 182 156 112 102 964 228 736 622
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=23 12 21 3 23 22 23 15 21 0 6 22 20 16 15 22 20 6 23 20 21 20 4 10 7 21 22 4 20 20
split_gain=2.13222e-05 0.000123458 8.43763e-05 0.000104925 5.65787e-05 0.000117724 4.19804e-05 7.00014e-05 0.000212247 0.000179198 0.000262903 6.18802e-05 9.80559e-05 3.80798e-05 3.10227e-05 3.00067e-05 8.64489e-05 2.70953e-05 8.33503e-05 3.9909e-05 0.000123142 3.92762e-05 3.13248e-05 5.46903e-05 3.85537e-05 9.03611e-05 5.79242e-05 4.99355e-05 0.00356892 0.00120132
threshold=0.10487000000000003 165.75658866060004 5.0655779142000013 80.785478361850011 0.11458500000000002 -0.088039999999999993 0.091885000000000022 37.882159664350006 8.449163415300001 85.990333302400003 16.535386346650004 -0.094409999999999994 40.542362378300005 22.634947069650003 46.723315192750007 -0.027754999999999998 41.444941515100005 16.565387047600002 0.088565000000000019 38.751720283100006 2.6195973652500002 36.859113051050009 164.41789168470004 62.046925192600007 23.393539929150005 4.1356549245000007 -0.057599999999999998 275.83115341155002 41.559097512700014 40.165165956550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -4 14 8 11 13 -11 12 -8 -9 17 -6 -17 19 -19 20 21 -1 23 -21 25 -24 -27 -26 29 -29
right_child=1 2 4 -5 15 -7 7 9 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 22 -22 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=0.00034532529785582611 -0.0016154919834723406 -0.00021995267124186267 -7.9113501985114622e-05 0.0018162517270996553 -0.00012780540096213829 -0.0019459068686464788 0.0018486176922394158 0.00063049179375278838 -0.0019534581977535678 0.0032209759083448629 3.483301464504023e-05 -1.8066089069588899e-05 0.0001462772253791536 -0.00012915472270792731 -0.00081165852911484052 0.0013968379649812231 -0.00045431393837113798 0.0013809489720400521 -0.0004321726368661002 -0.00019960994990384407 -0.0018098998058051321 -0.00073273108314933966 -0.0015176459337135429 0.0012692840704602475 2.1818865185964674e-05 -9.8322952770198693e-06 -0.0011344396198794957 -0.0071556856366664342 -5.4787430786031537e-05 0.083772042966617263
leaf_weight=1.0106645894081108 0.53238886997466117 0.50010038384726552 1.0029338153689611 0.51231690505738925 4.5095135843223479 0.50938237801350883 0.51067264403787715 1.0078782560599044 0.51198857076821713 0.52988626586062515 0.50655490970530082 4.5207100110657956 1.0027915729249719 1.9112393197527806 0.50741570922596579 0.50683468572970436 0.50228801831808312 0.51262447771668884 0.50166936713293531 0.50347455508836236 0.51094336774766702 0.50771376223118858 0.51253929792416641 0.51045934386955594 13.043239411675255 4.5182499158996707 0.50965378835116304 0.0018433907568255539 0.51563611293739198 0.0068610104106668277
leaf_count=270 193 48 18 53 90 48 113 27 150 104 9 179 73 58 110 16 29 480 49 18 138 102 130 136 644 384 106 91 619 148
internal_value=2.70855e-07 -0.00014071 -4.3095e-05 0.000810435 -0.000165998 -0.000707892 3.56485e-05 0.000202054 1.36022e-06 0.000534187 0.00166377 0.000167223 0.00072068 0.000133127 -3.81716e-05 -1.7499e-05 0.000475432 -2.12292e-05 0.00048418 -4.43716e-05 -0.000467036 -1.51541e-05 -1.74544e-06 0.000539897 -3.04867e-05 -0.000252768 -0.000123828 6.0284e-05 0.00101712 0.0645157
internal_weight=42.7505 8.57576 8.04337 1.01242 7.03095 1.51232 34.1747 10.5017 6.54616 3.95556 1.03644 6.03417 1.51346 2.91912 23.673 5.51864 1.00912 23.1656 1.01429 22.1513 2.02932 1.51838 20.122 1.01393 19.108 5.54044 5.0279 13.5676 0.524341 0.0087044
internal_count=4633 495 302 101 201 66 4138 713 515 198 113 365 186 85 3425 135 45 3315 529 2786 510 372 2276 154 2122 620 490 1502 858 239
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=8 14 13 10 8 15 5 7 7 18 6 6 6 6 6 6 6 6 0 6 9 0 20 18 22 18 14 7 7 16
split_gain=3.23932e-05 2.87106e-05 4.21538e-05 0.000149183 2.3427e-05 7.00636e-05 5.29961e-05 1.76171e-05 0.000757191 9.54231e-05 0.00171222 0.00326999 0.00249865 0.00427041 0.00240039 0.00141072 0.000519886 0.000394563 0.000650781 5.4693e-05 8.9707e-05 4.26651e-05 0.000249362 6.38605e-05 0.000163774 0.000452485 0.000163001 5.35827e-05 4.84623e-05 2.94977e-05
threshold=8.8430989333000021 144.12207640715005 95.937628385050019 84.92839234085001 8.7431769115000026 16.891056077300004 21.990725385850002 22.721067571950005 22.747724408400003 12.964611930900002 16.565387047600002 16.525386113000007 16.455384477450004 16.375382608200002 15.885371159150003 15.785368822600002 15.635365317800002 16.475384944750001 85.662341410450011 16.415383542800004 192.20980299475005 86.345209775600011 41.741384785950011 13.304953393500002 -0.15022499999999997 13.531614672700002 267.17386634195003 23.109894804950002 23.156313609200001 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 9 -9 -7 11 12 13 14 15 16 -11 -14 -19 -15 -21 22 28 -23 25 -25 -27 -26 -10 -29
right_child=-2 2 4 -5 6 7 -8 8 21 10 -12 -13 17 19 -16 -17 -18 18 -20 20 -22 23 -24 24 27 26 -28 29 -30 -31
leaf_value=-0.014803423983581638 -0.00078307572000416116 -0.039014307510746485 0.025163667530419744 0.0074423569521668096 0.00086693244148916624 2.1576428045880443e-05 -6.9183244818127744e-05 -0.037796424513032334 -0.00053787578174370693 0.013606408249076156 0.00013681823791434109 0.098660168361622183 -0.071667396969034167 0.095863439952430227 -0.10022870715664063 0.099419276311201427 -0.075825598179348058 -0.061530963799362938 0.016303484155951748 0.063732430329946688 0.092070330182507654 0.00065190471188511674 -0.0023501354880153674 -0.070591996238580368 -0.0010254403335103765 -0.022025982915055281 0.025236828422615716 -7.211562134085617e-06 0.00013822378578212246 0.00075973693743091187
leaf_weight=0.0013083335584259661 0.52140798477097305 0.0011970248767053408 0.0011057932952728269 0.0016358917046481979 1.0114184844994718 4.9186070301513949 1.5041442735049768 0.0053092828772766101 1.5176548580350919 0.0016916437245729776 0.50292969255505859 0.0050498672571848138 0.0025550606168280856 0.0029683666352866567 0.0025805573729213993 0.001515672554774028 0.0010556438348885422 0.0021175255366756573 0.0021802500532430713 0.002164808322220324 0.0023081762490164692 1.5159483707429888 0.52786582691758166 0.0012356053521018198 0.511841786493341 0.0014595049772069268 0.0014593371077996076 26.14896408729836 3.5172005558426234 0.51128843979563399
leaf_count=36 204 338 122 874 32 568 37 14 35 176 102 10 10 11 14 14 5 21 20 29 14 35 161 21 35 104 147 1341 45 58
internal_value=3.062e-07 9.97879e-06 1.04378e-05 -0.0121875 1.12561e-05 -7.49159e-06 0.000307196 -8.19256e-06 -3.47534e-05 0.000158846 0.00143489 0.0263641 0.00909238 0.0329058 -0.0241084 0.0219705 -0.0207578 -0.040547 -0.0220458 0.0853395 0.0783555 -2.89006e-05 -0.000282363 2.02396e-05 -1.4996e-05 -0.0198683 0.00160406 -1.19606e-05 -6.55727e-05 7.49692e-06
internal_weight=42.7502 42.2288 42.2275 0.00283292 42.2246 39.7091 2.51556 39.708 34.2602 5.44772 0.529117 0.0261876 0.0211377 0.0142849 0.00684352 0.00426296 0.00274729 0.00685284 0.00429778 0.00744135 0.00447298 34.2549 5.56272 28.6922 27.1762 0.00415445 0.00291884 27.1721 5.03486 26.6603
internal_count=4633 4429 4393 1212 3181 3112 69 2990 1996 994 426 324 314 263 209 195 181 51 41 54 43 1982 241 1741 1706 272 251 1434 80 1399
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=8 19 5 22 21 15 10 15 21 22 17 23 12 5 23 18 0 4 6 4 9 6 3 15 21 23 22 21 23 23
split_gain=2.62296e-05 2.86427e-05 4.93812e-05 5.22037e-05 4.0526e-05 9.14006e-05 5.91483e-05 7.11219e-05 0.000186564 5.07465e-05 0.00010336 2.96542e-05 0.000134457 4.64122e-05 2.69899e-05 4.42254e-05 2.67518e-05 2.27572e-05 5.78631e-05 0.00393271 0.00200073 0.00105067 0.00141175 0.000342004 3.07449e-05 2.24392e-05 4.02238e-05 2.25339e-05 2.68617e-05 2.43924e-05
threshold=8.8430989333000021 14.351157895250003 20.201591378100002 0.063030000000000017 15.191342547400001 46.055224235250002 61.987779113750001 41.195083317300011 14.323584591800001 -0.066979999999999998 196.01244718945003 0.10249000000000003 169.21982098175002 22.744024947450004 0.050735000000000009 14.414681958350002 86.624809421150005 279.56682314525005 16.505385645700006 327.2007166575001 193.70978346765003 14.935348962050002 82.705037467000025 25.716185026400002 8.9448347342500032 0.08326500000000002 -0.080234999999999987 6.7697770556500005 0.10990500000000002 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 6 7 8 -4 25 -11 14 -13 -14 15 -1 -12 24 19 20 -19 22 23 -22 -16 26 -8 29 -29 -27
right_child=-2 2 3 -5 -6 -7 9 -9 -10 10 16 12 13 -15 17 -17 -18 18 -20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00010954839368744318 -0.00070440161783325592 0.0010868513452227124 -0.0023367510728107932 0.0010363094017200171 0.00091534332232764612 -0.0012946734938841776 -0.00099933313781851141 0.00020074424457491958 3.5165927149073222e-06 0.0013502544943655671 -0.00059779476147218871 -0.0017765075371833847 2.3226436822380098e-05 -0.00098988788711243197 3.5513145575294221e-05 -0.0011136264357733013 0.00043404899849591592 -0.060677076823166212 -2.7358115501789642e-05 -5.2953552562425055e-05 0.026279807855424327 0.096986817306549913 -0.068903032630555791 0.096771187904719058 -0.00074733337079854441 0.00017901535284043442 0.00026553819162429819 0.00062609259094947053 2.955803099472857e-05 -0.00045679941673476229
leaf_weight=3.0131631196460749 0.52166210639024413 0.51753273973804326 0.51661759956936615 0.55893168804959792 0.51692907272671185 0.5131464412161798 0.50403418124091104 1.3680259057291548 1.0000231266021726 1.0167307582669338 0.50048709116026635 0.52868232898335143 4.009195499813357 0.50966843094184344 18.067533977974175 0.5134138836707981 0.50457443938626056 0.0012582148341714556 1.0020332422454572 0.50618436131296662 0.001169873970622938 0.0066158272084066994 0.0010299717044972567 0.0016718985935995079 0.51600022672902213 1.5029795338884926 0.50162878870832617 1.5166180057512975 1.5028555186927406 1.0080867200258579
leaf_count=695 204 88 69 37 56 142 28 45 4 30 5 150 196 24 1085 405 35 118 21 622 77 18 70 22 197 24 62 44 14 46
internal_value=3.4881e-07 9.05516e-06 0.000128875 9.08301e-05 4.8461e-05 1.098e-05 6.9532e-05 -0.000322071 -0.000793655 0.000201531 0.000639367 -4.75555e-05 -0.000267576 -9.10395e-05 -5.5755e-07 -0.000255726 -7.97747e-05 4.42044e-05 0.000416229 0.00127443 0.0584781 0.0727733 0.0313986 0.067752 1.37762e-05 6.60982e-05 -0.00036841 0.000145108 0.000329185 -7.62373e-05
internal_weight=42.7485 42.2268 13.5492 13.0317 12.4727 11.9558 11.4427 2.88467 1.51664 8.558 2.02179 28.6776 5.04755 4.51886 23.6301 3.52658 1.00506 20.1035 1.51996 0.51793 0.0117458 0.0104876 0.00387174 0.00284177 18.5835 6.5362 1.00566 5.53054 3.01947 2.51107
internal_count=4633 4429 729 641 604 548 406 118 73 288 70 3700 370 220 3330 1100 40 2230 948 927 305 187 169 99 1282 218 90 128 58 70
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=8 14 13 19 18 5 22 4 17 15 22 5 22 2 2 20 20 23 5 6 23 22 22 19 3 6 20 4 22 9
split_gain=2.1242e-05 2.31889e-05 3.39595e-05 2.27631e-05 0.000173539 4.29789e-05 4.03632e-05 3.97491e-05 5.45155e-05 0.000363558 7.84825e-05 0.000150921 7.90716e-05 3.72907e-05 8.52334e-05 0.000111314 4.74117e-05 3.0008e-05 6.43816e-05 5.10054e-05 1.61797e-05 4.09954e-05 1.99431e-05 3.75384e-05 2.33065e-05 0.000153352 3.99478e-05 8.94036e-05 0.000172301 2.06906e-05
threshold=8.8430989333000021 144.12207640715005 92.146902421150017 14.351157895250003 12.722397935550001 20.201591378100002 0.063030000000000017 175.22798587345002 191.06791329340004 41.29990759910001 -0.057599999999999998 21.556055031700001 -0.078549999999999995 238.63425815445001 171.06275453495002 43.219899330700009 41.444941515100005 0.13445500000000005 12.901187908600003 14.385336111050002 0.050735000000000009 -0.047144999999999999 -0.095074999999999993 13.151061067750001 83.511574906150017 15.785368822600002 40.250747516500006 257.19770387215004 -0.083834999999999993 200.84251237905002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 -7 9 -9 12 -12 13 14 -10 -16 -15 18 -6 -19 21 -20 23 -22 -24 -26 -27 28 -28 -29
right_child=-2 2 3 5 17 6 -8 8 10 -11 11 -13 -14 16 15 -17 -18 19 20 -21 22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=-0.013319316471534609 -0.00063367390935118568 -0.013668558367186601 0.031537880614113264 0.0010102507369421578 0.018090953745642669 -0.00082088274803515042 0.00091240625489173775 0.002847991352899812 0.00013647627672448777 -6.8810785660056829e-05 -0.00011923306139870384 -0.0020286669107208439 0.0013328368661161714 -9.3304234190607594e-05 -0.0019273440456908438 0.00016945638794541861 0.0012778654575388603 0.00013436367749994704 -8.393343201793004e-05 -0.0012886850934009731 0.0009879325140433957 -0.0010492867345117775 4.2515777313528047e-05 8.7963799441134099e-05 -0.0018134687533790568 0.00039673563843139358 0.00029124176850530478 0.00031509581774761619 -0.0023049173622223867 -0.00015344583336924993
leaf_weight=0.0013054645737103901 0.5218907790667221 0.0018152976512969534 0.0017400847523764132 0.51700768395632124 0.0019618884324817945 0.51041691794489175 0.55834599858735678 0.52175105873692418 4.0177063292531683 2.3612314498587921 2.0036367195061788 0.52173209951588706 0.51421559679934592 0.50163415615315876 0.51176661698487158 0.50107791996439133 0.50709788706951997 0.50227941607749815 3.009182544246916 0.50520885146784167 0.51066337644559112 0.51522900882709022 11.528267831019106 5.014970243079194 0.53642541035096147 1.5081595220870188 0.5043601028573903 1.5096098474588222 0.51838133493953698 2.5088017048537949
leaf_count=36 204 969 449 84 425 57 35 46 67 87 18 83 112 10 77 7 37 55 330 24 261 97 306 289 317 38 11 38 33 31
internal_value=4.00847e-07 8.23768e-06 8.64972e-06 9.23775e-06 -4.12307e-05 0.00011606 8.05822e-05 4.3344e-05 8.02209e-05 0.000459061 -4.00793e-05 -0.000513715 0.000142435 4.10778e-05 -7.01947e-05 -0.000890008 0.000595994 -4.31471e-05 -2.3625e-05 -0.00057923 -2.49097e-05 -0.000225057 4.31204e-06 0.000171136 -4.52103e-05 -0.000187938 -5.47978e-05 -0.000189883 -0.00102463 2.25727e-05
internal_weight=42.7479 42.226 42.2247 42.2229 28.6752 13.5476 13.0306 12.4723 11.9618 2.88298 9.07887 2.52537 6.5535 6.03928 5.03055 1.01284 1.00873 28.6735 27.666 1.00749 27.6641 3.52441 24.1396 5.52563 18.614 7.08574 6.54931 5.04115 1.02274 4.01841
internal_count=4633 4429 4393 3424 2704 720 636 601 544 133 411 101 310 198 151 84 47 2255 2176 79 1751 427 1324 550 774 468 151 113 44 69
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=15 7 20 19 8 22 19 18 5 23 23 5 16 7 18 2 2 21 9 8 20 21 17 15 16 15 13 6 5 23
split_gain=2.39338e-05 0.000138988 3.52312e-05 3.03831e-05 2.13257e-05 3.21953e-05 2.27656e-05 6.02627e-05 9.01415e-05 3.70791e-05 0.000124579 0.000339639 9.28693e-05 0.000124776 4.68968e-05 3.7006e-05 3.94787e-05 2.70561e-05 0.000195315 0.00139372 0.000629409 0.000152752 0.000177133 1.85469e-05 3.55474e-05 1.84e-05 2.48437e-05 1.93883e-05 4.62947e-05 8.70035e-05
threshold=46.435439118750004 23.543468673550006 42.206017975500011 14.651182102100002 8.8430989333000021 -0.60414999999999985 14.351157895250003 13.876389391100002 20.608876568850004 0.090465000000000031 0.10249000000000003 21.482549112100006 22.604947139800004 23.156313609200001 13.317304170000002 114.84516036250001 108.01392853780001 14.202008575100001 184.36538191430003 8.0437227585500022 41.772405911750006 10.738578069800001 182.37451917730002 43.376643616500012 22.644947046300004 41.54912092575001 117.55820867010002 16.100376182700003 19.221712148250003 0.11636500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 17 8 -8 12 11 -11 15 -14 -12 16 -10 18 19 20 -7 22 -22 25 -25 26 27 28 -20 -30
right_child=1 2 -4 -5 -6 6 7 -9 9 10 14 -13 13 -15 -16 -17 -18 -19 23 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.017016191403767002 -0.0017351006282188771 -0.00030104612084759074 0.00088016834583154392 0.00077860843529425157 -0.0006324215256276731 -0.065076162932327639 0.0014650786882464764 -0.00093055972161475262 0.0013315398785384879 -0.00056203127924337511 0.00033125017636455675 0.0030676487128780249 -0.0019984995992155933 -8.6131544035515916e-05 -0.00029693194789263299 -7.5791456933710602e-06 7.9916239835205378e-05 -0.00075418763484577851 4.1951650379727142e-06 0.09393117260550278 0.024090552322325716 0.044549919482298882 -0.029907809137413158 -0.0010372518793056169 0.00014919948898703121 0.00058556125174249432 -0.00029192200222752851 0.00018728629018909893 -0.0016017264738662402 0.0002478923836225126
leaf_weight=0.0011101357351098731 0.5099482139203414 0.50450837870671328 0.50551341541895312 0.51421899298986673 0.51803384564310917 0.001462147221180452 0.51827857721582127 0.51383476855076615 0.50729727345605924 0.50696232953487175 2.9137944296671776 0.52453271140439028 0.5174705912875196 1.0015030681656751 2.0070108575127961 2.5088751943167722 0.50078032702458586 0.51408759928663528 17.084961633646476 0.0017446305687371932 0.0013189811465963014 0.0010681521931702395 0.001126172000320419 0.50738868486209188 0.50274186622883832 0.50849450367401416 3.0124521131156135 5.0195503676366675 0.51600594904214137 0.50146287099482834
leaf_count=110 129 34 44 70 156 697 64 134 78 17 40 50 60 35 26 35 7 384 1240 11 354 206 236 45 18 29 34 81 200 9
internal_value=3.76205e-07 -0.00038932 0.000290149 1.47435e-05 5.09566e-06 1.33119e-05 1.37823e-05 0.000129001 0.000176317 0.00011553 0.000284496 0.00128372 -8.41819e-05 -0.00073762 7.50384e-05 0.000198038 0.000709774 -3.53756e-05 -2.20156e-05 0.0170242 -0.00994305 0.0130019 -0.000779646 -2.61581e-05 -0.000446755 -1.02117e-05 -2.18036e-05 1.33888e-05 -3.48305e-05 -0.000690136
internal_weight=42.7475 1.51997 1.01002 41.2276 40.7133 40.1953 40.1942 12.0203 11.5065 10.9882 5.9523 1.0315 5.03593 1.51897 4.92081 3.51695 1.00808 28.1739 27.6598 0.00672008 0.00497545 0.00351331 0.00244515 27.6531 1.01013 26.6429 26.1344 23.122 18.1024 1.01747
internal_count=4633 207 78 4426 4356 4200 4090 546 412 348 133 67 215 95 66 120 85 3544 3160 1504 1493 796 590 1656 63 1593 1564 1530 1449 209
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=0 10 5 15 7 19 7 13 18 2 18 23 10 7 6 13 16 21 5 0 22 18 5 23 3 6 21 17 21 12
split_gain=2.25309e-05 0.000594269 0.000413235 2.07796e-05 0.00011673 3.7974e-05 2.98831e-05 2.01467e-05 0.000342445 0.00156677 7.7103e-05 9.75692e-05 2.5666e-05 0.000512074 0.000950931 9.73321e-05 5.81999e-05 0.000110014 4.47157e-05 0.000119218 0.000344318 2.31519e-05 0.000107809 0.000185893 6.2529e-05 0.000164852 4.59402e-05 3.6675e-05 2.47865e-05 3.41863e-05
threshold=83.479313408550013 61.076391807500009 29.110986871100003 46.435439118750004 23.543468673550006 14.651182102100002 24.068567769550004 117.67112391160002 12.880535946600002 86.916594916350007 13.087929333200002 0.10131500000000003 61.987779113750001 22.343045670750005 15.825369757250002 117.63886241405002 22.644947046300004 7.1419463046500011 24.148799123900002 86.345209775600011 -0.096559999999999993 13.876389391100002 18.946524085150003 0.084805000000000019 86.26455603170001 14.745344522600002 6.9984086918000008 198.26219854015002 1.9176293050000004 199.81321265885003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -6 8 9 -3 -9 -12 15 14 -14 -10 18 -18 19 20 -15 27 24 -24 25 26 28 -21 29 -23
right_child=1 3 -4 4 6 -7 -8 10 12 -11 11 -13 13 16 -16 -17 17 -19 -20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.045512547605306437 -0.077064631217505827 0.038640193655705174 0.022662488060420479 -0.0015931665786578849 0.00080469832872754644 0.00087126487170080123 -0.00028336438296841884 -0.00011713424394264269 -0.0010938289600074134 -0.088889527226270304 0.0019242443937304424 -3.0436673513232837e-05 0.015092673862812891 0.00018207937319380109 -0.09471681674560925 6.5899758820663423e-05 0.0017565202609352297 0.00017321405311217182 0.00090850532488902724 5.9398634369583247e-05 -0.0029787694030862649 -0.001044926264962735 0.00030874237136826468 -0.0023694625622482368 -0.0010999537931630501 0.0017770889603542903 -0.00096030554175041802 0.00068979953253868736 4.7288192251973698e-05 -4.0398782088677168e-05
leaf_weight=0.0016122415295364281 0.0010005776102904864 0.001796510938990247 0.0019822035022780682 0.51017948409741265 0.50669520171353688 0.51294575411560472 0.50298511291155634 1.9095922713549947 1.0160143895741947 0.0020772043276444663 0.51723297243188404 0.50438769132597372 0.0015641480323244908 1.0060429932948052 0.0015905626417348773 2.5150982658969951 0.51367336181749523 3.0128626731415729 0.50459619804849865 10.543649512881837 0.52419855294227247 0.51202256195746576 0.50827866880442718 0.52878568023582884 0.50507618949417832 0.52233946668192821 0.51272145980887351 1.0113859317912091 13.033512990648589 1.0013427635727192
leaf_count=460 38 24 240 122 34 49 40 47 35 22 38 9 245 25 17 38 77 39 41 244 93 324 121 265 78 89 735 29 779 236
internal_value=3.62878e-07 1.02863e-06 -0.00791654 2.83269e-06 -0.000360291 1.62209e-05 0.000262666 5.44727e-06 -1.41481e-05 -0.0297451 0.000258 0.000959192 -1.10992e-05 1.53702e-05 -0.0402718 -0.000267791 1.9082e-05 0.000403838 -2.50951e-05 -4.06894e-05 -0.000900699 5.19847e-06 -6.86077e-05 -0.00105684 -4.90045e-06 3.05948e-05 -2.9982e-05 0.000114576 2.80833e-06 -0.000380264
internal_weight=42.7472 42.7436 0.00359445 42.7426 1.51986 41.2228 1.00968 40.7098 37.7786 0.00387372 2.93121 1.02162 37.7748 34.2436 0.00315471 3.53111 34.2405 3.52654 30.714 30.2094 1.53024 28.6791 17.1241 1.03706 16.087 15.5819 15.0596 11.555 14.5469 1.51337
internal_count=4633 3933 700 3895 196 3699 74 3650 3556 46 94 47 3510 3437 262 73 3175 116 3059 3018 118 2900 2627 386 2241 2163 2074 273 1339 560
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=8 8 5 9 9 17 6 0 7 7 6 6 6 16 21 7 21 20 21 22 10 9 16 20 5 21 21 17 20 9
split_gain=2.3394e-05 3.25342e-05 3.76503e-05 1.99134e-05 0.00227688 6.09389e-05 0.000203101 3.47537e-05 7.62201e-05 9.88862e-05 0.000251894 8.28826e-05 4.43733e-05 8.44824e-05 0.00010214 4.50876e-05 2.39362e-05 2.20826e-05 0.000101844 0.00010481 9.7149e-05 9.52491e-05 3.53418e-05 4.45729e-05 2.54978e-05 2.01707e-05 6.71865e-05 1.83964e-05 4.91677e-05 1.74663e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 189.68479361675003 190.07378137140003 187.81654873955003 16.405383309150004 85.732241321850012 22.721067571950005 23.109894804950002 16.525386113000007 16.375382608200002 16.525386113000007 22.654947022900004 14.323584591800001 23.156313609200001 15.551195696050002 40.300545846000013 3.4893684343500007 0.0027500000000000003 69.999384342500022 203.80256579455002 18.754956142750004 38.396531328800009 18.678742451450002 3.1734339793000008 3.9632429946000003 185.54770736950005 40.099856909850011 204.89606367675003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 27 -7 -6 11 10 -10 -9 13 15 -15 -11 17 18 20 -20 -17 22 23 -22 -21 -19 -27 -1 -29 -28
right_child=-2 2 -4 4 7 6 -8 8 9 12 -12 -13 -14 14 -16 16 -18 25 19 24 21 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=7.4519421255391365e-05 -0.00066537131177100734 0.00082902136418346007 4.012230062736509e-05 -0.079392516113338321 -0.0008221839920656926 -0.00012805518608760802 0.0023050435060293245 -8.0373058058689147e-05 -0.00260013522477507 0.00092635839051717476 9.6092807689946623e-05 0.001727243163850937 -0.00041229185990651206 0.0019144033247113124 -9.3005642615190235e-05 0.0013340375996238917 0.0006536370614103694 0.00062684712268505118 -0.0020625966972751537 0.00018875204883488789 0.0010656312101781174 -0.0014019991181740594 -0.00069056370536890797 1.5795211011362433e-05 -0.00081927086807290998 -0.0011432896786748637 -4.1650592439252071e-05 0.00029848861006232918 -0.0010958948751550615 0.00016418840324738677
leaf_weight=3.8667281710439063 0.52149616733960513 1.011489030328675 1.5051963223465348 0.0036159513987560335 0.55297289842344 1.009736079836453 0.51963546553077478 0.50343077783872903 0.52875713470408214 0.50689917421005759 1.0052612017119029 0.51126748759998009 2.5163072570776412 0.51281930466211523 0.5011915442200916 0.51232586795701518 0.50834644489639913 0.51565416332896319 0.52108011213968453 0.50255365565029098 0.5067396661916338 0.51108087451031003 0.50306376678123799 2.0028006550269035 0.50118784567803232 0.50668518831453724 13.037990388345085 0.50161075376646203 0.50998017978396137 6.0284473020618377
leaf_count=1151 204 34 38 17 121 758 120 17 78 15 17 35 44 63 5 70 59 302 228 46 48 184 42 48 22 168 298 28 97 276
internal_value=3.0258e-07 8.52396e-06 0.000357191 -1.35744e-05 -4.46385e-05 0.000147864 0.00069864 -3.60215e-05 -2.27449e-05 -5.0029e-05 -0.000833264 0.000830415 -1.0238e-05 2.63131e-05 0.000922208 -7.75602e-06 -2.58577e-05 -3.93245e-05 -0.000215681 -0.000911929 4.7364e-05 -0.000139712 7.44322e-05 0.000227784 -0.000314574 9.49334e-06 -6.77086e-06 -2.48063e-05 -0.000404471 2.34318e-05
internal_weight=42.7464 42.2249 2.51669 39.7082 33.3005 6.40769 1.52937 33.2969 32.7439 31.7292 1.53402 1.0147 30.1952 27.6789 1.01401 26.6649 26.158 25.6496 5.56083 1.52482 4.03601 3.52368 3.0126 2.50954 1.00374 20.0888 19.5731 4.87832 1.01159 19.0664
internal_count=4633 4429 72 4357 2203 2154 878 2186 2065 2013 95 52 1918 1874 68 1806 1791 1732 688 296 392 322 138 96 68 1044 742 1276 125 574
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=8 8 5 9 18 9 21 7 15 20 15 18 2 10 13 16 17 23 0 0 4 23 5 15 15 2 18 22 16 18
split_gain=1.894e-05 2.63617e-05 3.05231e-05 2.04608e-05 0.000791827 6.02517e-05 2.76349e-05 0.000165181 4.35189e-05 0.000105584 2.83795e-05 9.94774e-05 6.99881e-05 7.25231e-05 5.4319e-05 7.16276e-05 3.86742e-05 0.000115638 2.35192e-05 2.89199e-05 2.51898e-05 5.07462e-05 2.04742e-05 7.42014e-05 0.000106334 3.28145e-05 0.000101359 2.83287e-05 5.63585e-05 0.000187651
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 186.70853236170004 12.854871756700001 185.62570708695003 15.399605826300002 22.343045670750005 46.055224235250002 43.182896969600009 40.856592954650004 12.899561312100003 156.09660346185004 61.944763783650011 117.60660091645001 22.644947046300004 192.64609805285002 0.10249000000000003 86.345209775600011 86.474255765850003 274.52314445175006 0.11071500000000002 17.352342178450005 28.444110612900001 24.474073043650005 98.91243606750001 13.900697602550002 0.048475000000000011 15.454963859600001 14.390586827150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -6 10 -10 11 -9 -12 -14 15 18 -15 -18 -13 -20 22 -22 27 24 -24 26 -25 28 -21 -30
right_child=-2 2 -4 4 6 -7 -8 8 9 -11 12 14 13 16 -16 -17 17 -19 19 20 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=5.7219436043771005e-05 -0.00059856940603862272 0.00074655140276997474 3.611540442527936e-05 -0.061587742519347538 -0.037772516558080144 0.0012146711592198496 -0.00076032351336999932 -0.01953113685995421 -0.001674768858723804 0.00036428565223517424 0.0012716959551093046 -0.00049685360180302463 0.0012033392139998969 -0.0002989162836303373 -0.00053963965013581591 0.001172374093224942 0.0015560652085618769 -0.00028460833407422867 0.00041864248349484545 -2.7900824731369143e-05 -0.0012315592025734692 -1.1258096075686519e-05 -0.00013973255942257643 5.1656157827627779e-05 0.0019087983615135571 7.9508731284520025e-05 -0.0015744227239340954 3.7524574454007809e-05 -5.634666700324408e-06 -0.0023583268116662871
leaf_weight=3.8764431938924444 0.5217122684867509 1.0109356592251963 1.5051566067888016 0.002089996352885203 0.0011591121892696723 0.50876943902472849 0.51600731299254121 0.0026185460083166792 0.51367593442458204 0.50223242352131336 0.55806357660082895 1.0127190053390318 0.51431209685688362 2.5086051408284504 2.0174648639203943 0.50987860764143889 0.51660884346495084 1.0058407625183461 1.5120906042284357 2.5092727199435831 0.51656140632073366 1.0014031055749599 0.50101458489490258 1.5062093623146204 0.51267491965421641 10.041414536261788 0.51420074034452046 5.0109516005617474 1.0038370589668373 0.51189283757292159
leaf_count=1957 204 34 38 17 19 63 85 5 130 28 32 35 44 40 34 51 81 16 26 326 491 73 8 29 40 272 164 134 36 121
internal_value=2.6732e-07 7.66642e-06 0.00032156 -1.22234e-05 -3.75158e-05 0.000191506 -3.38737e-05 -2.31035e-05 -2.18463e-05 -0.000666726 -2.45643e-06 -4.11139e-05 0.000214821 8.50614e-05 -3.93345e-05 -1.48035e-06 -5.76168e-05 0.000339983 -2.43647e-05 -5.33251e-06 -3.24634e-05 -0.000426525 -5.41091e-06 7.45822e-05 0.000896315 5.52286e-06 -0.000362186 -0.000121165 -0.000318727 -0.000800187
internal_weight=42.7458 42.2241 2.51609 39.708 35.3228 4.38521 35.3207 34.8047 34.8035 1.01591 33.7876 28.6842 5.10343 4.54537 28.6816 26.6641 4.03105 1.52245 26.1542 25.1415 23.6294 1.51796 22.1115 13.0755 1.01369 12.0618 2.02041 9.03595 4.025 1.51573
internal_count=4633 4429 72 4357 2337 2020 2320 2235 2216 158 2058 1845 213 181 1840 1806 137 97 1755 1720 1694 564 1130 513 48 465 193 617 483 157
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=21 15 6 22 18 14 6 23 19 15 19 14 17 23 0 21 19 7 20 6 19 18 23 23 17 22 7 2 12 15
split_gain=1.95238e-05 0.000135632 0.000108746 0.000125123 9.2427e-05 2.38662e-05 0.000235496 0.00193847 0.00186764 0.00324653 0.00201554 0.00123321 0.00144782 0.000469749 0.000387574 0.000294206 0.000383737 0.00023935 2.26917e-05 0.000141501 5.2189e-05 2.46524e-05 5.85659e-05 6.04475e-05 3.30569e-05 3.30994e-05 0.000176924 3.75121e-05 9.23071e-05 0.000118035
threshold=14.731151610350002 46.055224235250002 16.485385178400005 -0.095074999999999993 13.1052958007 300.29716420680006 16.505385645700006 0.25799500000000009 14.251149826300002 38.86986296220001 14.151141757350002 327.64162573700008 204.45912381470004 0.11296500000000002 89.980005167950011 3.4316303497500003 12.651020723000002 25.070284486400002 42.206017975500011 16.455384477450004 14.451165964200003 14.414681958350002 0.077805000000000027 0.098510000000000028 180.67147619190004 0.0041150000000000015 23.109894804950002 82.092636011950006 94.177001085000015 34.761639995350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 18 7 8 10 -10 13 -11 -13 15 -14 17 -17 -7 21 20 -20 24 -23 -24 -1 27 -27 28 -26 -30
right_child=2 -3 4 -5 -6 6 -8 -9 9 11 -12 12 14 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00088985270263008335 0.00018994785157193169 -0.0016269176552177267 0.00020203365110165757 0.0021015613449764793 -0.0014496194438297007 0.061533703412186093 0.00023157903316815893 -0.095133267651165004 -0.053631502385043696 0.089364401123552789 -0.092590166580889047 -0.070487673542807397 0.10001178735568279 0.070597254139468546 0.024367875914708927 0.0093040461278208041 -0.06310167801485686 -0.006284813630993741 8.3533922256880698e-06 -0.0017570611966936378 -0.0010404896080717806 -0.0011446281084186859 2.3831919084039634e-05 -0.0010954079519124287 -9.8579286056595802e-05 -0.00063380650342096984 0.0019320046698383907 -1.801597847310214e-05 0.0022020907606677652 4.623643952946598e-05
leaf_weight=0.50820589737960276 1.0059672028182611 0.51742005279721226 1.0036116768537553 0.51908566797372202 0.51148983422081062 0.0010632171534733894 1.5047480314870589 0.0016336821975181061 0.0029205797174629575 0.0072167284106399165 0.0025904048470692942 0.001224171565944232 0.0012970421184945735 0.0011330132776670157 0.00141767820377936 0.0017776011419837292 0.0012443411523677672 0.0010193035306995508 8.0302811031762626 0.51719133446616972 0.50420153783920874 0.5119154422306228 8.0284229433126928 0.5133957916361237 1.5079415555853821 0.5537536580116178 0.52214678978839402 15.445040678610075 0.51289212784467941 0.50306197091413196
leaf_count=380 221 215 57 131 24 65 110 15 31 26 21 17 15 47 26 384 113 296 793 232 24 193 489 199 41 47 68 295 50 8
internal_value=2.46066e-07 -1.84548e-05 0.000244484 0.000840608 -0.000355555 2.78272e-06 0.000390044 0.0101077 0.0176142 0.0402282 -0.0184441 0.064801 0.0197965 0.0123486 0.0605091 -0.000580585 -0.0205104 0.0283395 -1.29437e-05 -0.000150941 -5.36103e-05 3.07212e-05 -0.000105702 -4.34387e-05 9.38898e-05 7.26498e-05 0.000611411 4.03911e-05 0.000397815 0.00113459
internal_weight=42.7453 39.7052 3.04015 1.52505 1.5151 39.1877 1.52929 0.0245378 0.0229041 0.0140762 0.00882788 0.0111556 0.00393889 0.00623748 0.00271472 0.00510446 0.00302194 0.00208252 37.6585 9.05167 8.53448 28.6068 9.05373 8.54182 19.553 19.0448 1.0759 17.9689 2.5239 1.01595
internal_count=4633 4200 433 352 81 3985 1166 1056 1041 115 926 84 58 905 41 858 497 361 2819 1049 817 1770 881 688 889 509 115 394 99 58
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=3 20 23 12 2 15 17 23 20 6 15 0 20 2 22 20 16 7 22 7 19 9 16 22 19 21 6 15 22 7
split_gain=1.77641e-05 0.000174638 1.59481e-05 0.000115747 6.49115e-05 4.29962e-05 0.00010093 3.45599e-05 0.000134205 7.28859e-05 4.81525e-05 0.000283259 9.36508e-05 0.000140663 4.58526e-05 9.12766e-05 4.50859e-05 4.50854e-05 3.30722e-05 9.50429e-05 2.57904e-05 0.000117996 2.74947e-05 2.27888e-05 3.43978e-05 2.27831e-05 5.68871e-05 3.2423e-05 0.00013403 2.80354e-05
threshold=75.475773554200018 43.477771593600004 0.10487000000000003 165.75658866060004 147.79312796670004 42.076928760450009 192.80507188075003 0.091510000000000022 34.424709467050008 16.565387047600002 38.86986296220001 85.990333302400003 41.184662530950007 82.092636011950006 -0.090369999999999992 40.542362378300005 22.634947069650003 22.093462376800005 -0.013285 25.350214218950004 14.451165964200003 204.89606367675003 22.624947093000003 0.09450500000000002 10.750867412800002 12.842902196200003 16.465384711100004 37.408632939650005 -0.082654999999999992 23.602039070650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 18 -7 8 -2 17 12 16 14 -14 15 -9 -12 -10 -6 -20 25 -22 -23 -16 -25 27 -27 -19 29 -29
right_child=2 -3 3 4 5 6 -8 10 9 -11 11 -13 13 -15 23 -17 -18 20 19 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.039279087391128037 0.03597816817513879 0.013454337995106473 -0.0015500569462689696 0.0010691888491003354 -8.5745691949482331e-05 -0.00172373678636528 3.9424214814988897e-06 0.0017447891392308183 -0.015043937391122794 0.0011365432456425539 0.00064123192497635747 0.0026095599194614991 0.00033065424797758166 -0.002020088716615475 -7.7335090525127776e-05 0.00010275998850089934 -0.00018555788964399534 3.8146213347849747e-07 0.001500553740934272 -0.00043929091705853903 -0.0016683873790507148 -0.00034800467930261645 0.00069689892492827519 -0.00013470228023560756 0.0010332823486387118 0.0011962805305568674 -9.9952071788287223e-05 -0.00034139364541627549 -0.0018206280113110514 0.00022950079372541324
leaf_weight=0.0010682531317501775 0.0010345590844939015 0.0015238778953135038 0.53175209901516041 0.50645557890526038 5.010666634450204 0.5091580160047896 1.0066951999760929 0.51122101917385787 0.0020096057566466588 0.51521514232353638 1.0075083645428264 0.53174125321046961 0.50421938750923734 0.51407005607342127 4.0117930193423641 1.0021606844030087 1.909749051079302 15.566502191564444 0.510818122307797 0.4995955535646317 0.52990378799549986 0.50309167133363153 0.50420418685826007 0.49992875488562283 0.50874157820158317 0.51105919237488961 1.0031265982042183 2.0055141523143338 0.51731820474136458 1.5062405971490118
leaf_count=713 126 359 181 12 111 37 22 99 356 470 25 96 21 162 98 19 57 918 44 22 172 32 23 11 36 165 26 46 122 52
internal_value=2.58936e-07 -0.00827784 7.60975e-07 -0.000121168 -2.67039e-05 -0.000100344 -0.000576366 3.1363e-05 -3.79456e-05 -3.95541e-05 0.000177307 0.000486892 3.59223e-05 -0.000856087 0.000174941 0.000657438 9.99835e-05 -6.63078e-05 1.9498e-05 0.000541404 -6.49787e-05 -0.000460437 0.000175024 2.94952e-05 0.000454392 -3.61817e-05 0.000337545 -6.50602e-05 -0.000317897 -9.65291e-05
internal_weight=42.7441 0.00259213 42.7415 8.57514 8.04339 7.53693 1.51585 34.1664 23.1652 23.1642 11.0011 3.449 7.55213 1.01829 6.53385 1.51338 2.91726 22.649 6.02108 1.01041 22.647 1.5372 1.0073 5.02046 1.00867 21.1098 1.51419 19.5956 4.02907 3.51175
internal_count=4633 1072 3561 429 248 236 59 3132 2508 2382 624 178 446 183 263 118 82 1912 177 66 1556 227 55 145 47 1329 191 1138 220 98
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=8 19 8 7 18 15 3 7 6 6 16 18 22 17 2 23 6 16 17 7 23 16 6 5 19 23 6 0 23 23
split_gain=2.63127e-05 3.71764e-05 4.97905e-05 7.60277e-05 4.87134e-05 0.000271707 0.000369606 7.47329e-05 0.000167402 7.91376e-05 5.42723e-05 7.32392e-05 2.58804e-05 8.4527e-05 2.57797e-05 2.50585e-05 4.12561e-05 1.86297e-05 6.45607e-05 0.000110711 0.000200139 3.48181e-05 2.42824e-05 9.14485e-05 8.1467e-05 0.000125387 5.53714e-05 6.1817e-05 3.02218e-05 2.59213e-05
threshold=8.8430989333000021 14.351157895250003 8.7431769115000026 22.907491544400003 13.304953393500002 40.957632625650007 93.883646373400012 23.131311951800004 16.555386813950005 16.525386113000007 22.654947022900004 13.876389391100002 -0.086800000000000002 195.44378352670003 166.17270395525003 0.13026500000000005 14.385336111050002 22.574947209950004 185.54770736950005 23.276000438150003 0.11148000000000002 22.634947069650003 16.245379570700006 19.221712148250003 14.251149826300002 0.082855000000000026 14.815346158200002 95.988709089550014 0.10487000000000003 -0.083149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 -4 5 6 -3 8 -6 10 11 12 -9 -14 -7 17 -17 22 -19 20 -20 -21 23 26 25 -24 27 -1 29 -29
right_child=-2 2 3 -5 7 14 -8 9 -10 -11 -12 -13 13 -15 -16 16 -18 18 19 21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010971875386190054 -0.000705829374628761 0.0036153091545517487 -5.3321994763737474e-05 0.0016801720930707993 -0.0021178719506231383 2.3537430723374151e-05 -0.00015882872843695853 -3.5675736889830608e-05 0.00044730600811858189 -0.00113959503375784 0.0011451069342511969 -0.0010740418583084737 0.00155148392031908 0.00014051272083189623 -0.00075965769698259843 -8.0467971050628199e-05 -0.0011882650781652945 0.00014650431400831991 -0.0027302303211643574 -0.00047537383693224081 7.5507744826954e-05 0.0002045575504838802 0.00015822409771304265 -0.0013405995043774559 -0.00016248297436342646 0.0020802135920926649 0.0010216896673342789 -0.00066188082587860042 -0.0007468429815217745 6.614080637506183e-05
leaf_weight=0.51997501180032379 0.5213527187230288 0.53082981609986502 0.50210164621100328 0.50997495460615028 0.51363532335636974 2.4077801885730428 0.5076087390133921 3.0056758980816172 0.50407204618386459 0.50836665405974191 0.51070982443070523 0.5115579551960393 0.51075143016715019 2.5165462442694206 0.50915173022439209 1.0013116399775608 0.50608901006577856 3.5082573847214027 0.51395354184751674 1.5073823394235293 0.5031060248529684 1.5051698406496141 1.0025039719525182 0.51857639839217284 2.0053843455025486 0.51318623562935028 0.5221072398264831 0.50740314507532325 0.50594611953145729 13.533372812686345
leaf_count=389 204 96 8 36 53 53 46 42 14 30 43 123 74 36 75 84 31 49 51 43 7 44 444 509 26 93 128 322 121 1359
internal_value=2.46926e-07 8.96538e-06 0.000145472 0.000820168 9.10044e-05 0.000381351 0.00177044 -4.28243e-05 -0.000847335 6.54252e-05 0.000152253 7.47746e-05 0.000172187 0.000378565 -0.00011317 -5.55361e-05 -0.000452396 -3.35152e-05 -0.000167146 -0.000440216 -0.00134232 -0.000135658 1.78027e-05 -3.42002e-05 0.000255694 0.000808976 9.25837e-06 -2.58255e-05 1.24705e-05 3.98317e-05
internal_weight=42.7438 42.2225 13.5488 1.01208 12.5367 3.95537 1.03844 8.58132 1.01771 7.56361 7.05524 6.54453 6.03297 3.0273 2.91693 28.6737 1.5074 27.1663 7.53787 4.02961 1.01706 3.01255 19.6285 16.1074 3.52107 1.51569 15.5888 15.0667 14.5467 14.0408
internal_count=4633 4429 729 44 685 270 142 415 67 348 318 275 152 110 128 3700 115 3585 194 145 58 87 3391 2828 563 537 2319 2191 1802 1681
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=15 7 20 19 18 7 22 5 21 17 5 21 9 23 22 22 9 16 5 6 20 20 6 21 9 21 6 19 0 0
split_gain=2.83043e-05 0.000155492 3.05657e-05 2.64299e-05 0.000250605 0.00104104 6.85829e-05 5.0661e-05 4.92206e-05 7.85812e-05 0.000215038 6.70159e-05 0.00010141 5.27166e-05 4.06061e-05 3.59617e-05 3.49432e-05 4.32889e-05 3.02127e-05 0.000109904 7.34027e-05 0.000256113 5.39271e-05 4.45552e-05 7.28944e-05 4.29643e-05 9.82577e-05 2.9954e-05 0.00402854 0.000395807
threshold=46.435439118750004 23.543468673550006 42.206017975500011 14.351157895250003 12.722397935550001 22.093462376800005 -0.59915999999999991 20.201591378100002 4.6633733285000014 191.06791329340004 22.458857822500004 3.3069203559500004 189.34276022045003 0.087795000000000026 -0.066979999999999998 -0.095074999999999993 204.89606367675003 22.564947233300003 18.946524085150003 15.785368822600002 41.489621506400006 42.844429421150004 14.745344522600002 5.514213733400001 190.07378137140003 2.3889051598000006 11.805275828400001 13.151061067750001 97.139369169350019 95.217121606100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6 -5 11 10 -10 13 -13 -9 -15 27 -11 -18 22 -20 23 -22 25 24 -21 26 -17 28 29 -8
right_child=1 2 -4 7 6 -7 15 8 9 16 -12 12 -14 14 -16 18 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017872048795380242 -0.0018481708092159791 -0.00025575124657932762 0.0008444711788344059 0.0011039350897890929 -0.023155739648761744 0.099677086616633034 0.034533431080068643 0.00095939942937316126 0.0024860970682365176 -7.1182989685785524e-05 0.00021226584457965976 9.552586453777361e-05 -0.001903229492650615 -0.00065629394462264623 0.00043922679433579893 1.4928488895280721e-05 -8.9427837172287964e-05 0.0012190270745690438 -0.0016810935052416723 -0.00021138133300035905 -0.0025768561876827883 -2.5348859130917617e-06 0.00097563541564452908 -0.00010703803600380617 0.0014830461030554513 2.8977641704661373e-06 -0.0016884211143973077 9.9442981753156744e-05 -0.00022341135679021415 0.084766478381754759
leaf_weight=0.001926160221516037 0.5093573711153877 0.50464009251361452 0.50538693279911939 0.51933603476473322 0.0012834785768650594 0.0012374146334774849 0.0021425398838179621 0.50880778094432266 0.52464569221865387 5.5397125823139959 2.006729737808655 0.50077652858089983 0.51478068053862103 0.86329010088531521 0.55639947693023839 1.001181452920713 0.50322757400311935 0.50818784389548455 0.51376773043271118 0.50235541347740464 0.51964407098799581 1.5078809824432324 0.52370638566299099 3.5119218450082643 0.51332915842078819 12.535358199902582 0.5117636782155931 6.5208536050171713 0.50414150776663358 0.0058552773447669848
leaf_count=493 129 34 44 95 119 6 259 119 84 130 41 7 47 82 42 268 24 23 253 20 57 44 104 38 34 729 98 432 738 40
internal_value=2.40176e-07 -0.00042363 0.000294767 1.58626e-05 -3.70971e-05 0.0281066 -4.02021e-05 0.000136922 9.51639e-05 0.000210343 0.000683534 -0.000260167 -0.000917633 8.60584e-05 -0.000226942 -3.91674e-05 2.75004e-05 0.000568008 -0.00010301 -0.000272655 -0.000162266 -0.00066232 -2.07147e-05 6.16646e-05 0.000644986 -5.78577e-05 -0.000561241 0.000157279 0.000893682 0.0713095
internal_weight=42.7436 1.51938 1.01003 41.2242 28.6783 0.00316357 28.6752 12.5459 12.0266 9.0825 2.53138 2.94405 1.01556 1.9285 1.41969 28.6739 6.55113 1.01142 21.6409 7.0689 6.55513 2.02753 14.572 4.52761 1.01568 14.0483 1.51295 7.03299 0.512139 0.00799782
internal_count=4633 207 78 4426 3732 499 3233 694 599 302 125 297 54 243 124 3114 177 47 1645 446 193 101 1199 92 54 1095 366 1469 1037 299
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=15 7 7 8 18 14 19 20 3 17 3 10 18 6 18 17 22 16 9 15 22 22 13 22 5 17 22 20 5 15
split_gain=2.29242e-05 0.00012578 3.28605e-05 2.31442e-05 4.4407e-05 9.02902e-05 3.74661e-05 4.91942e-05 0.000135293 9.29484e-05 0.000176516 6.68595e-05 0.000137566 4.98724e-05 4.33911e-05 5.15869e-05 0.000137202 7.43245e-05 5.24882e-05 2.77401e-05 7.65826e-05 2.5219e-05 2.35226e-05 2.12335e-05 8.85205e-05 0.000302319 5.71232e-05 1.70909e-05 2.27789e-05 9.54074e-05
threshold=46.435439118750004 23.543468673550006 24.068567769550004 8.8430989333000021 12.420159544750002 144.12207640715005 14.351157895250003 40.00488309970001 94.472418703950012 191.06791329340004 93.571785230250015 61.987779113750001 13.565012728250002 16.405383309150004 13.24088655595 195.18216166535004 -0.086800000000000002 22.544947280100004 204.89606367675003 43.376643616500012 -0.064729999999999996 -0.031989999999999998 117.69263157665002 -0.084259999999999988 20.872540794500004 185.31329674715002 -0.088274999999999992 38.238138001450004 16.810410538500005 31.264641197600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 19 8 -8 10 -9 12 -11 -12 -13 16 -16 -17 21 23 -21 -19 -14 26 -25 -26 27 -7 -29 -30
right_child=1 2 -4 -5 5 6 7 9 -10 11 13 14 22 -15 15 17 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.017711178890226033 -0.0016613201985571241 0.00083352390912925026 -0.00030737274975035055 -0.0006479814569395583 -0.028726517635279399 -0.00052425622756922948 0.0019174916445089344 0.0022789485739035257 -7.3256948633692044e-05 -0.0019948725203857839 -0.00065655275547494109 -0.0008259107130555931 -0.00046648326386186553 0.00049253165318156769 0.00013542961237290101 -0.0012398892661134337 0.0019302797693712362 -0.00050779735259512231 0.00099410556155003229 -0.0014238475149159953 0.00031492658165980684 0.00013822749892011281 0.00050038624835101241 -1.7769438620204714e-05 0.00020326431142173859 -0.0027555336215457069 0.0011283789347963638 -0.00027893263876122807 0.0014607318528962647 4.5797363608695421e-05
leaf_weight=0.001419258614901219 0.50995072824425847 0.50692822340585031 0.50290080756492372 0.52092508892039902 0.0010924249291467394 0.50644278107481611 0.56760181461504433 0.51578069079550859 0.85656472943446715 0.51349136616408753 0.50316240204301754 0.50392795254083456 0.50366384458493463 1.5148817332127462 2.5041466496764433 0.50932180475348365 0.51317592920258892 1.0097453477328602 0.50705819283461995 0.5067833509959172 0.50643718163576312 1.5047847744237972 0.50282813482817801 16.076337728486521 1.004880501605246 0.52613933642280741 0.50955778150900677 1.5084142445640587 0.51418771840811661 6.5106159327542441
leaf_count=340 129 36 42 186 19 432 74 32 12 36 26 9 21 57 22 49 96 38 63 47 23 23 19 1167 70 120 94 792 376 183
internal_value=2.83838e-07 -0.000381129 0.000265351 1.43454e-05 2.28221e-05 2.22053e-05 2.29769e-05 0.000166836 0.000720156 9.58811e-05 0.000627988 -6.14035e-05 -0.000662963 0.000206028 6.82532e-05 0.000137065 0.000440692 -0.000122398 6.59673e-05 -4.10126e-05 -0.000554757 -0.000121193 1.65501e-05 -2.18446e-05 -8.6964e-05 -0.000813535 9.8226e-05 4.01572e-05 7.36549e-05 0.000149365
internal_weight=42.7431 1.51978 1.00983 41.2234 40.7024 40.701 40.6999 12.5301 1.42417 11.106 2.53382 8.57214 1.51998 2.01804 7.05216 6.54823 3.01732 3.53091 3.02159 28.1698 1.01322 2.51453 1.00649 27.1566 17.6074 1.53102 9.54922 9.03966 8.53322 7.0248
internal_count=4633 207 78 4426 4240 3900 3881 577 86 491 115 376 76 83 300 291 118 173 124 3304 70 61 40 3234 1357 190 1877 1783 1351 559
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=15 7 20 8 8 19 7 21 6 18 22 21 16 21 6 10 13 15 8 19 17 9 3 0 7 23 22 10 20 5
split_gain=1.85613e-05 0.000101759 3.07276e-05 1.87398e-05 3.87653e-05 4.33823e-05 7.86216e-05 2.92273e-05 0.000143512 0.000104855 7.49572e-05 0.000671897 0.000295215 0.000336856 0.000303084 2.81934e-05 9.07407e-05 5.79845e-05 0.000110049 5.60687e-05 0.000107736 0.00018521 4.92969e-05 5.60433e-05 0.000131436 4.79494e-05 0.000151254 4.02294e-05 3.88975e-05 5.51404e-05
threshold=46.435439118750004 23.543468673550006 42.206017975500011 8.8430989333000021 8.7431769115000026 14.151141757350002 22.907491544400003 14.849677877150002 16.485385178400005 12.420159544750002 -0.15580499999999997 9.2861839891000013 22.584947186600004 5.8464528668500009 13.775321858200002 61.987779113750001 117.63886241405002 41.29990759910001 8.543332867800002 14.351157895250003 191.06791329340004 183.62474066035003 90.730084986350008 86.866770652900016 23.989000783400005 0.083395000000000011 -0.117885 62.020040611300011 42.283941020600004 21.252944829650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -6 -7 9 -9 -1 11 12 13 14 -11 16 -12 25 -19 27 21 -21 -22 28 -25 -18 -27 -17 -24 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 10 15 -13 -14 -15 -16 19 17 18 -20 20 22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.028681522725720856 -0.0014935286241871404 -0.00031320341407006314 0.00079013395139854821 -0.00058293385835373379 5.956862655605353e-05 2.0932674284899084e-05 0.0017821996983934452 0.00064695975356860575 -0.0017196928981202783 0.025294801265632817 -0.001468289689310948 -0.08088378363373265 -0.039805061856067525 0.060284455024915154 -0.043166684390488465 -0.00091425383889627825 2.9340719365799842e-05 0.0011649410800718904 -0.00024087399155964638 -0.00013549581270948119 -0.00080991764029255406 0.0025611776304064944 0.00020809948367483478 0.0020191194591661021 -0.00025575317479948641 0.00028745711643945744 -0.002155459747761219 -1.2388610948097428e-05 0.00026406034219474036 -0.0012159855866634268
leaf_weight=0.0012754766661150488 0.51048432997016391 0.5044484837574037 0.50520365292679514 0.52113555493628538 1.5016445503949845 0.50423918812180091 0.5095875946990418 0.51465504872168089 0.51025754253833722 0.0015944998864277906 0.51461634495435404 0.0011258057530716126 0.0011626838812048845 0.0012558666026171589 0.0010878182072332349 0.50518109525758248 1.0008986941938931 0.86957180900844844 1.5483404058322776 0.50138412594242054 0.51271498052824416 0.51762715538700377 4.5161226051350241 0.51212347410546477 0.50386729036949873 0.50181989289922047 0.51207598495223283 23.630330849076916 0.50122143285989273 0.50568289164078806
leaf_count=307 129 34 44 186 16 13 33 322 59 353 58 197 20 118 275 26 12 42 16 17 78 46 69 24 39 10 42 1963 58 27
internal_value=2.71939e-07 -0.00034289 0.000238878 1.29265e-05 2.05558e-05 0.000400797 0.000906212 -4.49229e-06 -0.000531289 1.00369e-05 9.05279e-06 -0.0109618 0.00447053 0.0175422 -0.00246986 1.08914e-05 -0.000211367 -6.54443e-05 0.00026471 4.50334e-05 0.000273205 0.00123433 0.000134317 0.000208353 0.000890926 -0.000461655 -0.000946357 -3.12656e-05 8.27902e-05 -0.000479242
internal_weight=42.7427 1.52014 1.00965 41.2226 40.7015 2.51547 1.01383 38.186 1.02491 37.1611 37.1598 0.00622667 0.00510087 0.00393818 0.00268232 37.1536 4.94732 4.43271 2.41791 32.2063 8.07074 1.01901 7.05173 6.53902 1.01599 2.01479 1.0139 24.1355 5.52303 1.0069
internal_count=4633 207 78 4426 4240 62 46 4178 381 3797 3490 963 766 746 628 2527 180 122 58 2347 358 63 295 217 63 64 52 1989 154 85
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=5 23 5 22 16 2 2 23 18 7 22 7 2 4 23 19 19 6 6 2 13 7 20 5 18 20 23 3 13 16
split_gain=2.17352e-05 9.67209e-05 4.86259e-05 0.000113502 5.16757e-05 4.14356e-05 7.08794e-05 3.74702e-05 2.60014e-05 0.00013775 0.000109054 0.000450247 9.7952e-05 0.000113984 7.89509e-05 0.000156802 0.000334234 6.1722e-05 4.66048e-05 3.19238e-05 7.57113e-05 2.4078e-05 4.55596e-05 3.32084e-05 3.55826e-05 3.13981e-05 0.000204406 2.06406e-05 1.92333e-05 1.84358e-05
threshold=23.714185006400005 0.11071500000000002 23.195398057700004 -0.094409999999999994 22.684946952700002 247.02271001585004 200.24623605120004 0.093185000000000032 13.344136431100003 23.209106085000005 -0.15022499999999997 24.277136467000002 155.18475231920004 297.66457818680004 0.091705000000000023 14.351157895250003 14.551174033150001 16.455384477450004 16.355382140900002 78.110129541750013 117.62810858150002 23.445318439400001 42.371983470600007 22.327062271350005 13.480563334700001 42.620627117000005 0.084565000000000015 93.716961969300016 107.92277473060001 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -4 8 6 27 -7 14 -10 11 -11 -13 -14 18 17 -17 -16 -1 20 -20 22 -12 24 -23 -26 28 -2 -27 -21
right_child=1 -3 3 -5 -6 7 -8 -9 9 10 21 12 13 -15 15 16 -18 -19 19 29 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00098871155509575753 0.00050466127788138121 -0.0015046417701875747 -0.00036372167079544199 0.0017482012046116033 -0.00094968529750600543 3.6822909699213576e-05 -0.0013638677349769935 0.0010309810216942012 -0.0016436866426176443 -0.053315428665332169 0.0011499265467405362 -0.014195444113624551 0.043902849788737569 -0.002953335772384858 0.00058971961633603716 0.0033410325044681815 -0.00026980391396859828 -0.00031403775276718049 0.0013812043071620319 8.0265706555333871e-05 -0.00035002978640931404 0.00083343777971091576 -0.00019128800320011372 -0.00081299684632914486 2.4142712860408127e-05 -7.2405458053227315e-05 -0.00212349090857756 -0.00024428610368960657 0.00064030933944059709 -0.00032616439789918625
leaf_weight=0.50686934102031145 0.50459605158132825 0.50773974747129091 0.50163584523400928 0.5164876695735241 0.55600741679063403 1.5047519455659908 0.51800388903698413 0.50680704316318159 0.51903703125190404 0.0018987858014345386 0.50898458019803594 0.001274535684636275 0.0010629698168701967 0.0010148343742913933 1.5094995795599599 0.5221158635586105 0.50362201680036378 1.5132112496939953 0.50856885015673448 2.5100547170741265 0.50191187914424518 0.50397315090231742 0.50411866192525245 0.5105441955886495 21.103989750255273 1.5036518689755456 0.51639951173932219 1.3590929227585618 0.5060711407461439 2.0096321437049482
leaf_count=149 30 47 39 74 68 167 157 24 365 105 37 171 107 363 35 44 14 32 47 43 13 8 77 54 1247 211 271 515 83 36
internal_value=2.52439e-07 -0.000197898 2.59155e-05 0.000707644 7.06658e-06 -4.68738e-05 -0.000329113 0.000287298 2.17343e-05 -3.08174e-05 1.8031e-06 -0.0144078 0.00762979 0.0210175 0.000158159 0.000499822 0.00156817 0.000137286 -7.09609e-05 1.31559e-05 0.00052129 4.75217e-06 0.00048254 -1.4889e-05 1.99459e-06 -1.57381e-05 -0.000348914 -4.15077e-05 0.000107064 -0.000100449
internal_weight=42.7426 4.90099 37.8416 1.01812 36.8235 4.39325 2.38169 2.01156 36.2675 26.182 25.663 0.00525113 0.00335234 0.0020778 10.0855 4.04845 1.02574 3.02271 6.03704 5.53017 1.01048 25.6577 1.0131 24.6446 24.1341 23.6301 2.52612 1.86369 2.00972 4.51969
internal_count=4633 940 3693 113 3580 893 702 191 3512 3099 2734 746 641 470 413 125 58 67 288 139 60 1988 114 1874 1820 1812 565 545 294 79
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=15 21 20 3 19 16 5 6 8 20 13 12 16 3 22 5 20 6 4 3 18 23 15 17 23 5 23 15 9 0
split_gain=1.87237e-05 0.000113998 1.9968e-05 8.74137e-05 4.26588e-05 3.51267e-05 0.00018351 0.00434066 0.00202279 0.00305937 0.00145954 0.000743099 0.000294476 0.000694615 0.000228794 9.03931e-05 0.000120485 8.93766e-05 5.22013e-05 4.89618e-05 6.73278e-05 3.76668e-05 6.03274e-05 3.44168e-05 3.16498e-05 0.000101815 8.69449e-05 0.000123317 0.000263422 6.77956e-05
threshold=46.435439118750004 15.294585115650001 42.206017975500011 93.499196860750018 14.451165964200003 21.754949127450004 18.946524085150003 15.785368822600002 8.1436447804000007 37.500638522700008 113.98793627290001 131.68113967665002 19.224955043700003 85.726864405600011 -0.011849999999999999 20.201591378100002 41.685324604100011 14.745344522600002 221.08435673695001 92.316275283350009 13.956123578150001 0.10249000000000003 36.080675573650005 188.27285108100003 0.091885000000000022 21.191508333600002 0.10249000000000003 37.882159664350006 201.16241229375001 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 23 6 17 8 9 14 11 -10 13 -13 -8 16 -7 21 -11 20 -17 -1 -23 -4 25 -21 27 -26 -29 -28
right_child=1 -3 3 -5 -6 15 7 -9 10 18 -12 12 -14 -15 -16 19 -18 -19 -20 24 -22 22 -24 -25 26 -27 29 28 -30 -31
leaf_value=-7.5843335027970105e-07 -0.0015530916887948761 0.00027604993418644646 -0.00078754971245670021 -0.0013759757280120046 -0.00093030626215248136 0.0021346887957117825 0.04320374132886419 -8.1427814469084222e-05 -0.018250703057300529 -0.10002837493513904 0.0054319545565482434 -0.10005272362742218 -0.094884769509958944 0.0043014227371509757 0.10002552862825553 0.0015729911389864963 -4.8439809303517338e-05 0.0012721717403496484 -0.068040306660369684 -0.001043707533617692 -5.881786587622327e-05 -0.0014100004931424936 0.0001371631567898358 6.2083269193014391e-05 0.00018222464253565422 3.4846336619110514e-05 -0.00023694976331694716 0.0030615242242297324 -0.00014140042273989403 0.00052825272469774994
leaf_weight=10.034797236564893 0.51563678769621546 1.0044382147089832 0.50681701622245512 0.51879184219932817 0.50936373862003925 0.51106917636207316 0.0012408514036502116 0.51863928433517137 0.0018638710280356472 0.0010334458632144106 0.0025652957374404642 0.0015401237770475982 0.0089841533093704129 0.001088796797375835 0.0016520975952207242 0.50777817511243728 0.50023668240987718 0.52826971223152064 0.0010075194025302991 1.0108108837439456 0.50362243991685318 0.50769510433593079 0.50045282393693924 8.0415552168288205 2.5091273805006709 6.5256978137235251 4.9256153081571483 0.52099756561619848 0.50632571946994176 1.5136470400561846
leaf_count=1032 187 20 565 475 44 49 58 389 7 17 9 61 38 7 7 32 10 130 64 33 44 198 2 815 43 134 82 39 16 26
internal_value=2.39099e-07 -0.000344428 1.29487e-05 -0.00011357 -4.12644e-05 5.12354e-05 -8.2572e-05 -0.00188514 -0.0464821 0.00951284 -0.0637038 -0.0768636 -0.0862708 -0.0568333 0.0756534 0.00013419 0.00105482 1.48925e-06 -0.0842375 8.39283e-05 0.000760439 -5.92973e-05 -0.000641976 1.17101e-05 4.48571e-05 -0.000109811 0.000161707 0.000560075 0.00148293 -5.70772e-05
internal_weight=42.7424 1.52008 41.2223 9.57653 9.05774 31.6458 12.1108 0.539615 0.0209762 0.00493391 0.0160422 0.0134769 0.0116131 0.00262892 0.00289295 19.5349 1.01131 11.5712 0.00204097 18.5236 1.0114 11.0429 1.00815 8.54837 17.5122 7.53651 9.97571 3.53645 1.02732 6.43926
internal_count=4633 207 4426 1899 1424 2527 2019 657 268 146 122 113 106 68 65 508 59 1362 81 449 76 1232 200 1380 373 167 206 98 55 108
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=5 23 17 18 5 22 16 18 18 0 23 23 22 23 19 21 4 21 22 15 6 13 6 17 23 23 19 8 23 20
split_gain=1.95695e-05 7.37479e-05 5.5156e-05 7.94121e-05 3.84749e-05 9.15621e-05 3.96859e-05 3.42917e-05 2.66066e-05 7.58143e-05 5.49248e-05 0.000227869 6.78887e-05 4.79687e-05 9.98082e-05 0.000457215 6.89798e-05 6.52809e-05 4.61706e-05 2.45355e-05 2.08447e-05 3.51004e-05 2.4269e-05 2.00916e-05 1.97546e-05 1.76065e-05 6.23381e-05 2.57159e-05 7.00221e-05 4.72313e-05
threshold=23.714185006400005 0.11071500000000002 199.05253715360001 13.360173059150002 23.195398057700004 -0.094409999999999994 22.684946952700002 13.278511569200001 13.480563334700001 86.420486603250012 -0.25587999999999994 -0.249005 -0.59915999999999991 0.090465000000000031 14.351157895250003 12.717166023350002 162.32075757215003 4.1758245803000014 -0.053874999999999999 39.324897478350003 16.495385412050002 117.63886241405002 16.405383309150004 187.96055726210002 -0.091114999999999988 0.13026500000000005 14.351157895250003 8.4434108459500017 0.097645000000000023 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 6 -6 8 23 13 -10 -11 -12 -13 16 18 -16 -1 -18 -15 24 21 22 -19 -2 -14 27 -27 -26 29 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 11 12 19 14 15 -17 17 20 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0010560718148763788 -6.4485485290428804e-05 -0.0013282423708409954 0.00092109044682203299 -0.0013439689265502062 -0.00033077461675109013 0.0015665405825427054 -0.00083032950172000082 0.00048115413197972383 -0.0012476442184383473 -0.021172497367231508 0.045316555165199043 -0.024444490853961175 -0.00061457807729321595 0.00027520644018301743 0.0034164773877256582 -0.00021531930056156945 -0.0012369072962409538 -0.00070231705978985714 -0.0004923331472880797 -0.00069731275420751259 -0.0004575483193275014 0.0008301056752283147 4.6935075585145541e-05 -0.00077670295359394393 5.1087388788457233e-05 -2.5480982674456404e-05 0.001257721064117861 3.1254816772589581e-05 -0.0013186581610181878 -0.00099249087561680775
leaf_weight=0.50913681329339144 1.8609733914186817 0.50829867578320875 0.51063628607700495 0.51265311672807357 0.5017436803591977 0.51586372246493428 0.55652818988335084 1.0053962542046528 0.50892283194346077 0.0012268138202803361 0.0011089285702386978 0.0011374987032323194 0.50938994462097298 3.5157296199753314 0.52918603544549103 1.0048725270298744 0.51115886292440471 0.50501238769092394 1.0085522515343357 0.51392060502779102 1.0066826980846597 0.50585608262190351 3.0030051573157834 0.50318225507179892 15.58446648603327 1.5031165130526916 0.5060395785512809 4.0181170681352532 0.51083601980683813 0.50758548885482913
leaf_count=77 611 47 70 116 39 74 68 28 34 142 38 92 245 73 60 26 46 125 24 103 21 11 30 68 2006 95 11 123 50 80
internal_value=1.2623e-07 -0.000187889 -5.59378e-05 -0.000184449 2.4479e-05 0.000631046 7.71579e-06 -8.03619e-06 2.05765e-05 -4.00311e-05 -1.40522e-05 -1.29549e-05 -1.50799e-05 0.000141629 0.000340455 0.0010375 -5.77726e-05 -0.00016029 0.000104107 -1.39051e-05 -5.06766e-05 5.13672e-05 -6.09269e-05 -0.000216072 1.2731e-06 1.51355e-05 0.000297715 -1.23969e-05 -0.000208835 -8.35646e-05
internal_weight=42.7403 4.90114 4.39284 3.88221 37.8392 1.01761 36.8216 3.36955 36.2651 24.1659 23.6569 23.6557 23.6546 12.0992 6.05834 1.53406 6.04085 5.53172 4.52428 23.6535 5.02056 4.01387 3.50802 2.36416 23.1396 22.6302 2.00916 20.621 5.03654 4.5257
internal_count=4633 940 893 823 3693 113 3580 707 3512 3019 2985 2843 2805 493 183 86 310 233 97 2713 187 166 155 679 2610 2365 106 2259 253 203
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=8 8 5 9 17 7 4 23 19 22 9 6 16 6 16 7 22 7 7 18 0 6 13 10 8 23 9 9 14 21
split_gain=1.99742e-05 2.03362e-05 4.5296e-05 1.47009e-05 7.46711e-05 3.49869e-05 0.00018158 0.000321407 9.25402e-05 0.000131686 0.000129736 3.74696e-05 7.92926e-05 0.000105542 5.89e-05 3.8246e-05 2.27447e-05 6.19847e-05 2.43754e-05 2.0356e-05 0.000136144 5.13045e-05 7.56549e-05 4.40814e-05 5.52758e-05 4.03623e-05 2.60248e-05 4.99187e-05 3.25151e-05 2.16439e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 188.90361612170003 190.37043331840002 23.109894804950002 203.05109110260003 0.10876000000000002 14.551174033150001 -0.053874999999999999 189.34276022045003 16.525386113000007 22.654947022900004 14.745344522600002 22.544947280100004 23.156313609200001 -0.011849999999999999 22.773029501100002 22.502236473750006 13.988302431200003 93.308316333500017 14.745344522600002 108.06526301150002 62.678712853250012 8.2435668022500028 0.098085000000000019 199.17419511990002 192.57902085675002 170.02574192850003 15.109659503850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 16 6 8 -8 9 10 -5 12 15 -14 -13 -7 17 18 -1 23 -21 22 25 29 -25 26 27 -22 -28 -17
right_child=-2 2 -4 5 -6 11 7 -9 -10 -11 -12 14 13 -15 -16 19 -18 -19 -20 20 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00017387225933112999 -0.00061503536557234485 0.0008010047763643501 -6.4486442300723233e-05 0.00017155048830476497 0.0012903015120877049 0.0008639372141317083 -0.003178815382348146 -0.00012420154263891676 -0.00094386352058933507 -0.00029470365674573971 0.0024295065178687562 0.00022838494739051466 -0.00012912934831066467 0.0019103991904852607 -0.00075957250329200825 -1.8678895776383496e-05 0.00044699451792401231 -0.0011203993566895668 0.00036638337021739647 -0.0016749821014190249 -2.3396065078845417e-05 0.00093601118645933066 -0.0012660110358722755 -3.2608983866501457e-05 0.001447623214986883 -0.00089341944860800481 0.00050957949322074291 -0.0011727775856616753 3.4236938828648359e-06 0.00046647181931103328
leaf_weight=1.8675104329279015 0.52138517550800045 1.0112350693837009 1.5041159321479254 0.50056640803813979 0.51384725511120155 0.50724060768517176 0.52401962893493514 1.0052881871500003 0.55095751084627398 1.0037527392360106 0.51758126995952125 1.0030069507629371 0.50069691165140173 0.51438942458617021 1.5148143943974188 10.537919470314181 1.0052350136633661 0.50469920844010197 1.5106859463643667 0.52596123312593945 1.5007893034172819 0.52335770052170438 0.51120763608942965 0.50093096933414816 0.50822416004056947 0.51123405338786376 1.5077893156976667 0.50501391441019094 8.0192921386617524 1.0074799137073558
leaf_count=764 204 34 38 2 691 17 110 22 25 18 53 16 13 64 40 211 342 271 52 190 98 145 257 12 38 230 48 57 561 10
internal_value=1.28207e-07 7.72522e-06 0.000283463 -9.74371e-06 0.00014359 -3.38915e-05 -0.000307915 -0.00117087 0.000205025 0.000518092 0.0013194 3.33087e-06 3.69246e-05 0.000904391 -0.000366007 3.9036e-06 2.3046e-05 -8.67092e-05 6.77231e-05 -1.27729e-05 -9.75134e-05 -3.40753e-05 -7.45125e-05 7.90555e-05 0.000712856 -2.39398e-05 1.46028e-05 -0.000312783 8.35297e-05 2.36565e-05
internal_weight=42.7402 42.2188 2.51535 39.7035 5.40198 34.3015 4.10217 1.52931 2.57286 2.0219 1.01815 30.1993 27.6815 1.01509 2.51782 26.6664 4.88813 3.8829 3.3782 26.1592 13.6046 13.0787 12.5553 12.5546 1.00916 12.0441 11.5329 2.0058 9.52708 11.5454
internal_count=4633 4429 72 4357 2120 2237 230 132 98 73 55 2007 1951 77 56 1874 1429 1087 816 1857 1586 1396 1251 271 50 994 764 155 609 221
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=15 7 20 13 21 10 5 9 4 23 22 5 13 20 21 10 10 16 7 20 5 2 9 3 15 18 22 22 10 3
split_gain=2.31585e-05 9.65858e-05 3.49893e-05 1.98217e-05 0.000192624 0.00459759 0.00184299 0.0015218 0.00141441 0.000328144 0.000144645 0.000142085 0.000130689 5.08351e-05 7.58294e-05 4.33803e-05 0.000290238 8.7516e-05 7.54776e-05 7.35866e-05 5.69373e-05 0.000106244 0.000194028 4.99522e-05 0.000203852 4.31463e-05 3.40174e-05 0.000116204 3.14089e-05 0.000135678
threshold=46.435439118750004 23.543468673550006 42.206017975500011 115.13321943645001 6.9984086918000008 66.235542959850008 16.810410538500005 194.82237869650001 277.39959974210007 0.088890000000000011 -0.088880000000000001 12.306951632950001 116.86189801435002 40.00488309970001 4.8172533029000011 61.987779113750001 61.950140699950005 22.654947022900004 23.322419822750003 45.044778924400006 21.482549112100006 147.79312796670004 198.14098854835004 93.216908757050007 34.969820938750011 13.141419083100002 -0.045684999999999996 0.0027500000000000003 66.859265246100009 84.812788641250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 28 7 8 -6 10 11 -7 -10 -5 14 25 16 17 18 -15 -19 23 22 -22 -17 -25 -14 -23 -28 -1 -30
right_child=1 2 -4 12 5 6 -8 -9 9 -11 -12 -13 13 15 -16 20 -18 19 -20 -21 21 26 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00075607776891841534 -0.0015043640112138632 -0.00040570760464007547 0.00077188521743598853 0.0016472859499483382 -5.8184864214386018e-05 -0.060736530670838576 -5.4070705760383717e-05 -0.10006491316003947 -0.0019146675429264092 -0.041366720656992255 -0.1000296879074907 0.048951070665920318 -8.2544793844956907e-05 0.001401152716109104 0.0015174244668816053 -5.027005710075785e-05 -0.0025314596850959923 -0.0016163930336935571 4.5771712694991469e-05 8.7121685807300877e-05 0.0025385921721291257 0.00017677734611017769 -0.0002186714144485496 0.00062995254836713342 -0.0022028462913924671 0.00072669168814477035 -0.0015041448469967293 0.0006324240645866478 2.2652404830581448e-05 -0.0016129993318482368
leaf_weight=0.52004513596592516 0.51036246494548265 0.50412798265528003 0.50513807915348252 0.51445452805748715 0.0020081303625862912 0.0013789958988082995 0.52228742066936573 0.0062802151652032734 0.001191096521031932 0.0013273844315480274 0.0029218992589088895 0.0010189485466223225 1.9064190041152107 0.51677919793856819 0.51136160161962596 7.0164210139601018 0.5157045296156183 0.51420421382894665 2.0046193197849789 0.50028757005929947 0.51847159669182896 7.0261307605727188 0.50263936617932359 0.50309160428514565 0.51312569447873102 1.0068135368702611 0.51190371647108068 0.50635678761581815 14.547723810379715 0.525457340952454
leaf_count=388 129 34 44 175 115 119 327 34 317 97 113 60 128 74 42 165 92 95 27 2 55 122 5 27 36 28 56 19 1375 333
internal_value=1.30656e-07 -0.000383246 0.000183678 1.42642e-05 -7.22156e-05 -0.00193184 -0.000776389 -0.0758349 -0.0489063 -0.00206689 -0.0874311 0.0215371 6.98691e-05 3.68465e-05 0.000394275 -2.10287e-05 -0.000315237 7.9955e-06 0.000323567 -0.00077632 4.86873e-05 0.000220461 0.00118134 -0.000145174 -0.000800432 0.000197127 9.84929e-05 -0.00044168 -8.0052e-06 -3.43671e-05
internal_weight=42.7401 1.51963 1.00927 41.2204 16.1316 0.538414 0.530126 0.00828835 0.00783832 0.00353743 0.0043009 0.00221005 25.0888 24.5743 3.42459 21.1497 4.05159 3.53589 2.5214 1.01449 17.0981 9.0655 1.02111 8.03264 1.01622 2.91323 8.04439 1.01826 15.5932 15.0732
internal_count=4633 207 78 4426 3278 1182 1033 149 706 474 232 377 1148 973 198 775 290 198 101 97 485 257 60 228 63 156 197 75 2096 1708
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=15 21 19 18 7 5 21 2 18 13 23 22 8 2 22 5 22 22 8 19 21 8 4 12 4 22 17 17 21 20
split_gain=1.87407e-05 0.000114319 2.25982e-05 0.000191378 0.000983301 5.74068e-05 4.68851e-05 0.000157884 0.000242735 8.87408e-05 9.46056e-05 0.000152181 7.06969e-05 0.000108027 4.03074e-05 3.29989e-05 2.77637e-05 2.25746e-05 3.23376e-05 2.91873e-05 2.65646e-05 2.24159e-05 2.13998e-05 3.81015e-05 2.68527e-05 2.4764e-05 6.08543e-05 0.000204359 6.66546e-05 2.3796e-05
threshold=46.435439118750004 15.294585115650001 14.351157895250003 12.722397935550001 22.093462376800005 20.201591378100002 5.6808520270500003 119.08834621750002 12.964611930900002 117.55283175385001 0.10453000000000003 -0.086139999999999994 8.3434888241000014 134.46474107450004 -0.59915999999999991 21.363989181350004 -0.44343499999999997 -0.095854999999999996 8.6432548896500023 13.151061067750001 14.202008575100001 8.4434108459500017 282.49606214615005 245.75615448465001 271.42658756670005 -0.033594999999999993 185.54770736950005 191.40027208745002 3.4465547941500003 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 12 8 -8 21 11 -11 -7 15 -5 -14 -16 18 19 -18 22 -9 24 -24 25 26 -19 -28 -29 -27
right_child=1 -3 5 14 -6 6 7 9 -10 10 -12 -13 13 -15 16 -17 17 20 -20 -21 -22 -23 23 -25 -26 29 27 28 -30 -31
leaf_value=-0.018445741069694641 -0.0015553014657057138 0.00027651292086160797 0.001154646583095728 -0.018182436106774977 0.099593081336297046 0.00095335508100436437 -0.00017391234607845636 -0.00011384865878870596 0.0029012188593810703 3.6151641665199194e-06 -7.9460346321111571e-07 0.0024459132368955029 -0.00059809628611909348 -0.0016350286379640203 0.013986963019419965 6.6477022503128817e-05 0.00078323759484406018 6.3141709907680925e-06 0.00089132114015901161 -7.0163879935496272e-06 -0.00079881041941320225 -0.0006718163728350199 0.00099497508230374015 -6.4733922019960698e-05 -0.00081716621098948156 0.00070624442405253438 -0.0023362596774695278 -0.0012713855385998744 -3.557895236861758e-05 2.8978776714911426e-06
leaf_weight=0.0019135531148116716 0.51555500355516315 1.0044323926880308 0.51878381634494886 0.0012243967829473892 0.001118080689918699 0.51500203674186007 0.50415477909746165 2.506146652898622 0.52294056054688554 0.50155732732343927 1.5073553364763936 0.51927053715212468 1.0052956637628088 0.52247178384652659 0.0014113840760526788 2.9097759673681125 0.51068194386793297 6.5137221721628 0.50735611294135186 5.510508673898264 0.51214614090871791 1.0102547912183011 0.51121017575021377 1.0088750425434294 0.50541239321912357 0.50976199674571177 0.52090951349652792 0.51026017439749471 3.0169847258700062 8.5317086182914608
leaf_count=493 187 20 95 119 6 129 31 44 58 13 26 46 19 120 220 75 871 107 35 329 141 38 295 330 70 99 56 62 112 387
internal_value=2.50084e-08 -0.000344809 1.27413e-05 -3.62298e-05 0.0250875 0.000124697 8.02595e-05 0.00024551 0.00139178 5.07362e-05 0.000502616 0.00124595 -0.000155699 -0.000284411 -3.88862e-05 -0.000104169 -3.81114e-05 -3.88019e-05 0.000124613 6.00083e-05 -8.69866e-05 -0.000274152 -7.01315e-05 0.00029165 -9.74797e-05 -7.89248e-05 -0.000182915 -0.000487397 -0.000214354 4.25529e-05
internal_weight=42.7382 1.51999 41.2182 28.6752 0.00303163 12.543 12.0242 7.07168 1.0271 6.04458 2.52818 1.02083 4.95255 4.43754 28.6722 3.91507 28.6709 28.6695 6.52855 6.02119 22.141 3.5164 21.6288 1.52009 20.1088 19.6033 10.5619 4.04815 3.52724 9.04147
internal_count=4633 207 4426 3732 499 694 599 256 89 167 85 59 343 214 3233 94 3114 2894 1235 1200 1659 82 1518 625 893 823 337 230 174 486
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=8 8 5 9 18 9 0 20 21 10 10 21 0 7 9 22 7 22 5 5 22 14 21 21 2 22 20 7 20 9
split_gain=2.47629e-05 2.46306e-05 4.60774e-05 1.47999e-05 0.00073594 3.74815e-05 2.74235e-05 0.000176581 5.03111e-05 4.51474e-05 6.68564e-05 6.19026e-05 3.13141e-05 3.32923e-05 7.51904e-05 0.000111876 3.51714e-05 0.000120137 3.62134e-05 3.31117e-05 2.37928e-05 7.30191e-05 5.59088e-05 7.51204e-05 4.98936e-05 7.63394e-05 2.5726e-05 6.92686e-05 2.3231e-05 2.06717e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 186.70853236170004 12.854871756700001 185.62570708695003 86.345209775600011 41.685324604100011 14.731151610350002 61.982402197500001 61.885617704800005 8.6710512402000024 86.420486603250012 23.109894804950002 190.36745536595001 -0.11051999999999999 23.445318439400001 -0.086139999999999994 22.327062271350005 21.950234501100002 -0.059424999999999999 189.41298135015003 6.7841715403000018 12.717166023350002 140.61735485095002 -0.097799999999999984 36.859113051050009 24.899526511700007 42.546237522150008 204.99169312540002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 9 12 10 -6 -11 -8 14 -14 -16 17 -15 19 20 21 -18 24 -24 28 -26 27 -22 -23 -28
right_child=-2 2 -4 4 6 -7 8 -9 -10 11 -12 -13 13 16 15 -17 18 -19 -20 -21 26 22 23 -25 25 -27 29 -29 -30 -31
leaf_value=5.6728849985425207e-05 -0.00068530071197409038 0.0008338579852134472 -3.8982773102202604e-05 -0.061327681782649648 0.00024831954620382261 0.00097035487935801629 0.00043673579652872156 -0.0019633937638934193 0.00099430698855655186 0.00065764507218880387 -0.00078946493216132819 -0.00024712680222286254 0.00019123286410848998 -5.0958104358971167e-05 3.2324120727095636e-05 -0.0020706177628986989 -0.0013332496152491631 0.0017181077762616103 -0.00086165248408286545 0.00054521780048256215 0.0013466675328024473 0.00010130417988033359 -0.0016398686403093204 8.2274561525488683e-05 2.3688254158330172e-05 -0.0014806393449903442 -7.866038070107293e-05 -0.00031035759432349101 0.00082169973398846154 0.00020494769611758494
leaf_weight=3.876109163926158 0.52078114851293023 1.011445721826248 1.5043664122332527 0.0019586731941590987 1.0517811914996795 0.50786978367447266 1.5131362307038241 0.5313195959547431 0.51175605676732416 1.515004769992885 1.5148265094938151 1.5097609381600703 1.0046502904770087 1.5024268079605465 0.50079168712409228 0.51123155671302789 0.51565314524143513 0.51561776619837729 0.51715940339633348 1.0068528036553477 0.50684745270635101 4.0077249340948145 0.51186628931862599 0.50140474046520389 1.003402271780059 0.50818588053050007 9.5286334380611617 0.50228259401857478 0.50392103348066974 3.519223584235772
leaf_count=1957 204 34 38 17 25 63 31 195 87 29 44 20 20 32 11 35 178 104 108 33 21 102 211 45 165 173 209 49 131 262
internal_value=4.73863e-08 8.50167e-06 0.00031193 -1.07261e-05 -3.22374e-05 0.000162569 -2.88378e-05 -0.000221256 1.15186e-05 -5.57093e-05 -0.000364187 0.000206043 -6.01731e-06 -3.06768e-05 -0.000421613 -0.00102999 6.69233e-07 0.000401045 -3.42579e-05 -1.53379e-05 -4.14564e-05 -0.000184614 -0.000100439 -0.000787687 1.51746e-05 -0.000482057 3.54556e-05 0.000521903 0.000181768 -2.16658e-06
internal_weight=42.738 42.2172 2.51581 39.7014 35.3174 4.38398 35.3155 6.12269 29.1928 5.59137 2.56661 3.02477 28.681 27.1679 2.01667 1.01202 25.1512 2.01804 23.1332 22.616 21.6091 7.55216 7.03651 1.01327 6.02323 1.51159 14.057 1.00913 4.51165 13.0479
internal_count=4633 4429 72 4357 2337 2020 2320 313 2007 118 69 49 1920 1889 66 46 1823 136 1687 1579 1546 1005 827 256 571 338 541 70 233 471
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=8 8 17 20 12 15 18 3 20 6 19 18 15 15 10 20 7 6 6 22 9 9 10 13 3 22 5 5 22 16
split_gain=2.00497e-05 1.99549e-05 4.23032e-05 7.60008e-05 1.7337e-05 9.66651e-05 0.000115876 5.29548e-05 3.52465e-05 2.84928e-05 1.83564e-05 8.45856e-05 4.33728e-05 4.69611e-05 3.44047e-05 0.000116786 7.2727e-05 0.000260109 4.52958e-05 0.000112576 0.000216729 4.59862e-05 2.3269e-05 0.000141385 1.97577e-05 1.96615e-05 6.67717e-05 0.000170451 3.86836e-05 5.79413e-05
threshold=8.8430989333000021 8.7431769115000026 188.85216786605002 42.498713093000006 270.40131768760006 45.793006327050001 12.420159544750002 75.475773554200018 43.022303514600004 16.475384944750001 14.351157895250003 13.876389391100002 43.153128509050006 41.54912092575001 61.971648364950006 40.679780036550007 22.812602664350003 16.385382841850003 16.465384711100004 -0.086800000000000002 194.03220695150003 193.70978346765003 62.046925192600007 117.62810858150002 94.472418703950012 -0.095854999999999996 21.990725385850002 20.769304081650002 -0.080234999999999987 15.839962959300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -8 9 -6 12 14 13 22 15 24 17 -16 19 -18 -21 -20 23 -9 -12 -24 27 28 29 -27
right_child=-2 2 3 -5 8 -7 7 10 -10 -11 11 -13 -14 -15 16 -17 18 -19 21 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.032523681643923399 -0.00061650237645503132 -5.5990489738747248e-05 0.0016355993980139494 -9.6774655566757609e-05 -0.00057612995278897509 -0.0013842657154494568 -0.018612060057029405 -0.0018352487699444609 0.00099628524799329839 0.00034253308302828727 0.00047322393217774238 -0.0011599759898987202 -0.00096632370794916657 0.00091666750509482612 -0.00057780605537902541 -0.001512306703069764 4.5188607948574283e-05 0.0026107024861184817 0.00035013397437859092 -0.00019323824623272901 0.0027224759133545034 -0.00034830852772430065 0.00015513843130781138 -6.2462827620744997e-06 -0.00017290490989793432 0.00011692634515252886 0.0010614925262487399 -0.0019050384822035607 -5.7634391189859976e-06 -0.0013964798805353327
leaf_weight=0.0010950153272862853 0.52100383851356369 1.5021727858549518 0.51285293333785353 0.50026858632600124 0.50862725766843109 0.51598932847075119 0.001529774263388072 0.50840070442200413 0.50812705797593727 1.0041500444668763 1.0586497082767867 0.5102806480554144 0.51001045581597182 0.50822392271709205 0.50357586533664089 0.51476382580676716 2.5090723149032765 0.52007729611432296 1.5107136343758609 0.50077283732571432 0.51930029870709404 2.5071380412300641 5.0245991327661015 2.5056044622207314 0.85586515008799313 0.50237910631028337 0.50509056891180648 0.51005571404084449 14.567670962857758 0.50957173615337581
leaf_count=286 204 19 45 8 467 142 656 157 439 35 32 79 30 21 26 56 40 79 23 7 84 29 772 53 12 32 42 64 580 114
internal_value=4.97519e-08 7.65874e-06 0.000280803 0.000780172 -9.6464e-06 -2.49502e-05 -6.07751e-06 -7.036e-06 0.000275698 3.36594e-05 -6.27012e-06 9.86506e-05 -5.33494e-05 -3.48292e-05 0.000157038 -0.000175149 0.000251193 0.00104215 0.00014391 0.000405309 0.0012911 -8.56939e-05 -5.44601e-05 -0.000314761 0.000184378 -1.81709e-05 -7.06458e-05 -0.000106186 -4.72942e-05 -0.000645155
internal_weight=42.7376 42.2166 2.51529 1.01312 39.7013 37.6804 37.1644 37.1633 2.0209 1.51278 37.1618 11.5102 25.6516 25.1416 10.9999 2.42928 8.57065 1.02365 7.547 3.52915 1.02007 4.01785 24.6334 3.01401 1.91451 21.6194 16.5948 16.0897 15.5796 1.01195
internal_count=4633 4429 72 53 4357 3416 3274 2988 941 502 2332 467 1865 1835 388 100 288 105 183 131 91 52 1814 210 44 1604 832 790 726 146
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=8 14 13 8 17 7 6 21 17 5 13 8 18 15 16 18 22 2 20 22 13 7 17 5 22 3 8 22 2 2
split_gain=1.62336e-05 1.76798e-05 2.83992e-05 1.73715e-05 6.62693e-05 0.000142573 3.69077e-05 4.92342e-05 4.65688e-05 4.74359e-05 2.93395e-05 5.30033e-05 0.00034706 0.000798894 0.000227757 7.04743e-05 7.00395e-05 4.9338e-05 4.16382e-05 0.000343028 4.07116e-05 7.51301e-05 0.000199471 3.61048e-05 0.000345865 3.60402e-05 1.76262e-05 1.76153e-05 1.60572e-05 2.07441e-05
threshold=8.8430989333000021 144.12207640715005 92.146902421150017 8.543332867800002 198.11416596120003 24.673428656250003 16.375382608200002 6.0799633573000014 193.58688265170002 22.245176011200005 117.67112391160002 8.4434108459500017 12.880535946600002 34.139075990150012 22.574947209950004 13.781134552700001 -0.101255 120.31044416595002 34.969856643350006 0.12419000000000002 117.61735474900001 23.543468673550006 185.54770736950005 21.482549112100006 -0.070854999999999987 93.571785230250015 8.6432548896500023 -0.11051999999999999 155.18475231920004 149.35510112725004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 6 -6 7 -5 9 -8 11 12 13 -4 15 -13 -17 27 19 -14 23 22 -22 25 28 -20 -11 -12 29 -25
right_child=-2 2 3 4 5 -7 8 -9 -10 26 17 14 18 -15 -16 16 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.011786851470474818 -0.00055461619569650909 -0.012680100622370653 0.014501929794193947 -0.0012460691622977781 0.002069636558856826 3.269521395675912e-05 0.00069791550928110233 0.00014677356348798815 -0.00040759446005077444 0.0003318378932732217 0.00050986091364322043 0.00059298208702560421 0.018516266228391837 -0.10004819846536064 -0.0023525187087817356 -9.1599992895696411e-07 -0.0014402929121822233 0.0011878694298589234 -3.3687854474241641e-06 -0.056561391509625247 -6.659421241602129e-06 0.00028501268121451108 -0.0024276557704630674 -5.1794913127122183e-06 0.0026970170995900709 -0.00085909481112345044 -8.6040105378455049e-05 -0.0002357205539888008 -0.00014209238447224416 0.00078077296395792661
leaf_weight=0.001271041677624817 0.52120423140168881 0.0017641872353583157 0.0013385022728894516 0.50935111786372267 0.5220890583738641 1.0052347097603727 1.5163769475657316 0.50579433443004973 1.5071000621450705 1.5086787078841863 0.50241366426200251 1.0080018609996857 0.0014539771108949264 0.0011168399173584476 0.52044784562630741 1.0022206086529251 0.51013415387249894 0.51615477851619118 19.097777743687196 0.0010466412979636963 1.0003182839718641 1.0038430998793044 0.51580911825247344 1.0039707421990836 0.52772026140469197 0.50519282392178766 3.0500518582886667 0.85812407391495227 3.0067740310177791 0.50459867305017869
leaf_count=36 204 969 413 44 103 51 31 29 30 32 35 37 96 21 78 51 57 116 1597 40 5 12 54 99 143 22 36 23 157 12
internal_value=6.00951e-08 6.90817e-06 7.26327e-06 7.7935e-06 0.000121997 0.000728988 1.41646e-05 -0.000552088 8.99774e-05 0.000213414 -2.82404e-05 -5.20724e-05 -7.76203e-06 -0.0376025 -0.000448005 -5.47278e-05 -0.000486434 0.000355417 -4.36442e-06 -0.0129077 -3.17667e-06 -0.000386021 -0.000830318 3.59678e-05 0.000274597 -2.54219e-05 5.22536e-05 3.96046e-05 -8.51823e-06 0.000257712
internal_weight=42.7374 42.2162 42.2149 42.2131 10.1247 1.52732 8.59735 1.01515 7.58221 6.07511 32.0885 30.2118 27.171 0.00245534 3.0408 2.52036 1.51235 1.87669 27.1685 0.00250062 27.166 2.51997 1.51613 24.646 5.04306 19.603 4.55873 1.36054 4.51534 1.50857
internal_count=4633 4429 4393 3424 356 154 202 73 129 99 3068 2894 2671 434 223 145 108 174 2237 136 2101 71 59 2030 411 1619 68 58 268 111
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=15 7 7 19 13 23 6 20 22 20 15 0 9 6 0 22 20 20 7 18 21 13 2 2 12 5 9 6 18 20
split_gain=2.64533e-05 0.000117961 3.17254e-05 2.43473e-05 2.35647e-05 0.000168801 2.24794e-05 0.000138645 7.91896e-05 0.000403203 4.48072e-05 0.000789349 0.00130943 5.90229e-05 9.45686e-05 0.000269909 3.36958e-05 5.65183e-05 2.72651e-05 4.77257e-05 2.38651e-05 3.91754e-05 1.51509e-05 2.52501e-05 1.46479e-05 3.16462e-05 5.41407e-05 5.20544e-05 2.72047e-05 0.00223828
threshold=46.435439118750004 23.543468673550006 24.068567769550004 14.651182102100002 117.67112391160002 0.10249000000000003 16.455384477450004 39.571921479100006 -0.057599999999999998 40.636252116050009 42.33967733730001 85.705356740550016 186.70853236170004 16.265380038000004 86.538778761000017 -0.122095 40.518963363600001 42.670715716450012 22.929105819350003 13.480563334700001 3.1734339793000008 117.48293184245001 210.71970372160004 216.39684782960003 209.45123619680001 18.946524085150003 197.47612518640003 14.745344522600002 13.807773949150002 41.444941515100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 10 -8 20 -10 11 12 -1 18 16 -16 -15 -18 -13 -20 21 -9 -22 -24 25 27 -27 -21 -26 -30
right_child=1 2 -4 -5 5 -7 7 8 9 -11 -12 13 -14 14 15 -17 17 -19 19 24 22 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=0.022543782469417434 -0.0016496751473317449 0.00077485706976342019 -0.00034635914829787888 0.00069938163358054068 0.0019001877175848154 -7.5557872202291058e-05 0.0014752696979242232 8.9693587543079086e-05 6.4475158790120316e-05 -0.0031511183708534188 -0.00088608521226032932 -0.00074293388407765525 -0.1000642660879732 -0.00040613154607296382 5.2045149425087498e-05 0.0028508670195255461 0.00071248037883740007 -9.70357299912657e-05 0.00095482147578245229 -4.9590004034701153e-05 -7.2884064160165342e-05 -0.0011566712130047835 -0.00016085092788356366 0.00084094317836693345 -0.00018655474938961987 0.0001421839120305706 -0.0013190640311051454 0.0009598204581151411 0.049970515955605969 -3.2181321541503115e-05
leaf_weight=0.0015335616091637352 0.50979844930348761 0.50671549244986358 0.50275842496245104 0.51357966994089466 0.5271860083655534 2.4057983880815073 0.51367765931758747 0.50162938000320767 1.5030645323652727 0.52654665246410948 0.51594481298455619 0.51164087242518519 0.0020162943183095194 1.0034216261337849 1.0011294740203309 0.52538547375388578 1.5122247853178126 2.0072283765930479 0.50619494529408982 16.050074359115971 7.015640591713578 0.50714960774382689 0.50122644337570388 0.50517938167149268 0.50020209310640562 0.50405667632203222 0.51021063840322256 0.52767944969468672 0.0091124503529702583 0.50892704247538301
leaf_count=163 129 36 42 70 211 35 161 76 13 204 99 359 9 9 30 107 42 46 27 1242 134 40 7 83 6 35 62 116 449 591
internal_value=5.18409e-08 -0.000409739 0.000216447 1.51566e-05 6.52348e-06 0.00027957 -1.4679e-05 -0.000130742 -0.00020533 -0.000769754 3.65989e-05 5.51361e-05 -0.0470968 6.16547e-05 0.000334752 0.00101532 0.000105052 0.000250794 -2.2514e-05 -3.23234e-06 -7.84797e-05 -0.000536899 -2.08331e-05 0.000342014 -2.92912e-05 -5.06353e-05 -0.000592873 -1.74599e-05 0.000339468 0.000847379
internal_weight=42.7369 1.51927 1.00947 41.2177 40.7041 2.93298 37.7711 11.5741 11.0604 2.02961 26.197 25.681 0.00354986 25.6775 6.04939 1.52651 4.52287 3.51945 19.6281 19.1165 9.03083 1.00878 8.02205 1.00641 18.6103 17.592 1.01427 16.5778 1.01824 0.518039
internal_count=4633 207 78 4426 4356 246 4110 718 557 217 3392 3293 172 3121 234 137 97 88 2887 2528 340 116 224 90 2501 1455 97 1358 1046 1040
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=8 15 7 19 22 17 17 23 4 10 23 21 20 10 16 21 6 10 0 10 13 22 22 5 19 15 5 6 5 23
split_gain=2.46877e-05 2.21026e-05 9.97248e-05 3.57173e-05 6.06283e-05 0.000153743 0.000130146 0.000129231 4.96564e-05 9.96602e-05 9.91755e-05 4.4723e-05 2.95795e-05 2.57099e-05 5.60452e-05 2.49098e-05 1.94076e-05 1.63396e-05 4.39919e-05 2.56982e-05 0.000116514 1.68457e-05 3.91353e-05 5.05586e-05 2.75679e-05 2.17866e-05 0.000102563 2.38928e-05 1.83723e-05 4.15685e-05
threshold=8.8430989333000021 46.435439118750004 23.543468673550006 14.351157895250003 -0.066979999999999998 191.20566072810004 192.80507188075003 0.10249000000000003 193.23397520390003 61.987779113750001 0.089505000000000015 12.377125061300001 42.206017975500011 62.116825104000007 22.594947163200004 14.202008575100001 16.465384711100004 61.944763783650011 86.103248543850015 62.020040611300011 117.62810858150002 -0.095074999999999993 -0.088274999999999992 13.713273242250002 13.151061067750001 39.203018015350004 20.872540794500004 15.945372561050002 18.946524085150003 0.084995000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 15 8 -6 -7 -8 10 -10 -5 -9 -4 16 -15 17 -11 18 -1 20 -19 24 23 -23 -21 26 27 28 -24 -30
right_child=-2 2 12 4 5 6 7 11 9 13 -12 -13 -14 14 -16 -17 -18 19 -20 21 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00029155059687826297 -0.00068427587894341764 -0.0015058103035596878 -0.00033197322863330711 0.001613462039418277 0.0020263935548873635 -0.0012378596373964971 0.0019245854639737708 0.00062690615611389166 -0.0014740236435731285 0.00037866071635845358 8.9201258205498488e-05 -0.00031498700066166194 0.00075081025027514889 -0.0012075369563784811 0.00027922420854055154 -0.0007299586916963063 -6.1028731796380545e-05 -0.0016940944699612133 0.0010276225027074386 0.00083155741286460515 -2.3734191260810968e-06 4.6880632846171434e-05 1.4793540998333705e-05 -0.0013696992360062504 6.6819395050836877e-05 0.00061768746660242186 -0.0014417678950598011 0.00067795120775557272 2.0803270436477571e-05 -0.0010897694036014708
leaf_weight=0.50609691207450669 0.52074884114209297 0.50994920974258917 0.5041128003880464 0.52085079054540839 0.56339761309573022 0.50511928122068672 0.52053217863067436 1.0109488389061883 0.51248205750266596 1.5085314827100544 2.3654544733863077 1.0055169464339995 0.50506470195342956 0.51191382743584746 0.50235882920333097 0.51372953005675981 3.0008307153708529 0.51109660960114967 0.50508615877659224 0.51147168900268791 2.0011514961515786 0.50038099518115653 13.563018273322887 0.507464682310519 6.0150386538034732 0.5118242425671039 0.50909781197688353 0.5039274623895843 1.001336184490724 0.50802229343366878
leaf_count=413 204 114 32 147 42 13 77 34 55 39 51 16 43 52 19 390 42 100 14 975 11 33 1032 66 316 82 100 14 33 74
internal_value=5.13731e-08 8.49282e-06 -0.00036602 2.24727e-05 0.000162949 0.000509013 0.000227995 0.000519848 2.31063e-05 -0.000140025 0.000364263 0.000157228 0.000209929 -1.62573e-05 -0.000471159 -4.00037e-05 8.6062e-05 -2.71869e-05 0.000367377 -4.21613e-05 -0.00034654 -1.04735e-05 -6.13449e-05 -0.000666388 0.000126751 -2.46045e-05 -4.50417e-05 6.0908e-07 -2.20371e-05 -0.000352995
internal_weight=42.7366 42.2158 1.51913 40.6967 12.5279 3.60551 3.04212 2.537 8.92242 6.03612 2.88631 2.01647 1.00918 5.52363 1.01427 28.1687 4.50936 27.655 1.01118 26.6438 2.51225 24.1316 17.6051 1.00785 6.52651 16.5972 16.0854 15.5763 15.0724 1.50936
internal_count=4633 4429 189 4240 587 182 140 127 405 207 198 50 75 152 71 3653 81 3263 427 2836 111 2725 1434 99 1291 1335 1253 1153 1139 107
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=0 10 19 13 15 21 19 8 8 5 10 17 2 10 10 12 22 15 20 18 15 22 21 15 2 22 23 10 12 2
split_gain=2.27907e-05 0.000345694 0.000253303 2.42329e-05 1.81085e-05 0.000119957 2.28081e-05 2.34877e-05 2.84792e-05 5.62002e-05 0.000198795 4.89498e-05 0.000103839 2.3384e-05 7.62642e-05 7.22978e-05 0.000119198 6.6203e-05 9.89672e-05 4.67976e-05 0.000109458 7.24426e-05 4.58383e-05 0.000271256 6.18127e-05 4.50242e-05 3.17342e-05 2.71267e-05 2.18928e-05 1.67216e-05
threshold=83.479313408550013 58.309968391300011 14.351157895250003 92.146902421150017 46.435439118750004 15.294585115650001 14.651182102100002 8.8430989333000021 8.7431769115000026 13.153721664750002 79.728914316550018 188.85216786605002 77.002902305750027 61.987779113750001 61.950140699950005 209.45123619680001 -0.086800000000000002 41.29990759910001 45.044778924400006 13.552878921100001 39.864684991950007 -0.011849999999999999 6.2486180938500011 37.882159664350006 78.110129541750013 -0.053874999999999999 0.08846500000000003 62.041548276350007 217.54417277160005 183.27506507165003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 -6 7 8 9 10 -5 -10 -13 14 15 17 -17 18 -11 21 28 22 23 24 -15 27 -26 -24 29 -21
right_child=3 -3 -4 4 5 -7 -8 -9 11 13 -12 12 -14 19 -16 16 -18 -19 -20 20 -22 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.016749515332849806 -0.011728054879198287 -0.052539504374407811 0.049086985163543949 -0.017299186333530593 -0.0015786522399610058 0.00029837064144748958 0.00067636883511597832 -0.00066522520441615737 -2.227649628783848e-05 -0.0018933559200903145 0.038417452314507675 -0.00014397935771911775 0.001882310928991061 0.0011038086040019014 -0.00098352781332246438 -0.00037983008598451362 0.0017875175799339175 8.2617717117502735e-05 8.31877736186419e-05 -2.6868300007838329e-05 -0.001502978182631319 0.0013512454930906697 0.00039721266732461427 0.0025294131236204571 -0.00081135102173875758 -0.0005103509780245277 5.6411288837950247e-05 -7.7121257655857935e-05 -0.00067618154475667172 0.00055480878830128347
leaf_weight=0.0012487542948228505 0.001761496667923689 0.0011667761169076307 0.0010984535689573249 0.0011169740176310691 0.51503534947033713 1.0045630575344828 0.51293720219115257 0.51570511110509798 1.5022688626556822 0.51318941464343293 0.0015008081867570605 0.50166264442304942 0.51003027107572052 0.50699995383001661 1.0164483969570026 0.50229315627436222 0.51282640377625888 1.9059226187891907 0.50027587136779939 20.107695561884288 0.51581434966318696 0.51153927357020279 2.0111512061541816 0.52000585039127134 0.506813535635802 1.5072365549020714 2.5014923643329201 3.0103577901911862 0.50942202291228511 0.50666646867595488
leaf_count=338 967 334 28 255 179 20 53 89 16 40 213 7 36 45 36 19 32 31 5 936 136 52 39 55 82 26 35 106 359 64
internal_value=5.96472e-08 -0.00805299 0.0140609 7.21863e-07 1.20536e-06 -0.000337806 1.37058e-05 5.35404e-06 1.39603e-05 -7.78842e-06 0.0146439 0.000339839 0.000877545 -8.80671e-06 -0.000211348 -1.18618e-05 0.000715088 -0.000264634 -0.000917677 2.18449e-05 -6.372e-05 0.000189022 0.000132745 0.000397701 8.23654e-05 -3.10209e-05 -8.97819e-05 0.000112853 -2.85753e-05 -1.25717e-05
internal_weight=42.7362 0.00351398 0.00234721 42.7327 42.731 1.5196 41.2114 40.6984 40.1827 37.6688 0.00261778 2.51396 1.01169 37.6662 4.95096 3.93451 1.01512 2.91939 1.01347 32.7152 21.6396 11.0756 10.5641 4.03531 3.51531 6.52875 3.00831 5.02151 21.1238 20.6144
internal_count=4633 700 366 3933 2966 199 2767 2714 2625 2566 468 59 43 2098 163 127 51 76 45 1935 1495 440 388 217 162 171 117 145 1359 1000
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=4 23 8 9 9 8 23 17 20 10 18 18 17 13 17 13 16 9 2 22 3 13 22 22 21 6 20 21 15 5
split_gain=1.76312e-05 0.000108266 1.6629e-05 2.92352e-05 0.000103601 2.10008e-05 3.88968e-05 3.71257e-05 7.413e-05 1.7056e-05 0.000140107 5.27444e-05 0.000241068 6.61495e-05 0.000106764 4.75279e-05 0.000124634 0.000169012 9.20288e-05 0.00160826 0.00415261 0.00119466 0.000668093 0.000842201 0.000686971 0.000558486 4.21883e-05 3.4128e-05 3.67034e-05 3.25144e-05
threshold=143.58239362595003 0.08376500000000002 8.8430989333000021 53.996381295800006 40.734022239000005 8.7431769115000026 -0.51222499999999993 188.85216786605002 42.498713093000006 61.987779113750001 12.880535946600002 13.565012728250002 191.32023496460002 117.62810858150002 188.27285108100003 117.55283175385001 22.624947093000003 193.49750438550004 210.71970372160004 -0.020814999999999997 92.585121096400016 117.28936285705002 -0.084259999999999988 -0.088465000000000002 5.8920528450000011 13.775321858200002 41.404176814550006 14.849677877150002 42.33967733730001 22.665750084250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -7 -9 11 -11 12 13 -8 -15 18 26 -18 27 20 21 22 23 24 -20 -24 -17 28 29 -12
right_child=2 -3 -4 5 -6 7 9 8 -10 10 15 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.033767326233972467 -0.0069546333019672993 -0.0088544655772877946 -0.00056248372294064953 0.019335357561878388 0.034543582476878491 -2.9352822825996123e-05 -0.001152215498355753 0.0015992179397828041 -0.00011199782021221755 -0.028394238357140091 1.6757485589956922e-05 0.00035573110104283531 -0.0023597144924879833 -0.00014291998983717008 0.0014074521352867432 0.0005815723474199983 -3.4295389568194512e-06 0.0025672317359763143 0.032996106651720924 -0.00040139776628089324 -0.098528172864685404 0.090200648657414173 -0.00071295604713447454 0.083452919213872254 -0.060977934628976542 -0.091028155429145774 -0.00018356933166298415 -0.0008155211606561656 -0.00058303020750864309 0.00082719024567224568
leaf_weight=0.0010031733908907317 0.0013964941514002707 0.0014682450978398265 0.51997562130234953 0.0010391175417215895 0.0010568918606060152 1.5024307391773555 0.50955388382742395 0.5125470823886642 0.50021810875273331 0.0017356928464725687 26.144045302675167 1.5128203849650388 0.51823780134765574 3.4119786472138016 0.51064882829950864 1.0109316104918655 0.50828752570579616 0.51478203700366976 0.0016383613750039468 0.50620264227184719 0.005934761235346254 0.0015286502584785921 0.0013652287272396839 0.0013284671526264391 0.0014811514723576669 0.0013735369736878056 2.5094013249441431 0.51038562624468653 1.0066309761994556 0.50459620655119053
leaf_count=32 694 40 167 106 208 18 380 44 8 112 1535 52 59 115 46 20 33 43 134 204 59 20 59 27 121 38 80 88 56 35
internal_value=6.58169e-08 0.00844614 -4.22647e-07 6.50067e-06 0.0109223 5.86622e-06 -1.18886e-05 0.000286081 0.000754026 -1.23951e-05 1.6513e-05 -0.00016103 -0.00031895 -8.03311e-05 5.89079e-05 1.7997e-05 0.000318506 0.00129006 -2.9598e-05 -0.00134672 -0.0340101 0.00992357 -0.0071517 0.0167731 -0.011623 -0.0460075 3.61559e-05 -5.24117e-06 9.71277e-06 3.21032e-05
internal_weight=42.736 0.00247142 42.7336 42.2136 0.00245339 42.2111 39.6959 2.5152 1.01277 39.6949 33.2316 6.46324 4.95042 4.43218 3.92263 33.2299 4.5434 1.02307 28.6865 0.520853 0.0146502 0.0087154 0.00718675 0.00444798 0.00311951 0.00273877 3.52033 28.1657 27.6553 26.6486
internal_count=4633 72 4561 4394 902 3492 3422 70 52 3316 2664 652 600 541 161 2552 176 76 2376 662 458 399 379 282 255 97 100 1714 1626 1570
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=5 15 16 12 22 22 22 7 22 17 8 22 19 5 22 9 7 6 20 21 21 19 4 17 7 7 23 17 2 3
split_gain=1.84741e-05 3.3842e-05 8.06184e-05 3.37572e-05 6.08616e-05 0.000271786 9.77316e-05 0.000268929 0.000147657 0.000236051 2.4947e-05 0.000338868 3.21945e-05 5.14973e-05 4.07093e-05 0.000134695 7.6712e-05 6.11025e-05 0.000118241 5.8429e-05 2.61257e-05 2.29723e-05 4.04253e-05 2.28533e-05 5.62788e-05 1.62603e-05 1.33027e-05 7.00052e-05 1.67735e-05 4.27702e-05
threshold=25.546339592900001 46.435439118750004 22.534947303500005 66.834523482800009 -0.58319500000000002 -0.59915999999999991 -0.24275499999999997 23.209106085000005 -0.16164499999999998 191.32023496460002 8.8430989333000021 -0.15689999999999998 14.351157895250003 20.201591378100002 -0.066979999999999998 193.70978346765003 23.109894804950002 16.485385178400005 40.165165956550005 15.004713615700002 14.202008575100001 14.551174033150001 184.37197564920004 194.12402802835004 24.385896469550001 23.050081659550006 -0.091114999999999988 191.20566072810004 197.03438354685002 93.394346993650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -6 9 -8 11 -10 20 -14 19 -16 -17 18 -18 21 26 22 -15 25 -25 -24 27 -13 -28 -30
right_child=-2 2 -4 4 6 -7 8 -9 10 -11 -12 12 13 14 15 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=0.018160780993796262 0.00059715618120804699 0.00032259606723124946 -0.0014624926984291079 -0.01270768161887654 0.016676168976302291 0.049515543001203852 -0.0071929657697774587 -0.049445156591865484 -0.05593145910418932 0.061360954755384438 -0.00068475686739478698 -0.0012753823333030688 0.0011262152635560325 0.00084368023529453372 0.0018889330656224352 -0.00092019403798155219 -0.00013834763783462372 -0.00014320025004949872 0.0020194985421682207 0.00071464893574574989 -0.00075133932475139609 -0.00044374380278095534 -0.00014749399144861638 -0.0012571466468283086 0.00023452976452109924 0.00022388707375704234 -3.0145098549207261e-05 0.00016471842908869966 0.0010254968258984602 -0.00027277998138349418
leaf_weight=0.0010242649668218409 0.51188167706707943 0.50118388179960394 0.51089502449421076 0.001598414549282709 0.0011145280635425755 0.001251676851731511 0.0010036236641095533 0.0013727291436136807 0.001082652193708066 0.0010054775711488828 0.51744971884551105 0.50828225504587843 0.51687612552495821 0.51004300144268011 0.51900767457459496 0.55336128082854008 0.50083349373198893 1.0078757579685769 0.51511777190899011 1.0094948150272101 0.51244185791870478 1.5123169438738839 2.8619714753310745 0.50963783982905375 0.50212659613725918 2.0047502583474852 25.119497272873371 1.0049561038982564 0.5139243393137789 0.50123502398483843
leaf_count=31 623 9 103 126 155 102 179 177 120 89 94 147 82 56 63 17 8 17 48 23 244 46 35 109 19 16 1213 119 539 24
internal_value=1.13082e-08 -7.2281e-06 -0.000578512 6.80189e-06 6.35067e-06 0.0146189 5.33998e-06 -0.0198165 6.53651e-06 0.0271156 5.21462e-06 1.399e-05 1.54788e-05 0.000148873 0.000106799 0.00041917 0.000123182 0.000408465 0.000955745 -1.74466e-06 -4.38441e-05 -9.32786e-05 -1.03151e-05 -8.44115e-05 -0.000516845 5.48913e-06 -3.0731e-05 -0.000318998 -1.40399e-05 0.000384473
internal_weight=42.7346 42.2227 1.01208 41.2107 41.2096 0.00285009 41.2068 0.00248726 41.2043 0.0020091 41.2023 40.6848 40.6837 12.5234 12.0065 3.0962 2.57719 2.02383 1.01595 8.91034 28.1603 7.90085 6.38853 5.87849 1.01176 4.86672 27.6479 1.51324 26.1347 1.01516
internal_count=4633 4010 112 3898 3867 228 3639 332 3307 268 3039 2945 2825 539 457 153 90 73 56 304 2286 281 235 179 128 51 2042 266 1776 563
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=23 12 15 16 2 23 20 17 22 15 0 20 5 22 20 6 22 16 22 21 23 22 21 20 21 4 6 4 21 20
split_gain=2.12352e-05 9.10894e-05 7.73692e-05 9.76468e-05 6.02238e-05 4.26308e-05 0.000113441 6.88929e-05 0.000105218 4.9622e-05 0.000272415 7.36412e-05 0.000141516 5.19217e-05 8.72906e-05 4.80849e-05 0.000471767 4.79094e-05 3.64659e-05 5.30486e-05 3.0415e-05 0.000131425 5.23357e-05 2.88135e-05 6.61051e-05 4.27294e-05 7.17225e-05 2.89936e-05 2.86524e-05 2.86748e-05
threshold=0.10487000000000003 165.75658866060004 42.076928760450009 22.654947022900004 147.79312796670004 0.091510000000000022 34.424709467050008 168.62011096010002 -0.47573499999999996 38.86986296220001 85.990333302400003 41.184662530950007 14.252017113900001 -0.091639999999999985 40.542362378300005 16.565387047600002 -0.24150999999999997 22.634947069650003 -0.013285 12.802610735350003 0.088350000000000026 -0.075639999999999999 4.0873253509500005 38.751720283100006 2.6195973652500002 164.41789168470004 16.495385412050002 175.22798587345002 2.0976681454000006 35.771221912400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 -1 -8 -9 11 17 13 -13 14 -7 16 -10 -11 -6 -20 23 22 -22 24 28 26 -25 -27 29 -18
right_child=1 2 3 -5 18 9 7 8 15 10 -12 12 -14 -15 -16 -17 20 -19 19 -21 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.033056285349150762 -0.0014090365809442656 0.0011400823953694105 -0.0018243428858701557 -0.00012694013934582573 -0.00010611383265748823 0.0017541677766382833 -0.020369395751136051 0.027396892637564674 -0.067775602250163838 0.00069046792973319739 0.0025956039605815901 0.0004586378938707628 -0.0018989698773996368 2.2424321653842481e-05 0.0001483373299836692 0.0009137018239802826 0.00019764855808135229 -0.00016177639696629404 0.0012715582872166009 -0.00017775685290250928 -0.0010336021318862092 -0.001806155860237338 6.5138890699986232e-05 0.0014992223484073168 -0.001349187569843634 -0.00074913213286086566 -0.00018478385259565792 1.958271410764778e-05 0.00058469357078346721 -0.00086726177603061491
leaf_weight=0.0010355001248204534 0.53115921231664209 0.50621100991389223 0.51204930968013651 1.0023319732580056 5.0095019060500574 0.51110512810936448 0.0016673551674121203 0.0013974608165118188 0.0010289515121070228 1.0077231892641094 0.53076764001650634 0.50206362573954144 0.51655356494490601 5.020052086135097 1.0024063560355676 0.51336233445619583 0.50158483764616268 1.9095195695526852 0.50902118445281419 0.50124035171216008 0.50638005881456516 0.51305454722557886 3.01289181758405 0.51066410000319951 0.5097577710327349 0.50716298041822128 0.5010714415802795 15.069362404869841 0.50241689656819222 0.50991058382984988
leaf_count=243 193 10 38 24 145 139 599 157 123 25 96 69 151 184 25 248 31 57 58 27 59 134 81 110 72 35 10 1390 7 93
internal_value=1.81407e-08 -0.000140712 -5.69246e-05 -0.000700873 9.25066e-05 3.53275e-05 -4.16545e-05 -4.31342e-05 -4.16708e-05 0.000197426 0.000511758 5.39149e-05 -0.000736935 0.000177213 0.000690618 -4.33266e-05 -6.50221e-05 0.00013262 4.41442e-06 0.000552482 -6.19454e-05 -0.000310936 -9.29565e-05 -8.00085e-06 -0.000364233 3.54574e-05 0.000665203 -5.44621e-06 -3.25835e-05 -0.000339189
internal_weight=42.7345 8.57151 8.04036 1.51438 6.52597 34.1629 23.1627 23.1617 23.16 11.0002 3.44801 7.55218 1.01862 6.53356 1.51351 23.1586 22.6453 2.91724 6.01976 1.01026 22.6443 4.03233 3.51927 18.6119 2.02367 16.5883 1.01174 15.5765 1.51391 1.0115
internal_count=4633 495 302 62 240 4138 3392 3149 2550 746 178 568 220 348 164 2393 2145 82 230 85 2022 274 140 1748 203 1545 120 1425 131 124
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=16 15 9 23 23 8 19 5 9 17 16 18 7 18 23 23 9 2 20 8 21 23 23 23 23 6 19 20 20 20
split_gain=2.19063e-05 3.40684e-05 5.37351e-05 0.00012799 0.000142661 1.91211e-05 2.3062e-05 4.68039e-05 4.0138e-05 0.0001421 5.12306e-05 0.000103103 8.56387e-05 0.000203894 6.00088e-05 4.17294e-05 6.84001e-05 3.82469e-05 2.93228e-05 8.17063e-05 2.55186e-05 1.82602e-05 8.88798e-05 3.5072e-05 2.20668e-05 0.000111167 4.50215e-05 2.28172e-05 0.000111506 2.85499e-05
threshold=9.7049773055000017 15.840011140850001 177.59430306730005 0.08729000000000002 -0.17949499999999999 8.8430989333000021 14.351157895250003 20.201591378100002 188.90361612170003 187.81654873955003 22.614947116400003 13.304953393500002 23.209106085000005 13.063922652800002 0.10176000000000003 0.10249000000000003 202.86134752310002 238.63425815445001 41.257948413050009 8.543332867800002 15.004713615700002 0.10487000000000003 0.11458500000000002 0.12001500000000002 0.096480000000000024 14.745344522600002 12.451004585100002 38.238138001450004 36.165040341950011 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 21 -8 9 20 11 -10 13 -12 18 16 -14 -18 -13 -20 -9 24 -23 -24 27 26 -26 28 -4 -29
right_child=1 2 5 -5 -6 -7 7 8 10 -11 12 14 15 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.013618762508558761 -0.018260286508004476 0.021506750442212334 0.00019496357313534348 0.040310150237157172 -0.022280087144037546 -0.0006031730638290868 0.0010473098614756781 -0.00036250254779958711 0.0015444567067873531 0.0019158731213722597 -4.8456459892799635e-05 0.00016930874773674607 0.0013724730167014915 -0.0024685627296598157 0.0007713706974677981 -0.0003133565553294191 -0.00066334977540223237 0.00056738186461421588 -0.0014393203266452519 -2.5450708385398411e-05 0.00053482394134036939 -0.0014622415605715486 0.0007073039637165104 -0.00018198056786955191 0.00020550064284599883 0.0015672394739404448 -0.0008862218019705056 0.0007284760185163996 -0.0016175722145110559 -3.3396688671298912e-05
leaf_weight=0.0011810893843450234 0.0010217449620800725 0.0015608166589265379 1.0064767976128126 0.0011176094946499212 0.001421952224946824 0.52090707464758779 0.51677487465019467 0.8590974313880213 0.51372716584317846 0.51704832952681545 1.0513411557075913 2.5070177129600779 0.5108288990290365 0.52046424295686211 1.0117382469306901 1.5042431611964273 0.50458153841145736 0.50543741244132434 0.51347155689608959 2.0037079053378193 0.50218115404641139 0.51730299972368232 0.50760420191441369 3.5108831657422854 1.5029517345194339 0.52359398425795678 0.50455403405401789 0.50453464005688786 0.5121036588667941 19.575300989045701
leaf_count=592 354 327 78 159 680 204 88 42 45 95 31 27 31 56 26 25 31 38 141 35 12 94 22 131 44 72 78 9 119 947
internal_value=2.62867e-08 -3.50119e-07 8.6486e-08 0.0114472 0.000632592 -1.01204e-06 6.41967e-06 0.000113967 7.69354e-05 0.000504573 4.87346e-06 0.000184478 -0.000251027 -0.000849814 6.87283e-05 6.00962e-05 0.000429472 -4.74625e-05 -7.2765e-05 -0.000313862 -3.14752e-05 -4.43862e-05 -0.000228473 -6.96486e-05 -9.78218e-06 0.00026957 -6.88861e-05 -4.25192e-05 -0.000416269 -1.42535e-05
internal_weight=42.7342 42.733 42.732 0.00410038 0.00298277 42.7279 42.207 13.5417 13.0249 1.87833 11.1466 6.54966 4.5969 1.57181 6.03594 3.02509 1.52085 1.01002 5.0242 2.51718 1.36128 28.6653 4.53579 4.01849 24.1295 2.5311 2.00751 21.5984 1.51858 20.0798
internal_count=4633 4041 3687 1166 1007 2521 2317 723 635 149 486 274 212 87 229 125 100 69 203 176 54 1594 247 153 1347 194 122 1153 197 956
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=16 15 9 23 2 23 7 19 18 0 21 20 23 6 15 6 22 12 21 23 19 9 10 20 2 18 16 21 23 20
split_gain=1.77789e-05 2.7693e-05 4.39282e-05 0.000105837 0.000124043 1.61281e-05 9.18043e-05 0.000154998 7.15152e-05 3.98929e-05 4.09371e-05 8.843e-05 3.55209e-05 4.33942e-05 4.24364e-05 0.000229853 0.00028857 6.63165e-05 3.54304e-05 6.48208e-05 3.16561e-05 0.000116685 3.10729e-05 3.07078e-05 4.92829e-05 2.77324e-05 2.62171e-05 2.51438e-05 0.000161181 7.76012e-05
threshold=9.7049773055000017 15.840011140850001 177.59430306730005 0.08729000000000002 185.72519583365002 0.10487000000000003 22.958251375150002 14.251149826300002 13.988302431200003 86.345209775600011 12.156412995750001 42.546237522150008 0.091510000000000022 16.565387047600002 38.86986296220001 16.505385645700006 -0.11051999999999999 148.96091148645004 8.9448347342500032 0.091705000000000023 14.451165964200003 204.89606367675003 61.923256118600001 39.746231405950006 69.881082014850008 13.141419083100002 22.624947093000003 3.2738626606000003 0.081775000000000028 38.911218973650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 12 7 -7 9 25 11 -11 13 20 17 16 -16 18 23 -20 27 -22 -17 24 -14 -8 -23 28 -4 -29
right_child=1 2 5 -5 -6 6 8 -9 -10 10 -12 -13 14 -15 15 22 -18 -19 19 -21 21 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.012279746362935592 -0.016489422293338853 -0.026895969786100413 0.00015979645356751289 0.036880190415177164 0.015781152774933756 0.00023927996610243783 0.00011005324067341056 -0.0022245747714296814 -0.0011366248507791435 0.0012625315163177374 -3.3559800371594354e-05 -6.2354949131560096e-05 1.4169500785993982e-05 0.00086860405824040082 2.0802935617287148e-06 0.00023909757123986888 0.0033492950129402539 -0.0010482863407180684 0.00038338902901398993 -0.0012199988498779238 -0.0017016025077028771 -0.00037840155033852995 -0.0004879987630925894 0.00011565172701884478 0.0014075803072889177 -0.00049651266767771602 0.00064224783880949374 -0.0012101137522715292 -0.0018764607040320331 3.9991051233993079e-05
leaf_weight=0.0011790080509318504 0.0010185090332573967 0.0010581634994531325 1.5138299705967737 0.0011003546632944424 0.0019110406676958892 0.5022615285434131 1.5011470903250625 0.51932679429144812 0.51843072430284109 1.0149616460967084 2.0016715108286007 1.0002728877298066 0.50199744885685615 0.51352494614657729 0.50222450514257866 1.4060958937619719 0.52871102677021753 0.5167210024430825 0.50127653848039655 0.50730969023756178 0.52914481362415244 0.50267868637174096 1.0099035342759632 5.0103555920204279 0.5134401522217078 1.5139382156630745 0.50400354681573845 0.51021407454966095 0.52303765342647368 18.561208523904103
leaf_count=592 354 642 218 159 365 19 8 96 209 33 12 7 18 126 9 36 110 154 3 67 186 33 23 77 76 35 23 60 219 664
internal_value=3.57355e-08 -3.03065e-07 8.99524e-08 0.0103892 0.000571901 -8.99547e-07 -0.000123538 -0.00101323 -3.16158e-06 8.04025e-05 0.000286756 0.000604917 2.9879e-05 -4.03993e-05 0.000177858 0.000468595 0.00171869 4.51421e-05 0.000125462 -0.0004231 -6.10138e-05 -0.000499349 -6.48334e-05 0.000217279 0.000718726 -0.000194516 0.000132595 -2.91208e-05 -0.000363084 6.54724e-06
internal_weight=42.734 42.7328 42.7318 0.00406956 0.0029692 42.7277 8.57201 1.02159 7.55042 7.03199 4.01691 2.01523 34.1557 23.1576 10.998 3.44693 1.03094 7.5511 7.03438 1.00859 22.6441 1.53583 2.416 6.02579 1.01544 3.01509 1.00668 21.1083 2.03687 19.0714
internal_count=4633 4041 3687 1166 1007 2521 419 115 304 95 52 40 2102 1529 573 178 119 395 241 70 1403 242 59 171 94 43 56 1161 437 724
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=15 7 20 19 6 19 5 8 21 21 21 15 13 6 21 10 10 20 19 20 20 21 15 7 22 21 22 23 18 6
split_gain=2.81292e-05 0.000152446 2.9451e-05 7.8218e-05 4.3554e-05 3.67963e-05 7.01128e-05 6.28404e-05 5.36441e-05 7.44059e-05 8.01148e-05 5.7916e-05 5.82687e-05 9.3297e-05 3.15957e-05 2.85148e-05 4.0446e-05 0.000186437 3.92367e-05 2.77355e-05 1.94344e-05 4.88582e-05 4.39128e-05 2.14126e-05 4.76326e-05 3.01445e-05 6.49791e-05 2.88059e-05 2.07933e-05 1.69729e-05
threshold=46.435439118750004 23.543468673550006 42.206017975500011 14.451165964200003 16.465384711100004 14.351157895250003 20.452758643300005 8.2435668022500028 5.6808520270500003 13.367933388000003 7.3938557349000016 36.776646943950006 117.60660091645001 16.605387982250004 4.6112647835500011 61.923256118600001 62.014663695050011 40.621691032550004 14.251149826300002 42.206017975500011 40.986363433950011 8.9448347342500032 33.423812040500003 24.899526511700007 -0.036264999999999999 2.4659823166500003 -0.093604999999999994 -0.08138999999999999 15.329371696850002 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 14 15 -7 -8 11 10 -10 -9 -13 -14 -4 18 17 -17 -1 -3 21 23 -22 24 27 26 -25 -18 -27 -16
right_child=1 19 3 -5 -6 6 7 8 9 -11 -12 12 13 -15 29 16 20 -19 -20 -21 22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=4.5438991216307785e-05 -0.0018337096349477862 -0.00023580274412112815 -0.00077939128604239565 -0.0013353031813846292 -0.00096478460800933927 0.0013528275881230171 0.00074924666897686941 -0.0012108224209737763 0.00014804081984441623 5.2060023559024177e-05 0.001914798467122906 0.00027790362141389872 -0.0015694282026625661 9.3498545598667216e-05 -5.2143626007787446e-06 9.3082001336395025e-05 -0.00071569353625565663 -0.0021168477720224545 0.0011257737681256942 0.0008124304094062982 0.0010445386091855007 -0.0010174618171706555 7.1693378475296235e-05 0.00013185973077917305 0.0010000619394146509 -0.00065091790928326976 -0.0014713109351946563 6.5610247208397731e-05 4.3550417920157595e-05 0.00059458971536657703
leaf_weight=1.0007983596905665 0.50899883329852968 0.50441113478314725 0.50992619506601933 0.51625644271548132 0.51296989056558118 0.51865479013760207 1.514721708511386 0.50963300432158609 0.50965203416126292 3.0132769255501444 0.51704235275065002 2.0094336171898708 0.55575683668212128 0.85862437127826752 7.5311782618485825 1.5050157266544517 0.50589540235989172 0.51148479709953409 0.50623415042310682 0.5052621420648542 0.51714221915011016 0.51166331843011725 4.5139047253300628 0.50185250517015445 0.52296480820324553 0.50337413804851383 0.50949209498858916 7.0203690879684268 3.0044735620972878 0.50330520962464209
leaf_count=187 129 34 475 107 297 94 52 39 25 40 42 56 32 48 998 46 65 74 19 44 296 214 100 188 153 36 251 249 221 22
internal_value=4.71486e-08 -0.000422611 1.5621e-05 -0.000138057 -6.98157e-05 6.21188e-05 0.000220682 0.000158795 4.66257e-05 0.000302565 0.00103778 -0.000216245 -6.82021e-05 -0.00055992 -1.60856e-05 -1.12222e-05 -4.26363e-05 -0.000467466 0.000408339 0.000288756 4.66438e-06 -5.95803e-05 0.000171692 -2.05847e-05 7.72172e-05 -0.000194782 -0.000675781 1.30931e-05 -5.61054e-05 3.23592e-05
internal_weight=42.7338 1.51867 41.2151 9.57364 9.05738 31.6415 10.0068 9.48814 7.97342 4.03997 1.02669 3.93345 3.42381 1.41438 8.54441 21.6347 20.1276 2.0165 1.50703 1.00967 18.1111 13.0801 5.03105 12.5684 8.04923 4.51919 1.01134 7.52626 3.50785 8.03448
internal_count=4633 207 4426 1899 1792 2527 428 334 282 107 67 175 136 80 1495 2099 1893 120 206 78 1773 1377 396 1163 467 696 439 314 257 1020
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=8 8 5 7 20 18 19 19 9 9 3 0 20 18 7 20 7 6 16 18 21 20 2 13 13 5 5 20 15 15
split_gain=2.29744e-05 3.04185e-05 4.63672e-05 1.79392e-05 5.83194e-05 5.67988e-05 0.00233204 0.00366966 0.00257673 0.00179923 0.00135481 4.52141e-05 0.000282123 4.08641e-05 7.78113e-05 0.000149729 3.60029e-05 2.55444e-05 5.52536e-05 2.83829e-05 2.48887e-05 6.32402e-05 5.9947e-05 0.00230599 0.00296898 0.0005651 0.000429215 0.000479464 0.000284506 7.12999e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.721067571950005 33.361153777850006 12.964611930900002 14.351157895250003 14.551174033150001 188.55070358395002 185.98753508445003 93.969677033550013 86.345209775600011 41.741384785950011 13.304953393500002 23.109894804950002 34.823977857500005 23.156313609200001 16.525386113000007 22.654947022900004 13.360173059150002 13.165437349500001 40.722669576350008 208.96971526550001 117.69263157665002 116.87802876315001 22.573811927200005 21.363989181350004 42.477827694800006 23.340124910500005 45.102215827400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7 9 10 -8 -9 12 16 -13 -15 -16 -6 18 19 -17 22 -22 -21 24 26 -26 27 28 -24 -27
right_child=-2 2 -4 4 11 6 7 8 -10 -11 -12 13 -14 14 15 17 -18 -19 -20 20 21 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=4.9734623694928882e-05 -0.00066014494612265026 0.00086888672147932054 -6.6164588809502626e-06 0.02250073549711528 -0.00047833318425866085 -0.00014882159371693498 0.016507120149043337 0.093416823161181647 -0.094413543035814632 0.094336908159892111 -0.035437802422846602 0.0005149519983174602 -0.0025033447550797134 -0.0012381890462518606 -0.038121993885476241 0.00075560042537260437 0.00010445765276640082 -0.00033635568950483402 0.0010665834966081997 -4.4026500520134101e-06 -7.1673533439501491e-05 0.0012966098723964118 0.056217561291496271 7.3690533588411094e-05 -0.035079913121788237 -0.079209688957078125 0.053440195501490761 -0.051024772112422748 -0.0077855715145306566 -0.10008655540429451
leaf_weight=4.9181044399039333 0.52067901076270473 1.0116217961165141 1.5046433691299794 0.0011477916304504223 1.5175720064474383 0.5075983167497008 0.0046653071880200523 0.0017668250075075767 0.0029900503619870733 0.0081750926190693463 0.0015162188683461864 1.5170058777876843 0.52688683968539418 0.51305042165451809 0.0010299648899366734 0.50370554940310341 3.5157269969005824 2.0082353711604801 0.50806211116559907 21.612303905417637 1.0020292620348499 0.50955870330791508 0.0012386957880130426 0.50039394857594743 0.0025062720465029997 0.00294061520617106 0.0019263048662718774 0.0014138119770198548 0.0015809568732931822 0.0036870830190309789
leaf_count=635 204 34 38 177 37 430 33 36 14 37 16 42 166 66 74 5 45 30 56 1415 58 287 208 3 35 20 55 212 139 26
internal_value=5.45319e-08 8.19779e-06 0.000345365 -1.31742e-05 -3.99765e-05 0.000155432 0.00114237 0.0354327 -0.0272563 0.066059 0.0339075 -4.07319e-05 -0.000301724 9.84772e-06 -1.83504e-05 5.12388e-06 -7.12575e-05 6.59688e-06 3.45357e-05 1.28177e-05 -3.00933e-06 0.000389577 -2.98273e-05 -0.00109537 -0.0393456 -0.0755282 0.0143074 -0.0034987 0.0203315 -0.0908238
internal_weight=42.7338 42.2131 2.51627 39.6968 34.252 5.44482 0.526712 0.0191135 0.00627309 0.0128404 0.00328304 34.2509 5.56019 28.6907 27.1737 26.6606 5.0333 26.6596 24.6513 24.1433 23.6396 1.51159 22.128 0.515688 0.0152937 0.00913397 0.00615977 0.00423346 0.00281965 0.0066277
internal_count=4633 4429 72 4357 3156 1201 566 136 66 70 52 2979 248 2731 2689 2623 82 2549 2519 2463 2458 345 2113 698 695 81 614 559 347 46
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=15 7 7 20 3 19 18 17 22 2 8 16 21 6 6 17 10 19 10 20 5 15 5 0 5 16 23 21 23 23
split_gain=2.27367e-05 0.000122493 3.24e-05 2.30546e-05 6.73987e-05 3.353e-05 6.36871e-05 6.49263e-05 0.000111366 8.77546e-05 5.96572e-05 5.52062e-05 4.20446e-05 0.000105241 3.13615e-05 3.07861e-05 2.60459e-05 3.65459e-05 3.49242e-05 0.000148794 2.53004e-05 7.22598e-05 4.40947e-05 1.96005e-05 8.84488e-05 3.80618e-05 2.19765e-05 0.000101242 2.9127e-05 3.45501e-05
threshold=46.435439118750004 23.543468673550006 24.068567769550004 42.206017975500011 93.499196860750018 14.351157895250003 13.845746551550002 198.11416596120003 -0.11963999999999998 82.092636011950006 8.3434888241000014 22.644947046300004 5.514213733400001 16.605387982250004 16.465384711100004 191.20566072810004 61.923256118600001 14.251149826300002 62.014663695050011 40.621691032550004 21.701709660250007 36.776646943950006 22.825270530250005 98.230883170350012 13.713273242250002 15.124964631250002 0.10307000000000002 5.0655779142000013 0.10176000000000003 0.096480000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 14 16 7 9 -9 -7 11 -11 13 -12 20 -14 17 -1 19 -18 21 -5 -22 25 -25 -20 28 -28 29 -27
right_child=1 2 -4 4 -6 6 -8 8 -10 10 12 -13 15 -15 -16 -17 18 -19 23 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=3.6001412779029378e-05 -0.0016439491436634917 0.00082245385481445837 -0.0003107295667760511 7.3734754076466242e-06 -0.0012302999070640632 0.0014411758222913442 -0.00087903202147067937 -4.2685328691289622e-05 0.0020513427665479942 0.0010836868535838288 -0.001597595308044957 3.7575746429300427e-05 0.0004744981249001311 2.6254614081961726e-05 -0.00081872022135888272 -9.6989852513848309e-05 6.1542716389372521e-05 0.001078754170264419 0.00089746054554046728 -0.001911858419465682 0.0011149828823116077 -0.001228431530932295 -0.00020643258654257535 1.080829305507887e-05 -0.0014343942913465353 -2.1628784424911681e-05 0.0014578297273713779 -0.00053539769892940443 -0.00076375061849558059 0.00081794278834955686
leaf_weight=1.0007358856860165 0.50947195665430456 0.50667772487835427 0.50260303505864812 7.0258045791585175 0.51887040915224858 0.51391602098009936 0.51268751077651664 0.50018367580264567 0.5159488296853858 1.0130007789703088 0.56532262057498872 1.0048989767637975 1.5082870204614662 1.3574654802865209 0.51182207587436401 2.5134527480593079 1.5047008809621143 0.50607561069559448 0.50690169888116976 0.51212069388823911 0.50723400724189616 0.50731213988370871 0.50289155963105081 2.5021573512116966 0.5097557185022511 12.558405092137589 0.51099453554809382 0.50832700286079557 0.50378205884905547 0.51006342316299047
leaf_count=187 129 36 42 1227 475 79 107 15 45 27 31 16 27 38 50 43 46 19 88 74 46 50 51 712 270 504 65 50 16 68
internal_value=6.35232e-08 -0.000379917 0.00025815 1.40663e-05 -0.000121899 5.52091e-05 0.000206586 0.00026522 0.00102057 0.00017467 9.29262e-05 0.000562731 -6.65515e-05 -0.000451177 -5.8386e-05 0.000117337 -1.47989e-05 0.000386219 -4.48209e-05 -0.000439552 -1.28347e-05 -7.58509e-05 0.000457115 -8.62524e-07 -0.000233787 4.56024e-05 1.60094e-05 0.000463824 -1.7623e-05 1.11398e-05
internal_weight=42.7319 1.51875 1.00928 41.2131 9.57393 31.6392 10.0052 9.49248 1.01613 8.47634 7.96243 2.0179 5.94453 1.92279 9.05506 4.02174 21.634 1.50681 20.1272 2.01682 8.54324 7.53312 1.01013 18.1104 3.01191 15.0985 14.5916 1.01932 13.5723 13.0685
internal_count=4633 207 78 4426 1899 2527 428 321 60 261 182 43 139 69 1424 70 2099 206 1893 120 1374 1277 97 1773 982 791 703 115 588 572
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=8 14 9 9 8 9 17 2 5 7 7 18 0 20 7 20 18 7 18 20 18 15 14 12 18 22 4 6 15 22
split_gain=2.56657e-05 1.92331e-05 2.31693e-05 7.29673e-05 1.95278e-05 9.09824e-05 0.000185403 7.49179e-05 3.25066e-05 1.84909e-05 0.000553157 5.03732e-05 3.58225e-05 0.000207629 4.45765e-05 4.39983e-05 4.12159e-05 5.10677e-05 2.02666e-05 8.01909e-05 6.46895e-05 4.63402e-05 0.000140851 3.52394e-05 3.05501e-05 7.56491e-05 2.88901e-05 2.86221e-05 2.18135e-05 7.26719e-05
threshold=8.8430989333000021 144.12207640715005 53.996381295800006 40.734022239000005 8.7431769115000026 179.11733629770001 186.34046889365004 190.3068252971 21.990725385850002 22.721067571950005 22.747724408400003 12.964611930900002 86.345209775600011 41.741384785950011 23.156313609200001 33.361153777850006 13.304953393500002 23.109894804950002 14.414681958350002 38.238138001450004 14.598777227650002 31.584168001000005 161.20841567470003 94.177001085000015 13.988302431200003 -0.083330000000000001 147.36370056065002 16.525386113000007 40.856592954650004 -0.094409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -6 11 -11 -7 13 14 -12 -14 -17 -18 21 -20 -21 22 26 -22 27 -26 -19 28 -23 -30
right_child=-2 2 4 -5 8 9 -8 -9 -10 10 12 -13 15 -15 -16 16 17 18 19 20 23 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.012343763825928429 -0.00069783022606430831 -0.0051874605981141386 0.018406599045018682 0.02989782098420974 0.0007174650012544523 6.4683600262320498e-05 -0.048784956047390603 -0.018684426519885385 -1.5896715877788948e-05 -0.033400601821685617 -0.00051727814002534291 0.0010961994636158438 0.019817464785792414 -0.0021501197106204126 0.00013130474733727044 0.00052242143187118488 -0.0010033671954356896 0.00045399465686645711 -0.0013138483481624434 -0.0011373722615172506 0.00082967011658500772 8.7675665902130275e-05 0.0019476351879646259 -2.4512529890518086e-05 0.00036738724329683781 -0.0013563172204575378 -0.0006177701687765431 -0.00027636377877936268 -0.00028270519474054185 0.0014070603367570837
leaf_weight=0.0012604620266064561 0.52052713305943044 0.001388789590756842 0.0011389988818876397 0.0010341548247205699 1.010266761609045 4.916398026846621 0.0011612482504959132 0.0010434365518509903 1.5045433672568718 0.0049679007018700308 1.5167766064841757 0.52386612909667452 0.0011220155090104758 0.52714727472897305 3.5163363972546904 1.5141453628402946 0.51153107667556952 0.50207205747938377 0.51306181418799823 0.50995306009078589 0.50616828956104853 9.0181695645528333 0.51726799324222827 10.541519467903038 0.50475387320738818 0.5137724440335194 0.50396024902988756 2.0081491370765425 0.50087463528325316 0.51745607500561053
leaf_count=36 204 694 536 208 32 99 153 208 37 13 35 155 27 159 44 33 35 6 288 64 73 162 70 948 91 108 43 22 7 43
internal_value=6.98495e-08 8.67598e-06 9.04484e-06 0.00978755 8.4835e-06 -8.63746e-06 -0.0165035 0.000673139 0.000278714 -7.24784e-06 -3.44515e-05 0.000164013 -2.96109e-05 -0.000261915 -6.41519e-05 1.54201e-05 1.46455e-05 -1.36535e-05 5.33835e-06 -9.05116e-05 -3.62058e-05 8.46568e-05 0.000606614 1.46233e-05 2.37912e-05 -0.000502096 -8.28935e-05 6.82615e-05 0.000137216 0.000575935
internal_weight=42.7318 42.2113 42.21 0.00242294 42.2076 39.6928 0.00334368 0.00218244 2.51481 39.6895 34.2492 5.44026 34.2442 5.56026 5.03311 28.684 28.6829 27.1687 26.6572 12.0707 11.5576 14.5865 1.5233 11.0477 13.0632 1.01853 1.00603 12.0446 10.0365 1.01833
internal_count=4633 4429 4393 902 3491 3422 897 744 69 2525 2271 254 2258 238 79 2020 1993 1960 1925 1373 1085 552 119 1021 433 199 49 234 212 50
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=15 21 8 19 20 3 7 7 10 9 2 21 16 20 13 17 18 8 23 21 0 3 13 10 23 18 21 15 15 15
split_gain=2.48389e-05 0.000101654 2.11802e-05 3.11405e-05 7.4483e-05 0.000159318 6.9998e-05 0.000170413 4.93644e-05 0.000166788 8.68848e-05 6.74465e-05 5.35653e-05 7.87422e-05 0.000160436 4.70283e-05 5.79373e-05 2.34858e-05 4.09634e-05 2.06439e-05 2.19332e-05 7.83004e-05 4.0634e-05 4.96207e-05 1.35339e-05 5.95203e-05 3.0349e-05 2.89782e-05 5.63046e-05 2.33517e-05
threshold=46.435439118750004 15.294585115650001 8.8430989333000021 14.351157895250003 40.00488309970001 94.472418703950012 22.812602664350003 22.460452099450002 61.987779113750001 198.44478460200003 198.08048018110003 14.849677877150002 22.624947093000003 40.467253020850002 117.22752832010001 195.44378352670003 13.876389391100002 8.543332867800002 0.10526500000000003 14.202008575100001 85.799452775150016 93.571785230250015 117.64961624655002 62.020040611300011 0.050735000000000009 14.414681958350002 3.7576866553000006 39.203018015350004 43.376643616500012 36.136500007950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 19 5 -5 7 -6 9 -8 -11 12 15 -14 -15 17 -17 18 -10 20 -1 22 23 -22 25 26 -25 29 -29 -26
right_child=1 -3 -4 4 6 -7 8 -9 11 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.00034708970201929282 -0.0015396582672436612 0.00018878108985486948 -0.00061932068698477031 0.0021329583669060263 -0.00044887396418720861 -2.6561843190191092e-05 -0.0020076109112597967 0.0021281515891113443 0.0013148355890969664 0.0011331544098867224 -0.00072086064446487516 -0.00069001986660906722 -6.3918339637919521e-06 -2.8519775096404329e-05 0.0024835305232046917 -5.6506118572088275e-05 -0.0012523006870983468 8.989860717125907e-05 3.9969449734312525e-05 -0.0006635934633177484 -0.00072619823307072315 -0.0012759308706210776 0.00086765162247568611 0.00068523311314002148 2.7983854301813911e-05 -0.0011906396604270128 -0.00018208152124249834 0.0012823449829338718 -0.00020994679738327218 -0.00033116465882989423
leaf_weight=1.5071243050457912 0.51475288642612937 1.0038037295822304 0.52023734132322985 0.56822987500709021 0.50783269177662649 0.85665819224414008 0.51246190021083649 0.51870041591519112 0.50749866238856911 0.50596921369287862 0.50509213650184392 1.0041479669975641 1.0008221428133768 0.50229069319971109 0.51482705475063995 2.0093380751961836 0.50751605710070169 2.0025112237219673 0.50070148857776076 0.51378176442067669 1.0078485127030052 0.50694353673387027 0.50453409018518769 0.5051260192342556 18.083262580170633 0.51194445379271858 2.0043540571209189 0.50867719969188729 0.50269580901985478 2.0117906269215622
leaf_count=632 187 20 186 75 53 17 27 83 71 10 36 22 13 21 29 39 73 14 4 390 20 22 10 64 1866 347 101 66 23 112
internal_value=6.90132e-08 -0.000397117 1.4704e-05 2.28097e-05 0.000154 0.000834631 6.66262e-05 0.00085328 -1.35398e-05 -0.000537953 0.000206951 7.99091e-05 0.00018237 0.000623342 0.00124299 2.13856e-05 -0.000297634 0.000288076 0.0006817 -3.55225e-05 -2.38537e-05 -4.52349e-05 -2.09023e-05 -3.87377e-05 -1.00217e-05 -0.000207971 -7.50226e-06 1.83151e-05 0.000540612 -7.97184e-06
internal_weight=42.7315 1.51856 41.2129 40.6927 12.5246 1.42489 11.0997 1.02653 10.0732 1.52352 1.01106 8.54965 7.54551 2.01794 1.01712 5.52757 2.51685 3.01071 1.0082 28.1681 27.6543 26.1472 25.6402 25.1357 24.1279 3.02142 2.50948 21.1064 1.01137 20.0951
internal_count=4633 207 4426 4240 587 92 495 136 359 73 46 286 264 63 50 201 112 89 75 3653 3263 2631 2609 2599 2579 512 165 2067 89 1978
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=15 7 20 8 19 20 3 7 10 8 23 21 22 21 20 13 7 6 3 0 13 10 22 19 0 0 15 5 22 9
split_gain=2.01134e-05 0.000101477 2.94145e-05 1.71495e-05 2.52359e-05 6.03894e-05 0.000129375 6.73413e-05 4.25988e-05 0.000135088 0.000152776 5.6684e-05 4.43097e-05 7.42236e-05 0.000191539 4.70445e-05 2.49799e-05 4.84584e-05 1.85955e-05 6.31852e-05 3.20194e-05 5.41781e-05 1.57101e-05 4.98786e-05 0.00344065 0.000355003 4.88988e-05 0.000177361 3.31098e-05 0.000162555
threshold=46.435439118750004 23.543468673550006 42.206017975500011 8.8430989333000021 14.351157895250003 40.00488309970001 94.472418703950012 22.773029501100002 61.987779113750001 8.7431769115000026 0.11148000000000002 14.849677877150002 -0.066979999999999998 12.377125061300001 42.546237522150008 117.47755492620001 23.299327580650004 16.485385178400005 93.794927255050013 85.968825637350008 117.64961624655002 62.020040611300011 -0.095074999999999993 13.151061067750001 97.139369169350019 95.217121606100008 39.203018015350004 20.872540794500004 -0.059424999999999999 203.80256579455002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 18 6 -6 -7 9 10 -9 12 15 14 -14 -10 -17 -18 19 -1 21 -21 23 24 25 -23 27 28 29 -24
right_child=1 2 -4 -5 5 7 -8 8 11 -11 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011590176748542875 -0.0015071246020235502 -0.00031676133032794917 0.00076306836691981538 -0.00055715445665411396 0.0019231283288678532 0.0011667560073992656 -2.3904792854451428e-05 -0.0023511320515038222 -0.00089541465442013178 0.0008543368707526381 9.7514716785163168e-05 -0.00062071772028558054 0.0025318257244712362 7.6998787646681124e-05 -0.0002111010153620644 -3.5960556777416525e-05 0.0012467827516817074 4.7415247844232692e-05 0.00026132018060345596 -0.00076542847501598311 0.0007562890139528475 0.032413648612681811 -3.1811150050442494e-05 3.3396164268124314e-05 7.2302243989999401e-05 0.082125562727855303 0.00089462730280631729 -0.0019280385037405328 3.3721020110318465e-05 -0.0019587097748462101
leaf_weight=0.50785081938562626 0.50988292331185547 0.50398001390534453 0.50506570108531079 0.52043869077321758 0.56725620949509792 0.52381779117655369 0.85666768508599489 0.5178388410372452 0.51231903021425296 0.50455435700087026 0.5016280418203678 1.004599980643859 0.51745081217132172 1.5053721424483226 0.50113845359965126 3.5010739671961915 0.50753304004183508 1.0018273322104958 2.0077633516596505 1.0114808877911894 0.50436955453187593 0.00195609907943639 3.0157569931015278 6.0137777646318478 0.5056367775508378 0.0054081392439903064 0.51286160393988112 0.51278350129653816 13.05688482362344 0.51215907091175106
leaf_count=23 129 34 44 186 75 128 17 48 54 19 6 22 51 18 13 28 79 29 676 28 12 204 201 329 831 42 83 82 902 240
internal_value=7.65251e-08 -0.000357291 0.000223734 1.32477e-05 2.05431e-05 0.000138652 0.000751745 5.99979e-05 5.1779e-06 -0.000483938 -0.00114628 8.75331e-05 0.000175955 0.000523073 0.00118233 1.73187e-05 0.000110646 0.000450711 -3.19653e-05 -5.4474e-05 -3.26074e-05 -4.84291e-05 -1.8383e-05 0.000114137 0.00106064 0.068921 -6.74975e-05 -9.63575e-05 -3.9724e-05 -0.000311545
internal_weight=42.7311 1.51893 1.00905 41.2122 40.6918 12.5231 1.42392 11.0992 10.5753 1.52402 1.01947 9.05131 8.04671 2.52396 1.01859 5.52275 5.01043 1.50936 28.1687 26.1609 25.6531 25.1487 24.1372 6.52678 0.513001 0.00736424 17.6104 17.0976 16.5848 3.52792
internal_count=4633 207 78 4426 4240 587 92 495 367 73 54 294 272 82 64 190 136 108 3653 2977 2954 2942 2914 1406 1077 246 1508 1425 1343 441
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=15 21 19 8 22 10 6 18 0 8 21 6 22 6 10 23 2 16 9 6 13 20 21 8 6 19 16 20 20 0
split_gain=1.62903e-05 0.000100436 2.90674e-05 1.80199e-05 2.49357e-05 0.000284696 0.000295112 0.000115786 0.000173367 2.3554e-05 1.74817e-05 0.000133488 5.10868e-05 1.65104e-05 2.2513e-05 0.000102775 0.000335873 3.68239e-05 7.89891e-05 0.000143775 2.68236e-05 1.66652e-05 6.40902e-05 2.5768e-05 4.07883e-05 3.65789e-05 0.000120113 0.000218637 2.437e-05 6.74221e-05
threshold=46.435439118750004 15.294585115650001 14.651182102100002 8.8430989333000021 -0.16164499999999998 62.020040611300011 16.245379570700006 14.349689277800001 98.230883170350012 8.7431769115000026 14.849677877150002 16.485385178400005 -0.14704500000000001 16.625388449550005 61.987779113750001 0.11148000000000002 88.501682544250016 22.644947046300004 193.70978346765003 14.745344522600002 117.60122400020002 40.300545846000013 6.5613067478000007 8.1436447804000007 14.385336111050002 14.151141757350002 15.454963859600001 36.016191615950007 42.206017975500011 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -9 10 12 -12 -6 14 15 16 -14 20 -19 -20 21 22 23 24 -16 26 -25 -28 -23 -30
right_child=1 -3 -4 -5 9 6 -8 8 -10 -11 11 -13 13 -15 17 -17 -18 18 19 -21 -22 28 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.032687072708859531 -0.0014568846536578029 0.00026077382633065679 0.00075958096158396321 -0.00058396661410906796 -0.021647553649519927 -0.021259038372191213 0.0539083905038951 0.036810903473018929 -0.012615376637165289 0.00030543893591491295 0.00072030635238829615 -0.0015642780312404643 0.00025185597021259597 0.00043394671002301602 -1.4844460737113076e-05 0.00022851079334547093 -0.0027779248100955355 2.1211919492020143e-05 -0.00013686035500374332 0.0022457144373588863 -0.0007455042480194854 0.00012645358080556722 -0.0012119305131572961 0.00012356786464861092 0.0010204479087081006 9.40673789695804e-05 0.00020285765595863311 -0.0027196692399989136 -0.0012102337007581043 -2.123019691091803e-05
leaf_weight=0.0015159652324855015 0.51498453427956903 1.004278171634496 0.51358473050726061 0.51719487427203503 0.0010900658657168041 0.0013834282225171982 0.0015148565273435111 0.0015369656416172053 0.0013184024138742383 2.5131608329368182 0.51309260274375568 0.50994848573750029 1.006457478242796 0.86122019154338758 1.5069834933661763 2.0057418766700721 0.57488945466075314 2.5029493400322802 0.50095970893903519 0.51226142190535029 0.50086231144086824 12.557550814547822 0.51421128169293329 1.5054412413630047 0.50911088383384684 2.5095489295108564 0.50442525774971592 0.51972375166783991 0.50913538620264276 7.5346728966751106
leaf_count=339 187 20 70 156 268 240 34 96 367 43 253 37 29 183 351 17 76 34 16 45 5 447 196 31 66 54 25 107 69 772
internal_value=1.17782e-07 -0.000321461 1.19728e-05 2.53839e-06 1.00877e-05 0.00586628 0.0160243 0.00248528 0.0139894 9.02801e-06 -1.07522e-05 -0.000418475 6.32865e-07 1.27698e-06 -9.1388e-06 -0.000246769 -0.000849603 1.73433e-05 0.000322773 0.00106771 -2.01132e-05 -7.21616e-06 -0.000134105 -5.55486e-05 0.000246591 -0.000176431 -0.000444786 -0.00128023 3.94057e-05 -9.64885e-05
internal_weight=42.7307 1.51926 41.2115 40.6979 40.1807 0.00726962 0.00575365 0.0042388 0.00285537 40.1734 37.6603 1.02304 36.6372 36.6361 35.7749 3.58709 1.58135 32.1878 3.51617 1.01322 28.6717 28.1708 7.56944 7.05523 2.01609 5.03914 2.52959 1.02415 20.6014 8.04381
internal_count=4633 207 4426 4356 4200 1076 737 703 463 3124 3081 290 2791 2523 2340 122 105 2218 95 61 2123 2118 830 634 417 217 163 132 1288 841
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=23 12 21 3 23 13 23 22 4 15 12 6 2 6 7 23 20 2 20 9 3 6 3 4 14 7 18 18 20 17
split_gain=1.75869e-05 0.000135458 8.8652e-05 6.85396e-05 5.64266e-05 5.18224e-05 3.40424e-05 9.58386e-05 0.000811061 5.95465e-05 0.000185117 0.000148955 0.000254662 3.24775e-05 5.41211e-05 3.09887e-05 2.5528e-05 7.30322e-05 2.53997e-05 0.000117056 6.35003e-05 3.21567e-05 6.35405e-05 5.97372e-05 2.99501e-05 0.00170429 0.00239465 0.000965597 0.00103787 0.000251706
threshold=0.10487000000000003 165.75658866060004 5.0655779142000013 80.785478361850011 0.11148000000000002 117.51519334005 0.091885000000000022 -0.24023999999999998 269.33704784675007 37.882159664350006 133.01805689090003 16.505385645700006 258.06114663960005 16.565387047600002 23.853977146050003 0.09117500000000002 40.00488309970001 69.881082014850008 38.751720283100006 198.44478460200003 86.26455603170001 16.505385645700006 93.394346993650018 164.41789168470004 305.77019055010004 24.227986230350002 13.344136431100003 13.781134552700001 43.022303514600004 197.02652249450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -4 7 8 -1 10 16 12 -11 15 -15 18 17 -8 19 20 -9 23 -23 -20 -25 26 -26 29 -29 -28
right_child=1 2 4 -5 -6 -7 9 13 -10 11 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.024684777309596548 -0.0016766369404769476 1.7625890822009828e-05 -0.00012199475845099764 0.0016634370196214614 -3.584712653328889e-05 -0.0015546691720681712 1.2979143505287954e-05 0.00052553932094788925 -0.082752441672105645 0.0030340413524085042 -0.001810228094333654 -3.821865634403632e-07 0.00032391858795430099 0.0012422627143588176 -0.00021914617835512058 -0.00083059634141430879 3.4322566705029767e-05 0.0014820203038835448 0.001108796776109871 -0.0016817705996737661 -0.0008456852113303961 -8.6283341721850415e-05 -0.0013370731892959108 -1.2545041435833967e-05 -0.080099911769031973 -2.5762376801815378e-05 0.054637215690351765 -0.062878897853459487 0.073053894040633879 0.098531459763719548
leaf_weight=0.0017639019213506733 0.52986445519755498 0.50088607498196391 0.5012770020967563 0.51136475764150191 6.0191800087223823 0.50868641640249734 1.0022633013803621 1.0071186789394571 0.0011678935953464147 0.52951945500205977 0.52157440055767068 2.4174710260513734 1.0043956952488386 0.51398484444278014 0.49985005498410828 0.50594873369034132 4.509164355465388 0.51092532110312583 0.51037674055661497 0.51313486859832513 0.5081076597284534 2.0059026295650706 0.50925759995000053 16.568684148015095 0.0013632279030110364 0.50932343471880892 0.001940775766958433 0.0010888158729649433 0.0011601961853034415 0.0039968129671272834
leaf_count=236 193 48 33 53 150 18 26 199 262 102 322 61 35 448 8 83 92 75 118 108 78 49 85 971 41 556 40 24 100 19
internal_value=1.22203e-07 -0.000127951 -2.59048e-05 0.00084905 -0.000151905 -0.000843587 3.22582e-05 -3.42242e-05 -0.0181133 0.000182158 -2.93284e-06 0.00048869 0.00125947 -3.19841e-05 0.000521746 -5.67724e-05 0.000153591 0.000508998 -3.90899e-05 -0.00037636 6.57204e-05 -5.07697e-06 -0.000339537 4.27253e-05 1.08835e-05 0.000759006 0.0426133 0.0630474 0.00724465 0.0841841
internal_weight=42.7307 8.57126 8.04139 1.01225 7.02914 1.00996 34.1595 23.6642 0.0029318 10.4953 6.54393 3.95139 1.53392 23.6612 1.01383 22.6474 6.02235 1.51319 22.1415 2.02836 1.51523 20.1131 2.51516 17.5979 17.0876 0.518873 0.00954983 0.0081866 0.00224901 0.00593759
internal_count=4633 495 302 101 201 51 4138 3425 498 713 515 198 137 2927 456 2471 193 101 2388 385 277 2003 134 1869 1751 780 224 183 124 59
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=8 8 5 20 2 20 4 8 14 20 21 17 8 19 22 6 0 0 22 22 6 0 13 8 9 7 21 2 18 20
split_gain=1.88852e-05 1.71361e-05 3.00389e-05 1.55171e-05 0.00282822 0.00137241 0.00112756 0.000430225 0.000133373 0.00172251 7.4766e-05 6.66955e-05 3.3558e-05 6.02761e-05 3.15389e-05 4.17685e-05 2.60303e-05 5.21901e-05 0.000111221 0.000323578 5.03503e-05 0.000126928 0.000103753 4.38339e-05 3.80378e-05 4.04454e-05 3.71977e-05 2.35456e-05 2.26221e-05 9.98681e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 38.474425342400004 60.643165405350004 38.751720283100006 150.69347026435003 8.2435668022500028 156.96193988595004 38.804629908750009 1.9425901130500003 183.58889821140002 8.1436447804000007 13.951125619400001 0.18839000000000003 16.585387514950003 85.823648898300021 86.345209775600011 -0.051199999999999996 0.022350000000000005 16.505385645700006 86.09518316945001 117.60660091645001 8.4434108459500017 186.70853236170004 22.375171215700004 14.731151610350002 62.357017394150006 13.344136431100003 40.986363433950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 6 7 -5 -6 -7 -10 12 -12 -1 -14 15 16 23 18 20 -20 21 -18 -23 24 25 -11 27 -19 29 -29
right_child=-2 2 -4 4 5 8 -8 -9 9 14 11 -13 13 -15 -16 -17 17 26 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00071567702355753771 -0.00059832696809889916 0.00068241930191181442 -2.2548435159000212e-05 -0.012437397096384587 -0.022127278802847622 -0.019821004785214816 -0.10060743957886437 -0.10005970927931168 0.078782356016194613 -1.0488973475891042e-05 9.542118916382426e-05 0.0017100528373777827 -0.001154944101819064 2.206280225991305e-05 -0.00079958006930972282 -0.00090994628889782929 -0.001840761976369466 0.00070174170114917309 -0.0029915093450059017 0.00056589140556778932 0.00015335051647431331 0.0010992324677953477 -0.00092442261424890103 0.0011429224049982623 -0.00064467597358416418 0.0010859236312616698 0.00088606282549364953 -0.00014179390385970518 -2.5142625567888016e-05 0.0010760795658580475
leaf_weight=0.50975312529887462 0.52082305215334557 1.0103612050927488 1.5044245881531422 0.0023181673456229559 0.0011934478063854162 0.0033993929297214667 0.0038748918351639849 0.0017428120770546229 0.0027741642116571033 1.0034615979329378 0.50199427102004401 0.52170062492310998 0.51166731043710578 2.9074954841088356 0.50954391000598676 0.50474540379314348 0.50901132937014271 0.50313653930788405 0.51878499490743013 0.50418301503955121 3.0087382381007046 0.51038913984643819 0.50308110428886721 0.51055725502115823 0.50606401971142378 0.50616187329527518 0.511367232547001 2.0054801125352308 21.598255095793647 1.0136427472119285
leaf_count=529 204 34 38 29 36 24 30 12 15 262 66 224 79 58 198 224 48 8 41 10 43 45 6 75 69 29 279 19 1853 46
internal_value=1.56802e-07 7.54153e-06 0.000260685 -8.49601e-06 -3.21025e-05 -2.0055e-05 -0.0676039 -0.0683839 -1.42756e-05 -1.23369e-05 0.0001571 0.000918278 -4.12279e-05 -0.000154073 -1.86315e-05 -7.00198e-06 6.51703e-06 -1.84924e-05 -0.000296396 -0.0012382 -8.37744e-05 -0.000552382 9.47011e-05 0.000315254 0.000105612 0.000357127 4.17267e-05 2.45389e-05 1.06981e-05 0.000267096
internal_weight=42.7301 42.2093 2.51479 39.6945 34.7419 34.7357 0.00619306 0.00293626 34.7328 34.7294 4.95261 1.02369 3.92892 3.41916 34.7266 34.2171 33.7123 31.1861 5.55419 1.02297 4.53122 1.52248 1.01347 2.52624 2.01569 1.50962 25.6319 25.1205 24.6174 3.01912
internal_count=4633 4429 72 4357 3401 3342 59 48 3294 3270 956 290 666 137 3255 3057 2833 2398 193 51 142 99 51 435 360 291 2205 1926 1918 65
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=4 18 8 13 5 15 3 6 4 15 15 17 20 21 5 23 21 23 21 10 21 16 18 8 7 9 9 13 5 15
split_gain=1.60029e-05 0.000105963 1.58178e-05 2.32261e-05 1.72538e-05 4.59124e-05 0.000126139 0.00629833 0.0026104 0.000234131 9.16096e-05 5.27155e-05 4.01076e-05 0.000808502 0.0014512 0.00106086 0.00191881 0.00080587 7.10906e-05 0.000255012 4.89792e-05 0.00014066 4.73299e-05 3.34644e-05 3.19321e-05 2.85304e-05 3.32995e-05 2.53174e-05 6.59014e-05 3.09206e-05
threshold=143.58239362595003 13.063922652800002 8.8430989333000021 92.146902421150017 17.352342178450005 31.264641197600003 85.589753040950015 15.045351532250001 161.08698257945002 27.614913206150003 32.355961258350007 188.85216786605002 39.896141435400004 1.8364927951500001 24.458659404000002 0.087935000000000027 1.0853204796000002 0.10685000000000001 0.26805182810000011 66.859265246100009 4.0873253509500005 22.594947163200004 13.602243858600003 8.1436447804000007 23.960918281000001 203.80256579455002 201.11092673680002 117.66037007905001 21.191508333600002 37.882159664350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 11 8 -8 -10 -7 23 18 14 15 -14 -17 -18 -12 -20 21 22 -15 -6 -13 26 27 29 -29 -22
right_child=2 -3 -4 4 5 10 7 -9 9 -11 12 24 13 20 -16 16 17 -19 19 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.011229345703069958 -0.011601551897906758 0.030480935997729983 -0.00054859399652583819 -0.00010755249117440183 2.3570716452387685e-05 -0.0013234894142130852 -0.075683108440583943 0.0002190970056174916 0.048615600045734723 0.097336552953280836 -0.00013284171270562403 0.00014851113732764485 0.073982545791650853 0.00077814287975803108 -0.060313191152743223 -0.089664099214026849 0.00012610738230695544 0.10002234924387475 0.0026281330163847334 -8.2651178901021484e-05 -9.2531608236370245e-05 -0.0019102519916428158 -0.00034118644390559175 0.0011753930406105842 -0.00097629165092868227 0.00023618561385319923 -0.00048166158153820885 0.00033944416234836359 -0.0012702525917926463 0.00018533986416277372
leaf_weight=0.0013155088839046361 0.0017236485692383443 0.0011342040215822635 0.5198754982837589 10.043072756042141 0.50098806151975084 0.50816888456836551 0.001023447293846084 0.51076575361732746 0.0011086888037131629 0.0089379138503318245 1.4068913083566559 0.50063391575122274 0.0049337342580900723 0.50439034346766565 0.0016324418905071534 0.0014160024857119424 0.001619230791050974 0.001610971045010956 0.52933770862895779 1.0076440947726324 8.520926463220361 0.5166246025844855 1.5047317769524999 0.50801631757053656 0.50900148118022415 5.0230484289270398 1.5153805511870064 0.50187998335604678 0.51564747771669772 7.5554730341817757
leaf_count=52 969 20 167 1089 79 130 6 581 161 29 75 10 33 68 35 31 44 5 115 65 130 108 62 33 88 123 47 7 50 221
internal_value=1.02956e-07 0.00808229 -3.60434e-07 6.39237e-06 6.86644e-06 4.25957e-05 0.000450576 0.00183647 0.076461 0.09196 7.60521e-06 9.23113e-05 3.08394e-05 -8.52755e-06 0.0268387 0.0416895 0.00739802 0.0499465 0.000380789 0.000850945 -2.00353e-05 -0.000438599 -6.01787e-05 0.000603493 -0.000418551 2.46994e-05 -3.23853e-05 7.44317e-06 -0.000476294 3.80605e-05
internal_weight=42.729 0.00244971 42.7265 42.2066 42.2049 32.1618 2.54048 0.521836 0.01107 0.0100466 29.6214 2.01864 29.1132 26.1693 0.0112124 0.00957994 0.0046462 0.0032302 2.94387 1.53698 26.1581 2.52575 2.00912 1.009 1.00964 23.6324 18.6093 17.0939 1.01753 16.0764
internal_count=4633 72 4561 4394 3425 2336 987 777 196 190 1349 210 1219 964 148 113 80 49 255 180 816 238 130 112 98 578 455 408 57 351
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=15 7 20 19 23 22 16 22 16 14 8 23 9 17 12 20 13 10 18 17 5 15 21 21 22 7 18 4 0 16
split_gain=1.76102e-05 9.9478e-05 3.01072e-05 1.77211e-05 1.91622e-05 4.88282e-05 7.65388e-05 3.89979e-05 4.14113e-05 2.51318e-05 2.08794e-05 0.000379893 7.49842e-05 0.00019148 6.55578e-05 4.37205e-05 2.3106e-05 7.00383e-05 6.14854e-05 0.000167744 6.80545e-05 5.70265e-05 4.96631e-05 2.22546e-05 3.60645e-05 1.94935e-05 2.00659e-05 3.49562e-05 5.65241e-05 0.00252395
threshold=46.435439118750004 23.543468673550006 42.206017975500011 14.651182102100002 -1.0000000180025095e-35 -0.047144999999999999 22.624947093000003 -0.059424999999999999 22.554947256700004 156.96193988595004 8.7431769115000026 0.074735000000000024 179.11733629770001 186.51219468755002 121.79144674955002 34.214889417600013 117.60660091645001 61.950140699950005 13.304953393500002 189.00567661160002 21.836296031200003 41.29990759910001 3.4316303497500003 14.202008575100001 -0.053874999999999999 22.929105819350003 13.480563334700001 274.52314445175006 86.538778761000017 22.634947069650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -7 8 -1 -6 11 -11 13 -13 -12 -14 18 21 19 20 -17 -18 -23 25 -25 -20 -27 -28 -29 -30
right_child=1 2 -4 -5 9 6 -8 -9 -10 10 14 12 15 -15 -16 16 17 -19 23 -21 -22 22 -24 24 -26 26 27 28 29 -31
leaf_value=-0.0010208800806142061 -0.0014726765207864229 -0.00030579362462213164 0.00078669887430487563 0.00059666001152301198 -0.00066620037058443915 -0.0016462822998103057 8.791666230610772e-05 0.00052269716123048916 -4.3017830762890641e-05 0.044867612184353811 1.9805946174312833e-05 0.016541705468391534 -0.017737162435553341 -0.039022033205619616 0.0013215841816956648 -0.00027982870100095539 -0.00046622053997832908 -0.00091756462818075595 -0.00058951515472088008 0.0021191218904979296 0.0007806892532225369 -6.7837171626129969e-05 0.00085124931416517737 0.00014450267998869669 -0.0010532479277468065 0.00027983276786460891 3.3553489569033549e-05 0.00019158644851497995 -0.036215259683881139 8.8892243571062789e-05
leaf_weight=0.50596638448767528 0.50985011475266517 0.50390821058509139 0.50509970630355028 0.51291916793286318 0.50751302285249167 0.51742952773764883 0.50083109019192307 1.0045059622590318 3.0061439721818175 0.0018889533139575523 1.5067685376643702 0.0010277870968388135 0.0013861794070767477 0.0015639961198541412 0.5204905064269737 1.5090146092547803 1.5151542491366847 1.0134362317912744 0.50415642420507367 0.51939269032845903 1.0101421493541236 1.4066718481553837 1.0100985434146421 0.50249168517163656 0.50306591848471527 3.0103575665042319 19.091846773485788 0.50233034728830794 0.019908240545086886 0.50276682901130698
leaf_count=708 129 34 44 70 86 362 12 11 66 81 49 411 43 493 109 34 46 27 15 69 34 23 24 59 29 50 947 18 505 45
internal_value=2.16125e-07 -0.000334182 0.000241098 1.25411e-05 5.17912e-06 -0.000167772 -0.000793317 -2.67449e-05 -0.000183892 3.2404e-05 4.26351e-05 2.32865e-05 2.069e-05 -0.0169879 0.000354032 2.20413e-05 2.2796e-05 -0.0001763 5.83727e-05 0.000482795 0.000145422 1.47574e-05 0.000316299 6.02733e-06 -0.000454715 2.56327e-05 3.90425e-05 3.0098e-06 -0.0005659 -0.0012939
internal_weight=42.7281 1.51886 1.00901 41.2093 40.6964 5.53488 1.01826 4.51662 3.51211 35.1615 34.654 32.6267 32.6248 0.00259178 2.02726 32.6222 32.6208 4.94536 27.6755 3.03855 2.51916 3.93192 2.41677 24.6369 1.00556 23.6314 23.1272 20.1169 1.02501 0.522675
internal_count=4633 207 78 4426 4356 1159 374 785 774 3197 3111 2953 2872 904 158 1968 1925 120 1805 137 68 93 47 1668 88 1580 1565 1515 568 550
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=5 19 19 23 12 15 10 22 2 23 20 15 0 20 22 20 16 6 19 21 10 21 23 20 21 21 19 23 9 18
split_gain=3.25097e-05 8.60902e-05 0.000206138 1.94998e-05 0.000110513 7.59768e-05 6.182e-05 4.89813e-05 0.00010791 4.04277e-05 0.000103217 6.72487e-05 0.000238888 0.000162118 4.69749e-05 7.17607e-05 3.37652e-05 3.24386e-05 5.25965e-05 3.07338e-05 2.9511e-05 3.24576e-05 0.00013377 2.65852e-05 8.27758e-05 2.04131e-05 3.30172e-05 0.000121653 1.76722e-05 8.16819e-05
threshold=13.153721664750002 11.450923895500003 12.250988447150002 0.10487000000000003 165.75658866060004 39.324897478350003 62.079186690200011 -0.086139999999999994 156.97960885415003 0.091885000000000022 34.424709467050008 38.86986296220001 85.990333302400003 41.184662530950007 -0.093604999999999994 40.542362378300005 22.634947069650003 16.565387047600002 14.351157895250003 15.004713615700002 61.928633034850002 2.0976681454000006 0.080375000000000016 38.751720283100006 2.7200266080500004 13.917356790500003 14.451165964200003 -0.098985000000000004 209.24553857890001 15.152522491700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 -5 6 -6 -7 -9 10 -2 13 16 14 15 -11 -13 19 -19 20 -12 22 -22 24 -23 26 28 -28 -25 -30
right_child=3 2 -4 4 5 7 -8 8 -10 11 17 12 -14 -15 -16 -17 -18 18 -20 -21 21 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.013138754817125571 0.031688576380398674 0.05161247425352488 -0.0033710685111695972 -0.0015341120595219835 0.00091809541075466754 -0.00015408575359077584 2.9784288941377841e-05 6.7296235814146138e-05 -0.0019943209604456713 0.001607966071900644 -0.00080110565656634858 0.00067226351961119314 0.0025118737022120836 -0.0016857577145937383 7.10858690977596e-06 0.00015133877146524847 -4.320619174191696e-05 -0.00021287065955960126 0.0012271299527159994 -0.00083229092017255378 0.0005671911540812691 0.00040961760176303473 -0.0017129561800761752 -2.3096205847726855e-05 -0.0013990213521101545 0.00046203082861887441 0.00055474865045415948 -0.0016284931837819731 0.0013961402588387592 4.3536511415507515e-05
leaf_weight=0.0012337518311051716 0.0010252975753733953 0.0011317824993556658 0.0017152070545698346 0.53004064417837682 1.0085610773585338 2.5059891009811861 3.5096349591484568 0.50107563573692437 0.51466148946453316 0.51044271588773593 0.50803402636726502 1.0072956755588656 0.52982261703175471 0.51665574759389077 5.0175924686587834 1.0023678337120427 1.9109777002506119 0.50353666800113461 0.51111288843205216 0.51084647540480332 0.51225270876262885 0.50183088239283002 0.51695562870697842 13.53630386211694 0.51042624773498313 1.005476984094545 0.50284948386160977 0.51827336550679237 0.51157886382716711 3.5075435692685275
leaf_count=748 117 253 361 178 14 42 132 6 49 87 127 24 95 161 132 18 56 383 91 105 211 4 143 691 71 35 8 129 76 86
internal_value=1.92539e-07 0.00892535 0.0184869 -6.59956e-07 -0.000135528 -4.3325e-05 0.000228075 -0.000391517 -0.0009773 3.31821e-05 -3.92829e-05 0.000196532 0.00055841 1.94667e-05 0.000154376 0.000642825 0.000203751 -4.0658e-05 0.000512506 -6.54464e-05 -4.77458e-05 -3.0046e-05 -0.000578092 -2.65714e-06 -0.000502381 2.31752e-05 -5.78405e-07 -0.000553361 3.15746e-05 0.000215704
internal_weight=42.7272 0.00408074 0.00284699 42.7232 8.56996 8.03992 4.5182 3.52173 1.01574 34.1532 23.658 10.4952 3.4481 7.04706 6.5304 1.51281 2.91827 23.657 1.01465 22.6424 22.1315 21.6235 1.02921 20.5943 1.01226 19.582 18.5765 1.02112 17.5554 4.01912
internal_count=4633 1362 614 3271 421 243 146 97 55 2850 2277 573 175 398 237 105 80 2160 474 1686 1581 1454 354 1100 75 1025 990 137 853 162
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
cm5_Cs=2862
lst_pka_pred_nshell3=2522
cm5_Hs_min=2128
lst_pka_pred_diff_nshell3=2060
atom_volumes_sasa_Hs_min=1544
atom_volumes_sasa_Cs=1532
atom_p_int_Cs=1532
atom_area_sasa_Cs=1531
atom_p_int_times_area_Cs=1515
atom_area_sasa_Hs_min=1446
atom_p_int_times_area_Hs_min=1434
atom_p_int_Hs_min=1277
atom_areas_Cs=1113
atom_v_bur_3_5_Cs=1078
atom_v_distal_3_5_Cs=1013
atom_v_free_3_5_Hs_min=1003
atom_v_bur_3_5_Hs_min=972
atom_areas_Hs_min=868
atom_v_free_3_5_Cs=851
atom_v_molecular_3_5_Cs=673
atom_v_distal_3_5_Hs_min=668
atom_v_molecular_3_5_Hs_min=378

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 10]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
